diff --git a/your-project/.gitignore/.ipynb_checkpoints/REE Database-checkpoint.ipynb b/your-project/.gitignore/.ipynb_checkpoints/REE Database-checkpoint.ipynb new file mode 100644 index 0000000..f055c02 --- /dev/null +++ b/your-project/.gitignore/.ipynb_checkpoints/REE Database-checkpoint.ipynb @@ -0,0 +1,3561 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Rare earth Datasource" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['OBJECTID', 'ID_No', 'Name', 'Name_Other', 'Components', 'Part_of',\n", + " 'Rec_Type', 'Rec_Note', 'Country', 'State_Prov', 'Latitude',\n", + " 'Longitude', 'Loc_Note', 'Dep_Type', 'Dep_Note', 'Dep_Form', 'Commods',\n", + " 'HREE_Note', 'LREE_Note', 'REE_Ratio', 'REE', 'Status', 'Stat_Note',\n", + " 'REE_Mins', 'Sig_Mins', 'Oth_Mins', 'Age_Mzn', 'Age_Ma', 'Host_Age',\n", + " 'HAge_Ma', 'Host_Lith', 'Host_Unit', 'Assoc_Rock', 'Alteration',\n", + " 'Company', 'Comments', 'Ref_List', 'Discov_Yr', 'Expl_Note',\n", + " 'Mine_Meth', 'P_Status', 'PStat_Note', 'P_Years', 'P_refs', 'P_Note',\n", + " 'RR_Ore_Mt', 'RR_TREO_Mt', 'RR_TREOgrd', 'RR_REE_grd', 'RR_Cutoff',\n", + " 'RR_HM_Mt', 'RR_HM_pct', 'RR_min_Mt', 'RR_min_pct', 'RR_mon_Mt',\n", + " 'RR_mon_pct', 'RR_oth_grd', 'RR_Yr_Est', 'RR_Refs', 'RR_RegCode',\n", + " 'RR_Note', 'Region'],\n", + " dtype='object')" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "ree = pd.read_csv(\"Global_REE_occurrence_database.csv\", sep=';')\n", + "ree.columns\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Clean Data with all columns with more than 2000 NaN" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Byproduct producer',\n", + " 'Byproduct producer(?)',\n", + " 'No Production',\n", + " 'No produciton(?)',\n", + " 'No production',\n", + " 'No production(?)',\n", + " 'Not known',\n", + " 'Past byproduct producer',\n", + " 'Past byproduct producer(?)',\n", + " 'Past producer',\n", + " 'Past producer(?)',\n", + " 'Producer',\n", + " 'Producer(?)'}" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ree_isnull = ree.isnull().sum()\n", + "ree_cols = ree_isnull[ree_isnull > 2000].index\n", + "ree_drop = ree.drop(ree_cols, axis = 1)\n", + "set(ree_drop[\"P_Status\"])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# unify the fillings in column P_Status\n", + "\n", + "ree_drop[\"P_Status\"]= [\"Byproduct producer\" if (ree_drop[\"P_Status\"][i] == 'Byproduct producer(?)') | (ree_drop[\"P_Status\"][i] == 'Byproduct producer') \n", + " else \"No Production\" if (ree_drop[\"P_Status\"][i] == 'No produciton(?)') | (ree_drop[\"P_Status\"][i] == 'No production') | (ree_drop[\"P_Status\"][i] == 'No production(?)')\n", + " else \"Past byproduct producer\" if (ree_drop[\"P_Status\"][i] == 'Past byproduct producer') | (ree_drop[\"P_Status\"][i] == 'Past byproduct producer(?)')\n", + " else 'Past producer' if (ree_drop[\"P_Status\"][i] == 'Past producer') | (ree_drop[\"P_Status\"][i] == 'Past producer(?)')\n", + " else \"Producer\" if (ree_drop[\"P_Status\"][i] == 'Producer') | (ree_drop[\"P_Status\"][i] == 'Producer(?)')\n", + " else \"Not known\" for i in range(len(ree_drop[\"P_Status\"]))]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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OBJECTIDID_NoNameName_OtherComponentsPart_ofRec_TypeRec_NoteCountryState_Prov...REEStatusStat_NoteREE_MinsSig_MinsOth_MinsHost_LithRef_ListP_StatusRegion
014190Abenabintrusion or complexNamibiaOtjozondjupa...0.64-2.22% TREEOccurrence(?)NaNNaNclaycarbonatite, clayAvonlea Minerals Ltd. (2011); SNL Metals & Min...No ProductionAfrica
124050Abu KhruqGabal Abu Khruqintrusion or complexEgyptAl Bahr al Ahmar...Occurrenceparisite, bastnäsiteilmenite, apatite, zircon, pyrochlore, fluorit...nepheline, cancrinite, calcite, analcime, natr...moderately to strongly hematized nepheline sye...Abdalla (2006); Woolley (2001)No ProductionAfrica
234052Abu TartarAbu Tartour, Abu Tartor, Abu Tartursiteactive P mineEgyptAl Wadi al Jadid...519–1139 ppm (ave. 879)OccurrenceNaNcarbonate-rich fluorapatite, carbonate-rich ap...calcite, dolomite, quartz, gypsum, glauconite,...phosphorite, mudstone, sandstoneAhmed (2003); Awadalla (2010); British Sulphur...No ProductionAfrica
344126Adiounedjintrusion or complexMaliKidal...Occurrencesynchysitefluorite, titanite, apatite, barite, pyrochlorequartz, calcite, Fe-oxides, cancrinite, sodali...fenite, rodbergite, syenite, carbonatiteLiégeois and others (1991); Sauvage and Savard...No ProductionAfrica
454191Agate Mountainintrusion or complexNamibiaKunene...OccurrencebastnäsitefluoriteNaNbeforsitic carbonatite, breccia, feniteMcManus and Schneider (1994); Woolley (2001)No ProductionAfrica
564135Aghrachaincludes Awhifrite, Lacharyit sectorsintrusion or complexMoroccoOued ed Dahab-Lagouira...ShowingmonazitecarnotiteNaNmagnetite carbonatiteMorocco ONHYM (2015a)No ProductionAfrica
674034Akongointrusion or complexCameroonCentre...Occurrenceflorencite, rhabdophane, zircon, titanite, all...hematite, magnetitekaolinite, halloysite, goethite, microclinelaterite, saprolite, ferricreteBraun and others (1990); Woolley (2001)No ProductionAfrica
784136Al FarnanGleyb Al Farnanintrusion or complexMoroccoOued ed Dahab-Lagouira...OccurrenceNaNiron oxideNaNdolomitic carbonatite, iron oxide brecciaMorocco ONHYM (2011, 2015b)No ProductionAfrica
894144Alto Ligonhaincludes Boa Esperanca, Enluma I, Guilherme, J...district or areapegmatite fieldMozambiqueZambézia...~1.7% monazite in HMDepositeuxenite-(Y), monazite, fergusonite, samarskit...columbite, tantalite, pollucite, tourmaline, b...quartz, feldspar, kaolinite, micaNaNCílek (1989); Eberle and others (2012); Melche...Past producerAfrica
9104086AmbalihaTRE projectsiteMadagascarAntsiranana...Occurrencesynchysite-(Ce), parisite-(Ce), monazite, gaga...pyrochlore, zircon, columbite, baddeleyite, fl...NaNweathered eudialyte granite, granite, skarnEstrade and others (2014); Gilbertson and othe...No ProductionAfrica
10114087Ambatofinandrahanaintrusion or complexMadagascarFianarantsoa...Depositbastnäsite, monaziteNaNNaNnepheline syenite dikesNeary and Highley (1984); Woolley (2001)Past producerAfrica
11124192AmisBrandbergintrusion or complexNamibiaErongo...Occurrenceyttrofluorite, monazite, xenotime, allanite, c...fluorite, U-pyrochlore, zirconarfvedsonite, aegirine, quartz, riebeckite, as...fenitized peralkaline arfvedsonite-aegirine gr...McManus and Schneider (1994); Woolley (2001)No ProductionAfrica
12134088AmpasiibitikaAmbohimirahavavyTRE projectsiteMadagascarAntsiranana...Depositpyrochlore, eudialyte, monazite-(Ce), chevkini...pyrochlore, zircon, columbite, baddeleyite, fl...quartz, feldspar, aegirine, arfvedsonite, amph...eudialyte granite, granite, skarn, syenite, tr...Estrade and others (2014); Gilbertson and othe...No ProductionAfrica
13144127Anezroufintrusion or complexMaliKidal...Occurrencepyrochlore, wöhleriteapatite, titanite, fluorite, zircon, pyritesodalite, cancrinite, aegirine, augite, calcit...nepheline syenite, ijolite, carbonatite, phono...Liégeois and others (1991); Sauvage and Savard...No ProductionAfrica
14154145AngocheCongolone, Marruadistrict or areaMozambiqueNampula...Depositmonaziteilmenite, zircon, rutile, magnetiteNaNbeach sandCílek (1989); Kenmare Resources plc (2013); Ro...Not knownAfrica
15164193Arisintrusion or complexNamibiaKhomas...Showingmonazite, eudialytesphalerite, apophyllite, makatiteNaNphonoliteWoolley (2001)No ProductionAfrica
16174001Atakorintrusion or complexAlgeriaTamanghasset...Showinglåvenite, mosandrite, eudialyte, rosenbuschite(?)NaNfeldspar, nepheline, analcime, haüyne, pyroxen...agpaitic phonoliteWoolley (2001)No ProductionAfrica
17184005Bailundointrusion or complexAngolaHuambo...Occurrencebastnäsite, parisite, synchysite, RE phosphatesmagnetite, apatite, barite, pyrochlore, hollan...calcite, dolomite, ankeritecalcite carbonatite, phoscorite, feniteAlberti and others (1999); Filho and others (1...No ProductionAfrica
18194211Bankeintrusion or complexNigeriaKaduna...Showingallanitehedenbergite, zircon, fluoritefeldspar, quartz, arfvedsoniteignimbriteWoolley (2001)No ProductionAfrica
19204090BefitinaNaNTRE projectsiteMadagascarAntsiranana...DepositNaNbaddeleyiteNaNweathered graniteGilbertson and others (2011); Pittuck (2013)No ProductionAfrica
20214146Beiradistrict or areaMozambiqueSofala...Occurrence(?)monaziteilmenite, rutile, zirconNaNbeach sandCílek (1989)No ProductionAfrica
21224091BeravinaAmbatofotsysiteMadagascarMahajanga...Showingmonazitezircon, magnetite, ilmenite, titanitemicrocline, quartz, pyritemigmatite—hornblende gneiss, rhyoliteAustral Resources Limited (2013)No ProductionAfrica
22234093BezavonaAmpasindava areaintrusion or complexMadagascarAntsiranana...Occurrencerinkite, mosandrite, eudialyteNaNastrophyllite, arfvedsonite, aenigmatite, biotitenepheline syenite, phonolite, nordmarkite, the...Woolley (2001)No ProductionAfrica
23244294BikitaMdaradistrict or areaZimbabweMasvingo...OccurrenceNaNNaNNaNNaNTaylor and others (2005)No ProductionAfrica
24254295BindurasiteZimbabweMashonaland Central...ShowingNaNNaNNaNNaNde Kun (1987)No ProductionAfrica
25264041BingoBinguintrusion or complexDemocratic Republic of the CongoNord-Kivu...OccurrenceNaNmagnetite, apatite, pyrochlore, titanite, andr...calcite, wollastonite, biotite, sodic amphibol...carbonatite, nepheline syenite, feniteWoolley (2001)No ProductionAfrica
26274147Boa EsperançaRibaué pegmatite fieldRibaué pegmatite fieldsitehistoric pegmatite mineMozambiqueNampula...Occurrence(?)samarskite, polycrase-(Y), pyrochlore, monazit...zircon, columbite(?)quartz, microcline, muscoviteNaNCílek (1989); Hains and Mounde (2010)Past producerAfrica
27284130Bofal-LoubboiraWadi Guellouardistrict or area(?)MauritaniaBrakna...OccurrenceNaNNaNNaNlimestone; clay; red sandstonesBoujo and Jiddou (1989); de Kun (1987)No ProductionAfrica
28294006Bongaintrusion or complexAngolaHuíla...Occurrenceparisite, synchysiteapatite, pyrite, barite, pyrochlore, magnetite...garnet, calcite, ankerite-dolomite, biotitecarbonatite, feniteAlberti and others (1999); Coltorti and others...No ProductionAfrica
29304223Booramasite(?)SomaliaAwdal...OccurrencepyrochlorepyrochloreNaNNaNArab Organisation for Mineral Resources (1987)No ProductionAfrica
..................................................................
308431568524LiheiaLi 4NaNEvje-Iveland, Li gruvesiteNaNNorwayNaN...NaNShowingNaNallanite, bastnäsite-(Ce), gadolinite-(Y), ytt...albite, microcline, quartz, microlite, bertran...muscovite, spessartine, topaz, calcite, fluoriteNaNMindat.org (2017); Müller and others (2017); P...No ProductionEurope
308531573079MakabeNaNTsukuba district, Makabe district(?)siteJapanIbaraki...ShowingmonaziteNaNNaNNaNIchimura (1955); Overstreet (1967)No ProductionEast Asia
308631588525Nedre LapplægretNedre LapplegretNaNTysfjord-Hamarøy, Drag pegmatite clustersiteNaNNorwayNaN...NaNShowingNaNallanite-(Ce), yttrofluorite, euxenite-(Y), ba...quartz, K-feldspar, plagioclase, fluorite, phe...calcite, muscovite, biotitegneissic graniteFrigstad (1974); Mindat.org (2017); Müller and...No ProductionEurope
308731598526Nedre ØyvollenNedra EivollenNaNTysfjord-Hamarøy, Drag pegmatite clustersiteNaNNorwayNordland...NaNShowingNaNyttrofluorite, törnebohmite-(Ce), allanite-(Ce...microcline, plagioclase, quartz, fluorite, zir...annite, muscovite, biotitegneissic graniteFrigstad (1974); Finland Geological Survey (20...No ProductionEurope
308831607117NowahatuPurulia districtsiteIndiaWest Bengal...Occurrenceallanite, bastnäsite, chevkiniteberylquartz, feldspar, muscovite, epidoteNaNSinha (1999)No ProductionSouth and Central Asia
308931618527Øvre LapplægeretØvre LapplegeretNaNTysfjord-Hamarøy, Drag pegmatite clustersiteNaNNorwayNordland...NaNShowingNaNyttrofluorite, bastnäsite-(Ce), allanite-(Ce),...microcline, quartz, fluorite, plagioclase, ars...annite, muscovite, biotitegneissic graniteFrigstad (1974); Mindat.org (2017); Müller and...No ProductionEurope
309031621254Red Wineincludes: Pinot Rose, Cabernet, Malbec, Zinfan...NaNintrusion or complexCanadaNewfoundland and Labrador...Occurrenceeudialyte, joaquinite-(Ce), astrophyllite, kar...apatite, aenigmatite, lamprophyllite, ramsayit...microcline, albite, nepheline, arfvedsonite, m...syenite, gneissCastor (1994); Hedrick (2010); Newfoundland an...No ProductionNorth America
309131638528ReinoksskardetNaNNaNTysfjord-Hamarøyintrusion or complexNaNNorwayNordland...NaNDepositNaNallanitezircon, apatite, thorite, uraninitebiotitegranite gneissMüller (2011)No ProductionEurope
309231648529SagåsenNaNSaga 3 (Sagåsen), Saga 2, Saga 1Langesundsfjorddistrict or areaNaNNorwayNaN...NaNShowingNaNancylite-(Ce), britholite-(Ce), bastnäsite-(Ce...dimension stone, leucophanite, pyrochlore, eud...microcline, albite, nepheline, biotite, fluori...larvikiteMüller and others (2017); Sotiriou (2013)No ProductionEurope
309331651507Salmon RiverNaNSalmon Placer North, Salmon Placer SouthNaNdistrict or areaNaNUnited StatesIdaho...NaNShowingNaNmonaziteilmenite, magnetite, chromitequartzNaNCater and others (1973); Long and others (2010...No ProductionNorth America
309431668530SkripelandNaNSkripeland 1, Skripeland 2Evje-Ivelanddistrict or areaNaNNorwayNaN...NaNShowingNaNrhabdophane-(Ce), polycrase-(Y)albite, microcline, tantalite, berylquartz, spessartine, topaz, biotite, muscoviteNaNMindat.org (2017); Müller and others (2017); P...No ProductionEurope
309531678531SlobrekkaFrikstad 7NaNEvje-Iveland, Frikstad groupsiteNaNNorwayNordland...NaNDepositvery small depositgadolinite-(Y), aeschynite-(Y), allanite-(Ce),...albite, microcline, quartz, columbite-(Fe), il...muscovite, biotite, spessartine, topaz, apatiteamphiboliteLund (2016); Mindat.org (2017); Müller and oth...Past producerEurope
309631688532SolåsNaNNaNEvje-IvelandsiteNaNNorwayNordland...NaNShowingNaNyttrotantalite-(Y), allanite-(Ce), monazite-(C...tantalite, beryl, magnetite, fluorite, microli...quartz, albite, microcline, muscovite, biotite...amphiboliteLund (2016); Müller and others (2012); Müller ...No ProductionEurope
309731691553South PlayfairNaNNaNRed WinesiteNaNCanadaNewfoundland and Labrador...NaNShowing(?)NaNNaNNaNNaNperalkaline intrusionDaigle (2012b)No ProductionEurope
309831708533SproNaNNaNNaNsiteNaNNorwayNaN...NaNShowingNaNmonazite, samarskite-(Y), bastnäsite, euxenite...microcline, quartz, albite, beryl, bertrandite...calcite, gypsum, muscovite, quartz, fluorite, ...NaNMindat.org (2017); ProMine (2015); Raade (1965)No ProductionEurope
309931718534SteliNaNNaNEvje-IvelandsiteNaNNorwayNordland...NaNShowingNaNmonazite-(Ce), euxenite-(Y), allanite-(Ce), sa...albite, microcline, quartz, muscovite, columbi...biotitemigmatitic gneissLund (2016); Müller and others (2012); Müller ...No ProductionEurope
310031728535StetindNaNNaNTysfjord-HamarøysiteNaNNorwayNordland...NaNShowingNaNyttrofluorite, allanite-(Ce), allanite-(Y), b...microcline, quartz, fluorite, albite, uraninit...annite, muscovite, hematite, chabazite, muscovitegneissic graniteAaroe(2017); Müller and others (2017); ProMine...No ProductionEurope
310131737303TaybagarTaibogar, Tajbagarsitehistoric U mineKazakhstanAqtöbe oblysy...ShowingNaNNaNNaNclay, bioclastic phosphoriteAbakumov (1995); International Atomic Energy A...No ProductionSouth and Central Asia
310231748536TennvatnNaNNaNTysfjord-HamarøysiteNaNNorwayNordland...NaNShowingNaNchernovite-(Y), hingganite-(Y), xenotime-(Y), ...amazonite, asbecasite, bismutite, cosalite, fl...quartz, albite, microcline, biotite, tourmalin...gneissic graniteMüller (2010); Müller and others (2017); ProMi...No ProductionEurope
310331753352Thap SakaePrachuap Khiri Khan, Amphoe Thap Sakae, Tap SakaeHarn Karnchanamethakul, Wisetnukulkit I, Wiset...district or areaareaThailandPrachuap Khiri Khan...Depositsmall depositmonazite, xenotimecassiterite, zircon, ilmenite, rutile, columbi...garnet, tourmalinealluvial sedimentPungrassami and Sanguansai (1991)Byproduct producerEast Asia
310431768537TiltvikaNaNNaNTysfjord-HamarøysiteNaNNorwayNordland...NaNShowingNaNyttrofluorite, allanite-(Ce), fergusonite-(Y),...microcline, quartz, columbite-(Fe), magnetite,...annite, muscovite, almandine, biotitegneissic graniteMüller and others (2017); Tomašić and others (...No ProductionEurope
310531778538TjeldøyaTjeldøyNaNTysfjord-HamarøysiteNaNNorwayNaN...NaNShowingNaNxenotime-(Y), arsenoflorencite-(Ce)amazonite, beryl, microlitequartz, microcline, muscovite, albitegneissic graniteMindat.org (2017); Müller and others (2017)No ProductionEurope
310631788211TuftaneFrikstad 3Evje-Iveland, Frikstad groupsite(?)NorwayVest-Agder...Occurrencegadolinite-(Y), euxenite-(Y), allanite, aeschy...albite, microcline, thortveitite, bertrandite,...apatite, biotite, quartz, garnet, muscovite, p...pegmatite, amphiboliteLund (2016); Mindat.org (2017); ProMine (2013)Past producerEurope
310731794124TunduluNanthace Hill, Nathace HillNaNintrusion or complexMalawiPhalombe...Depositapatite, bastnäsite, synchysite, parisite, flo...apatite, pyrochlore, anatase, siderite, stront...quartz, calcite, dolomite, aegirine, biotite, ...sideritic carbonatite, apatite carbonatite; ne...Gupta and Krishnamurthy (2005); Malunga and ot...No ProductionAfrica
310831801298Two Tompart of Red Wineintrusion or complex(?)CanadaNewfoundland and Labrador...DepositNaNmonaziteNaNNaNDaigle (2012a); Daigle (2012b)No ProductionNorth America
310931818540Tysfjord-HamarøyNaNHåkonhals, Hellemobotn, Hundholmen, Jennyhauge...NaNdistrict or areaNaNNorwayNordland...NaNShowingNaNallanite-(Ce), fergusonite-(Y), allanite-(Y), ...feldspar, quartz, fluorite, amazonite, gravel,...NaNgneissic graniteMüller and others (2017)No ProductionEurope
311031827156UkmaBihar Mica BeltsiteIndiaJharkhand...Occurrenceallanite, bastnäsiteberyl, magnetitequartz, feldspar, muscovite, epidoteNaNSinha (1999)No ProductionSouth and Central Asia
311131838539UndelandNaNUndeland 1, Undeland 2, Undeland 3, Undeland, ...Evje-Ivelanddistrict or areaNaNNorwayNordland...NaNShowingNaNmicrocline, albite, euxenite-(Y), gadolinite-(...beryl, thortveitite, ilmenite, zircon, titano-...quartz, biotite, muscovite, hematite, schorlNaNMindat.org (2017); ProMine (2015)No ProductionEurope
311231846471Watchem \"A\" StrandSt. Arnaud projectdistrict or areaAustraliaVictoria...OccurrenceNaNrutile, ilmenite, zircon, leucoxeneNaNbeach sandGeoscience Australia (2013); Hoatson and other...No ProductionOceania
311331855430Xitoudistrict or areaChinaGuangdong...Depositmonaziteilmenite, zircon, rutileNaNNaNESCAP and ABMRGG (1988); Hedrick and Templeton...Byproduct producerChina
\n", + "

3114 rows × 30 columns

\n", + "
" + ], + "text/plain": [ + " OBJECTID ID_No Name \\\n", + "0 1 4190 Abenab \n", + "1 2 4050 Abu Khruq \n", + "2 3 4052 Abu Tartar \n", + "3 4 4126 Adiounedj \n", + "4 5 4191 Agate Mountain \n", + "... ... ... ... \n", + "3109 3181 8540 Tysfjord-Hamarøy \n", + "3110 3182 7156 Ukma \n", + "3111 3183 8539 Undeland \n", + "3112 3184 6471 Watchem \"A\" Strand \n", + "3113 3185 5430 Xitou \n", + "\n", + " Name_Other \\\n", + "0 \n", + "1 Gabal Abu Khruq \n", + "2 Abu Tartour, Abu Tartor, Abu Tartur \n", + "3 \n", + "4 \n", + "... ... \n", + "3109 NaN \n", + "3110 \n", + "3111 NaN \n", + "3112 \n", + "3113 \n", + "\n", + " Components Part_of \\\n", + "0 \n", + "1 \n", + "2 \n", + "3 \n", + "4 \n", + "... ... ... \n", + "3109 Håkonhals, Hellemobotn, Hundholmen, Jennyhauge... NaN \n", + "3110 Bihar Mica Belt \n", + "3111 Undeland 1, Undeland 2, Undeland 3, Undeland, ... Evje-Iveland \n", + "3112 St. Arnaud project \n", + "3113 \n", + "\n", + " Rec_Type Rec_Note Country State_Prov ... \\\n", + "0 intrusion or complex Namibia Otjozondjupa ... \n", + "1 intrusion or complex Egypt Al Bahr al Ahmar ... \n", + "2 site active P mine Egypt Al Wadi al Jadid ... \n", + "3 intrusion or complex Mali Kidal ... \n", + "4 intrusion or complex Namibia Kunene ... \n", + "... ... ... ... ... ... \n", + "3109 district or area NaN Norway Nordland ... \n", + "3110 site India Jharkhand ... \n", + "3111 district or area NaN Norway Nordland ... \n", + "3112 district or area Australia Victoria ... \n", + "3113 district or area China Guangdong ... \n", + "\n", + " REE Status Stat_Note \\\n", + "0 0.64-2.22% TREE Occurrence(?) \n", + "1 Occurrence \n", + "2 519–1139 ppm (ave. 879) Occurrence \n", + "3 Occurrence \n", + "4 Occurrence \n", + "... ... ... ... \n", + "3109 NaN Showing NaN \n", + "3110 Occurrence \n", + "3111 NaN Showing NaN \n", + "3112 Occurrence \n", + "3113 Deposit \n", + "\n", + " REE_Mins \\\n", + "0 NaN \n", + "1 parisite, bastnäsite \n", + "2 NaN \n", + "3 synchysite \n", + "4 bastnäsite \n", + "... ... \n", + "3109 allanite-(Ce), fergusonite-(Y), allanite-(Y), ... \n", + "3110 allanite, bastnäsite \n", + "3111 microcline, albite, euxenite-(Y), gadolinite-(... \n", + "3112 NaN \n", + "3113 monazite \n", + "\n", + " Sig_Mins \\\n", + "0 NaN \n", + "1 ilmenite, apatite, zircon, pyrochlore, fluorit... \n", + "2 carbonate-rich fluorapatite, carbonate-rich ap... \n", + "3 fluorite, titanite, apatite, barite, pyrochlore \n", + "4 fluorite \n", + "... ... \n", + "3109 feldspar, quartz, fluorite, amazonite, gravel,... \n", + "3110 beryl, magnetite \n", + "3111 beryl, thortveitite, ilmenite, zircon, titano-... \n", + "3112 rutile, ilmenite, zircon, leucoxene \n", + "3113 ilmenite, zircon, rutile \n", + "\n", + " Oth_Mins \\\n", + "0 clay \n", + "1 nepheline, cancrinite, calcite, analcime, natr... \n", + "2 calcite, dolomite, quartz, gypsum, glauconite,... \n", + "3 quartz, calcite, Fe-oxides, cancrinite, sodali... \n", + "4 NaN \n", + "... ... \n", + "3109 NaN \n", + "3110 quartz, feldspar, muscovite, epidote \n", + "3111 quartz, biotite, muscovite, hematite, schorl \n", + "3112 NaN \n", + "3113 NaN \n", + "\n", + " Host_Lith \\\n", + "0 carbonatite, clay \n", + "1 moderately to strongly hematized nepheline sye... \n", + "2 phosphorite, mudstone, sandstone \n", + "3 fenite, rodbergite, syenite, carbonatite \n", + "4 beforsitic carbonatite, breccia, fenite \n", + "... ... \n", + "3109 gneissic granite \n", + "3110 NaN \n", + "3111 NaN \n", + "3112 beach sand \n", + "3113 NaN \n", + "\n", + " Ref_List P_Status \\\n", + "0 Avonlea Minerals Ltd. (2011); SNL Metals & Min... No Production \n", + "1 Abdalla (2006); Woolley (2001) No Production \n", + "2 Ahmed (2003); Awadalla (2010); British Sulphur... No Production \n", + "3 Liégeois and others (1991); Sauvage and Savard... No Production \n", + "4 McManus and Schneider (1994); Woolley (2001) No Production \n", + "... ... ... \n", + "3109 Müller and others (2017) No Production \n", + "3110 Sinha (1999) No Production \n", + "3111 Mindat.org (2017); ProMine (2015) No Production \n", + "3112 Geoscience Australia (2013); Hoatson and other... No Production \n", + "3113 ESCAP and ABMRGG (1988); Hedrick and Templeton... Byproduct producer \n", + "\n", + " Region \n", + "0 Africa \n", + "1 Africa \n", + "2 Africa \n", + "3 Africa \n", + "4 Africa \n", + "... ... \n", + "3109 Europe \n", + "3110 South and Central Asia \n", + "3111 Europe \n", + "3112 Oceania \n", + "3113 China \n", + "\n", + "[3114 rows x 30 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ree = ree_drop\n", + "ree" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Occurrence per Country" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "No handles with labels found to put in legend.\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "REE = ree.groupby(\"Country\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "REE.Country\n", + "filtered_REE = REE[(REE[\"Country\"] == \"China\") |\n", + " (REE[\"Country\"] == \"United States\") |\n", + " (REE[\"Country\"] == \"Australia\") |\n", + " (REE[\"Country\"] == \"Canada\") |\n", + " (REE[\"Country\"] == \"Brazil\") |\n", + " (REE[\"Country\"] == \"Russian Federation\") |\n", + " (REE[\"Country\"] == \"India\")]\n", + "\n", + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Commods\", data = filtered_REE)\n", + "\n", + "\n", + "ax.set_title(\"Occurrence per Country\",y= 1.1, fontsize=15, weight = \"semibold\")\n", + "ax.set_xlabel(\"Country\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_ylabel(\"Occurrence\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "ax.legend(loc = \"upper right\")\n", + "\n", + "ax.figure.savefig(\"Occurrence per Country.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "sns.set()\n", + "\n", + "\n", + "#filtered_REE.plot.bar()\n", + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Commods\", hue = \"P_Status\", data = filtered_REE)\n", + "\n", + "\n", + "ax.set_title(\"Occurrence per Country\",y= 1.1, fontsize=15, weight = \"semibold\")\n", + "ax.set_xlabel(\"Country\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_ylabel(\"Occurrence\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "ax.legend(loc = \"upper right\")\n", + "\n", + "ax.figure.savefig(\"Occurrence per Country.jpg\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Producer / Mining of REE" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "producer = ree[(ree[\"P_Status\"] == \"Past producer\")\n", + " ]\n", + "producer = producer.groupby(\"Country\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Commods\", data = producer)\n", + "\n", + "ax.set_title(\"Mining in the past per Country\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "\n", + "ax.figure.savefig(\"Mining in the past per Country.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "producer = ree[(ree[\"P_Status\"] == \"Producer\")\n", + " ]\n", + "producer = producer.groupby(\"Country\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Commods\", data = producer)\n", + "\n", + "ax.set_title(\"Mining per Country\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "\n", + "ax.figure.savefig(\"Mining per Country.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Africa',\n", + " 'Antarctica',\n", + " 'China',\n", + " 'East Asia',\n", + " 'Europe',\n", + " 'Middle East',\n", + " 'North America',\n", + " 'Oceania',\n", + " 'Russian Federation',\n", + " 'South America',\n", + " 'South and Central Asia'}" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "set(ree[\"Region\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
RegionCommods
10South and Central Asia532
7Oceania504
6North America423
4Europe383
3East Asia358
9South America253
0Africa235
2China214
8Russian Federation147
5Middle East63
1Antarctica2
\n", + "
" + ], + "text/plain": [ + " Region Commods\n", + "10 South and Central Asia 532\n", + "7 Oceania 504\n", + "6 North America 423\n", + "4 Europe 383\n", + "3 East Asia 358\n", + "9 South America 253\n", + "0 Africa 235\n", + "2 China 214\n", + "8 Russian Federation 147\n", + "5 Middle East 63\n", + "1 Antarctica 2" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "REE = ree.groupby(\"Region\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "REE" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Import Square per Country" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "country_sq = pd.read_csv(\"landsquare.csv\", sep = ';\"|\"\";\"\"|\"\"', engine='python')" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "country_sq['\"Country Name'] = [country_sq['\"Country Name'][i].replace('\"','') for i in range(len(country_sq['\"Country Name']))]\n", + "country_sq['\"Country Code'] = [country_sq['\"Country Code'][i].replace('\"','') for i in range(len(country_sq['\"Country Name']))]\n", + "country_sq = country_sq.rename(columns = {'\"Country Name':\"Country\",'\"Country Code': \"iso_a3\", \"2018\":\"square 2018\"})\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "country_sq_2018 = country_sq[[\"Country\",\"iso_a3\",\"square 2018\"]]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountryCommods
6Australia466
17Canada254
19China214
13Brazil173
45Kazakhstan161
101United States153
74Russian Federation148
37India105
86Sweden88
57Mongolia81
103Uzbekistan78
47Kyrgyzstan70
67Norway59
53Malaysia58
90Tajikistan56
38Indonesia52
105Vietnam49
26Finland47
60Mozambique46
4Argentina39
63New Zealand38
84Sri Lanka35
92Thailand34
33Greenland34
82South Korea29
32Greece23
8Bangladesh22
95Turkey21
81South Africa20
44Japan17
.........
15Cabo Verde2
16Cameroon2
99United Arab Emirates2
64Niger2
96Turkmenistan2
21Colombia2
1Algeria2
68Paraguay2
87Switzerland2
50Libya2
77Serbia2
40Iraq2
80Somalia2
85Suriname1
20China1
49Liberia1
11Bosnia and Herzegovina1
76Senegal1
78Sierra Leone1
18Chile1
41Ireland1
88Syria1
58Montenegro1
94Tunisia1
93Togo1
24Denmark1
28French Guiana1
35Guyana1
31Ghana1
29Gabon1
\n", + "

108 rows × 2 columns

\n", + "
" + ], + "text/plain": [ + " Country Commods\n", + "6 Australia 466\n", + "17 Canada 254\n", + "19 China 214\n", + "13 Brazil 173\n", + "45 Kazakhstan 161\n", + ".. ... ...\n", + "24 Denmark 1\n", + "28 French Guiana 1\n", + "35 Guyana 1\n", + "31 Ghana 1\n", + "29 Gabon 1\n", + "\n", + "[108 rows x 2 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "REE = ree.groupby(\"Country\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "REE.to_csv(r\"C:\\Users\\linda\\Ironhack\\Projects\\Project-Week-4\\your-project\\ree_per_country.csv\")\n", + "REE" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "ds = pd.merge(REE,country_sq_2018, on=\"Country\")\n", + "ds[\"ratio\"]= ds[\"Commods\"]/ds[\"square 2018\"]*1000000\n", + "ds.sort_values(by = \"ratio\", ascending = False)\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Geoploting" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "import geopandas\n", + "import shapely\n", + "\n", + "world = geopandas.read_file(geopandas.datasets.get_path('naturalearth_lowres'))\n", + "\n", + "geo_map = geopandas.GeoDataFrame(ds)\n", + "\n", + "geo_geo = pd.read_csv(\"worldcities.csv\")\n", + "\n", + "#map_map = geopandas.GeoDataFrame(geo_map, geometry=geopandas.points_from_xy(geo_geo.lng, geo_geo.lat))\n", + "\n", + "#geo_geo = geo_geo[geo_geo[admin_name]]\n", + "world= world.rename(columns={\"name\": \"Country\"})\n" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "pop_est 0\n", + "continent 0\n", + "Country_x 0\n", + "iso_a3 0\n", + "gdp_md_est 0\n", + "geometry 0\n", + "Country_y 84\n", + "Commods 84\n", + "square 2018 84\n", + "ratio 84\n", + "dtype: int64" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import geopandas\n", + "import shapely\n", + "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", + "from matplotlib.collections import PatchCollection\n", + "new_world = world.merge(ds, how = \"left\", on = \"iso_a3\")\n", + "new_world.isnull().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'PatchCollection' object has no property 'cax'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mAttributeError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 11\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 12\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 13\u001b[1;33m \u001b[0mmap_map\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnew_world\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcolumn\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'Commods'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlegend\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mTrue\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0max\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcax\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 14\u001b[0m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0maxis\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'off'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 15\u001b[0m \u001b[0mfig\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mmap_map\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_figure\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\Anaconda3\\lib\\site-packages\\geopandas\\geodataframe.py\u001b[0m in \u001b[0;36mplot\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 532\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mthere\u001b[0m\u001b[1;33m.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 533\u001b[0m \"\"\"\n\u001b[1;32m--> 534\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mplot_dataframe\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 535\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 536\u001b[0m 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MultiLineString components in same collection\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\Anaconda3\\lib\\site-packages\\geopandas\\plotting.py\u001b[0m in \u001b[0;36mplot_polygon_collection\u001b[1;34m(ax, geoms, values, color, cmap, vmin, vmax, **kwargs)\u001b[0m\n\u001b[0;32m 99\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 100\u001b[0m collection = PatchCollection([PolygonPatch(poly) for poly in geoms],\n\u001b[1;32m--> 101\u001b[1;33m **kwargs)\n\u001b[0m\u001b[0;32m 102\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 103\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mvalues\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Roaming\\Python\\Python37\\site-packages\\matplotlib\\collections.py\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, patches, match_original, **kwargs)\u001b[0m\n\u001b[0;32m 1803\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'antialiaseds'\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[0mp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_antialiased\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mp\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mpatches\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1804\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1805\u001b[1;33m \u001b[0mCollection\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1806\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1807\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_paths\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mpatches\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Roaming\\Python\\Python37\\site-packages\\matplotlib\\collections.py\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, edgecolors, facecolors, linewidths, linestyles, capstyle, joinstyle, antialiaseds, offsets, transOffset, norm, cmap, pickradius, hatch, urls, offset_position, zorder, **kwargs)\u001b[0m\n\u001b[0;32m 160\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 161\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_path_effects\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 162\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 163\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_paths\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 164\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m~\\AppData\\Roaming\\Python\\Python37\\site-packages\\matplotlib\\artist.py\u001b[0m in \u001b[0;36mupdate\u001b[1;34m(self, props)\u001b[0m\n\u001b[0;32m 972\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 973\u001b[0m \u001b[1;32mwith\u001b[0m \u001b[0mcbook\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_setattr_cm\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m 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\u001b[0mcallable\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfunc\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 969\u001b[0m raise AttributeError('{!r} object has no property {!r}'\n\u001b[1;32m--> 970\u001b[1;33m .format(type(self).__name__, k))\n\u001b[0m\u001b[0;32m 971\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mv\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 972\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mAttributeError\u001b[0m: 'PatchCollection' object has no property 'cax'" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", + "from matplotlib.collections import PatchCollection\n", + "\n", + "#new_world = new_world.merge(ds, how = \"left\", on = \"Country\")\n", + "\n", + "fig, ax = plt.subplots(1, 1, figsize=(20,10))\n", + "\n", + "divider = make_axes_locatable(ax)\n", + "cax = divider.append_axes(\"right\", size=\"1%\", pad=0.1)\n", + "#cb1 = colorbar(im1, cax=cax)\n", + "\n", + "\n", + "map_map = new_world.plot(column='Commods', legend = True, ax=ax, cax=ax)\n", + "plt.axis('off')\n", + "fig = map_map.get_figure()\n", + "fig.savefig(\"map_ree.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "pop_est 4\n", + "continent 4\n", + "Country 0\n", + "iso_a3_x 4\n", + "gdp_md_est 4\n", + "geometry 4\n", + "Commods 0\n", + "iso_a3_y 0\n", + "square 2018 0\n", + "ratio 0\n", + "dtype: int64" + ] + }, + "execution_count": 113, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "new_world.isnull().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 118, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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pop_estcontinentCountryiso_a3_xgdp_md_estgeometryCommodsiso_a3_ysquare 2018ratio
02.840000e+07AsiaAfghanistanAFG22270.0POLYGON ((61.21081709172574 35.65007233330923,...3AFG6.528600e+054.595166
11.279929e+07AfricaAngolaAGO110300.0(POLYGON ((16.32652835456705 -5.87747039146621...11AGO1.246700e+068.823293
24.798491e+06AsiaUnited Arab EmiratesARE184300.0POLYGON ((51.57951867046327 24.24549713795111,...2ARE7.102000e+0428.161081
34.091358e+07South AmericaArgentinaARG573900.0(POLYGON ((-65.50000000000003 -55.199999999999...39ARG2.736690e+0614.250792
42.967004e+06AsiaArmeniaARM18770.0POLYGON ((43.58274580259273 41.09214325618257,...6ARM2.847000e+04210.748156
52.126264e+07OceaniaAustraliaAUS800200.0(POLYGON ((145.3979781434948 -40.7925485166058...466AUS7.692020e+0660.582266
68.210281e+06EuropeAustriaAUT329500.0POLYGON ((16.97966678230404 48.12349701597631,...12AUT8.252300e+04145.414009
78.988091e+06AfricaBurundiBDI3102.0POLYGON ((29.33999759290035 -4.499983412294092...13BDI2.568000e+04506.230530
81.041434e+07EuropeBelgiumBEL389300.0POLYGON ((3.314971144228537 51.34578095153609,...2BEL3.028000e+0466.050198
91.560509e+08AsiaBangladeshBGD224000.0POLYGON ((92.67272098182556 22.04123891854125,...22BGD1.301700e+05169.009756
109.775246e+06South AmericaBoliviaBOL43270.0POLYGON ((-62.84646847192156 -22.0349854468694...6BOL1.083300e+065.538632
111.987393e+08South AmericaBrazilBRA1993000.0POLYGON ((-57.62513342958296 -30.2162948544542...173BRA8.358140e+0620.698385
121.990876e+06AfricaBotswanaBWA27060.0POLYGON ((25.64916344575016 -18.53602589281899...2BWA5.667300e+053.529017
133.348721e+07North AmericaCanadaCAN1300000.0(POLYGON ((-63.66449999999998 46.5500099999999...254CAN9.093510e+0627.932009
147.604467e+06EuropeSwitzerlandCHE316700.0POLYGON ((9.59422610844635 47.52505809182027, ...2CHE3.951600e+0450.612409
151.660171e+07South AmericaChileCHL244500.0(POLYGON ((-68.63401022758316 -52.636370458874...1CHL7.435320e+051.344932
161.338613e+09AsiaChinaCHN7973000.0(POLYGON ((110.3391878601516 18.67839508714761...214CHN9.388210e+0622.794548
171.887930e+07AfricaCameroonCMR42750.0POLYGON ((13.07582238124675 2.267097072759015,...2CMR4.727100e+054.230924
184.564402e+07South AmericaColombiaCOL395400.0POLYGON ((-75.37322323271385 -0.15203175212045...2COL1.109500e+061.802614
198.232976e+07EuropeGermanyDEU2918000.0POLYGON ((9.921906365609232 54.98310415304803,...8DEU3.493600e+0522.899015
205.500510e+06EuropeDenmarkDNK203600.0(POLYGON ((12.69000613775563 55.60999095318078...1DNK4.199000e+0423.815194
213.417819e+07AfricaAlgeriaDZA232900.0POLYGON ((11.99950564947161 23.47166840259645,...2DZA2.381740e+060.839722
224.052500e+07EuropeSpainESP1403000.0POLYGON ((-9.034817674180246 41.88057058365968...5ESP4.995640e+0510.008728
235.250275e+06EuropeFinlandFIN193500.0POLYGON ((28.59192955904319 69.06477692328666,...47FIN3.039100e+05154.651048
246.405779e+07EuropeFranceFRA2128000.0(POLYGON ((-52.55642473001839 2.50470530843705...17FRA5.475570e+0531.046996
251.514993e+06AfricaGabonGAB21110.0POLYGON ((11.09377282069192 -3.978826592630547...1GAB2.576700e+053.880933
266.226200e+07EuropeUnited KingdomGBR1977704.0(POLYGON ((-5.661948614921897 54.5546031764838...12GBR2.419300e+0549.601124
272.383250e+07AfricaGhanaGHA34200.0POLYGON ((1.060121697604927 5.928837388528876,...1GHA2.275400e+054.394832
281.005798e+07AfricaGuineaGIN10600.0POLYGON ((-8.439298468448698 7.686042792181738...2GIN2.457200e+058.139346
291.073743e+07EuropeGreeceGRC343000.0(POLYGON ((23.699980096133 35.70500438083553, ...23GRC1.289000e+05178.432894
.................................
641.070792e+07EuropePortugalPRT208627.0POLYGON ((-9.034817674180246 41.88057058365968...2PRT9.160560e+0421.832727
656.995655e+06South AmericaParaguayPRY28890.0POLYGON ((-62.68505713565789 -22.2490292294223...2PRY3.973000e+055.033979
662.221542e+07EuropeRomaniaROU271400.0POLYGON ((22.71053144704049 47.88219391538941,...11ROU2.300800e+0547.809458
672.868663e+07AsiaSaudi ArabiaSAU576500.0POLYGON ((42.77933230975097 16.34789134364868,...15SAU2.149690e+066.977750
681.371160e+07AfricaSenegalSEN21980.0POLYGON ((-16.71372880702347 13.59495860437985...1SEN1.925300e+055.193996
696.440053e+06AfricaSierra LeoneSLE4285.0POLYGON ((-11.43877946618205 6.785916856305747...1SLE7.218000e+0413.854253
709.832017e+06AfricaSomaliaSOM5524.0POLYGON ((49.72862 11.5789, 50.25878000000001 ...2SOM6.273400e+053.188064
717.379339e+06EuropeSerbiaSRB80340.0POLYGON ((20.87431277841341 45.41637543393432,...2SRB8.746000e+0422.867597
724.812670e+05South AmericaSurinameSUR4254.0POLYGON ((-57.14743648947689 5.973149929219161...1SUR1.560000e+056.410256
739.059651e+06EuropeSwedenSWE344300.0POLYGON ((22.18317345550193 65.72374054632017,...88SWE4.073100e+05216.051656
746.019877e+06AfricaTogoTGO5118.0POLYGON ((1.865240512712319 6.142157701029731,...1TGO5.439000e+0418.385733
756.590541e+07AsiaThailandTHA547400.0POLYGON ((102.5849324890267 12.18659495691328,...34THA5.108900e+0566.550529
767.349145e+06AsiaTajikistanTJK13160.0POLYGON ((71.01419803252017 40.24436554621823,...56TJK1.387900e+05403.487283
774.884887e+06AsiaTurkmenistanTKM29780.0POLYGON ((61.21081709172574 35.65007233330923,...2TKM4.699300e+054.255953
781.048634e+07AfricaTunisiaTUN81710.0POLYGON ((9.482139926805274 30.30755605724619,...1TUN1.553600e+056.436663
797.680552e+07AsiaTurkeyTUR902700.0(POLYGON ((36.91312706884216 41.33535838476431...21TUR7.696300e+0527.285839
804.104853e+07AfricaTanzaniaTZA54250.0POLYGON ((33.9037111971046 -0.9499999999999886...10TZA8.858000e+0511.289230
813.236956e+07AfricaUgandaUGA39380.0POLYGON ((31.86617000000007 -1.027359999999931...3UGA2.005200e+0514.961101
824.570040e+07EuropeUkraineUKR339800.0POLYGON ((31.78599816257159 52.10167796488545,...16UKR5.792900e+0527.620018
833.494382e+06South AmericaUruguayURY43160.0POLYGON ((-57.62513342958296 -30.2162948544542...10URY1.750200e+0557.136327
843.139730e+08North AmericaUnited StatesUSA15094000.0(POLYGON ((-155.54211 19.08348000000001, -155....153USA9.147420e+0616.726028
852.760601e+07AsiaUzbekistanUZB71670.0POLYGON ((66.51860680528867 37.36278432875879,...78UZB4.254000e+05183.356841
868.696752e+07AsiaVietnamVNM241700.0POLYGON ((108.0501802917829 21.55237986906012,...49VNM3.100700e+05158.028832
874.905249e+07AfricaSouth AfricaZAF491000.0POLYGON ((31.52100141777888 -29.25738697684626...20ZAF1.213090e+0616.486823
881.186274e+07AfricaZambiaZMB17500.0POLYGON ((32.75937544122132 -9.23059905358906,...9ZMB7.433900e+0512.106700
891.261960e+07AfricaZimbabweZWE9323.0POLYGON ((31.19140913262129 -22.2515096981724,...7ZWE3.868500e+0518.094869
90NaNNaNRussian FederationNaNNaNNaN148RUS1.637687e+079.037136
91NaNNaNCzech RepublicNaNNaNNaN5CZE7.722000e+0464.750065
92NaNNaNCabo VerdeNaNNaNNaN2CPV4.030000e+03496.277916
93NaNNaNBosnia and HerzegovinaNaNNaNNaN1BIH5.120000e+0419.531250
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94 rows × 10 columns

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List of private spaceflight companies

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From Wikipedia, the free encyclopedia
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This page is a list of non-governmental entities that currently offer—or are planning to offer—equipment and services geared towards spaceflight, both robotic and human.\n", + "

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List of abbreviations used in this article\n", + "
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LEO: Low Earth orbit
GTO: Geostationary transfer orbit
VTOL: Vertical take-off and landing
SSTO: Single-stage-to-orbit
TSTO: Two-stage-to-orbit
SSTSO: Single-stage-to-sub-orbit
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Commercial astronauts[edit]

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Manufacturers of space vehicles[edit]

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Cargo transport vehicles[edit]

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See also: Comparison of space station cargo vehicles
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Company name\n", + "Spacecraft\n", + "Launch system\n", + "Length (m)\n", + "Dry mass (kg)\n", + "Launch mass (kg)\n", + "Payload (kg)\n", + "Payload volume (m³)\n", + "Return payload (kg)\n", + "Diameter (m)\n", + "Generated power (W)\n", + "Automated docking\n", + "Status\n", + "
SpaceX\n", + "Dragon\n", + "Falcon 9 Block 5\n", + "6.1\n", + "4,200[4]\n", + "10,200\n", + "3,310 pressurized or unpressurized, in any mixture[5]\n", + "10.0 (pressurized), plus 14 (unpressurized), or 34 (unpressurized with extended trunk)[6]\n", + "2,500 capsule return[7]\n", + "3.7\n", + "2,000[8]\n", + "No\n", + "Operational (18/19)\n", + "
Dragon 2\n", + "Falcon 9 Block 5\n", + "8.1\n", + "6,400\n", + "\n", + "3,310\n", + "10.0 (pressurized), plus 14 (unpressurized)\n", + "2,500\n", + "3.7\n", + "\n", + "Yes\n", + "Development\n", + "
Orbital\n", + "Cygnus (standard)\n", + "Antares 1x0\n", + "5.14\n", + "1,500[9]\n", + "\n", + "2,000[9]\n", + "18.9[9]\n", + "None\n", + "3.07\n", + "3,500[10]\n", + "No\n", + "Retired (3/4)\n", + "
Northrop Grumman Innovation Systems\n", + "Cygnus (enhanced)\n", + "Antares 230
Atlas V 401\n", + "		6.34\n", + "1,800[11]\n", + "\n", + "3,500[11]\n", + "27[11]\n", + "None\n", + "3.07\n", + "\n", + "No\n", + "Operational (7/7)\n", + "
Sierra Nevada Corporation\n", + "Dream Chaser Cargo System\n", + "Atlas V
Vulcan[12]\n", + "		\n", + "\n", + "\n", + "5,000 pressurized, 500 unpressurized[13]\n", + "\n", + "1,750[13]\n", + "\n", + "\n", + "Yes\n", + "Development\n", + "
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Crew transport vehicles[edit]

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See also: Comparison of crewed space vehicles
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Orbital[edit]

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Company name\n", + "Spacecraft\n", + "Range\n", + "Launch
system\n", + "		Crew
size\n", + "		Length (m)\n", + "Diameter (m)\n", + "Launch mass (kg)\n", + "Power
system\n", + "		Generated
power (W)\n", + "		First
spaceflight*\n", + "		Status\n", + "
Blue Origin\n", + "Biconic Space Vehicle\n", + "LEO\n", + "New Glenn\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Planned date not known\n", + "Development\n", + "
Boeing\n", + "CST-100\n", + "LEO\n", + "Multiple, initially Atlas V\n", + "7 [14]\n", + "5.03 [15]\n", + "4.56 [15]\n", + "\n", + "Solar panels\n", + "\n", + "Planned: November 2019
(August 2019)\n", + "		Development\n", + "
Sierra Nevada Corporation\n", + "Dream Chaser Space System\n", + "LEO\n", + "Multiple, initially Atlas V\n", + "7 [16][17]\n", + "9 [18]\n", + "\n", + "11,300 [19]\n", + "\n", + "\n", + "Planned date not known\n", + "Development\n", + "
SpaceX\n", + "Dragon 2\n", + "LEO\n", + "Falcon 9 Block 5\n", + "7[note 1]\n", + "8.1[20]\n", + "3.7[21]\n", + "\n", + "Solar panels\n", + "\n", + "Planned: 2019
(2 March 2019)\n", + "		Operational (1/1)\n", + "
Starship\n", + "Mars[22][note 2]\n", + "BFR[22]\n", + "100[note 3]\n", + "48[22]\n", + "9[22][note 4]\n", + "1,335,000[22]\n", + "Solar panels\n", + "\n", + "Planned: 2019−2020 [22]\n", + "Development\n", + "
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* - Format: Crewed (Uncrewed), includes failures
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    \n", + "
  1. ^ Number of seats will probably be a multiple of the 3 crew member rotations for the ISS\n", + "
    2. \n", + "
  2. ^ Although designed to land almost everywhere in the solar system, Elon Musk only wanted this vehicle to colonize Mars\n", + "
    3. \n", + "
  3. ^ Number of seats would be lower on early missions\n", + "
    4. \n", + "
  4. ^ Plus delta wings/legs\n", + "
    5. \n", + "
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Suborbital[edit]

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See also: Ansari X Prize § Contestants
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Company name\n", + "Spacecraft\n", + "Range\n", + "Launch
system\n", + "		Crew
size\n", + "		Length (m)\n", + "Diameter (m)\n", + "Launch mass (kg)\n", + "First
spaceflight*\n", + "		Status\n", + "
Scaled Composites\n", + "SpaceShipOne\n", + "100 km (62 mi)
X Prize\n", + "		White Knight
Hybrid Motor\n", + "		1\n", + "8.53\n", + "8.05\n", + "3,600\n", + "2004\n", + "Retired (3/3)[note 1]\n", + "
Blue Origin\n", + "New Shepard\n", + "114 km (71 mi) (capsule, using the launch escape system motor)\n", + "N/A\n", + "6\n", + "\n", + "\n", + "\n", + "29 April 2015\n", + "Testing (9/9)\n", + "
The Spaceship Company\n", + "SpaceShipTwo\n", + "110 km (68 mi)
Kármán line+10\n", + "		White Knight Two
RocketMotorTwo\n", + "		1\n", + "18.3\n", + "8.3\n", + "9,740\n", + "13 December 2018\n", + "Operational\n", + "
Copenhagen Suborbitals[note 2]\n", + "Tycho Deep Space\n", + "105 km
\n", + "		Spica 100kN LOX/Ethanol\n", + "1\n", + "13\n", + "0.955\n", + "4,000\n", + "Planned date not known\n", + "Development\n", + "
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* - Format: Crewed (Uncrewed), includes failures
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    \n", + "
  1. ^ Does not include crewed atmospheric flights\n", + "
    2. \n", + "
  2. ^ Denmark's amateur manned space program. Copenhagen Suborbitals official website\n", + "
    3. \n", + "
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Launch vehicle makers[edit]

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Further information: List of orbital launch systems
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Company name\n", + "Launcher
name\n", + "		Launcher
type\n", + "		No. of
stages\n", + "		Maximum
reach\n", + "		Launcher
status\n", + "		Maiden
flight\n", + "		Ref\n", + "
ARCA\n", + "Haas 2b\n", + "Suborbital crewed rocket\n", + "1\n", + "Suborbital\n", + "Development\n", + "\n", + "[23]\n", + "
Haas 2CA\n", + "Light rocket\n", + "1\n", + "LEO\n", + "Development\n", + "2018 (planned)\n", + "[24]\n", + "
Super Haas\n", + "Medium rocket\n", + "2\n", + "LEO\n", + "Proposed\n", + "2019 (planned)\n", + "[25]\n", + "
Australian Space Research Institute\n", + "AUSROC Nano\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "\n", + "[26]\n", + "
Astra Space\n", + "Rocket 1\n", + "Sounding rocket\n", + "2\n", + "Suborbital\n", + "Retired (0/1)\n", + "2018\n", + "[27][28][29]\n", + "
Rocket 2\n", + "Sounding rocket\n", + "2\n", + "Suborbital\n", + "Operational (0/1)\n", + "2018\n", + "[30]\n", + "
Astra\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "\n", + "[31]\n", + "
SALVO\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Cancelled\n", + "—\n", + "[32][33][34]\n", + "
Blue Origin\n", + "New Shepard\n", + "Suborbital crewed rocket\n", + "1\n", + "Suborbital\n", + "Operational (8/8)\n", + "2015\n", + "\n", + "
New Glenn\n", + "Heavy rocket\n", + "2 or 3\n", + "GTO\n", + "Development\n", + "2020 (planned)\n", + "[35][36]\n", + "
Canadian Arrow\n", + "Canadian Arrow\n", + "Suborbital crewed rocket\n", + "2\n", + "Suborbital\n", + "Cancelled\n", + "—\n", + "[37]\n", + "
Datiotec Aeroespacial / INMEU A.C.\n", + "JFCR.2000-Pollux\n", + "Sounding socket\n", + "1\n", + "Suborbital\n", + "Development\n", + "\n", + "[38][39]\n", + "
Exos Aerospace\n", + "SARGE\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Operational (1/1)\n", + "2018\n", + "[40][41]\n", + "
Firefly Aerospace\n", + "Firefly Alpha\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2019 (planned)\n", + "\n", + "
Firefly Beta\n", + "Light rocket\n", + "2 + 2 boosters\n", + "LEO\n", + "Development\n", + "\n", + "\n", + "
General Astronautics\n", + "Urania\n", + "Medium rocket\n", + "3\n", + "LEO\n", + "Cancelled\n", + "—\n", + "[42][43]\n", + "
Gilmour Space Technologies\n", + "Ariel\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Development\n", + "2019 (planned)\n", + "[44]\n", + "
Eris\n", + "Light rocket\n", + "3\n", + "LEO\n", + "Development\n", + "2020 (planned)\n", + "[44]\n", + "
Generation Orbit\n", + "GOLauncher 1\n", + "Air-launched sounding rocket\n", + "1 + airplane\n", + "Suborbital\n", + "Development\n", + "2019 (planned)\n", + "[45]\n", + "
GOLauncher 2\n", + "Air-launch-to-orbit\n", + "2 + airplane\n", + "LEO\n", + "Development\n", + "\n", + "\n", + "
Independence-X Aerospace\n", + "DNLV (Dedicated Nano Launch Vehicle)\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2023 (planned)\n", + "[46][47]\n", + "
Interorbital Systems\n", + "NEPTUNE N series\n", + "Light rocket\n", + "3–4\n", + "LEO\n", + "Development\n", + "\n", + "[48][49]\n", + "
NEPTUNE N36\n", + "Light rocket\n", + "4\n", + "TLI\n", + "Proposed\n", + "\n", + "[48][49]\n", + "
Neptune TSAAHTO\n", + "Medium rocket\n", + "2½\n", + "TLI\n", + "Proposed\n", + "\n", + "[48]\n", + "
Interstellar Technologies\n", + "Momo\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Operational (0/2)\n", + "2017\n", + "[50][51]\n", + "
Leaf Space\n", + "Primo\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Proposed\n", + "\n", + "[52][53]\n", + "
Lin Industrial\n", + "Taymyr\n", + "Light rocket\n", + "3\n", + "LEO\n", + "Development\n", + "2020 (planned)\n", + "[54][55]\n", + "
Lockheed Martin\n", + "VentureStar\n", + "Reusable spaceplane\n", + "1\n", + "LEO\n", + "Cancelled\n", + "—\n", + "[56]\n", + "
Athena\n", + "Medium rocket\n", + "2 or 3\n", + "TLI\n", + "Retired (5/7)\n", + "1995\n", + "\n", + "
Mishaal Aerospace\n", + "M-SV\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Development\n", + "\n", + "[57][58][59]\n", + "
M-OV\n", + "Light rocket\n", + "1 + 6 Boosters\n", + "LEO\n", + "Development\n", + "\n", + "[57][58][60]\n", + "
M-LV\n", + "Light rocket\n", + "1 + 8 boosters\n", + "TLI\n", + "Development\n", + "\n", + "[57][58][61]\n", + "
OneSpace\n", + "OS-X\n", + "Sounding rocket\n", + "2\n", + "Suborbital\n", + "Operational (2/2)\n", + "2018\n", + "[62]\n", + "
OS-M1\n", + "Light rocket\n", + "3\n", + "LEO\n", + "Operational (0/1)\n", + "2019\n", + "[63]\n", + "
OS-M2\n", + "Light rocket\n", + "3 + 2 boosters\n", + "LEO\n", + "Development\n", + "\n", + "[64]\n", + "
OS-M4\n", + "Light rocket\n", + "3 + 4 boosters\n", + "LEO\n", + "Development\n", + "\n", + "[65]\n", + "
Orbex\n", + "Prime\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2021 (planned)\n", + "[66]\n", + "
Northrop Grumman Innovation Systems\n", + "Antares\n", + "Medium rocket\n", + "3\n", + "LEO\n", + "Operational (8/9)\n", + "2013\n", + "[67]\n", + "
Minotaur-C, formerly Taurus\n", + "Light rocket\n", + "4\n", + "LEO\n", + "Operational (7/10)\n", + "1994\n", + "[68][69][70]\n", + "
Pegasus\n", + "Air-launch-to-orbit\n", + "3-4 + airplane\n", + "HEO\n", + "Operational (38/43)\n", + "1990\n", + "\n", + "
Omega\n", + "Medium rocket\n", + "3 + 0-6 boosters\n", + "GEO\n", + "Development\n", + "2021 (planned)\n", + "\n", + "
Orbital Transport & Raketen AG\n", + "OTRAG\n", + "Medium rocket\n", + "variable\n", + "LEO (designed)
Suborbital (achieved)\n", + "		Retired (15/18)\n", + "1977\n", + "[71]\n", + "
PLD Space\n", + "Miura 1\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Development\n", + "2019 (planned)\n", + "[72][73][74]\n", + "
Miura 5\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2020 (planned)\n", + "[73]\n", + "
Relativity Space\n", + "Terran 1\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2020 (planned)\n", + "[75]\n", + "
Rocket Crafters\n", + "Intrepid-1\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2018 (planned)\n", + "[76][77]\n", + "
Rocket Lab\n", + "Ātea-1\n", + "Sounding rocket\n", + "2\n", + "Suborbital\n", + "Retired (1/1)\n", + "2009\n", + "[78][79]\n", + "
Ātea-2\n", + "Sounding rocket\n", + "2\n", + "Suborbital\n", + "Cancelled\n", + "\n", + "[80]\n", + "
Electron\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Operational (4/5)\n", + "2017\n", + "[81]\n", + "
RocketStar\n", + "Star-Lord\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2019 (planned)\n", + "[82]\n", + "
Skyroot Aerospace\n", + "Vikram-1\n", + "Light rockets\n", + "3\n", + "LEO\n", + "Development\n", + "2021(Planned)\n", + "[83]\n", + "
Skyrora\n", + "Skyrora-1\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Development\n", + "2018 (planned)\n", + "[84][85]\n", + "
Skyrora XL\n", + "Light rocket\n", + "3\n", + "LEO\n", + "Development\n", + "\n", + "[86][87]\n", + "
SpaceForest\n", + "Bigos\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Operational (5/5)\n", + "2015\n", + "[88]\n", + "
Candle-2\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Operational (1/1)\n", + "2016\n", + "[89][90][91]\n", + "
SIR (Suborbital Inexpensive Rocket)\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Development\n", + "2022 (planned)\n", + "[88][92]\n", + "
Space Services Inc.\n", + "Percheron\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Cancelled\n", + "—\n", + "[93]\n", + "
Conestoga 1620\n", + "Medium rocket\n", + "4\n", + "LEO (designed)
Suborbital (achieved)\n", + "		Retired (0/1)\n", + "1995\n", + "[93]\n", + "
SpaceLS\n", + "Prometheus-1\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "\n", + "[94][95]\n", + "
SpaceX\n", + "Falcon 1\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Retired (2/5)\n", + "2008\n", + "[96]\n", + "
Falcon 1e\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Cancelled\n", + "—\n", + "[96]\n", + "
Falcon 5\n", + "Medium rocket\n", + "2\n", + "GTO\n", + "Cancelled\n", + "—\n", + "[97]\n", + "
Falcon 9 v1.0\n", + "Medium rocket\n", + "2\n", + "GTO (designed)
LEO (achieved)\n", + "		Retired (5/5)\n", + "2010\n", + "[98]\n", + "
Falcon 9 v1.1\n", + "Medium rocket\n", + "2\n", + "HCO\n", + "Retired (14/15)\n", + "2013\n", + "[98]\n", + "
Falcon 9 Full Thrust\n", + "Medium rocket (first stage reusable) /
Heavy Rocket (expendable configuration)\n", + "		2\n", + "TMI[99]\n", + "Operational (36/36)\n", + "2015\n", + "[98]\n", + "
Falcon 9 Block 5\n", + "Medium rocket (first stage reusable) /
Heavy Rocket (expendable configuration)\n", + "		2\n", + "TMI[99]\n", + "Operational (13/13)\n", + "2018\n", + "[100][101]\n", + "
Falcon Heavy\n", + "Heavy rocket (first stage core and side boosters reusable) / Super heavy rocket (expendable configuration)\n", + "2 + 2 boosters\n", + "Deep space (Pluto)[102]\n", + "Operational (2/2)\n", + "2018\n", + "[98][103]\n", + "
ITS Launch Vehicle\n", + "Super heavy rocket\n", + "2\n", + "Deep space[104]\n", + "Cancelled\n", + "—\n", + "[105]\n", + "
BFR\n", + "Super heavy rocket\n", + "2\n", + "TMI\n", + "Development\n", + "2019 (planned)[106]\n", + "[107]\n", + "
United Launch Alliance\n", + "Atlas V\n", + "Medium rocket\n", + "2 + 0-5 boosters\n", + "TMI\n", + "Operational (78/79)\n", + "2002\n", + "[108]\n", + "
Delta II 6000\n", + "Medium rocket\n", + "2-3 + 9 boosters\n", + "GTO\n", + "Retired (17/17)\n", + "1989\n", + "[109]\n", + "
Delta II 7000\n", + "Light rocket\n", + "2-3 + 3, 4 or 9 boosters\n", + "GTO\n", + "Retired (130/132)\n", + "1990\n", + "[109]\n", + "
Delta II 7000H\n", + "Medium rocket\n", + "2-3 + 9 boosters\n", + "TMI\n", + "Retired (6/6)\n", + "2003\n", + "[109]\n", + "
Delta IV\n", + "Medium rocket\n", + "2 + 0, 2 or 4 boosters\n", + "GTO\n", + "Retired\n", + "2003\n", + "[110]\n", + "
Delta IV Heavy\n", + "Heavy rocket\n", + "2 + 2 boosters\n", + "GTO\n", + "Operational (10/11)\n", + "2004\n", + "[111]\n", + "
Vulcan\n", + "Heavy rocket\n", + "2 + 0-6 boosters\n", + "GTO\n", + "Development\n", + "2020 (planned)\n", + "[112]\n", + "
Vector Launch\n", + "Vector-R\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2018 (planned)\n", + "\n", + "
Vector-RE1\n", + "Light rocket\n", + "2 or 3\n", + "LEO\n", + "Development\n", + "\n", + "\n", + "
Vector-H\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2019 (planned)\n", + "\n", + "
Vector-HE1\n", + "Light rocket\n", + "2 or 3\n", + "LEO\n", + "Development\n", + "\n", + "\n", + "
Virgin Galactic\n", + "LauncherOne\n", + "Air-launch-to-orbit\n", + "2 + airplane\n", + "LEO\n", + "Testing\n", + "Q4 2019 (planned)\n", + "[113]\n", + "
Zero2infinity\n", + "Bloostar\n", + "Rockoon system (high-altitude balloon and in-space rocket launcher)\n", + "3 + high-altitude balloon\n", + "LEO\n", + "Development\n", + "Unknown\n", + "[114]\n", + "
\n", + "

Landers, rovers and orbiters[edit]

\n", + "
See also: Google Lunar X Prize § Competitors
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Company name\n", + "Craft name\n", + "Craft type\n", + "Craft status\n", + "Ref\n", + "
ARCASPACE\n", + "ELE (European Lunar Explorer)\n", + "lunar orbiter\n", + "Cancelled\n", + "[115]\n", + "
Astrobotic Technology\n", + "Red Rover\n", + "lunar rover\n", + "Development\n", + "[116]\n", + "
Griffin (previously Artemis Lander)\n", + "lunar lander\n", + "Negotiating\n", + "[117]\n", + "
Peregrine Lander\n", + "lunar lander\n", + "Development\n", + "[118]\n", + "
Euroluna\n", + "ROMIT\n", + "lunar rover\n", + "Cancelled\n", + "[119]\n", + "
Golden Spike Company
(defunct)\n", + "		unnamed\n", + "crewed lunar lander\n", + "Cancelled\n", + "[120]\n", + "
Hakuto\n", + "Sorato\n", + "lunar rover\n", + "Development\n", + "[121][122]\n", + "
Tetris\n", + "lunar rover\n", + "Cancelled\n", + "[123]\n", + "
Independence-X Aerospace\n", + "SQUALL (Scientific Quest Unmanned Autonomous Lunar Lander)\n", + "lunar lander\n", + "Cancelled\n", + "[124]\n", + "
Interorbital Systems\n", + "RIPPER (Robotic InterPlanetary Prospector Excavator Retriever)\n", + "lunar lander\n", + "Development\n", + "[125]\n", + "
Intuitive Machines\n", + "Nova-C lander, and Universal Reentry Vehicle (URV)[126]\n", + "lunar lander; reusable orbital vehicle\n", + "Development\n", + "[127]\n", + "
Lunar Mission One\n", + "unnamed\n", + "lunar lander\n", + "Proposed (2014)\n", + "[128]\n", + "
Masten Space Systems\n", + "XEUS\n", + "lunar lander\n", + "Negotiating\n", + "[117]\n", + "
Masten Space Systems\n", + "XL-1\n", + "lunar lander\n", + "Development\n", + "[129]\n", + "
Moon Express\n", + "MX-1\n", + "lunar lander\n", + "Testing\n", + "[117][130]\n", + "
Odyssey Moon\n", + "MoonOne (M-1)\n", + "lunar rover\n", + "Cancelled\n", + "[131]\n", + "
Omega Envoy\n", + "Sagan\n", + "lunar rover\n", + "Cancelled\n", + "[132]\n", + "
OrbitBeyond\n", + "Z-01\n", + "lunar landers and rovers\n", + "Proposed (2018)\n", + "[133][134]\n", + "
PTScientists\n", + "Audi Lunar quattro\n", + "lunar rover\n", + "Testing\n", + "[135]\n", + "
PTScientists\n", + "ALINA (Autonomous Landing and Navigation Module)\n", + "lunar lander\n", + "Development\n", + "[136]\n", + "
Puli Space Technologies\n", + "Puli\n", + "lunar rover\n", + "Fundraising\n", + "[137]\n", + "
Team FREDNET\n", + "Picorover\n", + "lunar rover\n", + "Cancelled\n", + "[138]\n", + "
Team Italia\n", + "AMALIA (Ascensio Machinae Ad Lunam Italica Arte)\n", + "lunar rover\n", + "Cancelled\n", + "[139]\n", + "
Team Indus\n", + "HHK-1\n", + "lunar lander\n", + "Development\n", + "\n", + "
Team Indus\n", + "ECA\n", + "lunar rover\n", + "Development\n", + "\n", + "
TransOrbital\n", + "TrailBlazer\n", + "lunar orbiter\n", + "Cancelled\n", + "[140]\n", + "
Team Plan B\n", + "Plan B\n", + "lunar rover\n", + "Cancelled\n", + "\n", + "
Space IL\n", + "Beresheet\n", + "lunar lander\n", + "Crashed upon landing\n", + "\n", + "
STELLAR\n", + "Stellar Eagle\n", + "lunar rover\n", + "Cancelled\n", + "[141]\n", + "
Synergy Moon\n", + "Tesla\n", + "lunar rover\n", + "Development\n", + "[142]\n", + "
\n", + "

Research craft and tech demonstrators[edit]

\n", + "
Further information: List of sounding rockets
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Company name\n", + "Craft name\n", + "Craft purpose\n", + "Craft status\n", + "Ref\n", + "
ARCA\n", + "Demonstrator 2b\n", + "demonstrate reusable monopropellant engine\n", + "Retired\n", + "\n", + "
Armadillo Aerospace\n", + "Quad\n", + "demonstrate VTOL\n", + "Retired\n", + "\n", + "
ASRI\n", + "AUSROC I\n", + "systems Testing\n", + "Retired\n", + "\n", + "
AUSROC II\n", + "payload to 10 km\n", + "Retired\n", + "\n", + "
AUSROC 2.5\n", + "systems Testing\n", + "Testing\n", + "\n", + "
AUSROC III\n", + "payload of 150 kg to 500 km\n", + "Development\n", + "\n", + "
Blue Origin\n", + "Goddard\n", + "demonstrate VTOL\n", + "Retired\n", + "\n", + "
Interorbital Systems\n", + "Neutrino\n", + "systems Testing\n", + "Operational\n", + "\n", + "
Tachyon\n", + "systems Testing\n", + "Operational\n", + "[143]\n", + "
Lockheed Martin\n", + "X-33\n", + "demonstrate SSTO\n", + "Cancelled\n", + "\n", + "
Masten Space Systems\n", + "XA-0.1\n", + "demonstrate VTOL\n", + "Retired\n", + "\n", + "
XA-0.1B\n", + "Lunar Lander Challenge Level 1\n", + "Operational\n", + "\n", + "
XA-0.1E\n", + "Lunar Lander Challenge Level 2, commercial precursor flights\n", + "Retired (12 flights)\n", + "\n", + "
XA-0.1E2\n", + "commercial flights\n", + "Destroyed (115 flights)\n", + "\n", + "
XA-0.1E4\n", + "commercial flights\n", + "Retired (75 flights)\n", + "\n", + "
XA-0.1E5\n", + "commercial flights\n", + "Operational\n", + "\n", + "
XL-1T\n", + "terrestrial test bed for the XL-1 lunar lander\n", + "Development\n", + "\n", + "
Xeus\n", + "commercial flights\n", + "Development\n", + "\n", + "
McDonnell Douglas\n", + "DC-X\n", + "demonstrate VTOL\n", + "Retired (11 test flights)\n", + "\n", + "
Rotary Rocket\n", + "Roton ATV\n", + "demonstrate VTOL\n", + "Retired (3 test flights)\n", + "\n", + "
Space Services Inc.\n", + "Conestoga I\n", + "systems Testing\n", + "Retired (1 test)\n", + "[93]\n", + "
SpaceX\n", + "Grasshopper\n", + "demonstrate VTOL\n", + "Retired (8 tests)\n", + "[144]\n", + "
F9R Dev1\n", + "refine VTOL (low altitude)\n", + "Destroyed (5 flights)\n", + "[145]\n", + "
F9R Dev2\n", + "refine VTOL (high altitude)\n", + "Cancelled\n", + "\n", + "
Starhopper\n", + "demonstrate VTOL\n", + "Operational (2 test flights)\n", + "\n", + "
Swedish Space Corp.\n", + "Maxus\n", + "payload to 700 km\n", + "Operational\n", + "\n", + "
Maser\n", + "payload to 300 km\n", + "Operational\n", + "\n", + "
UP Aerospace\n", + "SpaceLoft XL\n", + "payload to 140 km\n", + "Operational\n", + "[146]\n", + "
World View Enterprises\n", + "Tycho Platform\n", + "payload up to 46 km and 300 kg\n", + "Operational\n", + "[147]\n", + "
zero2infinity\n", + "nanobloon 1.0\n", + "payload to 32 km\n", + "Operational\n", + "[148]\n", + "
nanobloon 2.0\n", + "payload to 33 km\n", + "Operational\n", + "\n", + "
microbloon 1.0\n", + "payload to 24 km\n", + "Operational\n", + "\n", + "
microbloon 2.0\n", + "payload to 31 km\n", + "Operational\n", + "\n", + "
microbloon 3.0\n", + "payload to 27 km\n", + "Operational\n", + "\n", + "
\n", + "

Propulsion manufacturers[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Company name\n", + "Engine\n", + "Engine type\n", + "Applications\n", + "Status\n", + "Ref\n", + "
Accion Systems Inc.\n", + "MAX-1, TILE\n", + "electrospray ion\n", + "small satellite/CubeSat\n", + "Development\n", + "[149][150]\n", + "
Ad Astra Rocket Company\n", + "VASIMR\n", + "plasma propulsion\n", + "space tug/orbital transfer vehicle\n", + "Development\n", + "[151]\n", + "
ARCA\n", + "Executor\n", + "LOX/RP-1\n", + "IAR 111, Haas 2, Haas 2b, Super Haas\n", + "Development\n", + "\n", + "
Blue Origin\n", + "BE-3\n", + "LH2/LOX\n", + "New Shepard\n", + "Operational\n", + "\n", + "
Blue Origin\n", + "BE-4\n", + "LOX/CH
4\n", + "		Vulcan, New Glenn\n", + "Development\n", + "\n", + "
CU Aerospace\n", + "PUC\n", + "microcavity discharge\n", + "small satellite/CubeSat\n", + "Development\n", + "[152][153]\n", + "
CU Aerospace\n", + "CHIPS\n", + "resistojet\n", + "small satellite/CubeSat\n", + "Development\n", + "[153][154]\n", + "
CU Aerospace\n", + "PPT-11\n", + "pulsed plasma\n", + "small satellite/CubeSat\n", + "Development\n", + "[155][156]\n", + "
Reaction Engines Ltd.\n", + "SABRE\n", + "hybrid air-breathing/chemical\n", + "Skylon\n", + "Development\n", + "[157]\n", + "
SpaceDev\n", + "RocketMotorOne\n", + "hybrid\n", + "SpaceShipOne\n", + "Retired\n", + "[158]\n", + "
SpaceX\n", + "Kestrel\n", + "LOX/RP-1\n", + "Falcon 1 second stage\n", + "Retired\n", + "\n", + "
SpaceX\n", + "Merlin\n", + "LOX/RP-1\n", + "Falcon 1, Falcon 9, Falcon Heavy first stage/boosters\n", + "Operational\n", + "[159][160][102]\n", + "
SpaceX\n", + "Merlin Vacuum\n", + "LOX/RP-1\n", + "Falcon 9 second stage, Falcon Heavy second stage\n", + "Operational\n", + "[160][102]\n", + "
SpaceX\n", + "Raptor\n", + "LOX/CH
4\n", + "		SpaceX Mars transportation infrastructure\n", + "Testing\n", + "[161]\n", + "
TGV Rockets\n", + "RT30\n", + "LOX/JP-8\n", + "Michelle B\n", + "Development\n", + "[162][163]\n", + "
Virgin Galactic\n", + "RocketMotorTwo\n", + "hybrid\n", + "SpaceShipTwo\n", + "Development\n", + "\n", + "
\n", + "

Satellite launchers[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Company\n", + "Launch vehicles\n", + "Private\n", + "Refs\n", + "
Antrix Corporation\n", + "GSLV, PSLV\n", + "No; owned by India\n", + "\n", + "
Arianespace\n", + "Ariane, Vega\n", + "Partial; minority owned by some EU states\n", + "\n", + "
Eurockot Launch Services\n", + "Rockot\n", + "No; 49% owned by Russia, and 51% by Kazakhstan\n", + "\n", + "
Glavcosmos\n", + "Soyuz\n", + "No; owned by Russia\n", + "\n", + "
IHI Corporation\n", + "Epsilon\n", + "Yes; some R&D by JAXA\n", + "\n", + "
International Launch Services\n", + "Proton\n", + "No; 51%+ owned by Russia\n", + "\n", + "
ISC Kosmotras\n", + "Dnepr\n", + "No; Owned by Russia, Ukraine and Kazakhstan.\n", + "\n", + "
Mitsubishi Heavy Industries\n", + "H-IIA, H-IIB\n", + "Yes; own launchers, R&D done by JAXA.\n", + "[164]\n", + "
Northrop Grumman Innovation Systems\n", + "Antares, Minotaur\n", + "Partial; own launchers, funded by NASA\n", + "\n", + "
Rocket Lab\n", + "Electron\n", + "Yes; own launchers\n", + "\n", + "
SpaceX\n", + "Falcon 9, Falcon Heavy\n", + "Yes; own launchers\n", + "\n", + "
Sea Launch\n", + "Zenit\n", + "Yes;\n", + "owned by S7 Airlines\n", + "
Starsem\n", + "Soyuz\n", + "No; 25% Owned by Russia, 25% Samara, 35% EADS SPACE Transportation, 15% EU\n", + "\n", + "
United Launch Alliance\n", + "Atlas V, Delta IV Heavy\n", + "Yes; 50% owned by Lockheed Martin, 50% Boeing\n", + "\n", + "
\n", + "

Space-based economy[edit]

\n", + "
Further information: Space-based economy
\n", + "

Space manufacturing[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Company name\n", + "Products\n", + "Manufacturing craft\n", + "Status\n", + "Ref\n", + "
Shackleton Energy Company\n", + "propellant, space infrastructure, propellant depot\n", + "Unknown\n", + "Proposed (2007)\n", + "[165]\n", + "
Made In Space\n", + "3D printing in ISS, in-space antenna systems, fiber optics\n", + "Unknown\n", + "Operational (2018)\n", + "[166]\n", + "
Deep Space Industries\n", + "propellant, communications platforms, space solar power satellites\n", + "MicroGravity Foundry\n", + "Development\n", + "[167]\n", + "
\n", + "

Space mining[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Company name\n", + "Body to be mined\n", + "Mining craft\n", + "Mining status\n", + "Ref\n", + "
Deep Space Industries\n", + "Near-Earth asteroids\n", + "Prospector-1, Harvestor 1\n", + "Development\n", + "[168][169]\n", + "
Air Space and Beyond\n", + "Near-Earth asteroids and other space bodies\n", + "Black Widow 0001\n", + "Development\n", + "N/A\n", + "
ispace\n", + "Moon\n", + "Hakuto-R\n", + "Development\n", + "[170][171]\n", + "
Moon Express\n", + "Moon\n", + "MX-1, MX-2, MX-5, MX-9\n", + "Development\n", + "[172]\n", + "
Planetary Resources\n", + "Near-Earth asteroids\n", + "Arkyd Series 100, 200, 300\n", + "Development\n", + "[173]\n", + "
Shackleton Energy Company\n", + "Moon\n", + "TBD\n", + "Proposed (2007)\n", + "[165]\n", + "
Space Development Nexus\n", + "Near-Earth asteroids\n", + "SDNx BR-1, BR-2,\n", + "Proposed (2016)\n", + "[174]\n", + "
Lunar Resources\n", + "Moon\n", + "\n", + "\n", + "\n", + "
\n", + "

Space stations[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Private Company name\n", + "Space Craft name\n", + "Space Craft type\n", + "Internal
volume\n", + "		Passenger
capacity\n", + "		Craft status\n", + "Orbit Around\n", + "Ref\n", + "
Axiom Space\n", + "Axiom International Commercial Space Station\n", + "Rigid Module\n", + "\n", + "8[175]\n", + "Proposed (2016)\n", + "Earth\n", + "[176][177]\n", + "
Bigelow Aerospace\n", + "Genesis I subscale test spacecraft\n", + "Inflatable module\n", + "11.5 m3 (406 cu ft)[178]\n", + "Uncrewed\n", + "Retired, on orbit[179]\n", + "Earth\n", + "[180]\n", + "
Bigelow Aerospace\n", + "Genesis II subscale test spacecraft\n", + "Inflatable module\n", + "11.5 m3 (406 cu ft)[181]\n", + "Uncrewed\n", + "Retired, on orbit[179]\n", + "Earth\n", + "[182]\n", + "
Bigelow Aerospace\n", + "Galaxy\n", + "Inflatable module\n", + "16.7 m3 (590 cu ft)[183]\n", + "Uncrewed\n", + "Cancelled\n", + "Earth\n", + "[184]\n", + "
Bigelow Aerospace\n", + "Sundancer\n", + "Inflatable module\n", + "180 m3 (6,357 cu ft)\n", + "3\n", + "Cancelled\n", + "Earth\n", + "[185]\n", + "
Bigelow Aerospace\n", + "BA 330\n", + "Inflatable module\n", + "330 m3 (11,654 cu ft)\n", + "6\n", + "Testing\n", + "Earth\n", + "[186][187][188]\n", + "
Bigelow Aerospace\n", + "BA 2100\n", + "Inflatable module\n", + "2,100 m3 (74,161 cu ft)\n", + "16\n", + "Proposed (2010)\n", + "Earth\n", + "[189]\n", + "
Bigelow Aerospace\n", + "Space Complex Alpha\n", + "Inflatable space station\n", + "690 m3 (24,367 cu ft)\n", + "12\n", + "Development\n", + "Earth\n", + "\n", + "
Excalibur Almaz\n", + "Almaz derivative\n", + "Rigid module\n", + "\n", + "3\n", + "Cancelled\n", + "Earth\n", + "[190][191][192]\n", + "
Galactic Suite Ltd.\n", + "Galactic Suite\n", + "Rigid module\n", + "\n", + "6\n", + "Proposed (2007)\n", + "Earth\n", + "[193]\n", + "
Orion Span\n", + "Aurora Space Station\n", + "Rigid module\n", + "160 m3 (5,650 cu ft)\n", + "6 (2 Crew, 4 Tourists)\n", + "Proposed (2018)\n", + "Earth\n", + "[194][195]\n", + "
\n", + "

Space settlement[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Company name\n", + "Colony location\n", + "Status\n", + "Ref\n", + "
SpaceX\n", + "Mars\n", + "Development\n", + "[196][197][198]\n", + "
Mars One\n", + "Mars\n", + "Defunct\n", + "[199][200]\n", + "
\n", + "

Spacecraft component developers and manufacturers[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Company\n", + "Products\n", + "Refs\n", + "
Altius Space Machines\n", + "Rendezvous and capture technology for uncooperative satellites; magnetoshell aerocapture and aerobraking technology for CubeSats; lightweight robotic manipulators\n", + "\n", + "
Andrews Space\n", + "Reusable space vehicles; HTHL spacecraft; magnetorquers\n", + "\n", + "
Axelspace\n", + "CubeSats\n", + "[201][202]\n", + "
Craig Technologies\n", + "Small satellite deployment services (up to 110 kg); microgravity payload integration\n", + "[203]\n", + "
EADS Astrium Satellites\n", + "Spacecraft and ground segment elements\n", + "\n", + "
EADS Astrium Space Transportation\n", + "Launchers and orbital infrastructure\n", + "\n", + "
Innovative Solutions In Space\n", + "CubeSat manufacture and operation\n", + "[204]\n", + "
Made in Space\n", + "3D printers for use in microgravity\n", + "[205]\n", + "
Mynaric\n", + "Laser communication for satellites and aircraft\n", + "\n", + "
NanoRacks\n", + "In-space services; small satellite launch services; CubeSat launch services; microgravity payload integration\n", + "[206]\n", + "
SpaceDev\n", + "Small spacecraft; propulsion products and services; space components, mechanisms and structures\n", + "\n", + "
SpaceQuest, Ltd.\n", + "Spacecraft and spacecraft components\n", + "\n", + "
\n", + "

Spaceliner companies[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Company name\n", + "Contracts for\n", + "Craft utilised\n", + "Status\n", + "Notes\n", + "Refs\n", + "
Benson Space Company\n", + "SpaceDev\n", + "Dream Chaser\n", + "Defunct\n", + "\n", + "[207]\n", + "
MirCorp\n", + "none\n", + "Soyuz TM, Progress M1 and Mir\n", + "Defunct\n", + "Mir deorbited\n", + "\n", + "
Space Adventures\n", + "none\n", + "Soyuz and the ISS\n", + "Active\n", + "7 tourists sent\n", + "\n", + "
RocketShip Tours\n", + "XCOR\n", + "Lynx rocketplane\n", + "Defunct\n", + "\n", + "\n", + "
Virgin Galactic\n", + "Scaled Composites\n", + "Spaceship Two, White Knight 2\n", + "Development\n", + "7 Spaceship Two glide flights successfully completed\n", + "\n", + "
\n", + "

See also[edit]

\n", + "
\n", + "\n", + "
\n", + "

References[edit]

\n", + "
\n", + "
    \n", + "
  1. ^ a b \"Association of Spaceflight Professionals - H+Pedia\". hpluspedia.org. Retrieved 2018-07-31.\n", + "
    2. \n", + "
  2. ^ Kisfaludy, Eddie (2012-06-17), Welcome to the World's First Commercial Astronaut Corps, Christopher Altman, Kristine Ferrone, Jose Hurtado, IMDb: Internet Movie Database, retrieved 2018-07-31\n", + "
    3. \n", + "
  3. ^ Seedhouse, Erik. Astronauts for Hire: The Emergence of the World's First Commercial Astronaut Corps. Springer-Verlag: New York (2012).\n", + "
    4. \n", + "
  4. ^ \"SpaceX Brochure v7\" (PDF). Archived from the original (PDF) on 20 March 2012. Retrieved 29 May 2012. Cite uses deprecated parameter |deadurl= (help)\n", + "
    5. \n", + "
  5. ^ Bergin, Chris (19 October 2012). \"Dragon enjoying ISS stay, despite minor issues – Falcon 9 investigation begins\". NASASpaceflight.com. Retrieved 21 October 2012. CRS-2 will debut the use of Dragon’s Trunk section, capable of delivering unpressurized cargo, prior to the payload being removed by the ISS’ robotic assets after berthing.\n", + "
    6. \n", + "
  6. ^ \"Fact sheet\" (PDF). www.spacex.com.\n", + "
    7. \n", + "
  7. ^ \"Falcon 9 launches Dragon on CRS-1 mission to the ISS – NASASpaceFlight.com\". www.nasaspaceflight.com.\n", + "
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  8. ^ \"Dragonlab Datasheet\" (PDF). Archived from the original (PDF) on 4 January 2011. Retrieved 29 May 2012. Cite uses deprecated parameter |deadurl= (help)\n", + "
    9. \n", + "
  9. ^ a b c \"Cygnus Fast Sheet\" (PDF). Orbital Sciences Co. Retrieved 7 August 2013.\n", + "
    10. \n", + "
  10. ^ \"The Annual Compendium of Commercial Space Transportation: 2012\" (PDF). Federal Aviation Administration. February 2012. Retrieved 8 February 2013.\n", + "
    11. \n", + "
  11. ^ a b c \"Cygnus Spacecraft Information\". Spaceflight101.\n", + "
    12. \n", + "
  12. ^ \"NSRC Day 2 Summary\". Parabolic Arc. Retrieved 6 June 2016.\n", + "
    13. \n", + "
  13. ^ a b \"Sierra Nevada Hopes Dream Chaser Finds \"Sweet Spot\" of ISS Cargo Competition\". SpaceNews. Retrieved 20 February 2016.\n", + "
    14. \n", + "
  14. ^ \"Commercial Human Spaceflight Plan Unveiled\". Aviation Week. July 20, 2010. Retrieved September 16, 2010.\n", + "
    15. \n", + "
  15. ^ a b Burghardt, Mike (August 2011). \"Boeing CST-100: Commercial Crew Transportation System\" (PDF). Boeing. Archived from the original (PDF) on 2013-05-01. Retrieved May 8, 2014. Cite uses deprecated parameter |dead-url= (help)\n", + "
    16. \n", + "
  16. ^ \"Dream Chaser Model Drops in at NASA Dryden\" (Press release). Dryden Flight Research Center: NASA. 2010-12-17. Archived from the original on 2014-01-07. Retrieved 2012-08-29. Cite uses deprecated parameter |deadurl= (help)\n", + "
    17. \n", + "
  17. ^ Chang, Kenneth (2011-02-01). \"Businesses Take Flight, With Help From NASA\". New York Times. p. D1. Archived from the original on 2014-01-06. Retrieved 2012-08-29. Cite uses deprecated parameter |deadurl= (help)\n", + "
    18. \n", + "
  18. ^ Wade, Mark (2014). \"Dream Chaser\". Encyclopedia Astronautix. Archived from the original on 2014-01-06. Retrieved 2012-08-29. Cite uses deprecated parameter |deadurl= (help)\n", + "
    19. \n", + "
  19. ^ Sirangelo, Mark (August 2011). \"NewSpace 2011: Sierra Nevada Corporation\". Spacevidcast. Retrieved 2011-08-16.Sirangelo, Mark (24 August 2014). \"Flight Plans and Crews for Commercial Dream Chaser's First Flights: One-on-One Interview With SNC VP Mark Sirangelo (Part 3)\". AmericaSpace.\n", + "
    20. \n", + "
  20. ^ \"Falcon 9\". SpaceX. Archived from the original on 15 July 2013. Retrieved 20 January 2016. Cite uses deprecated parameter |deadurl= (help)\n", + "
    21. \n", + "
  21. ^ \"SpaceX Brochure – 2008\" (PDF). Archived from the original (PDF) on 20 March 2012. Retrieved 9 December 2010. Cite uses deprecated parameter |deadurl= (help)\n", + "
    22. \n", + "
  22. ^ a b c d e f \"Making Life Multiplanetary\" (PDF). SpaceX. 2017-10-18. Archived from the original (PDF) on 2017-11-19. Retrieved 2017-11-19.\n", + "
    23. \n", + "
  23. ^ Haas2b specifications ARCA\n", + "
    24. \n", + "
  24. ^ Haas2c specifications ARCA\n", + "
    25. \n", + "
  25. ^ Super haas Specifications Archived 2014-10-09 at the Wayback Machine ARCA\n", + "
    26. \n", + "
  26. ^ \"AUSROC Nano | Australian Space Research Institute\". www.asri.org.au. Retrieved 2018-02-20.\n", + "
    27. \n", + "
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  199. ^ \"Roadmap - Mission - Mars One\". Mars One. Retrieved 11 August 2017.\n", + "
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    208. \n", + "
\n", + "

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Company nameBody to be minedMining craftMining statusRefNation6
1Deep Space IndustriesNear-Earth asteroidsProspector-1, Harvestor 1Development[168][169]None
2Air Space and BeyondNear-Earth asteroids and other space bodiesBlack Widow 0001DevelopmentN/ANone
3ispaceMoonHakuto-RDevelopment[170][171]None
4Moon ExpressMoonMX-1, MX-2, MX-5, MX-9Development[172]None
5Planetary ResourcesNear-Earth asteroidsArkyd Series 100, 200, 300Development[173]None
6Shackleton Energy CompanyMoonTBDProposed (2007)[165]None
7Space Development NexusNear-Earth asteroidsSDNx BR-1, BR-2,Proposed (2016)[174]None
8Lunar ResourcesMoonNoneNone
\n", + "
" + ], + "text/plain": [ + " Company name Body to be mined \\\n", + "1 Deep Space Industries Near-Earth asteroids \n", + "2 Air Space and Beyond Near-Earth asteroids and other space bodies \n", + "3 ispace Moon \n", + "4 Moon Express Moon \n", + "5 Planetary Resources Near-Earth asteroids \n", + "6 Shackleton Energy Company Moon \n", + "7 Space Development Nexus Near-Earth asteroids \n", + "8 Lunar Resources Moon \n", + "\n", + " Mining craft Mining status Ref Nation 6 \n", + "1 Prospector-1, Harvestor 1 Development [168][169] None \n", + "2 Black Widow 0001 Development N/A None \n", + "3 Hakuto-R Development [170][171] None \n", + "4 MX-1, MX-2, MX-5, MX-9 Development [172] None \n", + "5 Arkyd Series 100, 200, 300 Development [173] None \n", + "6 TBD Proposed (2007) [165] None \n", + "7 SDNx BR-1, BR-2, Proposed (2016) [174] None \n", + "8 None None " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_mining = pd.DataFrame(mining)\n", + "ds_mining = ds_mining[(ds_mining[0]!=\"\")]\n", + "ds_mining = ds_mining.rename(columns={0:\"Company name\",1:\"Body to be mined\", 2:\"Mining craft\", 3:\"Mining status\",4:\"Ref\",5:\"Nation\"})\n", + "ds_mining" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Company nameBody to be minedMining craftMining statusRefNation6
1Deep Space IndustriesNear-Earth asteroidsProspector-1, Harvestor 1Development[168][169]United StatesNone
2Air Space and BeyondNear-Earth asteroids and other space bodiesBlack Widow 0001DevelopmentN/A-None
3ispaceMoonHakuto-RDevelopment[170][171]JapanNone
4Moon ExpressMoonMX-1, MX-2, MX-5, MX-9Development[172]United StatesNone
5Planetary ResourcesNear-Earth asteroidsArkyd Series 100, 200, 300Development[173]United StatesNone
6Shackleton Energy CompanyMoonTBDProposed (2007)[165]United StatesNone
7Space Development NexusNear-Earth asteroidsSDNx BR-1, BR-2,Proposed (2016)[174]IndiaNone
8Lunar ResourcesMoonUnited StatesNone
\n", + "
" + ], + "text/plain": [ + " Company name Body to be mined \\\n", + "1 Deep Space Industries Near-Earth asteroids \n", + "2 Air Space and Beyond Near-Earth asteroids and other space bodies \n", + "3 ispace Moon \n", + "4 Moon Express Moon \n", + "5 Planetary Resources Near-Earth asteroids \n", + "6 Shackleton Energy Company Moon \n", + "7 Space Development Nexus Near-Earth asteroids \n", + "8 Lunar Resources Moon \n", + "\n", + " Mining craft Mining status Ref Nation \\\n", + "1 Prospector-1, Harvestor 1 Development [168][169] United States \n", + "2 Black Widow 0001 Development N/A - \n", + "3 Hakuto-R Development [170][171] Japan \n", + "4 MX-1, MX-2, MX-5, MX-9 Development [172] United States \n", + "5 Arkyd Series 100, 200, 300 Development [173] United States \n", + "6 TBD Proposed (2007) [165] United States \n", + "7 SDNx BR-1, BR-2, Proposed (2016) [174] India \n", + "8 United States \n", + "\n", + " 6 \n", + "1 None \n", + "2 None \n", + "3 None \n", + "4 None \n", + "5 None \n", + "6 None \n", + "7 None \n", + "8 None " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mining_nationality = [\"United States\", \"-\", \"Japan\", \"United States\", \"United States\",\"United States\",\"India\", \"United States\"]\n", + "ds_mining[\"Nation\"] = mining_nationality\n", + "ds_mining" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Privat Launch Vehicle makers" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "launcher = data[4].split(\"\\n\")\n", + "launcher = [launcher[i].split(\";\") for i in range(84)]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Company nameLauncher nameLauncher typeNo. of stagesMaximum reachLauncher statusMaiden flightRefNation9
1ARCAHaas 2bSuborbital crewed rocket1SuborbitalDevelopment[23]United StatesNone
4Australian Space Research InstituteAUSROC NanoLight rocket2LEODevelopment[26]AustraliaNone
5Astra SpaceRocket 1Sounding rocket2SuborbitalRetired (0/1)2018[27][28][29]United StatesNone
9Blue OriginNew ShepardSuborbital crewed rocket1SuborbitalOperational (8/8)2015United StatesNone
13Exos AerospaceSARGESounding rocket1SuborbitalOperational (1/1)2018[40][41]United StatesNone
14Firefly AerospaceFirefly AlphaLight rocket2LEODevelopment2019 (planned)United StatesNone
17Gilmour Space TechnologiesArielSounding rocket1SuborbitalDevelopment2019 (planned)[44]AustraliaNone
19Generation OrbitGOLauncher 1Air-launched sounding rocket1 + airplaneSuborbitalDevelopment2019 (planned)[45]MalaysiaNone
21Independence-X AerospaceDNLV (Dedicated Nano Launch Vehicle)Light rocket2LEODevelopment2023 (planned)[46][47]United StatesNone
25Interstellar TechnologiesMomoSounding rocket1SuborbitalOperational (0/2)2017[50][51]JapanNone
26Leaf SpacePrimoLight rocket2LEOProposed[52][53]ItalyNone
30Mishaal AerospaceM-SVSounding rocket1SuborbitalDevelopment[57][58][59]United StatesNone
33OneSpaceOS-XSounding rocket2SuborbitalOperational (2/2)2018[62]ChinaNone
37OrbexPrimeLight rocket2LEODevelopment2021 (planned)[66]United KingdomNone
43PLD SpaceMiura 1Sounding rocket1SuborbitalDevelopment2019 (planned)[72][73][74]SpainNone
45Relativity SpaceTerran 1Light rocket2LEODevelopment2020 (planned)[75]United StatesNone
46Rocket CraftersIntrepid-1Light rocket2LEODevelopment2018 (planned)[76][77]United StatesNone
47Rocket LabĀtea-1Sounding rocket2SuborbitalRetired (1/1)2009[78][79]United StatesNone
50RocketStarStar-LordLight rocket2LEODevelopment2019 (planned)[82]United StatesNone
52SkyroraSkyrora-1Sounding rocket1SuborbitalDevelopment2018 (planned)[84][85]ScotlandNone
54SpaceForestBigosSounding rocket1SuborbitalOperational (5/5)2015[88]PolandNone
60SpaceXFalcon 1Light rocket2LEORetired (2/5)2008[96]United StatesNone
70United Launch AllianceAtlas VMedium rocket2 + 0-5 boostersTMIOperational (78/79)2002[108]United StatesNone
77Vector LaunchVector-RLight rocket2LEODevelopment2018 (planned)United StatesNone
81Virgin GalacticLauncherOneAir-launch-to-orbit2 + airplaneLEOTestingQ4 2019 (planned)[113]United StatesNone
82Zero2infinityBloostarRockoon system (high-altitude balloon and in-s...3 + high-altitude balloonLEODevelopmentUnknown[114]SpainNone
\n", + "
" + ], + "text/plain": [ + " Company name Launcher name \\\n", + "1 ARCA Haas 2b \n", + "4 Australian Space Research Institute AUSROC Nano \n", + "5 Astra Space Rocket 1 \n", + "9 Blue Origin New Shepard \n", + "13 Exos Aerospace SARGE \n", + "14 Firefly Aerospace Firefly Alpha \n", + "17 Gilmour Space Technologies Ariel \n", + "19 Generation Orbit GOLauncher 1 \n", + "21 Independence-X Aerospace DNLV (Dedicated Nano Launch Vehicle) \n", + "25 Interstellar Technologies Momo \n", + "26 Leaf Space Primo \n", + "30 Mishaal Aerospace M-SV \n", + "33 OneSpace OS-X \n", + "37 Orbex Prime \n", + "43 PLD Space Miura 1 \n", + "45 Relativity Space Terran 1 \n", + "46 Rocket Crafters Intrepid-1 \n", + "47 Rocket Lab Ātea-1 \n", + "50 RocketStar Star-Lord \n", + "52 Skyrora Skyrora-1 \n", + "54 SpaceForest Bigos \n", + "60 SpaceX Falcon 1 \n", + "70 United Launch Alliance Atlas V \n", + "77 Vector Launch Vector-R \n", + "81 Virgin Galactic LauncherOne \n", + "82 Zero2infinity Bloostar \n", + "\n", + " Launcher type \\\n", + "1 Suborbital crewed rocket \n", + "4 Light rocket \n", + "5 Sounding rocket \n", + "9 Suborbital crewed rocket \n", + "13 Sounding rocket \n", + "14 Light rocket \n", + "17 Sounding rocket \n", + "19 Air-launched sounding rocket \n", + "21 Light rocket \n", + "25 Sounding rocket \n", + "26 Light rocket \n", + "30 Sounding rocket \n", + "33 Sounding rocket \n", + "37 Light rocket \n", + "43 Sounding rocket \n", + "45 Light rocket \n", + "46 Light rocket \n", + "47 Sounding rocket \n", + "50 Light rocket \n", + "52 Sounding rocket \n", + "54 Sounding rocket \n", + "60 Light rocket \n", + "70 Medium rocket \n", + "77 Light rocket \n", + "81 Air-launch-to-orbit \n", + "82 Rockoon system (high-altitude balloon and in-s... \n", + "\n", + " No. of stages Maximum reach Launcher status \\\n", + "1 1 Suborbital Development \n", + "4 2 LEO Development \n", + "5 2 Suborbital Retired (0/1) \n", + "9 1 Suborbital Operational (8/8) \n", + "13 1 Suborbital Operational (1/1) \n", + "14 2 LEO Development \n", + "17 1 Suborbital Development \n", + "19 1 + airplane Suborbital Development \n", + "21 2 LEO Development \n", + "25 1 Suborbital Operational (0/2) \n", + "26 2 LEO Proposed \n", + "30 1 Suborbital Development \n", + "33 2 Suborbital Operational (2/2) \n", + "37 2 LEO Development \n", + "43 1 Suborbital Development \n", + "45 2 LEO Development \n", + "46 2 LEO Development \n", + "47 2 Suborbital Retired (1/1) \n", + "50 2 LEO Development \n", + "52 1 Suborbital Development \n", + "54 1 Suborbital Operational (5/5) \n", + "60 2 LEO Retired (2/5) \n", + "70 2 + 0-5 boosters TMI Operational (78/79) \n", + "77 2 LEO Development \n", + "81 2 + airplane LEO Testing \n", + "82 3 + high-altitude balloon LEO Development \n", + "\n", + " Maiden flight Ref Nation 9 \n", + "1 [23] United States None \n", + "4 [26] Australia None \n", + "5 2018 [27][28][29] United States None \n", + "9 2015 United States None \n", + "13 2018 [40][41] United States None \n", + "14 2019 (planned) United States None \n", + "17 2019 (planned) [44] Australia None \n", + "19 2019 (planned) [45] Malaysia None \n", + "21 2023 (planned) [46][47] United States None \n", + "25 2017 [50][51] Japan None \n", + "26 [52][53] Italy None \n", + "30 [57][58][59] United States None \n", + "33 2018 [62] China None \n", + "37 2021 (planned) [66] United Kingdom None \n", + "43 2019 (planned) [72][73][74] Spain None \n", + "45 2020 (planned) [75] United States None \n", + "46 2018 (planned) [76][77] United States None \n", + "47 2009 [78][79] United States None \n", + "50 2019 (planned) [82] United States None \n", + "52 2018 (planned) [84][85] Scotland None \n", + "54 2015 [88] Poland None \n", + "60 2008 [96] United States None \n", + "70 2002 [108] United States None \n", + "77 2018 (planned) United States None \n", + "81 Q4 2019 (planned) [113] United States None \n", + "82 Unknown [114] Spain None " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_launcher = pd.DataFrame(launcher)\n", + "ds_launcher = ds_launcher[(ds_launcher[0]!=\"\")&\n", + " (ds_launcher[3] == \"1\")|\n", + " (ds_launcher[3] == \"2\")|\n", + " (ds_launcher[3] == \"3-4\")|\n", + " (ds_launcher[3] == \"1 + airplane\")|\n", + " (ds_launcher[3] == \"variable\")|\n", + " (ds_launcher[3] == \"2 + 0-5 boosters\")|\n", + " (ds_launcher[3] == \"2 + airplane\")|\n", + " (ds_launcher[3] == \"3 + high-altitude balloon\")]\n", + "\n", + "ds_launcher= ds_launcher.rename(columns={0:\"Company name\",1:\"Launcher name\",2:\"Launcher type\",3:\"No. of stages\",4:\"Maximum reach\",5:\"Launcher status\",6:\"Maiden flight\",7:\"Ref\",8:\"Nation\"})\n", + "launcher_nation = [\"United States\",\"Australia\",\"United States\",\"United States\",\"Canada\",\"-\",\"United States\",\"United States\",\"Australia\",\"Malaysia\",\"United States\",\"Japan\", \"Italy\",\"United States\",\"United States\",\"China\",\"United Kingdom\",\"Germany\",\"Spain\",\"United States\",\"United States\",\"United States\",\"United States\",\"Scotland\",\"Poland\",\"United States\",\"-\",\"United States\",\"United States\",\"United States\",\"United States\",\"Spain\"]\n", + "\n", + "ds_launcher[\"Nation\"]=launcher_nation\n", + "ds_launcher = ds_launcher[(ds_launcher[\"Company name\"] != \"Canadian Arrow\")&\n", + " (ds_launcher[\"Company name\"] != \"Lockheed Martin\")&\n", + " (ds_launcher[\"Company name\"] != \"Orbital Transport & Raketen AG\")&\n", + " (ds_launcher[\"Company name\"] != \"Space Services Inc.\")&\n", + " (ds_launcher[\"Company name\"] != \"Datiotec Aeroespacial / INMEU A.C.\")& \n", + " (ds_launcher[\"Company name\"] != \"SpaceLS\")]\n", + "(ds_launcher)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " Nation Company name\n", + "9 United States 15\n", + "0 Australia 2\n", + "7 Spain 2\n", + "1 China 1\n", + "2 Italy 1\n", + "3 Japan 1\n", + "4 Malaysia 1\n", + "5 Poland 1\n", + "6 Scotland 1\n", + "8 United Kingdom 1" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "launcher_per_nation = ds_launcher.groupby(\"Nation\", as_index = False).agg({\"Company name\":\"count\"}).sort_values(by = \"Company name\", ascending = False)\n", + "launcher_per_nation" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.set_style(\"whitegrid\")\n", + "sns.set()\n", + "ax = sns.barplot(x = \"Nation\", y = \"Company name\", data = launcher_per_nation)\n", + "ax.set_title(\"Space Companies per Nation\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "\n", + "ax.figure.savefig(\"Space Companies per Nation.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "labels = list(set(launcher_per_nation[\"Nation\"]))\n", + "sizes = [2/26,1/26,1/26,1/26,1/26,2/26,15/26,1/26,1/26,1/26]\n", + "colors = [\"powderblue\", \"lightblue\",\"slategrey\", \"skyblue\"]\n", + "explode = (0.005, 0, 0, 0,0,0,0,0,0,0)\n", + "\n", + "fig1, ax1 = plt.subplots()\n", + "ax1.pie(sizes, labels=labels,explode=explode, colors=colors, autopct='%1.1f%%', startangle=320)\n", + "\n", + "centre_circle = plt.Circle((0,0),0.70,fc='white')\n", + "fig = plt.gcf()\n", + "fig.gca().add_artist(centre_circle)\n", + "\n", + "ax1.axis('equal')\n", + "plt.tight_layout()\n", + "plt.title(\"Private Space Companies with launchers per Country\",y= 5, fontsize=15, weight = \"semibold\")\n", + "\n", + "plt.show()\n", + "\n", + "\n", + "ax1.figure.savefig(\"Private_Space_Companies_with_launchers.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Spain',\n", + " 'Poland',\n", + " 'Scotland',\n", + " 'Japan',\n", + " 'Malaysia',\n", + " 'Australia',\n", + " 'United States',\n", + " 'Italy',\n", + " 'United Kingdom',\n", + " 'China']" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "labels" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Privat Research Space Companies" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "research = data[6].split(\"\\n\")\n", + "research = [research[i].split(\";\") for i in range(36)]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Company nameCraft nameCraft purposeCraft statusRefNation6
1ARCADemonstrator 2bdemonstrate reusable monopropellant engineRetiredUnited StatesNone
2Armadillo AerospaceQuaddemonstrate VTOLRetiredUnited StatesNone
3ASRIAUSROC Isystems TestingRetiredAustraliaNone
7Blue OriginGoddarddemonstrate VTOLRetiredUnited StatesNone
8Interorbital SystemsNeutrinosystems TestingOperationalUnited StatesNone
10Lockheed MartinX-33demonstrate SSTOCancelledUnited StatesNone
11Masten Space SystemsXA-0.1demonstrate VTOLRetiredUnited StatesNone
19McDonnell DouglasDC-Xdemonstrate VTOLRetired (11 test flights)United StatesNone
20Rotary RocketRoton ATVdemonstrate VTOLRetired (3 test flights)United StatesNone
21Space Services Inc.Conestoga Isystems TestingRetired (1 test)[93]United StatesNone
22SpaceXGrasshopperdemonstrate VTOLRetired (8 tests)[144]United StatesNone
26Swedish Space Corp.Maxuspayload to 700 kmOperationalSwedenNone
28UP AerospaceSpaceLoft XLpayload to 140 kmOperational[146]United StatesNone
29World View EnterprisesTycho Platformpayload up to 46 km and 300 kgOperational[147]United StatesNone
30zero2infinitynanobloon 1.0payload to 32 kmOperational[148]SpainNone
\n", + "
" + ], + "text/plain": [ + " Company name Craft name \\\n", + "1 ARCA Demonstrator 2b \n", + "2 Armadillo Aerospace Quad \n", + "3 ASRI AUSROC I \n", + "7 Blue Origin Goddard \n", + "8 Interorbital Systems Neutrino \n", + "10 Lockheed Martin X-33 \n", + "11 Masten Space Systems XA-0.1 \n", + "19 McDonnell Douglas DC-X \n", + "20 Rotary Rocket Roton ATV \n", + "21 Space Services Inc. Conestoga I \n", + "22 SpaceX Grasshopper \n", + "26 Swedish Space Corp. Maxus \n", + "28 UP Aerospace SpaceLoft XL \n", + "29 World View Enterprises Tycho Platform \n", + "30 zero2infinity nanobloon 1.0 \n", + "\n", + " Craft purpose Craft status \\\n", + "1 demonstrate reusable monopropellant engine Retired \n", + "2 demonstrate VTOL Retired \n", + "3 systems Testing Retired \n", + "7 demonstrate VTOL Retired \n", + "8 systems Testing Operational \n", + "10 demonstrate SSTO Cancelled \n", + "11 demonstrate VTOL Retired \n", + "19 demonstrate VTOL Retired (11 test flights) \n", + "20 demonstrate VTOL Retired (3 test flights) \n", + "21 systems Testing Retired (1 test) \n", + "22 demonstrate VTOL Retired (8 tests) \n", + "26 payload to 700 km Operational \n", + "28 payload to 140 km Operational \n", + "29 payload up to 46 km and 300 kg Operational \n", + "30 payload to 32 km Operational \n", + "\n", + " Ref Nation 6 \n", + "1 United States None \n", + "2 United States None \n", + "3 Australia None \n", + "7 United States None \n", + "8 United States None \n", + "10 United States None \n", + "11 United States None \n", + "19 United States None \n", + "20 United States None \n", + "21 [93] United States None \n", + "22 [144] United States None \n", + "26 Sweden None \n", + "28 [146] United States None \n", + "29 [147] United States None \n", + "30 [148] Spain None " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_research = pd.DataFrame(research)\n", + "ds_research = ds_research[(ds_research[0]!=\"\")&\n", + " (ds_research[3] != \"\") & \n", + " (ds_research[3] != \"[143]\")&\n", + " (ds_research[3] != \"[145]\")]\n", + "ds_research = ds_research.rename(columns={0:\"Company name\",1:\"Craft name\",2:\"Craft purpose\",3:\"Craft status\",4:\"Ref\",5:\"Nation\"})\n", + "\n", + "research_nationality = [\"United States\",\"United States\",\"Australia\", \"United States\",\"United States\",\"United States\",\"United States\",\"United States\",\"United States\", \"United States\", \"United States\",\"Sweden\",\"United States\",\"United States\",\"Spain\"]\n", + "ds_research[\"Nation\"] = research_nationality\n", + "\n", + "ds_research" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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List of government space agencies

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From Wikipedia, the free encyclopedia
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\n", + "Jump to navigation\n", + "Jump to search\n", + "

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\"The Space Program\" redirects here. For the song by A Tribe Called Quest, see We Got It from Here... Thank You 4 Your Service.
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See also: List of private spaceflight companies
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This is a list of government agencies engaged in activities related to outer space and space exploration. \n", + "

As of 2018, 72 different government space agencies are in existence; 14 of those have launch capability. Six government space agencies—the China National Space Administration (CNSA), the European Space Agency (ESA), the Indian Space Research Organization (ISRO), the Japan Aerospace Exploration Agency (JAXA), the National Aeronautics and Space Administration (NASA), and the Russian Federal Space Agency (RFSA or Roscosmos)—have full launch capabilities; these include the ability to launch and recover multiple satellites, deploy cryogenic rocket engines and operate space probes. \n", + "

The name given is the English version, with the native language version below. The acronym given is the most common acronym: this can either be the acronym of the English version (e.g. JAXA), or the acronym in the native language. Where there are multiple acronyms in common use, the English one is given first.\n", + "

The date of the founding of the space agency is the date of first operations where applicable. If the space agency is no longer running, then the date when it was terminated (i.e. the last day of operations) is given. A link to the Agency's primary website is also given.\n", + "

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List of space agencies[edit]

\n", + "
The capabilities of the space agencies are color-coded as follows
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  Human Lunar Exploration + Operates Space Station + Human Spaceflight + Operates Extraterrestrial Probes + Launch Capability + Operates Satellites
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  Station + Human Spaceflight + Operates Extraterrestrial Probes + Launch Capability + Operates Satellites
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  Human spaceflight + Operates Extraterrestrial Probes + Launch Capability + Operates Satellites
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  Operates Extraterrestrial Probes + Launch Capability + Operates Satellites
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  Launch Capability + Operates Satellites
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  Operates Satellites
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  None Of The Above
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Name\n", + "Initialisms/Acronym\n", + "Country\n", + "Founded\n", + "Terminated\n", + "Capabilities of the space agency\n", + "Ref(s)\n", + "
Astronauts\n", + "Operates Satellites\n", + "Sounding Rockets capable\n", + "Recoverable Biological Sounding Rockets capable\n", + "
Air Force Space Command\n", + "AFSPC\n", + "\"\" United States\n", + "1 September 1982—YesYesYesYes\n", + "[1][2][3]\n", + "
Australian Space Agency\n", + "ASA\n", + "\"\" Australia\n", + "1st July 2018—NoYesYesNo\n", + "[4][5][citation needed]\n", + "
Belarus Space Agency\n", + "BSA\n", + "\"\" Belarus\n", + "2010—NoNoYesNo\n", + "[6]\n", + "
Central American Association for Aeronautics and Space
(Spanish: Asociación Centroamericana de Aeronáutica y el Espacio)\n", + "		ACAE\n", + "\"\" Costa Rica\n", + "2010—NoYesNoNo\n", + "[7]\n", + "
Mexican Space Agency
(Spanish: Agencia Espacial Mexicana)\n", + "		AEM\n", + "\"\" Mexico\n", + "30 July 2010—YesYesYesNo\n", + "—\n", + "
Algerian Space Agency
French: Agence Spatiale Algérienne
Berber: Tafullut Tadzayrit n Tallunt
Arabic: الوكالة الفضائية الجزائرية‎
\n", + "		ASAL\n", + "\"\" Algeria\n", + "16 January 2002—NoYesNoNo\n", + "—\n", + "
Asia-Pacific Space Cooperation Organization
Chinese: 亚太空间合作组织\n", + "		APSCO\n", + "\n", + "
International
\"\" Bangladesh
\"\" China
\"\" Indonesia
\"\" Iran
\"\" Mongolia
\"\" Pakistan
\"\" Peru
\"\" Thailand
\"\" Turkey
\n", + "		28 October 2005—NoYesNoNo\n", + "—\n", + "
German: Agentur für Luft- und Raumfahrt
(Aeronautics and Space Agency);
also Austrian Space Agency;
(Austrian Solar and Space Agency 1977–1987)\n", + "		ALR\n", + "\"\" Austria\n", + "12 July 1972—NoNoNoNo\n", + "[8][9]\n", + "
Azerbaijani: Azərbaycan Milli Aerokosmik Agentliyinin
(Azerbaijan National Aerospace Agency) (Azerbaijan National Aerospace Agency 1974–2013 AzerCosmos[10])\n", + "		AMAKA\n", + "\"\" Azerbaijan\n", + "21 February 1974—NoYesNoNo\n", + "—\n", + "
Bahrain’s National Space Science Agency
(NSSA)\n", + "		NSSA\n", + "\"\" Bahrain\n", + "9 April 2014—NoNoNoNo\n", + "[11]\n", + "
Dutch: Belgisch Instituut voor Ruimte-Aëronomie
French: Institut d’Aéronomie Spatiale de Belgique
(Belgian Institute for Space Aeronomy)\n", + "		BIRA
IASB
BISA\n", + "		\"\" Belgium\n", + "25 November 1964—YesNoNoNo\n", + "[12]\n", + "
Spanish: Agencia Bolivariana para Actividades Espaciales
(Bolivarian Agency for Space Activities)\n", + "		ABAE\n", + "\"\" Venezuela\n", + "1 January 2008—NoYesNoNo\n", + "[13]\n", + "
Portuguese: Agência Espacial Brasileira
(Brazilian Space Agency)\n", + "		AEB\n", + "\"\" Brazil\n", + "10 February 1994—YesYesYes[14]No\n", + "[15]\n", + "
UK Space Agency\n", + "UKSA\n", + "\"\" United Kingdom\n", + "1 April 2010—YesYesYesNo\n", + "[citation needed]\n", + "
Bolivian Space Agency Spanish: Agencia Boliviana Espacial
\n", + "		ABE\n", + "\"\" Bolivia\n", + "2012\n", + "—NoYesNoNo\n", + "[16][17][18]\n", + "
Bulgarian: Българска академия на науките
(Space Research Institute, Solar-Terrestrial Influences Institute) Bulgarian Space Agency\n", + "		ИКИ-БАН
SRI-BAS
ИСЗВ-БАН
STIL-BAS\n", + "		\"\" Bulgaria\n", + "1987—YesYesNoNo\n", + "[19]\n", + "
Canadian Space Agency
French: Agence spatiale canadienne\n", + "		CSA
ASC\n", + "		\"\" Canada\n", + "1 March 1989—YesYesYesNo\n", + "[20]\n", + "
China National Space Administration
(Chinese: 国家航天局)\n", + "		CNSA\n", + "\"\" China\n", + "22 April 1993—YesYesYesYes\n", + "[21]\n", + "
Spanish: Comisión Colombiana del Espacio
(Colombian Space Commission)\n", + "		CCE\n", + "\"\" Colombia\n", + "18 July 2006—NoYesNoNo\n", + "[22]\n", + "
Centre for Remote Imaging, Sensing and Processing\n", + "CRISP\n", + "\"\" Singapore\n", + "1995—NoYesNoNo\n", + "\n", + "
Consultative Committee for Space Data Systems\n", + "CCSDS\n", + "\n", + "
International
\"Italy\" Agenzia Spaziale Italiana (ASI)
\"United British National Space Centre (BNSC)
\"Canada\" Canadian Space Agency (CSA)
\"France\" Centre National d’Études Spatiales (CNES)
\"China\" China National Space Administration (CNSA)
\"Germany\" Deutsches Zentrum für Luft und Raumfahrt (DLR)
\"Not European Space Agency (ESA)
\"Brazil\" Instituto Nacional de Pesquisas Espaciais (INPE)
\"Japan\" Japan Aerospace Exploration Agency (JAXA)
\"United National Aeronautics and Space Administration (NASA)
\"Russia\" Russian Federal Space Agency (RFSA)
\n", + "		1982—NoNoNoNo\n", + "—\n", + "
Committee on Space Research\n", + "COSPAR\n", + "\n", + "
International
\"\" Argentina
\"\" Armenia
\"\" Australia
\"\" Austria
\"\" Belgium
\"\" Bulgaria
\"\" Brazil
\"\" Canada
\"\" China
\"\" Republic of China (Taiwan)
\"\" Czech Republic
\"\" Denmark
\"\" Egypt
\"\" Finland
\"\" France
\"\" Germany
\"\" Greece
\"\" Hungary
\"\" India
\"\" Indonesia
\"\" Iran
\"\" Israel
\"\" Italy
\"\" Japan
\"\" Mexico
\"\" Netherlands
\"\" Nigeria
\"\" Norway
\"\" Pakistan
\"\" Poland
\"\" Portugal
\"\" Romania
\"\" Russia
\"\" Slovakia
\"\" South Africa
\"\" Spain
\"\" Sweden
\"\"  Switzerland
\"\" Thailand
\"\" Turkey
\"\" Ukraine
\"\" United Kingdom
\"\" United States
\"\" Caribbean Community
\n", + "		1958—NoNoNoNo\n", + "[23][24][25]\n", + "
Czech: Ministerstvo dopravy České republiky
(Ministry of Transport of the Czech Republic - Space Technologies and Satellite Systems Department[citation needed][26])\n", + "		[1]
Ministry of Transport of the Czech Republic\n", + "		\"\" Czech Republic\n", + "2003[citation needed]—NoNoNoNo\n", + "[26]\n", + "
Danish: Danmarks Rumcenter
(Danish National Space Center)\n", + "		DRC
DNSC\n", + "		\"\" Denmark\n", + "1 January
1968		31 December
2006		YesNoNoNo\n", + "[citation needed]\n", + "
Danish: Dansk Rumforskningsinstitut
(Danish Space Research Institute)\n", + "		DRKI[permanent dead link]
DSRI\n", + "		\"\" Denmark\n", + "1 January
2005		31 December
2006		NoYesNoNo\n", + "[citation needed]\n", + "
European Space Agency
(French: Agence spatiale européenne)
(German: Europäische Weltraumorganisation)\n", + "		ESA
ASE
EWO\n", + "		\n", + "
ESA
\"\" Austria
\"\" Belgium
\"\" Canada
\"\" Czech Republic
\"\" Denmark
\"\" Estonia
\"\" European Union
\"\" Finland
\"\" France
\"\" Germany
\"\" Greece
\"\" Hungary
\"\" Ireland
\"\" Italy
\"\" Luxembourg
\"\" Netherlands
\"\" Norway
\"\" Poland
\"\" Portugal
\"\" Romania
\"\" Spain
\"\" Sweden
\"\"  Switzerland
\"\" United Kingdom
\n", + "		31 May 1975—YesYesYesYes\n", + "[27][28]\n", + "
Geo-Informatics and Space Technology Development Agency
(Thai: สำนักงานพัฒนาเทคโนโลยีอวกาศและภูมิสารสนเทศ)\n", + "		GISTDA
สทอภ\n", + "		\"\" Thailand\n", + "3 November 2002—NoYesNoNo\n", + "[29]\n", + "
German: Deutsches Zentrum für Luft- und Raumfahrt
(German Aerospace Center)\n", + "		DLR\n", + "\"\" Germany\n", + "1969—YesYesYesNo\n", + "[30]\n", + "
Hungarian: Magyar Űrkutatási Iroda
(Hungarian Space Office)\n", + "		MŰI
HSO\n", + "		\"\" Hungary\n", + "January 1992—NoYesNoNo\n", + "\n", + "
Indian Space Research Organisation
(Hindi: भारतीय अंतरिक्ष अनुसंधान संगठन)\n", + "		ISRO
इसरो\n", + "		\"\" India\n", + "15 August 1969—YesYesYesYes\n", + "[31][32][33]\n", + "
Greek: Ινστιτούτο Διαστημικών Εφαρμογών και Τηλεπισκόπησης
(Institute for Space Applications and Remote Sensing)\n", + "		ΙΔΕΤ
ISARS\n", + "		\"\" Greece\n", + "1955—NoYesNoNo\n", + "[citation needed]\n", + "
Instituto Nacional de Técnica Aeroespacial\n", + "INTA\n", + "\"\" Spain\n", + "1942—YesYesYesNo\n", + "[34][35][36]\n", + "
Iranian Space Agency
(Persian: سازمان فضایی ایران‎)\n", + "		ISA\n", + "\"\" Iran\n", + "2003—NoYesYesYes\n", + "[37][38][39]\n", + "
Israeli Space Agency
(Hebrew: סוכנות החלל הישראלית‎)
\n", + "		ISA
סל\"ה\n", + "		\"\" Israel\n", + "April 1983—YesYesYesNo\n", + "[citation needed]\n", + "
Italian Space Agency
(Italian: Agenzia Spaziale Italiana)\n", + "		ASI\n", + "\"\" Italy\n", + "1988—YesYesYesNo\n", + "[40][41]\n", + "
Japan Aerospace Exploration Agency
(Japanese: 宇宙航空研究開発機構)\n", + "		JAXA\n", + "\"\" Japan\n", + "1 October 2003—YesYesYesYes\n", + "[42][43]\n", + "
National Space Agency (KazCosmos);
Kazakh Space Research Institute\n", + "		NSA (KazCosmos);
SRI\n", + "		\"\" Kazakhstan\n", + "1991—YesYesNoNo\n", + "—\n", + "
New Zealand Space Agency
\n", + "		NZSA\n", + "\"\" New Zealand\n", + "April 2016—NoNoNoNo\n", + "—\n", + "
Korean Committee of Space Technology
(Korean: 조선우주공간기술위원회)\n", + "		KCST\n", + "\"\" North Korea\n", + "1980s2013NoYesYesNo\n", + "[44][45][46]\n", + "
National Aerospace Development Administration
(Korean: 국가우주개발국)\n", + "		NADA\n", + "\"\" North Korea\n", + "2013—NoYesYesNo\n", + "[47]\n", + "
Korea Aerospace Research Institute
(Korean: 한국항공우주연구원)\n", + "		KARI\n", + "\"\" South Korea\n", + "10 October 1989—YesYesYesNo\n", + "[citation needed]\n", + "
Lithuanian Space Association[citation needed]\n", + "LSA\n", + "\"\" Lithuania\n", + "2007—NoYesNoNo\n", + "[48]\n", + "
Malaysian National Space Agency
(Malay: Agensi Angkasa Negara)\n", + "		ANGKASA\n", + "\"\" Malaysia\n", + "2002—YesYesNoNo\n", + "[49]\n", + "
National Aeronautics and Space Administration\n", + "NASA\n", + "\"\" United States\n", + "1 October 1958—YesYesYesYes\n", + "[50]\n", + "
National Authority for Remote Sensing and Space Sciences
(Arabic: الهيئة العامة للاستشعار عن بعد وعلوم الفضاء‎)\n", + "		NARSS\n", + "\"\" Egypt\n", + "1994—NoYesNoNo\n", + "[51]\n", + "
French: Centre National d’Études Spatiales
(National Center of Space Research)\n", + "		CNES\n", + "\"\" France\n", + "19 December 1961—YesYesYesNo\n", + "[52]\n", + "
Paraguayan Space Agency
(Spanish: Agencia Espacial del Paraguay)\n", + "		AEP\n", + "\"\" Paraguay\n", + "26 March 2014—NoNoNoNo\n", + "—\n", + "
Spanish: Comisión Nacional de Investigación y Desarrollo Aeroespacial
(National Commission for Aerospace Research and Development)\n", + "		CONIDA\n", + "\"\" Peru\n", + "11 June 1974—NoYesYesNo\n", + "[53]\n", + "
Philippine Space Agency\n", + "PhilSA\n", + "\"\" Philippines\n", + "8 August 2019—NoYesNoNo\n", + "[55][56]\n", + "
Spanish: Comisión Nacional de Investigaciones Espaciales
(National Commission for Space Research)\n", + "		CNIE\n", + "\"\" Argentina\n", + "19611991NoNoYesYes\n", + "[57][58]\n", + "
Spanish: Comisión Nacional de Actividades Espaciales
(National Space Activities Commission)\n", + "		CONAE\n", + "\"\" Argentina\n", + "28 May 1991—NoYesYesNo\n", + "[57]\n", + "
Indonesian: Lembaga Antariksa dan Penerbangan Nasional
(National Institute of Aeronautics and Space)\n", + "		LAPAN\n", + "\"\" Indonesia\n", + "27 November 1964—YesYesYesNo\n", + "[citation needed]\n", + "
National Remote Sensing Center of Mongolia[citation needed]\n", + "NRSC\n", + "\"\" Mongolia\n", + "1987—NoNoNoNo\n", + "[59]\n", + "
French: Centre national de la cartographie et de la télédétection
(Arabic: المركز الوطني للإستشعار عن بعد‎)
(National Remote Sensing Center of Tunisia)[citation needed]\n", + "		CNT\n", + "\"\" Tunisia\n", + "1988—NoNoNoNo\n", + "—\n", + "
Uzbek State Space Research Agency (UzbekCosmos)\n", + "USSRA (UzbekCosmos)\n", + "\"\" Uzbekistan\n", + "2001—NoNoNoNo\n", + "[2] [60]\n", + "
Ukrainian: Національне космічне агентство України
(National Space Agency of Ukraine)\n", + "		НКАУ
NSAU\n", + "		\"\" Ukraine\n", + "2 March 1992—YesYesYesNo\n", + "[3]\n", + "
National Space Organization
(Chinese: 國家太空中心)\n", + "		NSPO\n", + "\"\" Republic of China (Taiwan)\n", + "3 October 1991—NoYesYesNo\n", + "[61]\n", + "
National Space Research and Development Agency\n", + "NASRDA\n", + "\"\" Nigeria\n", + "1998—NoYesNoNo\n", + "[citation needed]\n", + "
Dutch: Stichting Ruimteonderzoek Nederland
(Netherlands Institute for Space Research)\n", + "		SRON\n", + "\"\" Netherlands\n", + "1983—YesYesNoNo\n", + "[citation needed]\n", + "
Norwegian: Norsk Romsenter
(Norwegian Space Centre)\n", + "		NRS
NSC\n", + "		\"\" Norway\n", + "1987—NoYesYesNo\n", + "[62]\n", + "
Pakistan Space and Upper Atmosphere Research Commission
(Urdu: پاکستان خلائی و بالا فضائی تحقی‍قاتی کمیشن‎)\n", + "		SUPARCO
سپارکو\n", + "		\"\" Pakistan\n", + "16 September 1961—NoYesYesNo\n", + "[citation needed]\n", + "
Portugal Space\n", + "—\n", + "\"\" Portugal\n", + "2019—NoNoNoNo[63][64]\n", + "
Romanian: Agenţia Spaţială Română
(Romanian Space Agency)\n", + "		ASR
ROSA\n", + "		\"\" Romania\n", + "1991—YesYesNoNo\n", + "[citation needed]\n", + "
former Egypt Remote Sensing Center\n", + "EASRT-RSC\n", + "\"\" Egypt\n", + "19711994NoNoNoNo\n", + "[51]\n", + "
French: Centre Royal de Télédétection Spatiale
Berber: Ammas Amrrukan n Tallunt
(Arabic: المركز الملكي للإستشعار البعدي الفضائي‎)
(Royal Center for Remote Sensing)[citation needed]\n", + "		CRTS\n", + "\"\" Morocco\n", + "December 1989—NoYesNoNo\n", + "—\n", + "
Russian: Федеральное космическое агентство
(Russian Federal Space Agency)\n", + "		ROSCOSMOS\n", + "\"\" Russia\n", + "c.1992—YesYesYesYes\n", + "[citation needed]\n", + "
Sri Lanka Space Agency[citation needed]\n", + "SLSA\n", + "\"\" Sri Lanka\n", + "2010 (Proposed)[needs update]—NoYesNoNo\n", + "[65]\n", + "
Turkish: Türkiye Uzay Ajansı
(Turkish Space Agency)\n", + "		TUA\n", + "\"\" Turkey\n", + "2018—NoYesNoNo\n", + "[66][67]\n", + "
Russian: Советская космическая программа
(Soviet space program)\n", + "		СССР\n", + "\"\" Soviet Union\n", + "ca. 1955ca. 1991YesYesYesYes\n", + "[citation needed]\n", + "
Space Research and Remote Sensing Organization\n", + "SPARRSO\n", + "\"\" Bangladesh\n", + "1980—NoNoNoNo\n", + "[68]\n", + "
Polish: Polska Agencja Kosmiczna POLSA
(Polish Space Agency)\n", + "		POLSA
POLSA\n", + "		\"\" Poland\n", + "2014—YesYesNoNo\n", + "[citation needed]\n", + "
South African National Space Agency\n", + "SANSA\n", + "\"\" South Africa\n", + "9 December 2010—NoNoNoNo\n", + "[69]\n", + "
Space Research Institute of Saudi Arabia[citation needed]
(Arabic: معهد بحوث الفضاء‎)\n", + "		KACST-SRI\n", + "\"\" Saudi Arabia\n", + "——NoYesNoNo\n", + "—\n", + "
Vietnamese: Viện Công nghệ vũ trụ Việt Nam
(Space Technology Institute (Vietnam))\n", + "		CNVT or STI
VAST-STI\n", + "		\"\" Vietnam\n", + "20 November 2006—YesYesNoNo\n", + "[70]\n", + "
Swedish: Rymdstyrelsen
(Swedish National Space Agency)\n", + "		SNSA\n", + "\"\" Sweden\n", + "1972—YesYesYesNo\n", + "[citation needed]\n", + "
Swiss Space Office\n", + "SSO\n", + "\"\"  Switzerland\n", + "1998—NoNoNoNo\n", + "[71][72]\n", + "
Turkmenistan National Space Agency\n", + "\n", + "\"\" Turkmenistan\n", + "2011—NoNoNoNo\n", + "[73]\n", + "
United Nations Office for Outer Space Affairs\n", + "UNOOSA\n", + "\"\" United Nations\n", + "13 December 1958—————\n", + "[74]\n", + "
United Nations Committee on the Peaceful Uses of Outer Space\n", + "UNCOPUOS\n", + "\n", + "
International
\"\" Caribbean Community
\"\" Albania
\"\" Algeria
\"\" Argentina
\"\" Australia
\"\" Austria
\"\" Belgium
\"\" Benin
\"\" Bolivia
\"\" Brazil
\"\" Bulgaria
\"\" Burkina Faso
\"\" Cameroon
\"\" Canada
\"\" Chad
\"\" Chile
\"\" China
\"\" Colombia
\"\" Cuba
\"\" Czech Republic
\"\" Ecuador
\"\" Egypt
\"\" France
\"\" Hungary
\"\" Germany
\"\" Greece
\"\" India
\"\" Indonesia
\"\" Iran
\"\" Iraq
\"\" Italy
\"\" Japan
\"\" Kazakhstan
\"\" Kenya
\"\" Lebanon
\"\" Libya
\"\" Malaysia
\"\" Mexico
\"\" Mongolia
\"\" Netherlands
\"\" Nicaragua
\"\" Niger
\"\" Nigeria
\"\" Pakistan
\"\" Peru
\"\" Philippines
\"\" Poland
\"\" Portugal
\"\" South Korea
\"\" Romania
\"\" Russia
\"\" Saudi Arabia
\"\" Senegal
\"\" Sierra Leone
\"\" Slovakia
\"\" South Africa
\"\" Spain
\"\" Sudan
\"\" Sweden
\"\"  Switzerland
\"\" Syria
\"\" Thailand
\"\" Turkey
\"\" United Kingdom
\"\" United States
\"\" Ukraine
\"\" Uruguay
\"\" Venezuela
\"\" Vietnam
\n", + "		12 December 1959—————\n", + "—\n", + "
United Arab Emirates Space Agency
(Arabic: وكالةالإمارات للفضاء‎)\n", + "		UAESA\n", + "\"\" United Arab Emirates\n", + "2014—NoYesNoNo\n", + "[75]\n", + "
Mohammed bin Rashid Space Centre
(Arabic: على مركز محمد بن راشد للفضاء‎)\n", + "		MBRSC\n", + "\"Dubai\" Dubai, \"\" United Arab Emirates\n", + "6 February 2006 (as EIAST)
2015 (as MBRSC)		—NoYesNoNo\n", + "[76]\n", + "
\n", + "

List of space agencies with launch capability[edit]

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Space agency\n", + "Country\n", + "Founded\n", + "Terminated\n", + "Capabilities of the space agency\n", + "Ref(s)\n", + "
Name\n", + "Acronym\n", + "Launch capable\n", + "Multiple Satellites Launch capable\n", + "Developed and Deployed Cryogenic Rocket Engines\n", + "Operates Extraterrestrial Probe\n", + "Recoverable Satellites capable\n", + "
Air Force Space Command\n", + "AFSPC\n", + "\"\" United States\n", + "15 September 1985—YesYesYesNoYes\n", + "[2][3]\n", + "
Australian Space Agency\n", + "ASA\n", + "\"\" Australia\n", + "1st July 2018—YesNoNoNoNo\n", + "[4][5][citation needed]\n", + "
China National Space Administration
(Chinese: 中华人民共和国国家航天局)\n", + "		CNSA\n", + "\"\" People's Republic of China\n", + "22 April 1993—YesYesYesYesYes\n", + "[21]\n", + "
European Space Agency
(French: Agence spatiale européenne)
(German: Europäische Weltraumorganisation)\n", + "		ESA
ASE
EWO\n", + "		\n", + "
ESA
\"\" Austria
\"\" Belgium
\"\" Canada
\"\" Czech Republic
\"\" Denmark
\"\" Finland
\"\" France
\"\" Germany
\"\" Greece
\"\" Hungary
\"\" Ireland
\"\" Italy
\"\" Luxembourg
\"\" Netherlands
\"\" Norway
\"\" Portugal
\"\" Poland
\"\" Romania
\"\" Spain
\"\" Sweden
\"\"  Switzerland
\"\" United Kingdom
\n", + "		31 May 1975—YesYesYesYesYes\n", + "[27][28]\n", + "
Iranian Space Agency
(Persian: سازمان فضایی ایران‎)\n", + "		ISA
ISA\n", + "		\"\" Iran\n", + "2003—YesNoNoNoNo\n", + "\n", + "
Israeli Space Agency
(Hebrew: סוכנות החלל הישראלית‎)
(Arabic: وكالة الفضاء الإسرائيلية‎)\n", + "		ISA
סל\"ה\n", + "		\"\" Israel\n", + "April 1983—YesNoNoNoNo\n", + "[citation needed]\n", + "
Italian Space Agency
(Italian: Agenzia Spaziale Italiana)\n", + "		ASI\n", + "\"\" Italy\n", + "1988—YesYesNoNoNo\n", + "[77]\n", + "
National Aerospace Development Administration
(Korean: 조선우주공간기술위원회)
\n", + "		KCST\n", + "\"\" North Korea\n", + "1980s—YesNoNoNoNo\n", + "[citation needed]\n", + "
Korea Aerospace Research Institute
(Korean: 한국항공우주연구원)
\n", + "		KARI
항우연\n", + "		\"\" South Korea\n", + "October 1989—YesNoNoNoNo\n", + "[citation needed]\n", + "
Indian Space Research Organisation
(Hindi: भारतीय अंतरिक्ष अनुसंधान संगठन)\n", + "		ISRO
इसरो\n", + "		\"\" India\n", + "15 August 1969—YesYesYesYesYes\n", + "[31][32][33]\n", + "
Japan Aerospace Exploration Agency
(Japanese: 宇宙航空研究開発機構)\n", + "		JAXA\n", + "\"\" Japan\n", + "1 October 2003—YesYesYesYesYes\n", + "[42]\n", + "
National Aeronautics and Space Administration\n", + "NASA\n", + "\"\" United States\n", + "1 October 1958—YesYesYesYesYes\n", + "[50]\n", + "
French: Centre National d’Études Spatiales
(National Center of Space Research)\n", + "		CNES\n", + "\"\" France\n", + "19 December 1961—YesYesYesNoNo\n", + "[52]\n", + "
Ukrainian: Національне космічне агентство України
(National Space Agency of Ukraine)\n", + "		НКАУ
NSAU\n", + "		\"\" Ukraine\n", + "2 March 1992—YesYesNoNoNo\n", + "[citation needed]\n", + "
Russian: Федеральное космическое агентство
(Russian Federal Space Agency (Roscosmos))\n", + "		ROSCOSMOS
RFSA\n", + "		\"\" Russia\n", + "ca. 1992—YesYesYesYesYes\n", + "[citation needed]\n", + "
Russian: Советская космическая программа
(Soviet space program)\n", + "		СССР\n", + "\"\" Soviet Union\n", + "ca. 1955ca. 1991YesYesYesYesYes\n", + "[citation needed]\n", + "
\n", + "

List of space agencies with human spaceflight capability[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Space agency\n", + "Country\n", + "Founded\n", + "Terminated\n", + "Accomplished tasks by the space agency\n", + "Ref(s)\n", + "
Name\n", + "Acronym\n", + "Human Spaceflight capable\n", + "Human Space launch capable\n", + "Spacewalk capable\n", + "Space Rendezvous and Docking capable\n", + "Operates Space Station\n", + "
China National Space Administration
(Chinese: 中华人民共和国国家航天局)\n", + "		CNSA\n", + "\"\" People's Republic of China\n", + "April 22, 1993—YesYesYesYesYes\n", + "[21][78]\n", + "
Russian: Федеральное космическое агентство
(Russian Federal Space Agency)\n", + "		ROSCOSMOS
RFSA\n", + "		\"\" Russia\n", + "December 26, 1991 Dissolution of Soviet Union—YesYesYesYesYes\n", + "[79]\n", + "
National Aeronautics and Space Administration\n", + "NASA\n", + "\"\" United States\n", + "October 1, 1958—YesYesYesYesYes\n", + "[50]\n", + "


\n", + "

\n", + "
Russian: Советская космическая программа
(Soviet space program)\n", + "		СССР\n", + "\"\" Soviet Union\n", + "July 22, 1951December 26, 1991 Dissolution of Soviet UnionOctober 2, 1991 (1991-10-02) lastOctober 2, 1991 (1991-10-02) lastJuly 27, 1991 (1991-07-27) lastDecember 26, 1991 (1991-12-26) lastDecember 26, 1991 (1991-12-26) last\n", + "[79]\n", + "
\n", + "

List of space agencies with lunar landing capability[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Space agency\n", + "Country\n", + "Founded\n", + "Terminated\n", + "Accomplished tasks by the space agency\n", + "Ref(s)\n", + "
Name\n", + "Acronym\n", + "Circumlunar Crewed Spaceflight\n", + "Controlled impact with Lunar surface\n", + "Uncrewed Moon Soft Landing\n", + "Uncrewed (automated) lunar rover operation\n", + "Automated Lunar sample return mission\n", + "Crewed Moon Landing and sample return\n", + "
China National Space Administration
(Chinese: 中华人民共和国国家航天局)\n", + "		CNSA\n", + "\"\" People's Republic of China\n", + "22 April 1993—NoYesYesYesNoNo\n", + "[21]\n", + "
National Aeronautics and Space Administration\n", + "NASA\n", + "\"\" United States\n", + "1 October 1958—YesYesYesNoNoYes\n", + "[50]\n", + "
Russian: Советская космическая программа
(Soviet space program)\n", + "		СССР\n", + "\"\" Soviet Union\n", + "ca. 1955ca. 1991NoYesYesYes[80]Yes[81][82]No\n", + "[83]\n", + "
\n", + "

Expected and proposed future space agencies[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Space agency\n", + "Country\n", + "Possible expected date of foundation\n", + "Current status\n", + "Ref(s)\n", + "
Name\n", + "Acronym\n", + "
Sri Lanka Aeronautics and Space Agency\n", + "SLASA\n", + "\"\" Sri Lanka\n", + "\n", + "Immediate goal is to construct and launch two satellites. Sri Lankan Telecommunications Regulatory Commission has signed an agreement with Surrey Satellite Technology Ltd to get relevant help and resources.\n", + "[84][85]\n", + "
African Space Agency\n", + "AfriSpace\n", + "African Union\n", + "—\n", + "Proposed in 2015. AU plans to launch the agency by 2023 with a new proposed headquarter in New Cairo, Egypt. Funded by Egypt.\n", + "[86][87][88][89]\n", + "
Pan-Arab Space Agency
\n", + "		PASA\n", + "\"Arab Arab League\n", + "—\n", + "Stalled. Proposed in 2009, at progress stage.\n", + "[90]\n", + "
South American Space Agency\n", + "\n", + "\"South South America\n", + "—\n", + "Proposed in 2011, at progress stage\n", + "[91]\n", + "
\n", + "

Budgets[edit]

\n", + "

The annual budgets listed are the official budgets for national space agencies available in public domain. The budgets are not normalized to the expenses of space research in different countries, i.e. higher budget does not necessarily mean more activity or better performance in space exploration.[92][93] Note also that budget could be used for different projects: e.g. GPS is maintained from the US defence budget, whereas ESA's money is used for developing the European Galileo positioning system[citation needed]. The data for authoritarian countries are unreliable. For European contributors to ESA, the national budgets shown include also their contributions to ESA.\n", + "

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Budgets of different space agencies.\n", + "
Agency (country/region)\n", + "Budget (in millions of US $)\n", + "
NASA (USA)\n", + "
21,500
\n", + "
CNSA (China)\n", + "
8,400
\n", + "
ESA (Europe)\n", + "
6,406
\n", + "
DLR (Germany)\n", + "
4,274
\n", + "
Roscosmos (Russia)\n", + "
3,272
\n", + "
CNES (France)\n", + "
2,700
\n", + "
ISRO (India)\n", + "
1,425
\n", + "
ASI (Italy)\n", + "
1,800
\n", + "
JAXA (Japan)\n", + "
1,699
\n", + "
KARI (South Korea)\n", + "
583
\n", + "
UKSA (UK)\n", + "
500
\n", + "
ASA (Algeria)\n", + "
360
\n", + "
CSA (Canada)\n", + "
246
\n", + "
ISAB (Belgium)\n", + "
224
\n", + "
INTA (Spain)\n", + "
211
\n", + "
SSO (Switzerland)\n", + "
177
\n", + "
ISA and ISRC (Iran)\n", + "
139
\n", + "
NSO (Netherlands)\n", + "
110
\n", + "
SNSA (Sweden)\n", + "
100
\n", + "
NOSA (Norway)\n", + "
97
\n", + "
SSAU (Ukraine)\n", + "
80
\n", + "
ALR (Austria)\n", + "
75
\n", + "
ISA (Israel)\n", + "
48
\n", + "
AEB (Brazil)\n", + "
47
\n", + "
CONAE (Argentina)\n", + "
45
\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Country/
region\n", + "		Agency\n", + "Budget
(in millions of US $)\n", + "		Reference\n", + "Year\n", + "
\"\" United States\n", + "National Aeronautics and Space Administration\n", + "21,500\n", + "[94][95]\n", + "2019\n", + "
\"\" China\n", + "China National Space Administration\n", + "8,400\n", + "[96]\n", + "2017\n", + "
\"Not
\"\" Austria
\"\" Belgium
\"\" Czech Republic
\"\" Denmark
\"\" European Union
\"\" Finland
\"\" France
\"\" Germany
\"\" Greece
\"\" Ireland
\"\" Italy
\"\" Luxembourg
\"\" Netherlands
\"\" Norway
\"\" Poland
\"\" Portugal
\"\" Romania
\"\" Spain
\"\" Sweden
\"\"  Switzerland
\"\" United Kingdom
\n", + "		European Space Agency\n", + "6,406\n", + "[97]\n", + "2019\n", + "
\"\" Germany\n", + "German Aerospace Center\n", + "4,274\n", + "[98]\n", + "2017\n", + "
\"\" Russia\n", + "Russian Federal Space Agency\n", + "3,272\n", + "[99]\n", + "2015\n", + "
\"\" France\n", + "French Space Agency\n", + "2,700\n", + "[100]\n", + "2017\n", + "
\"\" India\n", + "Indian Space Research Organisation\n", + "1,425\n", + "[101]\n", + "2019-20\n", + "
\"\" Italy\n", + "Italian Space Agency\n", + "1,800\n", + "[102]\n", + "2016\n", + "
\"\" Japan\n", + "Japan Aerospace Exploration Agency\n", + "1,699\n", + "[103]\n", + "2017\n", + "
\"\" South Korea\n", + "Korea Aerospace Research Institute\n", + "583\n", + "[104]\n", + "2016\n", + "
\"\" United Kingdom\n", + "UK Space Agency\n", + "500\n", + "[105]\n", + "2017\n", + "
\"\" Algeria\n", + "Algerian Space Agency\n", + "360\n", + "\n", + "2015\n", + "
\"\" Canada\n", + "Canadian Space Agency\n", + "246\n", + "[106]\n", + "2018\n", + "
\"\" Belgium\n", + "Interfederal Space Agency of Belgium\n", + "224\n", + "[107]\n", + "2018\n", + "
\"\" Spain\n", + "Instituto Nacional de Técnica Aeroespacial\n", + "211\n", + "[108]\n", + "2018\n", + "
\"\"  Switzerland\n", + "Swiss Space Office\n", + "177\n", + "[97]\n", + "2019\n", + "
\"\" Iran\n", + "Iranian Space Agency and Iranian Space Research Center\n", + "139\n", + "[109]\n", + "2014-15\n", + "
\"\" Netherlands\n", + "Netherlands Space Office\n", + "110\n", + "[110]\n", + "\n", + "
\"\" Sweden\n", + "Swedish National Space Agency\n", + "100\n", + "[111]\n", + "2011\n", + "
\"\" Norway\n", + "Norwegian Space Agency\n", + "97\n", + "[112]\n", + "2014\n", + "
\"\" Ukraine\n", + "State Space Agency of Ukraine\n", + "80\n", + "[113]\n", + "\n", + "
\"\" Austria\n", + "Austrian Space Agency\n", + "75\n", + "[114]\n", + "2018\n", + "
\"\" Israel\n", + "Israel Space Agency\n", + "48\n", + "\n", + "\n", + "
\"\" Brazil\n", + "Brazilian Space Agency\n", + "47\n", + "[115]\n", + "2018\n", + "
\"\" Argentina\n", + "Comisión Nacional de Actividades Espaciales\n", + "45\n", + "[116]\n", + "2019\n", + "
\"\" Pakistan\n", + "Space and Upper Atmosphere Research Commission\n", + "45\n", + "[117][118]\n", + "2018-19\n", + "
\"\" Philippines\n", + "Philippine Space Agency\n", + "38\n", + "[citation needed]\n", + "2019\n", + "
\"\" Nigeria\n", + "National Space Research and Development Agency\n", + "32.3\n", + "[119]\n", + "2019\n", + "
\"\" South Africa\n", + "South African National Space Agency\n", + "11.8\n", + "[120]\n", + "2014-15\n", + "
\"\" Mexico\n", + "Mexican Space Agency\n", + "8.34\n", + "[121]\n", + "\n", + "
\"\" Australia\n", + "Australian Space Agency\n", + "6.9\n", + "[122][123]\n", + "2019\n", + "
  World\n", + "All space agencies (Total of listed budgets)\n", + "About 55,000\n", + "\n", + "\n", + "
\n", + "

See also[edit]

\n", + "
\n", + "
\n", + "\n", + "

References[edit]

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  123. ^ \":: Budget 2018 - New opportunities and jobs for Australian industry\". www.minister.industry.gov.au. Retrieved 12 February 2019.\n", + "
    124. \n", + "


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CountryAgencyBudgetRefYear56
1United StatesNational Aeronautics and Space Administration21500.00[94][95]2019None
2ChinaChina National Space Administration8400.00[96]2017None
3European UnionEuropean Space Agency6406.00[97]2019None
4GermanyGerman Aerospace Center4274.00[98]2017None
5RussiaRussian Federal Space Agency3272.00[99]2015None
6FranceFrench Space Agency2700.00[100]2017None
7IndiaIndian Space Research Organisation1425.00[101]2019-20None
8ItalyItalian Space Agency1800.00[102]2016None
9JapanJapan Aerospace Exploration Agency1699.00[103]2017None
10South KoreaKorea Aerospace Research Institute583.00[104]2016None
11United KingdomUK Space Agency500.00[105]2017None
12AlgeriaAlgerian Space Agency360.002015None
13CanadaCanadian Space Agency246.00[106]2018None
14BelgiumInterfederal Space Agency of Belgium224.00[107]2018None
15SpainInstituto Nacional de Técnica Aeroespacial211.00[108]2018None
16SwitzerlandSwiss Space Office177.00[97]2019None
17IranIranian Space Agency and Iranian Space Researc...139.00[109]2014-15None
18NetherlandsNetherlands Space Office110.00[110]None
19SwedenSwedish National Space Agency100.00[111]2011None
20NorwayNorwegian Space Agency97.00[112]2014None
21UkraineState Space Agency of Ukraine80.00[113]None
22AustriaAustrian Space Agency75.00[114]2018None
23IsraelIsrael Space Agency48.00None
24BrazilBrazilian Space Agency47.00[115]2018None
25ArgentinaComisión Nacional de Actividades Espaciales45.00[116]2019None
26PakistanSpace and Upper Atmosphere Research Commission45.00[117][118]2018-19None
27PhilippinesPhilippine Space Agency38.00[citation needed]2019None
28NigeriaNational Space Research and Development Agency32.30[119]2019None
29South AfricaSouth African National Space Agency11.80[120]2014-15None
30MexicoMexican Space Agency8.34[121]None
31AustraliaAustralian Space Agency6.90[122][123]2019None
\n", + "
" + ], + "text/plain": [ + " Country Agency \\\n", + "1 United States National Aeronautics and Space Administration \n", + "2 China China National Space Administration \n", + "3 European Union European Space Agency \n", + "4 Germany German Aerospace Center \n", + "5 Russia Russian Federal Space Agency \n", + "6 France French Space Agency \n", + "7 India Indian Space Research Organisation \n", + "8 Italy Italian Space Agency \n", + "9 Japan Japan Aerospace Exploration Agency \n", + "10 South Korea Korea Aerospace Research Institute \n", + "11 United Kingdom UK Space Agency \n", + "12 Algeria Algerian Space Agency \n", + "13 Canada Canadian Space Agency \n", + "14 Belgium Interfederal Space Agency of Belgium \n", + "15 Spain Instituto Nacional de Técnica Aeroespacial \n", + "16 Switzerland Swiss Space Office \n", + "17 Iran Iranian Space Agency and Iranian Space Researc... \n", + "18 Netherlands Netherlands Space Office \n", + "19 Sweden Swedish National Space Agency \n", + "20 Norway Norwegian Space Agency \n", + "21 Ukraine State Space Agency of Ukraine \n", + "22 Austria Austrian Space Agency \n", + "23 Israel Israel Space Agency \n", + "24 Brazil Brazilian Space Agency \n", + "25 Argentina Comisión Nacional de Actividades Espaciales \n", + "26 Pakistan Space and Upper Atmosphere Research Commission \n", + "27 Philippines Philippine Space Agency \n", + "28 Nigeria National Space Research and Development Agency \n", + "29 South Africa South African National Space Agency \n", + "30 Mexico Mexican Space Agency \n", + "31 Australia Australian Space Agency \n", + "\n", + " Budget Ref Year 5 6 \n", + "1 21500.00 [94][95] 2019 None \n", + "2 8400.00 [96] 2017 None \n", + "3 6406.00 [97] 2019 None \n", + "4 4274.00 [98] 2017 None \n", + "5 3272.00 [99] 2015 None \n", + "6 2700.00 [100] 2017 None \n", + "7 1425.00 [101] 2019-20 None \n", + "8 1800.00 [102] 2016 None \n", + "9 1699.00 [103] 2017 None \n", + "10 583.00 [104] 2016 None \n", + "11 500.00 [105] 2017 None \n", + "12 360.00 2015 None \n", + "13 246.00 [106] 2018 None \n", + "14 224.00 [107] 2018 None \n", + "15 211.00 [108] 2018 None \n", + "16 177.00 [97] 2019 None \n", + "17 139.00 [109] 2014-15 None \n", + "18 110.00 [110] None \n", + "19 100.00 [111] 2011 None \n", + "20 97.00 [112] 2014 None \n", + "21 80.00 [113] None \n", + "22 75.00 [114] 2018 None \n", + "23 48.00 None \n", + "24 47.00 [115] 2018 None \n", + "25 45.00 [116] 2019 None \n", + "26 45.00 [117][118] 2018-19 None \n", + "27 38.00 [citation needed] 2019 None \n", + "28 32.30 [119] 2019 None \n", + "29 11.80 [120] 2014-15 None \n", + "30 8.34 [121] None \n", + "31 6.90 [122][123] 2019 None " + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_budget[\"Country\"] = [\"European Union\" if ds_budget[\"Country\"][i] == \"AustriaBelgiumCzech RepublicDenmarkEuropean UnionFinlandFranceGermanyGreeceIrelandItalyLuxembourgNetherlandsNorwayPolandPortugalRomaniaSpainSwedenSwitzerlandUnited Kingdom\" else ds_budget[\"Country\"][i] for i in range(1,32)]\n", + "ds_budget.sort_values(by = \"Budget\", ascending = True)\n", + "ds_budget[\"Budget\"] = [ds_budget.Budget[i].replace(\",\",\"\") for i in range(1,32)]\n", + "ds_budget[\"Budget\"] = ds_budget.Budget.astype(float)\n", + "ds_budget" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "sns.set()\n", + "from scipy import stats" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Budget\", data = ds_budget)\n", + "ax.set_title(\"Budget per Country\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "\n", + "ax.figure.savefig(\"Budget_per_Country.jpg\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Import REE per country Data to analyse the Correlation between Budget and Occurence per Country" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0CountryCommods
06Australia466
117Canada254
219China214
313Brazil173
445Kazakhstan161
5101United States153
674Russian Federation148
737India105
886Sweden88
957Mongolia81
10103Uzbekistan78
1147Kyrgyzstan70
1267Norway59
1353Malaysia58
1490Tajikistan56
1538Indonesia52
16105Vietnam49
1726Finland47
1860Mozambique46
194Argentina39
2063New Zealand38
2184Sri Lanka35
2292Thailand34
2333Greenland34
2482South Korea29
2532Greece23
268Bangladesh22
2795Turkey21
2881South Africa20
2944Japan17
............
7815Cabo Verde2
7916Cameroon2
8099United Arab Emirates2
8164Niger2
8296Turkmenistan2
8321Colombia2
841Algeria2
8568Paraguay2
8687Switzerland2
8750Libya2
8877Serbia2
8940Iraq2
9080Somalia2
9185Suriname1
9220China1
9349Liberia1
9411Bosnia and Herzegovina1
9576Senegal1
9678Sierra Leone1
9718Chile1
9841Ireland1
9988Syria1
10058Montenegro1
10194Tunisia1
10293Togo1
10324Denmark1
10428French Guiana1
10535Guyana1
10631Ghana1
10729Gabon1
\n", + "

108 rows × 3 columns

\n", + "
" + ], + "text/plain": [ + " Unnamed: 0 Country Commods\n", + "0 6 Australia 466\n", + "1 17 Canada 254\n", + "2 19 China 214\n", + "3 13 Brazil 173\n", + "4 45 Kazakhstan 161\n", + ".. ... ... ...\n", + "103 24 Denmark 1\n", + "104 28 French Guiana 1\n", + "105 35 Guyana 1\n", + "106 31 Ghana 1\n", + "107 29 Gabon 1\n", + "\n", + "[108 rows x 3 columns]" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ree = pd.read_csv(\"ree_per_country.csv\")\n", + "ree" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "correlation = ree.merge(ds_budget, on = \"Country\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0CommodsBudget
Unnamed: 01.000000-0.3210300.191504
Commods-0.3210301.0000000.207823
Budget0.1915040.2078231.000000
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" + ], + "text/plain": [ + " Unnamed: 0 Commods Budget\n", + "Unnamed: 0 1.000000 -0.321030 0.191504\n", + "Commods -0.321030 1.000000 0.207823\n", + "Budget 0.191504 0.207823 1.000000" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "correlation.corr()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.set_style(\"whitegrid\")\n", + "ax = sns.scatterplot( x = \"Commods\",y = \"Budget\" ,data = correlation, hue = \"Country\", s = 500, alpha = 0.8)\n", + "\n", + "ax.text(214+15, 8400, \"China\", horizontalalignment='left', size='medium', color='black')\n", + "ax.text(153+15, 21500, \"United States\", horizontalalignment='left', size='medium', color='black')\n", + "ax.text(466+15, 6.9, \"Australia\", horizontalalignment='left', size='medium', color='black')\n", + "ax.text(254+15, 246, \"Canada\", horizontalalignment='left', size='medium', color='black')\n", + "\n", + "ax.set_title(\"Occurrence vs. Budget per Country\",y= 1.1, fontsize=15, weight = \"semibold\")\n", + "ax.set_xlabel(\"Occurrence of REE\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_ylabel(\"Budget in Mio. USD $\", fontsize = 13, weight = \"semibold\")\n", + "\n", + "ax.legend(loc='center right', bbox_to_anchor=(1.5, 0.5), ncol=1)\n", + "\n", + "\n", + "x = correlation['Commods']\n", + "y = correlation['Budget']\n", + "slope, intercept, r_value, _, std_err = stats.linregress(x, y)\n", + "\n", + "ax.plot(x, slope*x + intercept, color=\"red\")\n", + "plt.show()\n", + "\n", + "\n", + "ax.figure.savefig(\"Occurrence_vs_Budget.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/.gitignore/.ipynb_checkpoints/SpaceX Launches-checkpoint.ipynb b/your-project/.gitignore/.ipynb_checkpoints/SpaceX Launches-checkpoint.ipynb new file mode 100644 index 0000000..2fd6442 --- /dev/null +++ b/your-project/.gitignore/.ipynb_checkpoints/SpaceX Launches-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/.gitignore/SpaceX Launches.ipynb b/your-project/.gitignore/SpaceX Launches.ipynb new file mode 100644 index 0000000..65cee74 --- /dev/null +++ b/your-project/.gitignore/SpaceX Launches.ipynb @@ -0,0 +1,430 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "import requests\n", + "import pandas as pd\n", + "from pandas.io.json import json_normalize" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "url = \"https://api.spacexdata.com/v3/launches\"\n", + "launches = requests.get(url)#.json()\n", + "\n", + "launches" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 {'rocket_id': 'falcon1', 'rocket_name': 'Falco...\n", + "1 {'rocket_id': 'falcon1', 'rocket_name': 'Falco...\n", + "2 {'rocket_id': 'falcon1', 'rocket_name': 'Falco...\n", + "3 {'rocket_id': 'falcon1', 'rocket_name': 'Falco...\n", + "4 {'rocket_id': 'falcon1', 'rocket_name': 'Falco...\n", + " ... \n", + "96 {'rocket_id': 'falcon9', 'rocket_name': 'Falco...\n", + "97 {'rocket_id': 'falcon9', 'rocket_name': 'Falco...\n", + "98 {'rocket_id': 'falcon9', 'rocket_name': 'Falco...\n", + "99 {'rocket_id': 'falcon9', 'rocket_name': 'Falco...\n", + "100 {'rocket_id': 'falcon9', 'rocket_name': 'Falco...\n", + "Name: rocket, Length: 101, dtype: object" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = pd.DataFrame(launches)\n", + "ds[\"rocket\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": {}, + "outputs": [], + "source": [ + "norm_json = json_normalize(launches.json())\n", + "ds_normalized = pd.DataFrame(norm_json)\n", + "rocket = ds_normalized[\"rocket.second_stage.payloads\"]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame(rocket)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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rocket.second_stage.payloads
0[{'payload_id': 'FalconSAT-2', 'norad_id': [],...
1[{'payload_id': 'DemoSAT', 'norad_id': [], 're...
2[{'payload_id': 'Trailblazer', 'norad_id': [],...
3[{'payload_id': 'RatSat', 'norad_id': [33393],...
4[{'payload_id': 'RazakSAT', 'norad_id': [35578...
5[{'payload_id': 'Dragon Qualification Unit', '...
6[{'payload_id': 'COTS Demo Flight 1', 'norad_i...
7[{'payload_id': 'COTS Demo Flight 2', 'norad_i...
8[{'payload_id': 'CRS-1', 'norad_id': [38846], ...
9[{'payload_id': 'CRS-2', 'norad_id': [39115], ...
10[{'payload_id': 'CASSIOPE', 'norad_id': [39265...
11[{'payload_id': 'SES-8', 'norad_id': [39460], ...
12[{'payload_id': 'Thaicom 6', 'norad_id': [3950...
13[{'payload_id': 'CRS-3', 'norad_id': [39680], ...
14[{'payload_id': 'Orbcomm-OG2-M1', 'norad_id': ...
15[{'payload_id': 'AsiaSat 8', 'norad_id': [4010...
16[{'payload_id': 'AsiaSat 6', 'norad_id': [4014...
17[{'payload_id': 'CRS-4', 'norad_id': [40210], ...
18[{'payload_id': 'CRS-5', 'norad_id': [40370], ...
19[{'payload_id': 'DSCOVR', 'norad_id': [40390],...
20[{'payload_id': 'ABS-3A', 'norad_id': [40424],...
21[{'payload_id': 'CRS-6', 'norad_id': [40588], ...
22[{'payload_id': 'TürkmenÄlem 52°E / MonacoSAT'...
23[{'payload_id': 'CRS-7', 'norad_id': [], 'reus...
24[{'payload_id': 'Orbcomm-OG2-M2', 'norad_id': ...
25[{'payload_id': 'Jason-3', 'norad_id': [41240]...
26[{'payload_id': 'SES-9', 'norad_id': [41380], ...
27[{'payload_id': 'CRS-8', 'norad_id': [41452], ...
28[{'payload_id': 'JCSAT-2B', 'norad_id': [41471...
29[{'payload_id': 'Thaicom 8', 'norad_id': [4155...
......
71[{'payload_id': 'CRS-16', 'norad_id': [43827],...
72[{'payload_id': 'GPS III SV01', 'norad_id': [4...
73[{'payload_id': 'Iridium NEXT 8', 'norad_id': ...
74[{'payload_id': 'Nusantara Satu (PSN-6)', 'nor...
75[{'payload_id': 'CCtCap Demo Mission 1', 'nora...
76[{'payload_id': 'ArabSat 6A', 'norad_id': [441...
77[{'payload_id': 'CRS-17', 'norad_id': [44222],...
78[{'payload_id': 'Starlink 1 (v0.9)', 'norad_id...
79[{'payload_id': 'RADARSAT Constellation', 'nor...
80[{'payload_id': 'DSX', 'norad_id': [44344], 'r...
81[{'payload_id': 'CRS-18', 'norad_id': [44446],...
82[{'payload_id': 'Amos-17', 'norad_id': [], 're...
83[{'payload_id': 'Starlink 2', 'norad_id': [], ...
84[{'payload_id': 'Starlink 3', 'norad_id': [], ...
85[{'payload_id': 'Crew Dragon In Flight Abort T...
86[{'payload_id': 'ANASIS-II', 'norad_id': [], '...
87[{'payload_id': 'JCSat 18 / Kacific 1', 'norad...
88[{'payload_id': 'CRS-19', 'norad_id': [], 'cap...
89[{'payload_id': 'CCtCap Demo Mission 2', 'nora...
90[{'payload_id': 'SXM-7', 'norad_id': [], 'reus...
91[{'payload_id': 'GPS III SV03 (Columbus)', 'no...
92[{'payload_id': 'CRS-20', 'norad_id': [], 'cap...
93[{'payload_id': 'SAOCOM 1B', 'norad_id': [], '...
94[{'payload_id': 'GPS III SV04', 'norad_id': []...
95[{'payload_id': 'USCV-1 (NASA Crew Flight 1)',...
96[{'payload_id': 'GTO-2', 'norad_id': [], 'reus...
97[{'payload_id': 'Turksat 5A', 'norad_id': [], ...
98[{'payload_id': 'SXM-8', 'norad_id': [], 'reus...
99[{'payload_id': 'CRS-21', 'norad_id': [], 'cap...
100[{'payload_id': 'GPS SV05', 'norad_id': [], 'r...
\n", + "

101 rows × 1 columns

\n", + "
" + ], + "text/plain": [ + " rocket.second_stage.payloads\n", + "0 [{'payload_id': 'FalconSAT-2', 'norad_id': [],...\n", + "1 [{'payload_id': 'DemoSAT', 'norad_id': [], 're...\n", + "2 [{'payload_id': 'Trailblazer', 'norad_id': [],...\n", + "3 [{'payload_id': 'RatSat', 'norad_id': [33393],...\n", + "4 [{'payload_id': 'RazakSAT', 'norad_id': [35578...\n", + ".. ...\n", + "96 [{'payload_id': 'GTO-2', 'norad_id': [], 'reus...\n", + "97 [{'payload_id': 'Turksat 5A', 'norad_id': [], ...\n", + "98 [{'payload_id': 'SXM-8', 'norad_id': [], 'reus...\n", + "99 [{'payload_id': 'CRS-21', 'norad_id': [], 'cap...\n", + "100 [{'payload_id': 'GPS SV05', 'norad_id': [], 'r...\n", + "\n", + "[101 rows x 1 columns]" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/.ipynb_checkpoints/REE Database-checkpoint.ipynb b/your-project/.ipynb_checkpoints/REE Database-checkpoint.ipynb new file mode 100644 index 0000000..c827e2c --- /dev/null +++ b/your-project/.ipynb_checkpoints/REE Database-checkpoint.ipynb @@ -0,0 +1,2565 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Rare earth Datasource" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['OBJECTID', 'ID_No', 'Name', 'Name_Other', 'Components', 'Part_of',\n", + " 'Rec_Type', 'Rec_Note', 'Country', 'State_Prov', 'Latitude',\n", + " 'Longitude', 'Loc_Note', 'Dep_Type', 'Dep_Note', 'Dep_Form', 'Commods',\n", + " 'HREE_Note', 'LREE_Note', 'REE_Ratio', 'REE', 'Status', 'Stat_Note',\n", + " 'REE_Mins', 'Sig_Mins', 'Oth_Mins', 'Age_Mzn', 'Age_Ma', 'Host_Age',\n", + " 'HAge_Ma', 'Host_Lith', 'Host_Unit', 'Assoc_Rock', 'Alteration',\n", + " 'Company', 'Comments', 'Ref_List', 'Discov_Yr', 'Expl_Note',\n", + " 'Mine_Meth', 'P_Status', 'PStat_Note', 'P_Years', 'P_refs', 'P_Note',\n", + " 'RR_Ore_Mt', 'RR_TREO_Mt', 'RR_TREOgrd', 'RR_REE_grd', 'RR_Cutoff',\n", + " 'RR_HM_Mt', 'RR_HM_pct', 'RR_min_Mt', 'RR_min_pct', 'RR_mon_Mt',\n", + " 'RR_mon_pct', 'RR_oth_grd', 'RR_Yr_Est', 'RR_Refs', 'RR_RegCode',\n", + " 'RR_Note', 'Region'],\n", + " dtype='object')" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "ree = pd.read_csv(\"Global_REE_occurrence_database.csv\", sep=';')\n", + "ree.columns\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Clean Data with all columns with more than 2000 NaN" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Byproduct producer',\n", + " 'Byproduct producer(?)',\n", + " 'No Production',\n", + " 'No produciton(?)',\n", + " 'No production',\n", + " 'No production(?)',\n", + " 'Not known',\n", + " 'Past byproduct producer',\n", + " 'Past byproduct producer(?)',\n", + " 'Past producer',\n", + " 'Past producer(?)',\n", + " 'Producer',\n", + " 'Producer(?)'}" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ree_isnull = ree.isnull().sum()\n", + "ree_cols = ree_isnull[ree_isnull > 2000].index\n", + "ree_drop = ree.drop(ree_cols, axis = 1)\n", + "set(ree_drop[\"P_Status\"])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# unify the fillings in column P_Status\n", + "\n", + "ree_drop[\"P_Status\"]= [\"Byproduct producer\" if (ree_drop[\"P_Status\"][i] == 'Byproduct producer(?)') | (ree_drop[\"P_Status\"][i] == 'Byproduct producer') \n", + " else \"No Production\" if (ree_drop[\"P_Status\"][i] == 'No produciton(?)') | (ree_drop[\"P_Status\"][i] == 'No production') | (ree_drop[\"P_Status\"][i] == 'No production(?)')\n", + " else \"Past byproduct producer\" if (ree_drop[\"P_Status\"][i] == 'Past byproduct producer') | (ree_drop[\"P_Status\"][i] == 'Past byproduct producer(?)')\n", + " else 'Past producer' if (ree_drop[\"P_Status\"][i] == 'Past producer') | (ree_drop[\"P_Status\"][i] == 'Past producer(?)')\n", + " else \"Producer\" if (ree_drop[\"P_Status\"][i] == 'Producer') | (ree_drop[\"P_Status\"][i] == 'Producer(?)')\n", + " else \"Not known\" for i in range(len(ree_drop[\"P_Status\"]))]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + 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OBJECTIDID_NoNameName_OtherComponentsPart_ofRec_TypeRec_NoteCountryState_Prov...REEStatusStat_NoteREE_MinsSig_MinsOth_MinsHost_LithRef_ListP_StatusRegion
014190Abenabintrusion or complexNamibiaOtjozondjupa...0.64-2.22% TREEOccurrence(?)NaNNaNclaycarbonatite, clayAvonlea Minerals Ltd. (2011); SNL Metals & Min...No ProductionAfrica
124050Abu KhruqGabal Abu Khruqintrusion or complexEgyptAl Bahr al Ahmar...Occurrenceparisite, bastnäsiteilmenite, apatite, zircon, pyrochlore, fluorit...nepheline, cancrinite, calcite, analcime, natr...moderately to strongly hematized nepheline sye...Abdalla (2006); Woolley (2001)No ProductionAfrica
234052Abu TartarAbu Tartour, Abu Tartor, Abu Tartursiteactive P mineEgyptAl Wadi al Jadid...519–1139 ppm (ave. 879)OccurrenceNaNcarbonate-rich fluorapatite, carbonate-rich ap...calcite, dolomite, quartz, gypsum, glauconite,...phosphorite, mudstone, sandstoneAhmed (2003); Awadalla (2010); British Sulphur...No ProductionAfrica
344126Adiounedjintrusion or complexMaliKidal...Occurrencesynchysitefluorite, titanite, apatite, barite, pyrochlorequartz, calcite, Fe-oxides, cancrinite, sodali...fenite, rodbergite, syenite, carbonatiteLiégeois and others (1991); Sauvage and Savard...No ProductionAfrica
454191Agate Mountainintrusion or complexNamibiaKunene...OccurrencebastnäsitefluoriteNaNbeforsitic carbonatite, breccia, feniteMcManus and Schneider (1994); Woolley (2001)No ProductionAfrica
564135Aghrachaincludes Awhifrite, Lacharyit sectorsintrusion or complexMoroccoOued ed Dahab-Lagouira...ShowingmonazitecarnotiteNaNmagnetite carbonatiteMorocco ONHYM (2015a)No ProductionAfrica
674034Akongointrusion or complexCameroonCentre...Occurrenceflorencite, rhabdophane, zircon, titanite, all...hematite, magnetitekaolinite, halloysite, goethite, microclinelaterite, saprolite, ferricreteBraun and others (1990); Woolley (2001)No ProductionAfrica
784136Al FarnanGleyb Al Farnanintrusion or complexMoroccoOued ed Dahab-Lagouira...OccurrenceNaNiron oxideNaNdolomitic carbonatite, iron oxide brecciaMorocco ONHYM (2011, 2015b)No ProductionAfrica
894144Alto Ligonhaincludes Boa Esperanca, Enluma I, Guilherme, J...district or areapegmatite fieldMozambiqueZambézia...~1.7% monazite in HMDepositeuxenite-(Y), monazite, fergusonite, samarskit...columbite, tantalite, pollucite, tourmaline, b...quartz, feldspar, kaolinite, micaNaNCílek (1989); Eberle and others (2012); Melche...Past producerAfrica
9104086AmbalihaTRE projectsiteMadagascarAntsiranana...Occurrencesynchysite-(Ce), parisite-(Ce), monazite, gaga...pyrochlore, zircon, columbite, baddeleyite, fl...NaNweathered eudialyte granite, granite, skarnEstrade and others (2014); Gilbertson and othe...No ProductionAfrica
10114087Ambatofinandrahanaintrusion or complexMadagascarFianarantsoa...Depositbastnäsite, monaziteNaNNaNnepheline syenite dikesNeary and Highley (1984); Woolley (2001)Past producerAfrica
11124192AmisBrandbergintrusion or complexNamibiaErongo...Occurrenceyttrofluorite, monazite, xenotime, allanite, c...fluorite, U-pyrochlore, zirconarfvedsonite, aegirine, quartz, riebeckite, as...fenitized peralkaline arfvedsonite-aegirine gr...McManus and Schneider (1994); Woolley (2001)No ProductionAfrica
12134088AmpasiibitikaAmbohimirahavavyTRE projectsiteMadagascarAntsiranana...Depositpyrochlore, eudialyte, monazite-(Ce), chevkini...pyrochlore, zircon, columbite, baddeleyite, fl...quartz, feldspar, aegirine, arfvedsonite, amph...eudialyte granite, granite, skarn, syenite, tr...Estrade and others (2014); Gilbertson and othe...No ProductionAfrica
13144127Anezroufintrusion or complexMaliKidal...Occurrencepyrochlore, wöhleriteapatite, titanite, fluorite, zircon, pyritesodalite, cancrinite, aegirine, augite, calcit...nepheline syenite, ijolite, carbonatite, phono...Liégeois and others (1991); Sauvage and Savard...No ProductionAfrica
14154145AngocheCongolone, Marruadistrict or areaMozambiqueNampula...Depositmonaziteilmenite, zircon, rutile, magnetiteNaNbeach sandCílek (1989); Kenmare Resources plc (2013); Ro...Not knownAfrica
15164193Arisintrusion or complexNamibiaKhomas...Showingmonazite, eudialytesphalerite, apophyllite, makatiteNaNphonoliteWoolley (2001)No ProductionAfrica
16174001Atakorintrusion or complexAlgeriaTamanghasset...Showinglåvenite, mosandrite, eudialyte, rosenbuschite(?)NaNfeldspar, nepheline, analcime, haüyne, pyroxen...agpaitic phonoliteWoolley (2001)No ProductionAfrica
17184005Bailundointrusion or complexAngolaHuambo...Occurrencebastnäsite, parisite, synchysite, RE phosphatesmagnetite, apatite, barite, pyrochlore, hollan...calcite, dolomite, ankeritecalcite carbonatite, phoscorite, feniteAlberti and others (1999); Filho and others (1...No ProductionAfrica
18194211Bankeintrusion or complexNigeriaKaduna...Showingallanitehedenbergite, zircon, fluoritefeldspar, quartz, arfvedsoniteignimbriteWoolley (2001)No ProductionAfrica
19204090BefitinaNaNTRE projectsiteMadagascarAntsiranana...DepositNaNbaddeleyiteNaNweathered graniteGilbertson and others (2011); Pittuck (2013)No ProductionAfrica
20214146Beiradistrict or areaMozambiqueSofala...Occurrence(?)monaziteilmenite, rutile, zirconNaNbeach sandCílek (1989)No ProductionAfrica
21224091BeravinaAmbatofotsysiteMadagascarMahajanga...Showingmonazitezircon, magnetite, ilmenite, titanitemicrocline, quartz, pyritemigmatite—hornblende gneiss, rhyoliteAustral Resources Limited (2013)No ProductionAfrica
22234093BezavonaAmpasindava areaintrusion or complexMadagascarAntsiranana...Occurrencerinkite, mosandrite, eudialyteNaNastrophyllite, arfvedsonite, aenigmatite, biotitenepheline syenite, phonolite, nordmarkite, the...Woolley (2001)No ProductionAfrica
23244294BikitaMdaradistrict or areaZimbabweMasvingo...OccurrenceNaNNaNNaNNaNTaylor and others (2005)No ProductionAfrica
24254295BindurasiteZimbabweMashonaland Central...ShowingNaNNaNNaNNaNde Kun (1987)No ProductionAfrica
25264041BingoBinguintrusion or complexDemocratic Republic of the CongoNord-Kivu...OccurrenceNaNmagnetite, apatite, pyrochlore, titanite, andr...calcite, wollastonite, biotite, sodic amphibol...carbonatite, nepheline syenite, feniteWoolley (2001)No ProductionAfrica
26274147Boa EsperançaRibaué pegmatite fieldRibaué pegmatite fieldsitehistoric pegmatite mineMozambiqueNampula...Occurrence(?)samarskite, polycrase-(Y), pyrochlore, monazit...zircon, columbite(?)quartz, microcline, muscoviteNaNCílek (1989); Hains and Mounde (2010)Past producerAfrica
27284130Bofal-LoubboiraWadi Guellouardistrict or area(?)MauritaniaBrakna...OccurrenceNaNNaNNaNlimestone; clay; red sandstonesBoujo and Jiddou (1989); de Kun (1987)No ProductionAfrica
28294006Bongaintrusion or complexAngolaHuíla...Occurrenceparisite, synchysiteapatite, pyrite, barite, pyrochlore, magnetite...garnet, calcite, ankerite-dolomite, biotitecarbonatite, feniteAlberti and others (1999); Coltorti and others...No ProductionAfrica
29304223Booramasite(?)SomaliaAwdal...OccurrencepyrochlorepyrochloreNaNNaNArab Organisation for Mineral Resources (1987)No ProductionAfrica
..................................................................
308431568524LiheiaLi 4NaNEvje-Iveland, Li gruvesiteNaNNorwayNaN...NaNShowingNaNallanite, bastnäsite-(Ce), gadolinite-(Y), ytt...albite, microcline, quartz, microlite, bertran...muscovite, spessartine, topaz, calcite, fluoriteNaNMindat.org (2017); Müller and others (2017); P...No ProductionEurope
308531573079MakabeNaNTsukuba district, Makabe district(?)siteJapanIbaraki...ShowingmonaziteNaNNaNNaNIchimura (1955); Overstreet (1967)No ProductionEast Asia
308631588525Nedre LapplægretNedre LapplegretNaNTysfjord-Hamarøy, Drag pegmatite clustersiteNaNNorwayNaN...NaNShowingNaNallanite-(Ce), yttrofluorite, euxenite-(Y), ba...quartz, K-feldspar, plagioclase, fluorite, phe...calcite, muscovite, biotitegneissic graniteFrigstad (1974); Mindat.org (2017); Müller and...No ProductionEurope
308731598526Nedre ØyvollenNedra EivollenNaNTysfjord-Hamarøy, Drag pegmatite clustersiteNaNNorwayNordland...NaNShowingNaNyttrofluorite, törnebohmite-(Ce), allanite-(Ce...microcline, plagioclase, quartz, fluorite, zir...annite, muscovite, biotitegneissic graniteFrigstad (1974); Finland Geological Survey (20...No ProductionEurope
308831607117NowahatuPurulia districtsiteIndiaWest Bengal...Occurrenceallanite, bastnäsite, chevkiniteberylquartz, feldspar, muscovite, epidoteNaNSinha (1999)No ProductionSouth and Central Asia
308931618527Øvre LapplægeretØvre LapplegeretNaNTysfjord-Hamarøy, Drag pegmatite clustersiteNaNNorwayNordland...NaNShowingNaNyttrofluorite, bastnäsite-(Ce), allanite-(Ce),...microcline, quartz, fluorite, plagioclase, ars...annite, muscovite, biotitegneissic graniteFrigstad (1974); Mindat.org (2017); Müller and...No ProductionEurope
309031621254Red Wineincludes: Pinot Rose, Cabernet, Malbec, Zinfan...NaNintrusion or complexCanadaNewfoundland and Labrador...Occurrenceeudialyte, joaquinite-(Ce), astrophyllite, kar...apatite, aenigmatite, lamprophyllite, ramsayit...microcline, albite, nepheline, arfvedsonite, m...syenite, gneissCastor (1994); Hedrick (2010); Newfoundland an...No ProductionNorth America
309131638528ReinoksskardetNaNNaNTysfjord-Hamarøyintrusion or complexNaNNorwayNordland...NaNDepositNaNallanitezircon, apatite, thorite, uraninitebiotitegranite gneissMüller (2011)No ProductionEurope
309231648529SagåsenNaNSaga 3 (Sagåsen), Saga 2, Saga 1Langesundsfjorddistrict or areaNaNNorwayNaN...NaNShowingNaNancylite-(Ce), britholite-(Ce), bastnäsite-(Ce...dimension stone, leucophanite, pyrochlore, eud...microcline, albite, nepheline, biotite, fluori...larvikiteMüller and others (2017); Sotiriou (2013)No ProductionEurope
309331651507Salmon RiverNaNSalmon Placer North, Salmon Placer SouthNaNdistrict or areaNaNUnited StatesIdaho...NaNShowingNaNmonaziteilmenite, magnetite, chromitequartzNaNCater and others (1973); Long and others (2010...No ProductionNorth America
309431668530SkripelandNaNSkripeland 1, Skripeland 2Evje-Ivelanddistrict or areaNaNNorwayNaN...NaNShowingNaNrhabdophane-(Ce), polycrase-(Y)albite, microcline, tantalite, berylquartz, spessartine, topaz, biotite, muscoviteNaNMindat.org (2017); Müller and others (2017); P...No ProductionEurope
309531678531SlobrekkaFrikstad 7NaNEvje-Iveland, Frikstad groupsiteNaNNorwayNordland...NaNDepositvery small depositgadolinite-(Y), aeschynite-(Y), allanite-(Ce),...albite, microcline, quartz, columbite-(Fe), il...muscovite, biotite, spessartine, topaz, apatiteamphiboliteLund (2016); Mindat.org (2017); Müller and oth...Past producerEurope
309631688532SolåsNaNNaNEvje-IvelandsiteNaNNorwayNordland...NaNShowingNaNyttrotantalite-(Y), allanite-(Ce), monazite-(C...tantalite, beryl, magnetite, fluorite, microli...quartz, albite, microcline, muscovite, biotite...amphiboliteLund (2016); Müller and others (2012); Müller ...No ProductionEurope
309731691553South PlayfairNaNNaNRed WinesiteNaNCanadaNewfoundland and Labrador...NaNShowing(?)NaNNaNNaNNaNperalkaline intrusionDaigle (2012b)No ProductionEurope
309831708533SproNaNNaNNaNsiteNaNNorwayNaN...NaNShowingNaNmonazite, samarskite-(Y), bastnäsite, euxenite...microcline, quartz, albite, beryl, bertrandite...calcite, gypsum, muscovite, quartz, fluorite, ...NaNMindat.org (2017); ProMine (2015); Raade (1965)No ProductionEurope
309931718534SteliNaNNaNEvje-IvelandsiteNaNNorwayNordland...NaNShowingNaNmonazite-(Ce), euxenite-(Y), allanite-(Ce), sa...albite, microcline, quartz, muscovite, columbi...biotitemigmatitic gneissLund (2016); Müller and others (2012); Müller ...No ProductionEurope
310031728535StetindNaNNaNTysfjord-HamarøysiteNaNNorwayNordland...NaNShowingNaNyttrofluorite, allanite-(Ce), allanite-(Y), b...microcline, quartz, fluorite, albite, uraninit...annite, muscovite, hematite, chabazite, muscovitegneissic graniteAaroe(2017); Müller and others (2017); ProMine...No ProductionEurope
310131737303TaybagarTaibogar, Tajbagarsitehistoric U mineKazakhstanAqtöbe oblysy...ShowingNaNNaNNaNclay, bioclastic phosphoriteAbakumov (1995); International Atomic Energy A...No ProductionSouth and Central Asia
310231748536TennvatnNaNNaNTysfjord-HamarøysiteNaNNorwayNordland...NaNShowingNaNchernovite-(Y), hingganite-(Y), xenotime-(Y), ...amazonite, asbecasite, bismutite, cosalite, fl...quartz, albite, microcline, biotite, tourmalin...gneissic graniteMüller (2010); Müller and others (2017); ProMi...No ProductionEurope
310331753352Thap SakaePrachuap Khiri Khan, Amphoe Thap Sakae, Tap SakaeHarn Karnchanamethakul, Wisetnukulkit I, Wiset...district or areaareaThailandPrachuap Khiri Khan...Depositsmall depositmonazite, xenotimecassiterite, zircon, ilmenite, rutile, columbi...garnet, tourmalinealluvial sedimentPungrassami and Sanguansai (1991)Byproduct producerEast Asia
310431768537TiltvikaNaNNaNTysfjord-HamarøysiteNaNNorwayNordland...NaNShowingNaNyttrofluorite, allanite-(Ce), fergusonite-(Y),...microcline, quartz, columbite-(Fe), magnetite,...annite, muscovite, almandine, biotitegneissic graniteMüller and others (2017); Tomašić and others (...No ProductionEurope
310531778538TjeldøyaTjeldøyNaNTysfjord-HamarøysiteNaNNorwayNaN...NaNShowingNaNxenotime-(Y), arsenoflorencite-(Ce)amazonite, beryl, microlitequartz, microcline, muscovite, albitegneissic graniteMindat.org (2017); Müller and others (2017)No ProductionEurope
310631788211TuftaneFrikstad 3Evje-Iveland, Frikstad groupsite(?)NorwayVest-Agder...Occurrencegadolinite-(Y), euxenite-(Y), allanite, aeschy...albite, microcline, thortveitite, bertrandite,...apatite, biotite, quartz, garnet, muscovite, p...pegmatite, amphiboliteLund (2016); Mindat.org (2017); ProMine (2013)Past producerEurope
310731794124TunduluNanthace Hill, Nathace HillNaNintrusion or complexMalawiPhalombe...Depositapatite, bastnäsite, synchysite, parisite, flo...apatite, pyrochlore, anatase, siderite, stront...quartz, calcite, dolomite, aegirine, biotite, ...sideritic carbonatite, apatite carbonatite; ne...Gupta and Krishnamurthy (2005); Malunga and ot...No ProductionAfrica
310831801298Two Tompart of Red Wineintrusion or complex(?)CanadaNewfoundland and Labrador...DepositNaNmonaziteNaNNaNDaigle (2012a); Daigle (2012b)No ProductionNorth America
310931818540Tysfjord-HamarøyNaNHåkonhals, Hellemobotn, Hundholmen, Jennyhauge...NaNdistrict or areaNaNNorwayNordland...NaNShowingNaNallanite-(Ce), fergusonite-(Y), allanite-(Y), ...feldspar, quartz, fluorite, amazonite, gravel,...NaNgneissic graniteMüller and others (2017)No ProductionEurope
311031827156UkmaBihar Mica BeltsiteIndiaJharkhand...Occurrenceallanite, bastnäsiteberyl, magnetitequartz, feldspar, muscovite, epidoteNaNSinha (1999)No ProductionSouth and Central Asia
311131838539UndelandNaNUndeland 1, Undeland 2, Undeland 3, Undeland, ...Evje-Ivelanddistrict or areaNaNNorwayNordland...NaNShowingNaNmicrocline, albite, euxenite-(Y), gadolinite-(...beryl, thortveitite, ilmenite, zircon, titano-...quartz, biotite, muscovite, hematite, schorlNaNMindat.org (2017); ProMine (2015)No ProductionEurope
311231846471Watchem \"A\" StrandSt. Arnaud projectdistrict or areaAustraliaVictoria...OccurrenceNaNrutile, ilmenite, zircon, leucoxeneNaNbeach sandGeoscience Australia (2013); Hoatson and other...No ProductionOceania
311331855430Xitoudistrict or areaChinaGuangdong...Depositmonaziteilmenite, zircon, rutileNaNNaNESCAP and ABMRGG (1988); Hedrick and Templeton...Byproduct producerChina
\n", + "

3114 rows × 30 columns

\n", + "
" + ], + "text/plain": [ + " OBJECTID ID_No Name \\\n", + "0 1 4190 Abenab \n", + "1 2 4050 Abu Khruq \n", + "2 3 4052 Abu Tartar \n", + "3 4 4126 Adiounedj \n", + "4 5 4191 Agate Mountain \n", + "... ... ... ... \n", + "3109 3181 8540 Tysfjord-Hamarøy \n", + "3110 3182 7156 Ukma \n", + "3111 3183 8539 Undeland \n", + "3112 3184 6471 Watchem \"A\" Strand \n", + "3113 3185 5430 Xitou \n", + "\n", + " Name_Other \\\n", + "0 \n", + "1 Gabal Abu Khruq \n", + "2 Abu Tartour, Abu Tartor, Abu Tartur \n", + "3 \n", + "4 \n", + "... ... \n", + "3109 NaN \n", + "3110 \n", + "3111 NaN \n", + "3112 \n", + "3113 \n", + "\n", + " Components Part_of \\\n", + "0 \n", + "1 \n", + "2 \n", + "3 \n", + "4 \n", + "... ... ... \n", + "3109 Håkonhals, Hellemobotn, Hundholmen, Jennyhauge... NaN \n", + "3110 Bihar Mica Belt \n", + "3111 Undeland 1, Undeland 2, Undeland 3, Undeland, ... Evje-Iveland \n", + "3112 St. Arnaud project \n", + "3113 \n", + "\n", + " Rec_Type Rec_Note Country State_Prov ... \\\n", + "0 intrusion or complex Namibia Otjozondjupa ... \n", + "1 intrusion or complex Egypt Al Bahr al Ahmar ... \n", + "2 site active P mine Egypt Al Wadi al Jadid ... \n", + "3 intrusion or complex Mali Kidal ... \n", + "4 intrusion or complex Namibia Kunene ... \n", + "... ... ... ... ... ... \n", + "3109 district or area NaN Norway Nordland ... \n", + "3110 site India Jharkhand ... \n", + "3111 district or area NaN Norway Nordland ... \n", + "3112 district or area Australia Victoria ... \n", + "3113 district or area China Guangdong ... \n", + "\n", + " REE Status Stat_Note \\\n", + "0 0.64-2.22% TREE Occurrence(?) \n", + "1 Occurrence \n", + "2 519–1139 ppm (ave. 879) Occurrence \n", + "3 Occurrence \n", + "4 Occurrence \n", + "... ... ... ... \n", + "3109 NaN Showing NaN \n", + "3110 Occurrence \n", + "3111 NaN Showing NaN \n", + "3112 Occurrence \n", + "3113 Deposit \n", + "\n", + " REE_Mins \\\n", + "0 NaN \n", + "1 parisite, bastnäsite \n", + "2 NaN \n", + "3 synchysite \n", + "4 bastnäsite \n", + "... ... \n", + "3109 allanite-(Ce), fergusonite-(Y), allanite-(Y), ... \n", + "3110 allanite, bastnäsite \n", + "3111 microcline, albite, euxenite-(Y), gadolinite-(... \n", + "3112 NaN \n", + "3113 monazite \n", + "\n", + " Sig_Mins \\\n", + "0 NaN \n", + "1 ilmenite, apatite, zircon, pyrochlore, fluorit... \n", + "2 carbonate-rich fluorapatite, carbonate-rich ap... \n", + "3 fluorite, titanite, apatite, barite, pyrochlore \n", + "4 fluorite \n", + "... ... \n", + "3109 feldspar, quartz, fluorite, amazonite, gravel,... \n", + "3110 beryl, magnetite \n", + "3111 beryl, thortveitite, ilmenite, zircon, titano-... \n", + "3112 rutile, ilmenite, zircon, leucoxene \n", + "3113 ilmenite, zircon, rutile \n", + "\n", + " Oth_Mins \\\n", + "0 clay \n", + "1 nepheline, cancrinite, calcite, analcime, natr... \n", + "2 calcite, dolomite, quartz, gypsum, glauconite,... \n", + "3 quartz, calcite, Fe-oxides, cancrinite, sodali... \n", + "4 NaN \n", + "... ... \n", + "3109 NaN \n", + "3110 quartz, feldspar, muscovite, epidote \n", + "3111 quartz, biotite, muscovite, hematite, schorl \n", + "3112 NaN \n", + "3113 NaN \n", + "\n", + " Host_Lith \\\n", + "0 carbonatite, clay \n", + "1 moderately to strongly hematized nepheline sye... \n", + "2 phosphorite, mudstone, sandstone \n", + "3 fenite, rodbergite, syenite, carbonatite \n", + "4 beforsitic carbonatite, breccia, fenite \n", + "... ... \n", + "3109 gneissic granite \n", + "3110 NaN \n", + "3111 NaN \n", + "3112 beach sand \n", + "3113 NaN \n", + "\n", + " Ref_List P_Status \\\n", + "0 Avonlea Minerals Ltd. (2011); SNL Metals & Min... No Production \n", + "1 Abdalla (2006); Woolley (2001) No Production \n", + "2 Ahmed (2003); Awadalla (2010); British Sulphur... No Production \n", + "3 Liégeois and others (1991); Sauvage and Savard... No Production \n", + "4 McManus and Schneider (1994); Woolley (2001) No Production \n", + "... ... ... \n", + "3109 Müller and others (2017) No Production \n", + "3110 Sinha (1999) No Production \n", + "3111 Mindat.org (2017); ProMine (2015) No Production \n", + "3112 Geoscience Australia (2013); Hoatson and other... No Production \n", + "3113 ESCAP and ABMRGG (1988); Hedrick and Templeton... Byproduct producer \n", + "\n", + " Region \n", + "0 Africa \n", + "1 Africa \n", + "2 Africa \n", + "3 Africa \n", + "4 Africa \n", + "... ... \n", + "3109 Europe \n", + "3110 South and Central Asia \n", + "3111 Europe \n", + "3112 Oceania \n", + "3113 China \n", + "\n", + "[3114 rows x 30 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ree = ree_drop\n", + "ree" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Occurrence per Country" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "No handles with labels found to put in legend.\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "REE = ree.groupby(\"Country\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "REE.Country\n", + "filtered_REE = REE[(REE[\"Country\"] == \"China\") |\n", + " (REE[\"Country\"] == \"United States\") |\n", + " (REE[\"Country\"] == \"Australia\") |\n", + " (REE[\"Country\"] == \"Canada\") |\n", + " (REE[\"Country\"] == \"Brazil\") |\n", + " (REE[\"Country\"] == \"Russian Federation\") |\n", + " (REE[\"Country\"] == \"India\")]\n", + "\n", + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Commods\", data = filtered_REE)\n", + "\n", + "\n", + "ax.set_title(\"Occurrence per Country\",y= 1.1, fontsize=15, weight = \"semibold\")\n", + "ax.set_xlabel(\"Country\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_ylabel(\"Occurrence\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "ax.legend(loc = \"upper right\")\n", + "\n", + "ax.figure.savefig(\"Occurrence per Country.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "sns.set()\n", + "\n", + "\n", + "#filtered_REE.plot.bar()\n", + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Commods\", hue = \"P_Status\", data = filtered_REE)\n", + "\n", + "\n", + "ax.set_title(\"Occurrence per Country\",y= 1.1, fontsize=15, weight = \"semibold\")\n", + "ax.set_xlabel(\"Country\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_ylabel(\"Occurrence\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "ax.legend(loc = \"upper right\")\n", + "\n", + "ax.figure.savefig(\"Occurrence per Country.jpg\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Producer / Mining of REE" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "producer = ree[(ree[\"P_Status\"] == \"Past producer\")\n", + " ]\n", + "producer = producer.groupby(\"Country\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Commods\", data = producer)\n", + "\n", + "ax.set_title(\"Mining in the past per Country\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "\n", + "ax.figure.savefig(\"Mining in the past per Country.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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hv8qIiEjvqnw9gfz8fDRt2lR7TKFQMASIiF5zVQqBrKwsxMXFQaFQ6LseIiISqEqzg1q1aoW7d+/quxYiIhKsSj0BNzc3DBo0CK1atYKR0X+/ZfPmzXorjIiI9K9KIbBmzRqMHz8eb731lr7rISIigaoUArVq1cK//vUvfddCRESCVWlMoGfPnti2bRuys7ORm5ur/UdERK+3KvUENmzYgNLSUixatEh7TKFQ4PLly3orjIiI9K9KIZCcnKzvOoiISAJVXjF8+PDhZ04BcbEYEdHrrUohMH78eDx8+JArhomIapgqhUB2djZ++OEHfddCRESCVXnFcE5Ojr5rISIiwfS6Ynj16tXaHoSzszNmzJiBxMRELF68GCUlJRg0aBCmTp36N8onIqK/Q28rhhMTE3Hy5Ens2bMHCoUCY8eOxb59+7B8+XJs2bIFjRo1wvjx45GQkABnZ+f/+T9ARET/O72tGLayssKsWbNgYmICALC1tUVGRgasra3RrFkzAICnpycOHDjAECAikojeVgzb2dmhY8eOAICMjAz88MMPUCgUsLKy0j5GqVQiKyvrb5RPRER/h95XDKenp2P8+PGYMWMGDA0NkZGRob1Po9H85WsUpKSkAAA6d+78l77v7zp79qzQ9oiIRNDriuGzZ89i0qRJmDNnDjw8PHDmzBmdWUY5OTlQKpV/6TkdHBxgamr6P9Xzd4gOHSKiV6GkpET74bkyVQoBtVqNdevW4fjx4ygvL0evXr0wYcIEnZlCT7tz5w4++eQThIeHw9HREQDQoUMHXLt2DdevX0fTpk2xb98++Pn5/cX/EhERvSpVCoEVK1YgNTUVo0ePhlqtxs6dO7F06VLMnTv3ud+zbt06lJSUYMmSJdpjAQEBWLJkCYKCglBSUgJnZ2e4ubn9/f8FERH9T6oUAidOnEBkZCSMjY0BAH379sWQIUNe+D3BwcEIDg6u9L6YmJi/WCYREelDlWYHaTQabQAAgImJic5tIiJ6PVUpBFq3bo0vvvgCN27cwM2bN/HFF1+gVatW+q6NiIj0rEohMH/+fOTn5yMgIABDhw7FgwcPEBISou/aiIhIz14YAqWlpZg5cyZOnTqFJUuWIDExEe3bt4ehoSHMzc1F1UhERHrywhBYuXIlCgoK0KlTJ+2xRYsWIT8/H6tWrdJ7cUREpF8vDIFjx45hxYoVaNCggfZYw4YNERYWhh9//FHvxRERkX69MASMjY1hZmb2zHFzc3PtxnBERPT6emEIGBgYoKCg4JnjBQUFKC8v11tRREQkxgtDYPDgwQgODkZRUZH2WFFREYKDg+Hq6qr34oiISL9eGAKjR49G3bp10atXLwwbNgz+/v7o1asX6tWrh08++URUjUREpCcv3DbCwMAAixYtwoQJE3Dp0iUYGBigffv2f3nnTyIiqp6qtHdQkyZN0KRJE33XQkREglVpxTAREdVMDAEiIhljCBARyRhDgIhIxhgCREQyxhAgIpIxhgARkYwxBIiIZIwhQEQkYwwBIiIZYwgQEckYQ4CISMYYAkREMsYQICKSMYYAEZGMMQSIiGSMIUBEJGMMASIiGWMIEBHJGEOAiEjGGAJERDLGECAikjGGABGRjDEEiIhkjCFARCRjDAEiIhljCBARyRhDgIhIxvQeAgUFBRg8eDBu3boFAEhMTISnpydcXV0RHh6u7+aJiOgF9BoCFy5cwLvvvouMjAwAwKNHjzBnzhx88803iIuLQ0pKChISEvRZAhERvYBeQyAiIgLz58+HUqkEACQnJ8Pa2hrNmjWDkZERPD09ceDAAX2WQEREL2CkzycPDQ3VuZ2dnQ0rKyvtbaVSiaysrL/0nCkpKQCAzp07//0C/4KzZ88KbY+ISAS9hsDT1Go1FAqF9rZGo9G5XRUODg4wNTV91aW9lOjQISJ6FUpKSrQfnisjdHbQm2++iZycHO3tnJwc7akiIiIST2gIdOjQAdeuXcP169ehUqmwb98+9OnTR2QJRET0BKGng0xNTbFkyRIEBQWhpKQEzs7OcHNzE1kCERE9QUgIHDlyRPu1o6MjYmJiRDRLREQvwRXDREQyxhAgIpIxhgARkYwxBIiIZIwhQEQkYwwBIiIZYwgQEckYQ4CISMYYAkREMsYQICKSMYYAEZGMMQSIiGSMIUBEJGMMgb9JXV5WI9siInkQej2BmsjAyBhnw8YKaavzjP8T0g4RyQd7AkREMsYQICKSMYYAEZGMMQRqgFKBA8Yi2yIi/ePAcA1gYmSM9zdMFtLWxg++FtIOEYnBngARkYwxBIiIZIwhQEQkYwwBIiIZYwgQEckYQ4CISMYYAkREMsYQICKSMYYAEZGMMQSIiGSMIUBEJGMMASIiGWMI0CujKhW3w+jz2iovUwmrQWRbRPrCXUTplTE0MUZc4AdC2nLfvKHS40bGhvhi7m4hNcwJ9RfSDpE+sSdARCRjDAEiIhljCBARyRhDgEgPysvEDZI/ry11ubiB6xe1VV5eLqyO57WlVon7fbyorTKVWlgdVW2LA8NEemBkbIwvZ48X0ta0xWsrPW5gZIgL3xwTUkOHj/s+9z4jIyOsWLFCSB2ffvpppccNDI1xfN8CITX0Gfz8dowNDTBtT4KQOr70ca7S4yTpCcTGxsLd3R2urq7Ytm2bFCUQEREk6AlkZWUhPDwcUVFRMDExQUBAALp3746WLVuKLoWISPaEh0BiYiJ69OgBCwsLAMDAgQNx4MABTJw48YXfp9FoAAClpaXaY/VqG+uv0CeUlJS8+AFmdSWvo65xHclrAACDutL/LMxqi3lZv+xnYVrbXPI6NCYKyWsAADMzM8nrUBjWkrwGAKhjKPZ3UvGeWfEe+jSF5nn36MnatWtRVFSEqVOnAgB27dqF5ORkLFq06IXf9/DhQ6SlpYkokYioxmnVqhXqVvIhTXhPQK1WQ6H4bxJqNBqd289Tp04dtGrVCsbGxlV6PBERPX6PLSsrQ506lZ8tEB4Cb775Jn755Rft7ZycHCiVypd+n4GBQaUpRkREL/ai03HCZwf17NkTp06dwv3791FcXIz4+Hj06dNHdBlERAQJegINGzbE1KlTERgYiLKyMvj7+6N9+/aiyyAiIkgwMExERNUHt40gIpIxhgARkYwxBIiIZIwhQEQkYwwBIiIZ41bSJNxvv/2GoqIiaDQaqFQq3Lp1C/7+vF6vnBUXF2PVqlX4+eefoVKp0L17d0yZMgW1a9eWurQaTxZTRHNzc1FcXKzzpuPo6Ch1WcJlZmZi69atyMvL09lMavHixcJqCA4OxpkzZ5CXl4cWLVogNTUVnTp1wrp164TVUF1kZGRg69at2kBUq9W4deuWLLdXnz17NmrVqoVhw4YBACIiIvDw4UMsW7ZMeC3JycmyWrtU43sCK1euxKZNm1BeXg4LCwtkZ2fDwcEBu3btElbDgQMHsHbtWuTn5wP4735Jhw8fFlYDAEyZMgVdunRBly5dJNt/KTExEQcPHsSiRYsQGBiI4uJiLFmyRFj7s2fPfuH9IgNx2rRp6Nu3L86ePQsfHx8cOnQIdnZ2wtpv3bo1FApFpbtLKhQKXL58WVgtly5dQkxMjPb2vHnz4O7uLqz9Jy1btgy5ubnw8vKCl5cXrKyshLUtxeuzxodAdHQ0EhISEBoaio8++ghXr17F999/L7SGpUuXIiwsDI0bNxba7tPKy8sxc+ZMSWtQKpUwNjaGra0trly5Ag8PDzx8+FBY+926dQMAHD16FIWFhRgyZAiMjIwQFxcnfG+qsrIyTJo0CeXl5Wjbti2GDRsGPz8/Ye2npqYKa+tlNBoN8vPzUa9ePQBAfn4+DA0NJally5YtyMzMxN69ezFmzBg0btwYPj4+6N+/P4yN9bt9vRSvzxofAkqlEubm5rCzs0NqaipcXV2FXequwltvvYXOnTvDwEDacfjOnTvjyJEj6N27N0xMTCSpoWHDhli7di0cHR21Xf0nrxGhbz4+PgCA77//Hjt37tT+TgYNGqQ9FSFKrVq1UFpaiubNm+PSpUvo0qWL0PZ37tyJ4cOHY/Xq1ZXe/7JrfLxK77//Pvz9/dGvXz9oNBocPXoU48aNE9b+05o0aQJvb28YGRlhx44d2LJlC8LDw/HZZ5/hnXfe0Vu7Urw+a3wImJubIzo6Gu3atcPWrVuhVCrx6NEjoTWMGTMGgYGB6Nq1q86nG5F/ZMDj01Jbt27VOSa62x8aGoqEhAS0b98erq6u2LdvHxYsWCCs/QoPHz5Ebm4uLC0tAQB3795FUVGR0BqGDBmCCRMmYPny5Rg+fDhOnDiBhg0bCmu/Og0H+vn54e2330ZSUhLUajVWrVoFe3t7SWrZtWsX9u7di5ycHHh7e+P777/Hm2++iaysLPj4+Og1BCqIfH3W+IHhrKws7N+/H2PGjMGSJUuQmJiI8ePHw8PDQ1gNAQEBsLGxQZMmTXSOiw4BKeXk5MDKygq3b9+u9H7Rp8qio6OxfPlydOrUCRqNBufPn0dwcDAGDhwotI6CggKYm5vjzz//xMWLF9G7d2/UqiXmClgV4uPj4erqqnNs06ZNGD16tLAaoqOjnzlmZmaGFi1aoFWrVsLqAIAZM2bAz88P3bt3f+a+gwcPCnmNiHx91vgQqA78/PwQGRkpdRkoLi7G6tWrcerUKahUKvTo0QOTJ08WMg1v/PjxWLt2Lfr16/fMYKQUg+QAkJ2djV9//RUKhQKdO3dGgwYNhLafn5+P2NhY5Obm6vw8RH84aNu2Lfr27Ytly5ZpLzzi4+ODPXv2CKshKCgIv/32G9555x1oNBocO3YMSqUSRUVF8PT0xPvvvy+sFqB6TGMW9fqs8SEQFRWFpUuXamfmVBB5CuTLL7+EUqmEk5OTzsCS6E+/1WkantSqwxvwBx98gLp168LOzk5ntpboEPD29oa3tzd2796NVatWwcbGBt7e3pV+OteXgIAAfPfdd9qB4YKCAkyYMAEbN26Er6+vzswhfasO05hFvj5r/JjAN998gy1btgjvUj5p3759AID169drj0nx6VfKaXjVaWomAEyePLnSN2CR7t69iw0bNkjS9pMUCgXef/992NnZ4cMPP0RwcLDeZ8E87cGDBzqXPzQ1NUVeXh6MjIyE/36knsYMiH191vgQUCqVkgYAABw5ckTS9itIOQ2vYupbdVEd3oDbtGmD1NRUtG7dWtI6Kj5p9urVC+vXr8fEiRNx584doTW4urpi9OjRGDRoENRqNeLj49G/f39ER0cLnacPSD+NGRD7+qzxIdCuXTtMmjQJvXr1gqmpqfa4t7e3sBqqy8pQKafhVUx9AypfwS1adXgDTk9Ph4+PDxo0aABTU1PJFhHOnz9f+3Xz5s2xY8cO4a/NTz/9FEePHsVPP/0EQ0NDjB07Fs7Ozjh//rzwKd1ST2MGxL4+a/yYwPNOQ4g8/eDr64u+ffvi6NGj2pWhtra2kkyNTEtL007D69atm/BpeKtWrcLGjRtRXl6O+vXrIysrS/gKbuBxKKWmpkr6BpyZmVnp8adnkenb/fv3ERMTg8LCQp0PKWFhYULrSE9Pf2ZLk65duwqtAXg8HpGQkAAPDw9s2bIFiYmJGD16NHr06CGsBpGvzxrfExB9rrkyUq8MPXr0KFxcXLQDfRXnXi9fvozLly8L7RXt2bNH8hXcAJ67QEqEit9HUlJSpfeLDoEpU6agUaNGOH/+PAYMGIBjx47h7bffFlrDwoULcfToUTRr1kx7TKFQYPPmzULrAIDw8HD07dsXpaWlGDVqFEaNGiW8BpGvzxobAk9PSXyayE98Uq8MvXjxIlxcXHD69OlK7xcZAtVhBTcAWFlZISEhAYWFhQCgPS01efJkvbddnX4fwOOpiJs3b8bSpUvh6uqKsWPHCl0jAAA//fQTDhw4ADMzM6HtVqZTp07Yv38/Fi5cCHt7e7i4uMDZ2Vno2ITI12eNDYFFixYBeLwPiNSkXhk6adIkAMDgwYPRq1cvnfvi4+OF1QFUjxXcwOPN2/Ly8nDjxg106dIFp0+fRqdOnYS0XZ1+HwDwxhtvAABsbGyQmpqKDh06CK+hWbNm1WYFs4eHBzw8PFBeXo7du3dj5cqVCAkJETqtXOTrs8aPCRT4sm4AACAASURBVJSVlSExMREPHjzQOS7605aUK0Pj4uJQWlqKlStXat+AgMcbyq1duxaHDh0SUgdQPVZwA8A777yD+Ph4hIaGws/PD+bm5pgyZYqQRX3V6fcBPD79ce3aNcycORNjxoxB9+7dkZqaioiICGE1TJs2DefPn8c///lPnX2tpDid+3//939ISkpCeno62rRpg+7du6NHjx5CZxmKfH3W2J5AhcmTJyMnJwe2trY6p4VEhkBlCz+uXLkibFFQYWEhzp07h8LCQp1TEIaGhpg6daqQGip89dVX2j/sWbNmCW37SQ0aNIBCoYCNjQ2uXLkCb29vlJWVCWm7Ov0+AGD06NEoKChAkyZN8OWXXyIpKQmffPKJ0BqcnJzg5OQktM3n+fHHH3Hnzh14enqiR48e6Ny5s/CtPES+Pmt8T8DNzQ0HDhyQtIbqsjL01KlTkl9Mx8/PD5s3b9ZZGCSFkJAQmJiY4N1338Vnn30Gd3d3xMbGIjY2VlgN1eH3ATzeofKHH36QugykpaXhzJkzKC8vR/fu3dGmTRvJaikqKkJSUhLOnDmDo0ePol69etixY4ew9kW+Pmt8T+Ctt97C7du3Jd3LvzosTAIeD1B/9NFHOusVbt++LXQxm4GBAVxcXGBjY6OzbkP0LJAFCxbg119/RcuWLTFp0iQkJiYKH6B+4403MGnSpGemRYr+WbRu3RrR0dFo3769zsCsyL+Z6OhorF69GgMGDIBarcbEiRPx0UcfSXLZ0YoASExMxOnTp1GvXj306dNHaA0iX581ticwatQoKBQK3L9/H3fu3EHr1q11VseK/EObMWMGxowZI/nKUHd3d3z44YfYs2cPRo0ahfj4eDRo0ABz5swRVsOZM2cqPS5qRfHzpmVWEDkv3dPTE8OHD3+mhyh6dXW/fv0A4JlZdCJn0Hl5eWHjxo2oX78+gMdrFwIDA7VbrojUs2dPODo6wsnJCX369NFu5yyCFK/PGtsTCAoKQl5eHsrLy7W772k0Gty7dw//+Mc/hNZSXVaGmpiYwM/PD5mZmahXrx7CwsLg6ekptIaDBw8iJCRE59jMmTOFvfGtXLnyufeJnpduZmaGkSNHCmuvMn/88Qd27NgBpVKJ7777DufOnUO7du0wduxYoXWo1WptAACApaWlZHs6tWzZUpJpy4A0r88aGwLm5uaYNm0avvjiC+0bTHh4OKKiovCf//xHaC1SLkx6kqmpKXJzc2FjY4MLFy7A0dERKpVKSNtz587FzZs3kZKSgvT0dO3x8vJyofuyVIcpwxV69+6NLVu2oHfv3jqnxkSdhtm8eTPWr18PQ0NDdOvWDdeuXYO7uzvOnDmD+fPnC10xbG9vj9DQUO3pn927d0vWc1apVLhz5w4aNWokvO2nX58FBQVQq9Xa/b70ocaeDho9ejQ+/vjjZy4MceLECaxbtw4bN24UVktQUBBWrVr1TH2bNm0SVgPw+MpiO3fuxKpVqzB06FAYGBigdevWQj713Lp1C5mZmQgNDUVwcLD2uKGhIWxtbWFhYaH3GoDHA26LFi3Sni58msieQMVpmCeJ7CF6eHhg165dKC4uxoABA3Dy5EnUqVMHKpUK3t7eQgfJHz16hFWrVuHnn3+GRqNB9+7d8cknn8Dc3FxYDRXc3Nxw/fp1SXvuN2/exNSpU3Hz5k1oNBo0btwYX331FZo3b/7K26qxPYH8/PxKrwzk5OSE5cuXC6lh4sSJuHz5MrKzs9G/f3/tcZVKhTfffFNIDU8yMzPD+vXroVAoEBkZiYyMDGGftpo2bYqmTZsiJiYG2dnZUCqV+OWXX5Camop27doJqQEAhg8fDuBxMEtN6t1ljYyMULt2bdSuXRvNmjXTztgyNDSEkZHYtwYTExNMnz4dAHDv3j3hF/h5ksjrBjzPvHnzMHbsWLi5uQF4vLYkJCRELz1Zaa98rkfl5eVQq9XPHFer1cLmgy9ZsgSbNm1C7969sXnzZu2/nTt3PnOtXxGWLVum/fRbu3ZttG3bVnsha1Hmz5+Pr776Cr///js+/fRTXLp0SadnoG8ODg4AHg++mpubw8DAAAqFAmq1Gjdu3BBWBwDk5eUhODgYgYGByM3NxezZs5+5+JE+Pfm7F7Wl+NMePHiAkSNH6kzjXrBgAUaMGIHc3FxJamrcuDESEhKwdOlShIaG4vDhw8JPDT148EAbAMDjSR36+nnU2J5A165dsXr1ap0VmcDji8xUvBHom7m5OczNzfHtt9/i7NmzSEtLg5+fHy5cuCB024gKzZo1w+zZs9GhQwedqYAiF85dvHgRkZGRWL16Nfz9/REUFCR0M70Kz7t6lMgpiSEhIejVqxeSk5NRu3ZtKJVKfPbZZ/juu++EtJ+RkYHAwMBnvtZoNLh+/bqQGkJDQ+Hk5KTzhrdy5UqsWbMGX3zxhfCdTAEgLCwM169fh5+fHzQaDaKionDz5k3MnTtXWA0mJia4dOmStpeckpKitwVrNTYEpk2bhnHjxiE6OhqtW7eGqakpfvvtN1haWuLbb78VWsumTZvw448/Ijs7G25ubpg3bx78/f3x4YcfCq2jYvbFhQsXdI6LDAGVSgW1Wo3Dhw9j4cKFKC4uRnFxsbD2K1SHq0fdunULw4cPx/bt22FiYoKpU6diyJAhwtpfu3atsLaeJy0t7ZnTswqFAhMnTsTgwYMlqemnn35CdHS0tqfUt29f4bPo5s6di6CgIFhYWECj0SAvLw/h4eF6aavGhoC5uTm2bduGn3/+GZcvX4aBgQFGjBghfAdP4PH2yRERERg2bBjq16+P3bt3Y+jQocJDoGK7hry8PO2mYaJ5e3ujd+/e6NSpEzp06AB3d3fteXqRqsPVowwNDfHw4UPtKbqMjAyhp+eqw9XeXjQNVPSpygoqlQrl5eXaPYxUKpWw02VZWVkICwtDeno6HB0d4ePjg7p168LGxkZnT6VXqcaGAPD4Bebo6Cj50nwDAwOdX6Cpqakk52BTU1MxZcoUPHr0CDt37sTIkSPx1VdfCR2Y/eCDDzB69GjtH/jWrVuFLsapUB2uHhUUFIRRo0bhzp07+Pjjj3H+/Hl88cUXQmuQWsX5d2dnZ53jx48fl+R1ATxexBcYGKjd1HD//v3CNjicM2cOWrVqBU9PTxw8eBCRkZF630Svxk4RrU6WLFkChUKBI0eOYPr06di5cyeaN28u9BwjAIwYMQKff/45Pv30U0RHR+Onn35CeHg4du/eLayG6jA1E6geV48CHq+MTU5OhkqlQocOHYQvZJTa1atXMXr0aDg6OqJt27YwNTXFxYsXcfz4cfznP/8Run/Q7du3tV8nJCToTFd1cXERsn5j8ODB2lXSZWVl8Pb2xv79+/XaJkNAALVajYiICCQmJkKtVqNHjx4ICAgQPg3P19cXUVFR8Pb21l5lbMiQIYiJiRFWw5PbRpSXl+Pw4cOoV6+ekIu5PK2oqOiZfXtE7pfz9CJChUIBMzMz2Nraom/fvsLqkFp2dja2b9+Oy5cvQ6FQwMHBAcOHDxceiBUXoHr6LfHu3bsoKysTcj0BHx8f7NmzR3v7yb9VfanRp4OklpOTAysrK/z555/o06ePziZU2dnZwje1s7CwQGpqqvaTeExMjPCxgafPQ/fs2RNDhw4VHgKrV6/GunXrUL9+fe0fvugFQTdu3MD169e1pxri4+Nhbm6Os2fP4syZM5gxY4awWqSkVCol+RDwtKfXbRQWFmLp0qU4efKk9iJVoonYOoM9AT168hKXFaR6wwEev+nMnDkTFy9ehJmZGaytrbFs2TK0aNFCWA1Pdrk1Gg3S09MRGhoq/EIq/fr1Q2RkpM5+NaINHToU27Zt044XVVzTdufOncJ7aKTr1KlTCA4ORq9evTBjxgxhK5cdHBx0po9nZWWhYcOGvND86+r8+fOYMmUKFi5ciN69e0u2IVaFt956C9u3b0dRURHUarUkS/Kf3DDNwMAA9evXx5gxY4TXoVQqUbduXeHtPik/P19nFkpZWRmKiooAoNpcalFuioqKsGTJEu2n/6cv/6lvBw8eFNoewJ6AXhUXFyM+Ph4xMTG4du0avLy84Ofnh6ZNmwqt43mDsRVED8oCj9/wDh06hO3btyMlJQW//vqrkHYrzsMnJyfj3r176NOnj85MLZEX+tm8eTO2b9+Ovn37QqPRICEhASNHjkRZWRkuXrwo2U6WUikqKsKNGzdgb2+P4uJi1K5dW2j7T376nzlzpuQXPhKFISBIVlYW9u3bh5iYGFhYWMDf31/YApSKwdiIiAiYmZnB29sbRkZG2LdvH0pKSoSe77x58yYiIiIQFRWFvLw8TJgwAe+9956w6YD9+vWDr6/vc+8XGQL3799HTk4OTp06BQMDAzg6OsLOzg4ZGRlo3Lix3uaFV0enTp3CvHnzoFKpsHPnTgwePBgrVqxA7969hdXQunVrGBkZQalU6nxokur0rTAaEurOnTuaefPmadq1aye8bV9f32eO+fj4CGk7Pj5eM2bMGE337t01wcHBmpMnT2pcXFyEtP0kLy8v4W0+j5ubm9QlVBv+/v6a7Oxs7e8nPT1d4+npKbSGW7duvfBfTcUxAQHy8/Nx4MABxMbG4u7du/D29pbkU0VJSQmuXbsGGxsbAI8vdl9eXi6k7aCgIAwaNAg7d+6EtbU1ADEzH54m9bjMk6rDZR2rC7VaDSsrK+3tli1bCq+hSZMmwtusDhgCehQXF4eYmBj8+uuv6N+/PyZPnizJthUVZs2ahVGjRmlnG9y7d0/YeeeYmBhERUXhvffeQ5MmTeDh4SHsgjZPSk9P19nWu4JGgi7/hQsXtPs4VYRTaWkpTpw4IayG6uLNN9/E0aNHoVAokJ+fj23btskyDKXAMQE9eu+99+Dn54dBgwYJH+R6ntLSUqSlpUGhUMDe3l74grXy8nIcO3YMUVFROH78OHr27IkRI0Y8s22Avnh4eLxwl04pPg0+OUh+8eJFnD9/XngNUrt37x5CQ0N1FlQGBwdDqVRKXVqNxxCQkby8PCxbtgw3btzAypUrsXTpUsyaNUuyzeTu37+P6OhoREdHC5sTL2IFZlVJPUhOBNTgi8rQs0JCQvD2228jNzdXu399xdWcpGBpaYkxY8YIXRTVqVMnYW09z6FDh/Dhhx9i6NChyM3NRVhYGJRKJSZOnCjbADh27BiGDh2KAQMGoH///tp/pH8cE5ARqfevrw7mzZsndQnVZpC8OgkNDcXcuXPRsmVL2f8sRGMIyIjU+9fTY9VlkLw6qVu3rqw2zatOOCYgIydOnMCKFStw584ddO7cWbt/Pf/4pCH1IHl1kJSUBADYtWsX6tWrh/79++tMVujatatUpckGQ0Bm5L5/fXUlxSB5dTBq1Kjn3qdQKCTZ0kRuGAIyMGfOHO0VqzIyMtC8eXNpCyJ6Snp6Ouzs7HSOnT9/Hh07dpSoIvngCWEZePJiGFOnTpWwEiJdZ8+eRVJSEiZOnIhffvkFSUlJSEpKwqlTpzBz5kypy5MFDgzLwJOdPXb8qDpJTEzEmTNnkJ2dja+//lp73MjICMOHD5ewMvlgCMjAk1PuOP2OqpOgoCAAQHR0NLy9vSWuRp44JiADvXv3RkBAAABgx44d2q8riNw+mYiqF44JyMCTb/pPBwARyRt7AkQkmWXLlmH69Ok4fvw4+vTpI3U5ssQxASKSTGxsLHr16oXQ0FDUrl37mYkLXCymf+wJEJFkIiIisH//fiQnJ8PBwUHnPi4WE4MhQESSW7NmDT755BOpy5AlhoCMnDhxAuHh4cjPz4dGo6n5F9Cm10ZRURHWrFmDU6dOQaVSoUePHpg8eXK1uRhTTcYQkJGBAwdi1qxZsLOz01kvINdrq1L1MXv2bNSqVQvDhg0D8Pg00cOHD7Fs2TKJK6v5ODAsI/Xr14eLi4vUZRA949KlSzob582bNw/u7u4SViQfDAEZ6dy5MxYvXgwnJyeYmppqj3MGBklNo9EgPz8f9erVAwDk5+fD0NBQ4qrkgSEgI8nJyQCA3377TXuMMzCoOnj//fcxdOhQbU/1yJEjGDdunMRVyQPHBIioWkhLS0NSUhLUajW6desGe3t7qUuSBYaAjJw/fx5r165FUVERNBoN1Go1bt++jSNHjkhdGhFJhHsHycicOXMwYMAAqFQqjBgxAg0bNsSAAQOkLouIJMQxARkxMTGBn58fMjMzUa9ePYSFhcHT01PqsohIQuwJyIipqSlyc3NhY2ODCxcuwNDQECqVSuqyiHDlyhXtVe/++OMPjBgxAlevXpW4KnlgCMjI+++/j6lTp8LFxQV79+6Fh4fHM/u1EEkhJCREe1EZW1tbfPzxx5g7d67EVckDB4ZlpmKriKKiImRkZKBNmza82hhJztPTE7GxsTrHvL29ER0dLVFF8sExARlYtWoVgoKCMHv27ErvX7x4seCKiHRZWlpi+/btGDJkCAAgLi4ODRo0kLgqeWAIyEC7du0AAN26dZO4EqLKLV68GAsXLkRYWBiMjY3RtWtXhIaGSl2WLPB0kMxkZ2dDqVTil19+wZUrV+Dn5wczMzOpyyIiiTAEZGT+/PkoKyvDmDFj8OGHH6JXr14oLS3F8uXLpS6NZGr8+PFYu3Yt+vXrV+nYFLc51z+GgIz4+voiMjISq1evBgAEBQXBz88PkZGREldGclXRM83MzKz0fm5zrn8cE5ARlUoFtVqNw4cPY+HChSguLkZxcbHUZZGMJSYmvvB+hoD+MQRkxNvbG71790anTp3QoUMHuLu7Y/jw4VKXRTJ2+vTpF95fsXaA9Ieng2RGrVbDwODxGsEHDx6gfv36EldE9F8FBQUwMjLiZAWBuGJYRo4ePYoVK1agsLAQgwYNgpubG6KioqQuiwhpaWnw8fFB//794ezsjHfffRc3b96UuixZYAjIyOrVq+Hp6Ym4uDi0b98eR44cwdatW6Uuiwjz5s3DlClTcPr0aZw+fRpjxox57uJGerUYAjLTunVrHDt2DP369UOdOnVQVlYmdUlEKCkpgbOzs/b2O++8g4KCAgkrkg+GgIz84x//wKJFi5CSkgInJycsWbIEjRs3lroskrHbt2/j9u3baN26Nb777jvcv38feXl52Lp1K7p06SJ1ebLAgWEZKSgowI8//oh//vOfsLa2xrZt2+Dt7Y06depIXRrJVMUiscrehhQKBReLCcAQkJHn7cjIaXhE8sV1AjLy5JzssrIynD17Fl26dGEIkOS4w610GAIy8vQfVG5urvZqTkRSenKH2/Lychw+fBgtWrSQsCL5YAjIWO3atZ+7ZwuRSD4+Pjq3/f398e6770pUjbwwBGRk1KhR2p0aNRoNbt26hT59+khcFdGz/vjjD2RnZ0tdhiwwBGQkKChI+7VCoUD9+vXRsmVLCSsieqx169Y6s4QsLS0xbdo0iauSB84OkomrV6+iTp06aNiwofbYvXv38PXXX+Pzzz+XsDIikhIXi8nAqlWr4OfnBzc3N+3WvevWrcM777zDMQGqFvLz8xEaGgpPT0/4+PggPDwcjx49krosWWBPQAb69++P7du3Izs7GytXroRarUZWVhZmzJgBJycnqcsjwvjx49GiRQt4e3tDo9EgMjIS9+/fx4oVK6QurcbjmIAM1KlTB0qlEkqlEsnJyfD29sbatWthaGgodWlEAIDMzEysXbtWe3vu3LkYPHiwhBXJB08HyUDF9QMAoH79+pg1axYDgKqVli1b4pdfftHeTk1NhbW1tYQVyQd7AjLw5AW8ebEOqo6uXr2KkSNHwsbGBoaGhrh27RreeOMN7d5C3ENIfzgmIAMODg7aWUFZWVnarzUaDf/AqFp42QQFXmtYfxgCMsA/MHodxMbG4vfff8eECRNw8OBB7mklCEOAiCS3fPly/Pnnn7h06RJ27dqFjz76CO3atcOsWbOkLq3G48AwEUnu5MmTWLZsGUxNTWFubo4NGzbg+PHjUpclCwwBIpJcxQy2ikkMpaWlOrPaSH84O4iIJOfm5oYpU6YgLy8PGzduRExMDDw8PKQuSxY4JkBE1cKJEyeQmJgItVqNHj16wMXFReqSZIEhQESS4uaG0uJJNyKSDDc3lB57AkQkGW5uKD0ODBORZLi5ofQYAkQkmco2NySxOCZARJLh5obS45gAEUmGmxtKjyFARJLh5obSYwgQEckYxwSIiGSMIUBEJGMMASKSXFZWFpYtWwYAuHnzJmbMmIG7d+9KXJU8MASISHKfffYZmjVrBgBo2LAhunTpghkzZkhclTwwBIhIcnl5eQgICAAAmJiYYNiwYXjw4IHEVckDQ4CIJGdmZoaEhATt7cTERNSqVUvCiuSDU0SJSHKXL1/G9OnTkZOTAwBo1KgRwsLC0KpVK4krq/kYAkRUbTx48ADGxsYwNzeXuhTZ4AZyRCSZkJAQLFq0CKNGjdLZR6jC5s2bJahKXhgCRCSZ4cOHAwCCgoIkrkS+GAJEJBkHBwcAwMGDBxESEqJz38yZM9GtWzcpypIVhgARSWbu3Lm4efMmUlJSkJ6erj2uUqmQn58vYWXywYFhIpLMrVu3kJmZidDQUAQHB2uPGxoawtbWFhYWFhJWJw8MASKqFnJzc1FcXAyNRgOVSoVbt27B0dFR6rJqPJ4OIiLJrVq1Chs3bkR5eTksLCyQnZ0NBwcH7Nq1S+rSajyuGCYiye3ZswcJCQlwd3fHli1b8O2336J+/fpSlyULDAEikpxSqYS5uTns7OyQmpqKvn374s6dO1KXJQs8HUREkjM3N0d0dDTatWuHrVu3QqlU4tGjR1KXJQvsCRCR5EJDQ3H//n10794dTZo0wbx58zBlyhSpy5IFzg4iIsnNnj0bixcvlroMWWJPgIgkl5aWhsLCQqn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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "producer = ree[(ree[\"P_Status\"] == \"Producer\")\n", + " ]\n", + "producer = producer.groupby(\"Country\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Commods\", data = producer)\n", + "\n", + "ax.set_title(\"Mining per Country\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "\n", + "ax.figure.savefig(\"Mining per Country.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Africa',\n", + " 'Antarctica',\n", + " 'China',\n", + " 'East Asia',\n", + " 'Europe',\n", + " 'Middle East',\n", + " 'North America',\n", + " 'Oceania',\n", + " 'Russian Federation',\n", + " 'South America',\n", + " 'South and Central Asia'}" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "set(ree[\"Region\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
RegionCommods
10South and Central Asia532
7Oceania504
6North America423
4Europe383
3East Asia358
9South America253
0Africa235
2China214
8Russian Federation147
5Middle East63
1Antarctica2
\n", + "
" + ], + "text/plain": [ + " Region Commods\n", + "10 South and Central Asia 532\n", + "7 Oceania 504\n", + "6 North America 423\n", + "4 Europe 383\n", + "3 East Asia 358\n", + "9 South America 253\n", + "0 Africa 235\n", + "2 China 214\n", + "8 Russian Federation 147\n", + "5 Middle East 63\n", + "1 Antarctica 2" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "REE = ree.groupby(\"Region\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "REE" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Import Square per Country" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "country_sq = pd.read_csv(\"landsquare.csv\", sep = ';\"|\"\";\"\"|\"\"', engine='python')" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "country_sq['\"Country Name'] = [country_sq['\"Country Name'][i].replace('\"','') for i in range(len(country_sq['\"Country Name']))]\n", + "country_sq['\"Country Code'] = [country_sq['\"Country Code'][i].replace('\"','') for i in range(len(country_sq['\"Country Name']))]\n", + "country_sq = country_sq.rename(columns = {'\"Country Name':\"Country\",'\"Country Code': \"iso_a3\", \"2018\":\"square 2018\"})\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "country_sq_2018 = country_sq[[\"Country\",\"iso_a3\",\"square 2018\"]]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountryCommods
6Australia466
17Canada254
19China214
13Brazil173
45Kazakhstan161
101United States153
74Russian Federation148
37India105
86Sweden88
57Mongolia81
103Uzbekistan78
47Kyrgyzstan70
67Norway59
53Malaysia58
90Tajikistan56
38Indonesia52
105Vietnam49
26Finland47
60Mozambique46
4Argentina39
63New Zealand38
84Sri Lanka35
92Thailand34
33Greenland34
82South Korea29
32Greece23
8Bangladesh22
95Turkey21
81South Africa20
44Japan17
.........
15Cabo Verde2
16Cameroon2
99United Arab Emirates2
64Niger2
96Turkmenistan2
21Colombia2
1Algeria2
68Paraguay2
87Switzerland2
50Libya2
77Serbia2
40Iraq2
80Somalia2
85Suriname1
20China1
49Liberia1
11Bosnia and Herzegovina1
76Senegal1
78Sierra Leone1
18Chile1
41Ireland1
88Syria1
58Montenegro1
94Tunisia1
93Togo1
24Denmark1
28French Guiana1
35Guyana1
31Ghana1
29Gabon1
\n", + "

108 rows × 2 columns

\n", + "
" + ], + "text/plain": [ + " Country Commods\n", + "6 Australia 466\n", + "17 Canada 254\n", + "19 China 214\n", + "13 Brazil 173\n", + "45 Kazakhstan 161\n", + ".. ... ...\n", + "24 Denmark 1\n", + "28 French Guiana 1\n", + "35 Guyana 1\n", + "31 Ghana 1\n", + "29 Gabon 1\n", + "\n", + "[108 rows x 2 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "REE = ree.groupby(\"Country\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "REE.to_csv(r\"C:\\Users\\linda\\Ironhack\\Projects\\Project-Week-4\\your-project\\ree_per_country.csv\")\n", + "REE" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "ds = pd.merge(REE,country_sq_2018, on=\"Country\")\n", + "ds[\"ratio\"]= ds[\"Commods\"]/ds[\"square 2018\"]*1000000\n", + "ds.sort_values(by = \"ratio\", ascending = False)\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/190913_Space_Presentation.pdf b/your-project/190913_Space_Presentation.pdf new file mode 100644 index 0000000..8ef13ca Binary files /dev/null and b/your-project/190913_Space_Presentation.pdf differ diff --git a/your-project/190913_Space_Report.pdf b/your-project/190913_Space_Report.pdf new file mode 100644 index 0000000..01e05b5 Binary files /dev/null and b/your-project/190913_Space_Report.pdf differ diff --git a/your-project/Budget_per_Country.jpg b/your-project/Budget_per_Country.jpg new file mode 100644 index 0000000..649bff0 Binary files /dev/null and b/your-project/Budget_per_Country.jpg differ diff --git a/your-project/Commods_vs_Budget.jpg b/your-project/Commods_vs_Budget.jpg new file mode 100644 index 0000000..2e0fce9 Binary files /dev/null and b/your-project/Commods_vs_Budget.jpg differ diff --git a/your-project/Global_REE_occurrence_database.csv b/your-project/Global_REE_occurrence_database.csv new file mode 100644 index 0000000..c73d23e --- /dev/null +++ b/your-project/Global_REE_occurrence_database.csv @@ -0,0 +1,3116 @@ +OBJECTID;ID_No;Name;Name_Other;Components;Part_of;Rec_Type;Rec_Note;Country;State_Prov;Latitude;Longitude;Loc_Note;Dep_Type;Dep_Note;Dep_Form;Commods;HREE_Note;LREE_Note;REE_Ratio;REE;Status;Stat_Note;REE_Mins;Sig_Mins;Oth_Mins;Age_Mzn;Age_Ma;Host_Age;HAge_Ma;Host_Lith;Host_Unit;Assoc_Rock;Alteration;Company;Comments;Ref_List;Discov_Yr;Expl_Note;Mine_Meth;P_Status;PStat_Note;P_Years;P_refs;P_Note;RR_Ore_Mt;RR_TREO_Mt;RR_TREOgrd;RR_REE_grd;RR_Cutoff;RR_HM_Mt;RR_HM_pct;RR_min_Mt;RR_min_pct;RR_mon_Mt;RR_mon_pct;RR_oth_grd;RR_Yr_Est;RR_Refs;RR_RegCode;RR_Note;Region +1;4190;Abenab; ; ; ;intrusion or complex; ;Namibia;Otjozondjupa;-19.2643;18.1; ;carbonatite with residual enrichment; ; ;V, Pb, Zn, Cu, REE; ; ; ;0.64-2.22% TREE;Occurrence(?); ;;;clay;;;;;carbonatite, clay;;;;AVZ Minerals Ltd.;Vanadium mineralization in quartz-dolomite and sandstone-limestone breccias is present in the area, including the historic Abenab mine.;"Avonlea Minerals Ltd. (2011); SNL Metals & Mining (2015)";;;underground;No production;;;;;;;;;;;;;;;;;;;;;Africa +2;4050;Abu Khruq;Gabal Abu Khruq; ; ;intrusion or complex; ;Egypt;Al Bahr al Ahmar;24.6486;34.2713;Estimated location.;alkaline igneous; ; ;Nb, Ta, Zr, Hf, Be, REE, U, Th; ; ; ; ;Occurrence; ;parisite, bastnäsite;ilmenite, apatite, zircon, pyrochlore, fluorite, Nb-bearing rutile;nepheline, cancrinite, calcite, analcime, natrolite, sodalite;Cenozoic(?);;Cenozoic(?);;moderately to strongly hematized nepheline syenite;;Cretaceous Nubian Sandstone;hydrothermal, hematization, albitization, cancrinitization, carbonatization;;"REE mineralization restricted to hematized nepheline syenite; grade is highest in the moderately hematized rock followed by the strongly hematized syenite.";"Abdalla (2006); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +3;4052;Abu Tartar;Abu Tartour, Abu Tartor, Abu Tartur; ; ;site;active P mine;Egypt;Al Wadi al Jadid;25.4069;30.0667; ;phosphorite; ; ;P, REE; ; ;8.4;519–1139 ppm (ave. 879);Occurrence; ;;carbonate-rich fluorapatite, carbonate-rich apatite (collophane), wavellite, pyrite, marcasite, Mn-bearing apatite;calcite, dolomite, quartz, gypsum, glauconite, montmorillonite, kaolinite, ankerite, Fe-oxides;Upper Cretaceous: Campanian–Maastrichtian;;Upper Cretaceous: Campanian–Maastrichtian;;phosphorite, mudstone, sandstone;Duwi Formation;;;;"This is the largest phosphate mine in Egypt; REE is potential byproduct.";"Ahmed (2003); Awadalla (2010); British Sulphur Corp. Ltd. (1987); de Kun (1987); Hussein and El Sharkawi (1990); Industrial Minerals (1995); Schröter (1989)";;;"underground— long-wall retreating technique; surface mine";No production;;;;;;;;;;;;;;;;;;;;;Africa +4;4126;Adiounedj; ; ; ;intrusion or complex; ;Mali;Kidal;20.183;0.067; ;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;synchysite;fluorite, titanite, apatite, barite, pyrochlore;quartz, calcite, Fe-oxides, cancrinite, sodalite, aegirine-augite, calcite;Permian(?);;;;fenite, rodbergite, syenite, carbonatite;;;;;Hydrothermal synchysite found in fluorite, calcite, and quartz.;"Liégeois and others (1991); Sauvage and Savard (1985); Wall and Mariano (1996); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +5;4191;Agate Mountain; ; ; ;intrusion or complex; ;Namibia;Kunene;-18.4507;12.0809;Estimated location.;carbonatite; ; ;REE, Mn; ; ; ; ;Occurrence; ;bastnäsite;fluorite;;Post–Lower Cretaceous;;;;beforsitic carbonatite, breccia, fenite;;;;;Carbonatite contains irregular patches of bastnäsite.;"McManus and Schneider (1994); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +6;4135;Aghracha; ;includes Awhifrite, Lacharyit sectors; ;intrusion or complex; ;Morocco;Oued ed Dahab-Lagouira;23.1913;-14.7322;This part of Morocco is in dispute with Western Sahara. ;carbonatite;carbonatite dikes and epidotized pegmatites; ;U, Th, REE; ; ; ; ;Showing; ;monazite;carnotite;;;;;;magnetite carbonatite;;orthogneiss;;;Occurrence is associated with uraniferous calcrete in the Aghracha paleochannel and some alluvial placers with U and REE.;Morocco ONHYM (2015a);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +7;4034;Akongo; ; ; ;intrusion or complex; ;Cameroon;Centre;3.6;11.7; ;"alkaline igneous with residual enrichment; supergene"; ;laterite;REE; ; ; ; ;Occurrence; ;florencite, rhabdophane, zircon, titanite, allanite, apatite, cerianite-(Ce);hematite, magnetite;kaolinite, halloysite, goethite, microcline;;;;;laterite, saprolite, ferricrete;;Neoproterozoic alkaline syenite;;;"Laterite developed over syenite; allanite is main REE mineral in source syenite along with apatite and titanite; allanite and other primary REE minerals tend to be partially preserved only in lower parts of weathering profile; florencite and rhabdophane a";"Braun and others (1990); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +8;4136;Al Farnan;Gleyb Al Farnan; ; ;intrusion or complex; ;Morocco;Oued ed Dahab-Lagouira;22.2067;-14.8457;This part of Morocco is in dispute with Western Sahara. ;carbonatite; ; ;Nb, REE, Ta, U; ; ; ; ;Occurrence; ;;iron oxide;;;;;;dolomitic carbonatite, iron oxide breccia;;Proterozoic gneiss;;;Related to Glibat Lafhouda carbonatite mineralization.;Morocco ONHYM (2011, 2015b);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +9;4144;Alto Ligonha; ;includes Boa Esperanca, Enluma I, Guilherme, Jlodo, Marropino, Morrua, others; ;district or area;pegmatite field;Mozambique;Zambézia;-15.75;38.167;Estimated location.;other igneous deposit;pegmatite;pegmatite;Ta, Nb, GEM, Be, Li, REE, U, Th; ; ; ;~1.7% monazite in HM;Deposit; ;euxenite-(Y), monazite, fergusonite, samarskite, polycrase-(Y), pyrochlore, xenotime, rhabdophane;columbite, tantalite, pollucite, tourmaline, beryl (aquamarine), garnet, beryl, ilmenite, microlite;quartz, feldspar, kaolinite, mica;;440-480 Ma (U-Pb);;;;;;;;There are at least 2 generations of pegmatites in this district in 12 pegmatite fields.;"Cílek (1989); Eberle and others (2012); Melcher and others (2015); Coakley and others (1991)";;;;Past producer;;;;Past production of euxenite-(Y) and monazite concentrates.;;;;;;;;;;;;;;;;;Africa +10;4086;Ambaliha; ; ;TRE project;site; ;Madagascar;Antsiranana;-13.7682;48.1716; ;alkaline igneous with residual enrichment(?);argillaceous laterite, ion adsorption; ;REE, Ta, Nb, Zr; ; ; ; ;Occurrence; ;synchysite-(Ce), parisite-(Ce), monazite, gagarinite, pyrochlore, bastnäsite, xenotime;pyrochlore, zircon, columbite, baddeleyite, fluorite, microlite;;Oligocene–Miocene;;Oligocene–Miocene;23-24 Ma;weathered eudialyte granite, granite, skarn;Ambohimirahavavy alkaline complex;;;Tantalus Rare Earths AG (TRE);;"Estrade and others (2014); Gilbertson and others (2011); Pittuck (2013)";;10,000 m of planned diamond drilling initiated by TRE in 2010.;;No production;;;;;;;;;;;;;;;;;;;;;Africa +11;4087;Ambatofinandrahana; ; ; ;intrusion or complex; ;Madagascar;Fianarantsoa;-20.45;46.95;Approximate location.;alkaline igneous; ; ;REE; ; ; ; ;Deposit; ;bastnäsite, monazite;;;;;;;nepheline syenite dikes;;;;;Small amounts of bas recovered from pegmatites.;"Neary and Highley (1984); Woolley (2001)";;;;Past producer;;;;;;;;;;;;;;;;;;;;;Africa +12;4192;Amis;Brandberg; ; ;intrusion or complex; ;Namibia;Erongo;-21.1988;14.4555;Estimated location.;alkaline igneous; ; ;REE, Th; ; ; ; ;Occurrence; ;yttrofluorite, monazite, xenotime, allanite, chevkinite, bastnäsite, fergusonite;fluorite, U-pyrochlore, zircon;arfvedsonite, aegirine, quartz, riebeckite, astrophyllite, pyroxene, amphibole, biotite;Lower Cretaceous;;;;fenitized peralkaline arfvedsonite-aegirine granite and associated agpaitic pegmatites;;;;;On southwest periphery of the Brandberg complex.;"McManus and Schneider (1994); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +13;4088;Ampasiibitika;Ambohimirahavavy; ;TRE project;site; ;Madagascar;Antsiranana;-13.8005;48.2098;On Ampasindava Peninsula.;alkaline igneous with residual enrichment;peralkaline granitic dikes, skarn; ;REE, Ta, Nb, Zr; ; ; ; ;Deposit; ;pyrochlore, eudialyte, monazite-(Ce), chevkinite-(Ce), eudialyte, nacareniobsite-(Ce), turkestanite, cerite-(Ce), fergusonite-(Y), parisite-(Ce), synchysite-(Ce), gagarinite, bastnäsite, xenotime;pyrochlore, zircon, columbite, baddeleyite, fluorite, fluorapatite, thorite, ilmenite, microlite, cassiterite, sphalerite, galena;quartz, feldspar, aegirine, arfvedsonite, amphibole, riebeckite, aenigmatite;Oligocene–Miocene;;Oligocene–Miocene;23-24 Ma;eudialyte granite, granite, skarn, syenite, trachyte;Ambohimirahavavy alkaline complex;Jurasic sediments;;Tantalus Rare Earths AG (TRE);Dikes are 0.25-1.0 m thick and dips change radically over short distances (meters).;"Estrade and others (2014); Gilbertson and others (2011); Woolley (2001)";;20,000 m of planned diamond drilling initiated by TRE in 2010.;;No production;;;;;17 inferred;0.006;0.1;;;;;;;;;;2011;Pittuck (2013);JORC compliant;;Africa +14;4127;Anezrouf; ; ; ;intrusion or complex; ;Mali;Kidal;20.067;0.05; ;carbonatite;alkalic igneous OR carbonatite; ;REE; ; ; ; ;Occurrence; ;pyrochlore, wöhlerite;apatite, titanite, fluorite, zircon, pyrite;sodalite, cancrinite, aegirine, augite, calcite, wollastonite, nepheline, pyroxene, biotite;Permian or younger;;;;nepheline syenite, ijolite, carbonatite, phonolite, pyroxenite, fenite;;;;;;"Liégeois and others (1991); Sauvage and Savard (1985); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +15;4145;Angoche; ;Congolone, Marrua; ;district or area; ;Mozambique;Nampula;-16.2237;39.9496;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, magnetite;;;;;;beach sand;;;;Kenmare Resources (1988);Monazite is ~1.7 percent of HM.;"Cílek (1989); Kenmare Resources plc (2013); Roskill Information Services (1988); O'Driscoll (1988)";;;;Not known;;;;;124 estimated;;;;;;4;;;;;;;Roskill Information Services (1988);Not compliant;;Africa +16;4193;Aris; ; ; ;intrusion or complex; ;Namibia;Khomas;-22.77;17.137;In Aus Mountains.;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;monazite, eudialyte;sphalerite, apophyllite, makatite;;;;;;phonolite;;;;;Monazite and veinlets with eudialyte have been reported in phonolite in the Aris area.;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +17;4001;Atakor; ; ; ;intrusion or complex; ;Algeria;Tamanghasset;23.2312;5.6975;Estimated location in Atakor volcanic field.;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;låvenite, mosandrite, eudialyte, rosenbuschite(?);;feldspar, nepheline, analcime, haüyne, pyroxene, arfvedsonite, aenigmatite;Miocene;5.7–19.9 Ma;Miocene–Pliocene(?);;agpaitic phonolite;;trachyte, phonolite;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +18;4005;Bailundo; ; ; ;intrusion or complex; ;Angola;Huambo;-12.1523;15.9533;Estimated location.;carbonatite; ; ;P, REE; ; ; ; ;Occurrence; ;bastnäsite, parisite, synchysite, RE phosphates;magnetite, apatite, barite, pyrochlore, hollandite, strontianite;calcite, dolomite, ankerite;Cretaceous;;;;calcite carbonatite, phoscorite, fenite;;;;;Small scale mining of magnetite has occurred.;"Alberti and others (1999); Filho and others (1991); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +19;4211;Banke; ; ; ;intrusion or complex; ;Nigeria;Kaduna;10.8977;8.5511; ;alkaline igneous; ; ;Sn, REE; ; ; ; ;Showing; ;allanite;hedenbergite, zircon, fluorite;feldspar, quartz, arfvedsonite;Jurassic(?);;Jurassic(?);;ignimbrite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +20;4090;Befitina;; ;TRE project;site; ;Madagascar;Antsiranana;-13.8218;48.1365; ;supergene;eluvial clays, argillaceous laterite, ion adsorption; ;REE, Ta, Nb, Zr, Sn;19% of TRE;Ce, La, Nd, Pr; ; ;Deposit; ;;baddeleyite;;;;;;weathered granite;;;;Tantalus Rare Earths AG (TRE);"Weathered clays are related to REE-bearing peralkaline intrusive stocks and breccias; REE content is higher in saprolites than ferruginous layers.";"Gilbertson and others (2011); Pittuck (2013)";;5,000 m of planned diamond drilling and 5,000 m shallow drilling initiated by TRE in 2010.;;No production;;;;;19 inferred;0.025 inferred;0.09;;;;;;;;;;2011;Pittuck (2011);JORC compliant;;Africa +21;4146;Beira; ; ; ;district or area; ;Mozambique;Sofala;-19.685;35.14;Estimated location.;shoreline placer; ; ;Ti, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, rutile, zircon;;;;;;beach sand;;;;;Monazite is ~1.5 percent of HM;Cílek (1989);;;;No produciton(?);;;;;;;;;;;;;;;;;;;;;Africa +22;4091;Beravina;Ambatofotsy; ; ;site; ;Madagascar;Mahajanga;-18.1442;45.3128; ;other igneous deposit;NYF(?) pegmatite; ;Zr, REE, Nb, F; ; ; ; ;Showing; ;monazite;zircon, magnetite, ilmenite, titanite;microcline, quartz, pyrite;;;Paleoproterozoic;500-600 Ma;migmatite—hornblende gneiss, rhyolite;;;;Austral Resources Limited;Occurrence forms a hill.;Austral Resources Limited (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +23;4093;Bezavona;Ampasindava area; ; ;intrusion or complex; ;Madagascar;Antsiranana;-13.932;48.0856;Estimated location.;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;rinkite, mosandrite, eudialyte;;astrophyllite, arfvedsonite, aenigmatite, biotite;;;;;nepheline syenite, phonolite, nordmarkite, theralite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +24;4294;Bikita;Mdara; ; ;district or area; ;Zimbabwe;Masvingo;-19.95;31.4333; ;other igneous deposit; ;pegmatite;Li, REE, Ta, KAO, Sn; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Taylor and others (2005);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +25;4295;Bindura; ; ; ;site; ;Zimbabwe;Mashonaland Central;-17.2971;31.3313; ;unclassified; ; ;REE, Ta; ; ; ; ;Showing; ;;;;;;;;;;;;;;de Kun (1987);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +26;4041;Bingo;Bingu; ; ;intrusion or complex; ;Democratic Republic of the Congo;Nord-Kivu;0.5608;29.2985;Estimated location.;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Occurrence; ;;magnetite, apatite, pyrochlore, titanite, andradite (melanite), fluorite, got, zircon;calcite, wollastonite, biotite, sodic amphibole, fayalite, hectoliter;;;;;carbonatite, nepheline syenite, fenite;;;;;Deposit largely a phosphate resource.;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +27;4147;Boa Esperança;Ribaué pegmatite field; ;Ribaué pegmatite field;site;historic pegmatite mine;Mozambique;Nampula;-15.112;38.168; ;other igneous deposit; ;pegmatite;KAO, FLD, Zr, REE; ; ; ; ;Occurrence(?); ;samarskite, polycrase-(Y), pyrochlore, monazite, xenotime;zircon, columbite(?);quartz, microcline, muscovite;;;;;;;;;;;"Cílek (1989); Hains and Mounde (2010)";;;;Past producer(?);;;;;;;;;;;;;;;;;;;;;Africa +28;4130;Bofal-Loubboira;Wadi Guellouar; ; ;district or area(?); ;Mauritania;Brakna;16.417;-13.75; ;phosphorite; ; ;REE; ; ; ; ;Occurrence; ;;;;Middle Eocene;;;;"limestone; clay; red sandstones";;;;;;"Boujo and Jiddou (1989); de Kun (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +29;4006;Bonga; ; ; ;intrusion or complex; ;Angola;Huíla;-14.2617;13.9683; ;carbonatite; ; ;Nb, P, REE; ; ; ; ;Occurrence; ;parisite, synchysite;apatite, pyrite, barite, pyrochlore, magnetite, rutile, strontianite;garnet, calcite, ankerite-dolomite, biotite;;;;;carbonatite, fenite;;;;;;"Alberti and others (1999); Coltorti and others (1993); Filho and others (1991); Premoli (1994); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +30;4223;Boorama; ; ; ;site(?); ;Somalia;Awdal;10.05;43.083; ;unclassified; ; ;Ta, REE; ; ; ; ;Occurrence; ;pyrochlore;pyrochlore;;;;;;;;;;;;Arab Organisation for Mineral Resources (1987);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +31;4131;Bou Naga; ;Guelb Zeilaga; ;intrusion or complex; ;Mauritania;Trarza;18.9833;-13.3167; ;carbonatite; ; ;REE, Ba, F; ; ; ; ;Deposit;deposit, small;bastnäsite, monazite;apatite, barite, fluorite;;;;;;hydrothermal carbonatite;;;;Peaks Metals & Mining Technology Co.;LREE dominant. Deposit was worked for 18 months 1968-1970.;"Arab Organisation for Mineral Resources (1987); Jackson and Christiansen (1993); Mauritanie Ressources Limited and Société Mauritanienne de l'Industrie Minière (2011); Neary and Highley (1984); Weng and others (2015)";;;;Past producer;;1967–1970;;"Deposit was worked approximately 18 months between 1967 and 1970; over 1,200 t of yttrium concentrate was produced.";0.1;;4.4;;;;;;;;8;;1970;Jackson and Christiansen (1993);Not compliant;;Africa +32;4194;Brandberg;Eris;Amis; ;intrusion or complex; ;Namibia;Erongo;-21.1333;14.55; ;unclassified; ; ;Sn, W, REE; ; ; ; ;Showing; ;allanite, chevkinite, monazite;fluorite, (uranpyrochlore), zircon;arfvedsonite, quartz, riebeckite, astrophyllite;Lower Cretaceous;;;;biotite granite;;;;;;"McManus and Schneider (1994); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +33;4226;Buffalo Fluorspar; ; ; ;site;historic F mine;South Africa;Limpopo;-24.4811;28.6619; ;"fluorite deposit; tailings"; ; ;F, REE; ; ; ; ;Deposit; ;monazite, fluorite, allanite, bastnäsite;fluorite, apatite;;Mesoproterozoic;;;;granite;;;;;"F veins in leptite pendants of the Bushveld Granite; Hoshino (2013) reports average of 3,089 ppm REE in tailings.";"Gieré (1996); Hoshino (2013); Jackson and Christiansen (1993); Neary and Highley (1984); Watson and Snyman (1975)";;;;No production;;;;;50;;;;;;;;;;1;;1989;Jackson and Christiansen (1993);Not compliant;;Africa +34;4272;Bukusu;Busumbu, Busumu, Busuku; ; ;intrusion or complex;intrusion with historic P mine;Uganda;Eastern;0.883;34.267; ;carbonatite with residual enrichment; ; ;P, REE, Cu; ; ; ; ;Occurrence; ;pyrochlore;apatite, carbonate-fluorapatite, magnetite, vermiculite, zircon, barite, pyrochlore, baddeleyite;;Tertiary (Paleogene–Neogene?);;;;carbonatite, agglomerate, ijolite, melteigite, nepheline syenite;;;;;Residual soils ≤ 60 m thick. Francolite occurs in a secondary phoscrete (concretionary hard pan).;"Mathers (1994); de Kun (1987); Plummer (1968); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +35;4077;Buru; ; ; ;intrusion or complex; ;Kenya;Rift Valley;-0.1895;35.1643;Just SW of the Tinderet volcano.;carbonatite with residual enrichment;volcanic; ;REE; ; ; ; ;Occurrence; ;bastnäsite, monazite, parisite, synchysite;fluorite, pyrochlore, barite, magnetite, apatite, hematite, goethite, siderite, fluorite, psilomelane;calcite, biotite, aegirine;Neogene;Probably 5-22 Ma;Neogene;;laterized pyroclastic ferrocarbonatite, calciocarbonatite, carbonatite tuff, fenite;;;;;"In Nyanza rift; tuff is laterized.";"Onuonga and Bowden (2000); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +36;4227;Bushmanland; ; ; ;district or area; ;South Africa;Northern Cape;-30.4;18.6; ;other igneous deposit;REE-bearing pipes and monazite-magnetite veins that may be related to intrusions with alkaline or carbonatite affinity; ;REE; ; ; ; ;Showing(?); ;;monazite;magnetite;;;;;volcanic ash, tuff, other;;;;Frontier Rare Earths Ltd.;;Frontier Rare Earths Ltd. (2012b);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +37;4094;Caldera; ; ; ;site; ;Madagascar;Antsiranana;-13.8056;48.1877; ;supergene;laterite, ion adsorption; ;REE; ; ; ; ;Occurrence; ;;;;;;;;weathered granite;;;;Tantalus Rare Earths AG (TRE);;"Gilbertson and others (2011); Pittuck (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +38;4228;Cape Morgan; ; ; ;district or area; ;South Africa;Eastern Cape;-32.7;28.3667; ;shoreline placer; ; ;Ti, Zr, Fe, REE; ; ; ; ;Occurrence; ;;ilmenite, rutile, magnetite, zircon;quartz;Holocene;;Holocene;;beach sand and dunes;;;;;;"Taylor and others (2005); Towner and others (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +39;4007;Capuia; ; ; ;intrusion or complex; ;Angola;Huambo;-11.886;16.2347;Source gave Province as Bié.;carbonatite; ; ;U, P, Ba, REE, Th, Sr, Nb, Cu, Zn, Zr; ; ; ; ;Occurrence; ;;magnetite, barite;calcite;;;;;carbonatite, fenite;;;;;High grades of REE and Th have been reported.;"Premoli (1994); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +40;4105;Chambe;Mt. Mulanje; ; ;site; ;Malawi;Mulanje;-15.9145;35.535; ;supergene;ion adsorption(?); ;REE; ; ; ; ;Showing; ;;;kaolinite, biotite, albite, orthoclase, muscovite, quartz;;;;;weathered syenite;;;;Gold Canyon Resources Inc., JOGMEC;Le Couteur (2011) reports fairly low REE values (200-700 ppm), but 74 percent appear to be easily leachable.;"Chiwanbo and Malikebu (2013); Le Couteur (2011); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +41;4284;Chilembwe;Petauke; ; ;intrusion or complex; ;Zambia;Eastern;-13.983;31.683; ;alkaline igneous; ; ;P, REE; ; ; ; ;Occurrence; ;;apatite, fluorapatite;quartz, (hornblende), biotite;Upper Cambrian;;;;syenite;;;;;Approximately five orebodies are intruded into syenite.;"de Kun (1987); Simukanga and others (1994); van Straaten (2002)";1978;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +42;4106;Chilwa Island;Shirwa Island; ; ;intrusion or complex; ;Malawi;Zomba;-15.3306;35.6163; ;carbonatite with residual enrichment; ; ;P, REE; ; ; ; ;Occurrence; ;florencite, synchysite, bastnäsite, monazite, parisite;apatite, pyrochlore, rutile, tantalite, magnetite, pyrite;microcline, calcite, biotite, quartz;Lower Cretaceous;;;;carbonatite, sövite, breccia;Chilwa Island carbonatite;;;;;"Gupta and Krishnamurthy (2005); Malunga and others (1991); Overstreet (1967); Weng and others (2015); Woolley (2001)";;;;No production;;;;;0.38;;5.0;;;;;;;;;;;Weng and others (2015);Not compliant;;Africa +43;4285;Chondoka; ; ; ;site; ;Zambia;Central;-13.3833;29.55;Estimated location.;paleoplacer(?); ; ;Au, REE; ; ; ; ;Occurrence; ;monazite, xenotime;zircon;;;;;;pebble conglomerate;Muva Supergroup;quartzite;;;;Mambwe and Mwape (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +44;4195;Christiana Farm; ; ; ;site; ;Namibia;Otjozondjupa;-19.0167;18.1096; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;Avonlea Minerals Ltd.;;Avonlea Minerals Ltd. (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +45;4148;Cone Negosa;Negoza; ; ;intrusion or complex; ;Mozambique;Tete;-15.533;31.267; ;carbonatite with residual enrichment; ; ;Ti, Fe, REE; ; ; ; ;Occurrence; ;bastnäsite, monazite;pyrite, barite, pyrochlore, brookite, fluorapatite;;;;;;carbonatite, rauhaugite;;;;;Volcanic vent.;"Cílek (1989); Premoli (1994); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +46;4008;Coola; ; ; ;intrusion or complex; ;Angola;Huambo;-12.517;15.267; ;carbonatite; ; ;F, Ba, Sr, Nb, Zn; ; ; ; ;Occurrence; ;parisite, synchysite, RE phosphates;barite, fluorite;dolomite, calcite, quartz;Cretaceous;;;;carbonatite breccia, syenite, ijolite, fenite;;;;;As much as 12500 ppm La has been detected in samples.;"Alberti and others (1999); Filho and others (1991); Premoli (1994); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +47;4224;Darkainle; ; ; ;intrusion or complex; ;Somalia;Awdal;10.4;43.267; ;carbonatite; ; ;REE, Mo, Sr, Cu; ; ; ; ;Occurrence; ;allanite;magnetite, barite, powellite, molybdenite, apatite, zircon, pyrochlore, pyrite, pyrrhotite;dolomite, calcite, quartz;;;;;carbonatite, syenite, nepheline syenite, gneiss;;;;;;"Alberti and others (1999); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +48;4150;Deia; ; ; ;district or area; ;Mozambique;Zambézia;-18.234;36.8039;Estimated location.;shoreline placer; ; ;Ti, REE; ; ; ; ;Occurrence; ;monazite;;;;;;;beach sand;;;;;Monazite is 0.5-5.8 percent of HM.;Cílek (1989);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Africa +49;4137;Drag;Glibat Drag; ; ;intrusion or complex; ;Morocco;Oued ed Dahab-Lagouira;22.2099;-14.9248;This part of Morocco is in dispute with Western Sahara. ;carbonatite; ; ;Nb, REE, Ta, U; ; ; ; ;Occurrence; ;;iron oxide;;;;;;dolomitic carbonatite, iron oxide breccia;;Proterozoic gneiss;;;Related to Glibat Lafhouda carbonatite mineralization.;Morocco ONHYM (2011, 2015b);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +50;4138;El Hammam; ; ; ;site;F mine;Morocco;Meknès-Tafilalet;33.5575;-5.808; ;fluorite deposit;alkalic igneous;veins;F, REE; ; ; ; ;Occurrence; ;fluorite, calcite, siderite;fluorite, siderite;calcite, quartz;Upper Triassic;205 ± 1 Ma;"Devonian; Carboniferous";;"schist, sandstone; limestone";;;hydrothermal;;Up to 1400 ppm REE has been reported in calcite and up to 2000 ppm in siderite in fluorite-calcite veins.;"Cheilletz and others (2010); Chraibi and others (2013)";;;underground;No production;;;;;;;;;;;;;;;;;;;;;Africa +51;4055;El Kharrouba; ; ; ;site; ;Egypt;Shamal Sina';31.1849;33.9699; ;shoreline placer; ; ;Fe, Ti, Zr, REE; ; ; ; ;Showing; ;monazite;magnetite, ilmenite, cassiterite, zircon, native gold, sillimanite;orthoclase;;;;;dune sand;;;;;Heavy minerals range from 1.06 percent to 9.23 percent (average 4.58 percent)of the dune sand.;Abdel-Razek and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +52;4058;El Messaid;El Messaid, El Masaid; ; ;site; ;Egypt;Shamal Sina';31.121;33.7002; ;shoreline placer; ; ;Fe, Ti, Zr, REE; ; ; ; ;Showing; ;monazite;magnetite, ilmenite, cassiterite, zircon, native gold, sillimanite;orthoclase;;;;;beach sand;;;;;Heavy minerals range from 3.56 percent to 14.68 percent (average 7.10 percent)of the beach sand.;"Abdel-Razek and others (2013); Dawood and Abd El-Naby (2007)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +53;4060;El Tina; ; ; ;district or area;bay;Egypt;Shamal Sina';31.0565;32.6138; ;shoreline placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;black sand;;;;;;Dawood and Abd El-Naby (2007);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +54;4196;Etaneno; ; ; ;district or area; ;Namibia;Otjozondjupa;-20.697;16.2015; ;shoreline placer(?); ; ;REE; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;;Gupta and Krishnamurthy (2005);;;;No production;;;;;;;0.02;;;;;;;;;;1989;Gupta and Krishnamurthy (2005);Not compliant;;Africa +55;4197;Eureka; ; ; ;intrusion or complex; ;Namibia;Erongo;-21.9667;15.3167; ;carbonatite; ;dikes;Zr, REE; ; ; ; ;Deposit; ;monazite;magnetite, graphite;dolomite, calcite, goethite;Cambrian–Ordovician;;;;carbonatite;;fenetized quartzite;;Magna Mining NL;Carbonatite dikes on Eureka 99 Farm, 38 km west of Usakos. Resource estimate is to depth of 20 m.;"McManus and Schneider (1994); Murray (1989); Murray (1991); Woolley (2001)";;;;No production;;;;;0.03;;;6.3% REE;;;;;;;;;1989;McManus and Schneider (1994);Not compliant;Resource to 20 m depth.;Africa +56;4229;Fairbreeze; ; ;Richards Bay;district or area; ;South Africa;Kwazulu-Natal;-29.0219;31.6766; ;shoreline placer; ; ;Ti, Zr, Fe, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile;;;;;;;;;;Tronox Limited;;Tronox (2014);;;;No production;Under development for TiO2.;;;;;;;;;;;;;;;;;;;;Africa +57;4075;Firawa; ; ; ;site(?); ;Guinea;Faranah;9.2089;-9.8006; ;"uranium deposit; supergene";U-REE in laterite; ;U, REE; ; ; ;resampling of historic drill holes showed 1.26-3.29% TREO;Occurrence; ;;crandellite;;;;;;laterized granite, gneiss, amphibolite, carbonatite, gabbro, dolerite;;;laterization;Forte Energy NL;Reportedly 1-2 percent REE present in U deposit.;"Forte Energy NL. (2011); World Nuclear Association (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +58;4036;Fogo; ; ; ;district or area; ;Cabo Verde;Fogo Island;14.9323;-24.4846; ;"alkaline igneous with residual enrichment; supergene";paleosol developed on mafic lapilli; ;P, Cr, As, REE; ;REE is largely LREE; ; ;Showing; ;;fluorapatite, magnetite, maghemite, hematite;pyroxene, mica, plagioclase, quartz, olivine, muscovite (illite);;;;;paleosol;;;;;;Marques and others (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +59;4037;Fogo; ; ; ;intrusion or complex; ;Cabo Verde;Fogo Island;14.925;-24.397;Location is central to the island.;carbonatite; ; ;Zr, Nb, REE, Th; ; ; ; ;Showing; ;loparite-(Ce), bastnäsite, monazite;zirconolite, pyrochlore, zircon, thorite;calcite, dolomite, ankerite, biotite, amphibole, pyroxene, feldspar;Pliocene(?);~4.5 Ma;Pliocene(?);;calcite and dolomite carbonatite;;;;;Carbonatite is considered to be oldest rock of the island.;"Kogarko and others (2009); Marques and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +60;4095;Fort Dauphine;QMM, Taolagnaro;includes Mandena, Petrika, Sainte Luce sectors; ;district or area; ;Madagascar;Toliara;-25.0001;46.998;Estimated location.;shoreline placer; ; ;Ti, Th, REE, Zr; ; ; ; ;Deposit; ;monazite;ilmenite;;Cenozoic(?);;;;;;;;;;"O'Driscoll (1988); Overstreet (1967); Taylor and others (2005)";;;;Past producer;;;;;60;;;;;;;;;;1.49;;;O'Driscoll (1988);Not compliant;;Africa +61;4019;Gakara;Karonge; ; ;intrusion or complex;historic REE mine;Burundi;Bujumbura Rural;-3.5022;29.4492; ;carbonatite with residual enrichment; ;veins, veinlets, stockworks;REE;enriched in Dy, Eu;enriched in Nd; ; ;Deposit; ;bastnäsite, monazite, rhabdophane, cerianite-(Ce), fluocerite;cassiterite, barite, pyromorphite, galena;quartz, carbonate, microcline, biotite, goethite, mica;Neoproterozoic;;;;metasedimentary rocks, gneiss, granite;;;;Rainbow Rare Earths Limited;REE deposit in quartz-barite-bastnäsite-monazite stockworks of uncertain affiliation, but assumed in references to have carbonatite source. Weathering has produced rhabdophane and cerianite-(Ce). Production ceased, due to irregular distribution of grade, in;"Berger and others (2009); de Kun (1987); Harben and Bates (1990); Jackson and Christiansen (1993); Jepson (2012); Lehmann and (1994); Mariano (1989); Möller (1989a); Rainbow Rare Earths (2014); Van Wambeke (1977); Woolley (2001); Yager (2002)";1936;;;Past producer;;1948–1978;Yager (2002);5,000 t basnäsite was produced from 1948–1978.;"1) 0.06; 2) 0.256";0.142;"1) 1.59; 2) 54.3";;;;;;3.0 bastnäsite;;;;2) 2014;"1) Jackson and Christiansen (1993); 2) Rainbow Rare Earths (2014)";"1) Not compliant; 2) NI43-101 compliant";;Africa +62;4062;Gara El Hamra; ; ; ;intrusion or complex; ;Egypt;Al Wadi al Jadid;23.0299;31.3148;Estimated location.;alkaline igneous;impregnations, fracture fillings, veinlets; ;REE, Th, U, Zr, Nb, Be; ; ; ; ;Occurrence; ;xenotime, parisite, bastnäsite, pyrochlore, gadolinite, gagarinite;thorite, zircon, pyrochlore, gittinsite;barite, calcite, fluorite;;;;;syenite, altered syenite, peralkaline granite;;;hydrothermal, hematization;;Content of ore minerals is reported to be directly proportional to the degree of alteration.;Abdalla (2006);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +63;4020;Gasagwe; ; ; ;site; ;Burundi;Bujumbura Rural;-3.5173;29.4229; ;other igneous deposit;metasomatic vein with REE; ;REE; ;enriched in Ce, La, Nd; ; ;Occurrence; ;bastnäsite, monazite, cerianite-(Ce), rhabdophane;barite;quartz;;;;;"mica schist, quartzite; granite gneiss, migmatite";"Karinzi Fm; Mugere complex";;;;;Ntiharirizwa (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +64;4231;Glenover; ; ; ;intrusion or complex;historic P mine;South Africa;Limpopo;-23.8684;27.1628; ;carbonatite; ; ;P, Nb, Sc, REE, Ta; ; ; ; ;Deposit; ;fergusonite, euxenite-(Y), loparite-(Ce), samarskite, synchysite;apatite, pyrochlore, columbite, barite, celestine, galena, perovskite, rutile, magnetite, anatase, pyrite, chalcopyrite, zircon, fluorite;pyroxene, calcite, phlogopite, quartz;Paleoproterozoic;;Paleoproterozoic;;carbonatite, pyroxenite, breccia;;;;Galileo Resources PLC (2013);"Carbonatite with apatite-Fe oxide breccia body & 3 pyroxenite zones with apatite & vermiculite; apatite locally constitutes 20 percent of the ore; low thorium content.";"Bruno (2013b); Elliott (2012a); Galileo Resources PLC (2012); Möller (1989a); Woolley (2001)";;;;No production;;;;;;0.1671;;;;;;;;;;;;Bruno (2013b);SAMREC / JORC / NI43-101 compliant;;Africa +65;4139;Glibat Lafhouda; ; ; ;intrusion or complex; ;Morocco;Oued ed Dahab-Lagouira;22.1478;-14.8402;This part of Morocco is in dispute with Western Sahara. ;carbonatite; ; ;Fe, Nb, REE, U, Ta; ; ; ; ;Deposit; ;;iron oxide;;;;;;dolomitic carbonatite, iron oxide breccia;;schist, gneiss;;;"Higher REE values associated with iron oxides; Drag and Al Farnan deposits are related to Glibat Lafhouda.";Morocco ONHYM (2011, 2015a);2002;;;No production;;;;;49 resource;;0.2;;;;;;;;;0.4% Nb2O5, 265 ppm Ta2O5, 508 ppm U3O8, 35% Fe2O3;;Morocco ONHYM (2011);Not compliant;;Africa +66;4021;Gomvi I; ; ; ;site; ;Burundi;Bujumbura Rural;-3.5502;29.4133; ;other igneous deposit;metasomatic vein with REE; ;REE; ;enriched in Ce, La, Nd; ; ;Occurrence; ;bastnäsite, monazite, cerianite-(Ce), rhabdophane;barite;quartz;;;;;"mica schist, quartzite; granite gneiss, migmatite";"Karinzi Fm; Mugere complex";;;;;Ntiharirizwa (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +67;4022;Gomvi II; ; ; ;site; ;Burundi;Bujumbura Rural;-3.5422;29.4119; ;other igneous deposit;metasomatic vein with REE; ;REE; ;enriched in Ce, La, Nd; ; ;Occurrence; ;bastnäsite, monazite, cerianite-(Ce), rhabdophane;barite;quartz;;;;;"mica schist, quartzite; granite gneiss, migmatite";"Karinzi Fm; Mugere complex";;;;;Ntiharirizwa (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +68;4151;Gorai; ; ; ;district or area; ;Mozambique;Zambézia;-17.3305;38.0202;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite;;;;;;beach sand;;;;;Monazite is ~0.5 percent of HM.;Cílek (1989);;;;No produciton(?);;;;;;;;;;;;;;;;;;;;;Africa +69;4232;Goudini;Ystervarkkop; ; ;intrusion or complex; ;South Africa;North-West Province;-25.0251;26.2009; ;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;xenotime(?);rutile, apatite, pyrite, barite, fluorite, anatase, brookite;ankerite, calcite, dolomite, aegirine, limonite, albite, phlogopite, quartz;;;;;sövite and beforsite (some metamorphosed), volcanic breccia, tuff;;;;;The Goudini volcano sits atop ultrabasic rocks on the eastern margin of the Bushveld Complex.;"Adrian and others (1989); Mariano (1989); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +70;4198;Granitberg; ; ; ;intrusion or complex; ;Namibia;Karas;-27.3333;15.3333; ;unclassified;uncertain if alkaline igneous or metamorphic; ;REE; ; ; ; ;Showing; ;eudialyte;låvenite, astrophyllite, titanite, magnetite;aenigmatite, arfvedsonite, biotite, perthite, nepheline, pyroxene, sodalite;Lower Cretaceous;;Lower Cretaceous;;foyaite;;Precambrian granite, gneiss, sandstone, dolomite;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +71;4132;Guelb Zeilaga; ; ;Bou Naga;intrusion or complex; ;Mauritania;Trarza;19;-13.3; ;alkaline igneous; ; ;REE, Ba, F; ; ; ; ;Deposit;deposit, small;bastnäsite;;;;;;;alkaline igneous rocks;;;;;Pipe(?);"Arab Organisation for Mineral Resources (1987); Mauritanie Ressources Limited and Société Mauritanienne de l'Industrie Minière (2011)";;;;Past producer(?);;;;Unclear if production attributed to Bou Naga was from this site.;;;;;;;;;;;;;;;;;Africa +72;4152;Guilherme;Guilharme; ;Nauela pegmatite field;site;historic pegmatite mine;Mozambique;Nampula;-14.4;40.35;Near Ribaue.;other igneous deposit;pegmatite;pegmatite;Bi, Be, REE; ; ; ; ;Deposit; ;euxenite-(Y), monazite;bismutite, beryl;quartz, microcline;;;;;;;;;;;"Cílek (1989); Hains and Mounde (2010); Premoli (1994)";;;;Past producer;;;;"Past producer of euxenite-(Y); last production reported in 1966.";;;;;;;;;;;;;;;;;Africa +73;4264;Hahotoé-Kpogamé; ; ; ;district or area; ;Togo;Maritime;6.3167;1.3484; ;"phosphorite; supergene"; ; ;P, U, REE; ; ; ; ;Occurrence; ;carbonate-rich fluorapatite;carbonate-rich fluorapatite, crandallite, wavellite, strengite;kaolinite, goethite, smectite, quartz, calcite;;;Eocene: Ypresian–Lutetian;;phosphorite, phosphatic limestone;;;;;;Gnandi and Tobschall (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +74;4199;Hoarusib; ; ; ;intrusion or complex; ;Namibia;Otjozondjupa;-19.2896;18.0925; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;Avonlea Minerals Ltd.;;Clarke (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +75;4153;Idugo; ; ; ;district or area; ;Mozambique;Zambézia;-17.725;37.1474;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;beach and dune sand;;;;;Monazite is ~0.8 percent of HM.;Cílek (1989);;;;No produciton(?);;;;;;;;;;;;;;;;;;;;;Africa +76;4154;Ile;Namatacatue; ;Errego pegmatite field;district or area(?); ;Mozambique;Zambézia;-16.033;37.083; ;other igneous deposit;pegmatite;pegmatite;REE; ; ; ; ;Occurrence; ;euxenite-(Y);;;;;;;;;;;;;"Cílek (1989); Hains and Mounde (2010); Premoli (1994)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +77;4109;Ilomba;Ilomba Hill; ;Songwe;intrusion or complex; ;Malawi;Chitipa;-9.5442;33.1823; ;alkaline igneous; ; ;U, Nb, REE, Th; ; ; ; ;Occurrence; ;eudialyte;pyrochlore, U-pyrochlore, Nb-bearing tantalite, apatite, zircon;aegirine, calcite, amphibole;Neoproterozoic–Lower Paleozoic;;;;nepheline syenite, aegirine syenite;;;;Resource Star Ltd., Nyalihanga Enterprises Ltd.;;"Chiwanbo and Malikebu (2013); Resource Star Ltd. (2011); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +78;4002;In' Ouzzal;Ihouhaouene; ; ;intrusion or complex; ;Algeria;Tamanghasset;23.6197;3.2702;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Showing; ;fluorapatite, allanite, britholite;fluorapatite, magnetite, titanite, zircon;calcite, pyroxene, calcic amphibole, potassic feldspar, biotite, quartz, wollastonite;;;Paleoproterozoic;;carbonatite, syenite;;syenite;;;;"Ouzegane and others (1988); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +79;4156;Inhambane Bay; ; ; ;district or area; ;Mozambique;Inhambane;-23.837;35.502;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;dune sand;;;;;Monazite is ~0.5 percent of HM.;Cílek (1989);;;;No produciton(?);;;;;;;;;;;;;;;;;;;;;Africa +80;4096;Itremo; ; ; ;intrusion or complex; ;Madagascar;Fianarantsoa;-20.65;46.5833;Estimated location.;alkaline igneous; ; ;Nb, REE; ; ; ; ;Occurrence; ;bastnäsite, parisite;pyrochlore;microcline, arfvedsonite, aegirine, orthoclase, nepheline;;;;;peralkaline rocks;;;;;"Pegmatites related to peralkaline rocks; pegmatite-like dikes.";"de Kun (1987); Möller (1989a)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +81;4084;Jabal Archenu; ; ; ;intrusion or complex; ;Libya;Al Kufrah;22.2496;24.7023; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;eudialyte;titanite, lorenzenite, magnetite, ilmenite, låvenite;nepheline, analcime, sodalite, zeolite, pyroxene, amphibole, biotite, catapleiite, låvenite, cancrinite;Paleogene;;Paleogene;;syenite, phonolite, trachyte;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +82;4085;Jabal Fezzan; ; ; ;intrusion or complex; ;Libya;Wādī ash Shāţi;28.3333;13.6667; ;other igneous deposit; ;dikes, sills;REE; ; ; ; ;Showing; ;eudialyte;;feldspar, nepheline, aegirine, zeolite;;;;;phonolite;;granite, metamorphic rocks;;;Eudialyte is reportedly present in one or more of the phonolite bodies.;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +83;4110;Junguni; ; ; ;intrusion or complex; ;Malawi;Machinga;-15.0207;35.2695;Estimated location, based on Woolley (2001).;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;eudialyte, rosenbuschite, britholite;pyrophanite, Mn-Ti-rich låvenite, wöhlerite, kupletskite, strontiofluorite, pyrochlore, astrophyllite;nepheline, alkali pyroxene, biotite, arfvedsonite, sodalite;Upper Jurassic–Lower Cretaceous;;;;nepheline syenite, foyaite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +84;4111;Kadongosi Hill; ; ; ;intrusion or complex; ;Malawi;Machinga;-15.006;35.2936;Estimated location, based on Woolley (2001).;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;eudialyte;;aegirine, albite;Upper Jurassic–Lower Cretaceous;;;;fenitized gneiss and eudialyte-aegirine-albite rock;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +85;4200;Kalkfeld;Etaneno; ;Ondurukurme complex?;intrusion or complex; ;Namibia;Otjozondjupa;-20.8229;16.1356;Ondumakorume complex forms a prominent hill on the Etaneno 44 farm.;carbonatite; ; ;Fe, REE, Nb, Th, Sr; ; ; ;~3% TREO;Deposit; ;eudialyte, monazite, burbankite;titanite, Fe ore, magnetite, zircon, chalcocite, pyrite, barite, pyrochlore, pyrite;quartz, chlorite;Jurassic;;Jurassic;;carbonatite, sövite, syenite, foyaite, iron ore;;iron ore, fenetized granite;;;Fe ore and carbonatites are enriched in La, Ce, neodymium, and thorite.;"Jackson and Christiansen (1993); McManus and Schneider (1994); Mining Journal (1989a); SNL Metals & Mining (2015); Woolley (2001)";;;;No production;;;;;2) 28.0 resource;"1) 20; 2) 0.240";2) 0.857;;;;;;;;;2) 0.86% Nb;1989;"1) Jackson and Christiansen (1993); 2) SNL Metals & Mining (2015)";1) Not compliant;;Africa +86;4287;Kaluwe; ; ; ;intrusion or complex; ;Zambia;Lusaka;-15.1797;30.0232; ;carbonatite with residual enrichment; ; ;P, Nb, REE, Th; ; ; ; ;Occurrence; ;monazite;apatite, pyrochlore, Fe-oxide, magnetite;calcite, dolomite, phlogopite;Cretaceous;;;;sövite;;;;;In Rufunsa Rift.;"de Kun (1987); Ngwenya and Bailey (1990); Simukanga and others (1994); Turner and others (1989); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +87;4113;Kangankunde; ; ; ;intrusion or complex; ;Malawi;Balaka;-15.125;34.9094; ;carbonatite with residual enrichment; ; ;P, REE, Sr, Ba, F; ; ; ; ;Deposit; ;monazite, bastnäsite, florencite-goyazite, daqingshanite-(Ce);strontianite, staurolite, fluorite, barite, sphalerite, apatite, pyrochlore;dolomite, quartz, Mn oxides, calcite;Upper Cretaceous;123 ± 6 Ma (K-Ar, phlogopite);;;dolomitic carbonatite, fenite;;;;Lynas Corporation Ltd. (2013);Monazite is almost thorium-free. Carbonatite contains average of 7 percent euhedral green monazite crystals. High iron content. Locally, REE of hydrothermal origin. Main ore is strontianite. Ownership of the exploration rights to this property are in dispute November, 2011.;"Anstett (1986); Castor (1994); Clarke (2012); de Kun (1987); Deans (1966); Lynas Corp. Ltd. (2007); Malunga and others (1991); Hedrick (2001); Neary and Highley (1984); Notholt and others (1990); Pell (1996); Saner (2002); Singer (1998); Wall and Mariano (1996); Woolley (2001)";;;;No production;;;;;"1) 11; 2) 6 proven; 3) 2.53 inferred";3) 0.107 inferred;"1) 0.62%; 3) 4.24%";;3) 3.5%;;;;;;;;"2) 2002; 3) 1980s-1990s";"1) Singer (1998); 2) Saner (2002); 3) Clarke (2012)";;;Africa +88;4298;Kapfrugwa;Gungwa; ; ;intrusion or complex; ;Zimbabwe;Mashonaland Central;-16.467;32.15; ;carbonatite; ; ;P, REE, Th; ; ; ; ;Occurrence; ;apatite;apatite, magnetite, pyrochlore;dolomite;;;;;magnetite-carbonate rock, apatite-magnetite rock;;;;;Probably metamorphosed carbonatite. Apatite-magnetite rocks contain as much as 11 percent P2O5, 600 ppm Th, and several thousand ppm Ce + La.;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +89;4114;Kapiri; ; ; ;intrusion or complex; ;Malawi;Balaka;-15.283;34.917; ;carbonatite with residual enrichment; ; ;REE, Ti, F, Sr; ; ; ; ;Showing; ;synchysite, monazite (?);apatite, barite, perovskite;ankerite, calcite;;;;;carbonatite dikes cut Precambrian dolomite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +90;4023;Kasagwe; ; ; ;intrusion or complex(?); ;Burundi;Bujumbura Rural;-3.417;29.417; ;other igneous deposit; ; ;REE; ; ; ; ;Deposit; ;bastnäsite;;;;;;;;;;;;;Jackson and Christiansen (1993);;;;No production;;;;;0.067;;1.50%;;;;;;3.0 bastnäsite;;;;1990;Jackson and Christiansen (1993);Not compliant;;Africa +91;4299;Katete; ; ; ;district or area(?); ;Zimbabwe;Matebeleland North;-18.1544;26.8728; ;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;monazite;barite, magnetite, fluorite, pyrochlore, siderite;quartz, iron oxide, dolomite, calcite;;;;;silicified carbonatite, dolomite carbonatite;;;;Premier African Minerals Ltd.;Drill exploration has identified a 3 m interval grading 4.9 percent REE.;"SNL Metals & Mining (2015); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +92;4254;Kerimasi; ; ; ;intrusion or complex; ;Tanzania;Arusha;-2.867;35.95; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Showing; ;cerianite-(Ce);apatite, magnetite;calcite;Quaternary;;Quaternary;;calcite carbonatite lava;Lake Natron-Engaruka volcanics;nephelinite agglomerate;;;"Composite volcano; the cerianite-(Ce) contains unusually high amount of Y.";"Woolley (2001); Zaitsev and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +93;4288;Keshya; ; ; ;intrusion or complex; ;Zambia;Southern;-15.883;28.45; ;carbonatite; ; ;P, Fe, REE, Th, Mn, Pb; ; ; ; ;Occurrence; ;monazite, xenotime;magnetite, pyrite, apatite, rutile;;;;;;carbonatite (limestone);;;;;This unit has been mapped as a limestone, but chemistry is consistent with late-stage carbonatite.;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +94;4079;Kiruku; ; ; ;intrusion or complex; ;Kenya;Coast;-4.4727;39.2865;Estimated location.;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;;;;;;;;agglomerate;;;;Pacific Wildcat Resources (2012);"Vent area; chip samples show 2.35-4.45 percent TREO.";"Elliott (2012c); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +95;4044;Kirumba; ; ; ;intrusion or complex; ;Democratic Republic of the Congo;Nord-Kivu;-1.1051;29.2873; ;"alkaline igneous; carbonatite(?)";; ;Nb, REE; ; ; ; ;Showing; ;chevkinite, cerite(?), låvenite(?);andradite (melanite), titanite, apatite, zircon, fluorite, pyrochlore, thorite;ankerite, albite, zeolite, aegirine, biotite;Neoproterozoic;;Neoproterozoic;803 ± 22Ma (Rb-Sr, whole rock);"syenite; carbonatite, rauhaugite";;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +97;4255;Kisete; ; ; ;site; ;Tanzania;Arusha;-2.8206;35.9667; ;carbonatite with residual enrichment;carbonatite-derived eluvial deposit; ;REE; ; ; ; ;Showing; ;cerianite-(Ce);magnetite, perovskite, apatite, pyrochlore, calzirtite, baddeleyite, kerimasite;diopside, schorlomite, andradite;Quaternary;;Quaternary;;eluvium;;calcite carbonatite lava, carbonatite ash;;;The cerianite contains unusually high amount of Y.;"Woolley (2001); Zaitsev and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +98;4046;Kivu;Maniema-Kivu area; ; ;district or area; ;Democratic Republic of the Congo;Maniema;-2.597;26.71;"Sutphin and others (1990) location was wrong; estimated location between Kivu region and Maniema; location could be significantly incorrect.";alluvial placer; ; ;Sn, Nb, W, REE, Au, Ta; ; ; ; ;Occurrence(?); ;monazite;cassiterite, wolframite, Nb-tantalite, ferberite;;;;;;alluvium, eluvium;;Precambrian granite;;;;Sutphin and others (1990);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +99;4024;Kivungwe I; ; ; ;site; ;Burundi;Bujumbura Rural;-3.5488;29.4016; ;other igneous deposit;metasomatic vein with REE; ;REE; ;enriched in Ce, La, Nd; ; ;Occurrence; ;bastnäsite, monazite, cerianite-(Ce), rhabdophane;barite;quartz;;;;;"mica schist, quartzite; granite gneiss, migmatite";"Karinzi Fm; Mugere complex";;;;;Ntiharirizwa (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +100;4025;Kivungwe II; ; ; ;site; ;Burundi;Bujumbura Rural;-3.5563;29.3932; ;other igneous deposit;metasomatic vein with REE; ;REE; ;enriched in Ce, La, Nd; ; ;Occurrence; ;bastnäsite, monazite, cerianite-(Ce), rhabdophane;barite;quartz;;;;;"mica schist, quartzite; granite gneiss, migmatite";"Karinzi Fm; Mugere complex";;;;;Ntiharirizwa (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +101;4074;Kpong area; ; ; ;intrusion or complex; ;Ghana;Eastern;6.1345;0.04; ;carbonatite with residual enrichment;carbonatite/alkalic igneous with residual enrichment; ;REE; ; ; ; ;Occurrence; ;monazite, allanite;titanite, apatite, zircon, fluorite;calcite, biotite, nepheline, cancrinite, garnet;;;;;alkaline gneiss, nepheline gneiss, granite gneiss, mafic gneiss;;;;;This deposit variously described as a carbonatite, a metasomatic introduction of calcite into a mylonite, and as altered alkaline volcanic rocks.;"de Kun (1987); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +102;4035;Kribi;Mont des Eléphants, Mont de Rocher du Loup; ; ;intrusion or complex; ;Cameroon;South;2.95;9.917;Estimated location.;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;syenite;;;;;;"Roskill Information Services (1994); de Kun (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +103;4213;Kudaru; ; ; ;intrusion or complex; ;Nigeria;Kaduna;10.6167;8.4333; ;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;allanite;zircon;riebeckite, fayalite, aegirine-augite, biotite, arfvedsonite, hedenbergite;Jurassic(?);;Jurassic;;riebeckite granite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +104;4233;KZN—Hillendale Mine; ; ;Richards Bay;site(?); ;South Africa;Kwazulu-Natal;-28.8427;31.9134; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, leucoxene;;;;;;;;;;Tronox Limited;;Tronox (2014);;;;No production(?);Past producer TiO2 (closed 2014).;;;;;;;;;;;;;;;;;;;;Africa +105;4140;Lahjeyra; ; ; ;district or area; ;Morocco;Oued ed Dahab-Lagouira;22.8543;-15.7357;This part of Morocco is in dispute with Western Sahara. ;other igneous deposit;annular volcanic structure; ;REE, Nb, Fe, Mo, Au, V; ; ; ;up to ~2% REE;Occurrence; ;;iron oxide;quartz;;;;;iron oxide rock, silica breccia;;sedimentary carbonate rock;;;;Morocco ONHYM (2015c);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +106;4141;Lamlaga; ; ; ;district or area; ;Morocco;Oued ed Dahab-Lagouira;22.5207;-15.9928;This part of Morocco is in dispute with Western Sahara. ;other igneous deposit;annular volcanic structure; ;REE, Nb, Fe, V, Au, Mo; ; ; ; ;Deposit; ;;iron oxide;;;;;;iron oxide rock, silica breccia;;Proterozoic gneiss;;;;Morocco ONHYM (2015d);;;;No production;;;;;623 estimated resource;;0.65;;;;;;;;;0.28% Nb2O5;;Morocco ONHYM (2015d);Not compliant;One defined area contains ~51 Mt @ 1.02% REE and 0.13% Nb2O5.;Africa +107;4017;Lekobolo;Botswana Uranium Project, Ikongwe, Khurutshe, Kodibeleng, Moiyabana, Red Hills, Shoshong, Sua, Sua Pan; ; ;district or area; ;Botswana;Central;-22.0702;27.1646; ;uranium deposit; ; ;U, REE; ; ; ;0.1-0.14% TREE;Occurrence; ;;specular hematite;;Proterozoic;;;;;;;;Impact Minerals Ltd.;;"Proactive Investors Australia (2011); SNL Metals & Mining (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +108;4201;Lofdal;Lofdal-Bergville; ; ;intrusion or complex; ;Namibia;Kunene;-20.3115;14.6943;30 km W of Khorixas on Lofdal 491 and Bergville 490 farms.;carbonatite; ; ;U, Nb, REE, W; ; ; ; ;Deposit; ;xenotime, bastnäsite, monazite, parisite;thorite, hematite, magnetite, zircon, fluorite, apatite;calcite, limonite, albite;Neoproterozoic;;Neoproterozoic;;carbonatite, nepheline syenite, phonolite, breccia;Lofdal Carbonatite Complex;;hydrothermal;Namibia Rare Earths (2012);Swarm of carbonatite dikes in alkaline rocks.;"McManus and Schneider (1994); Ollett (2012c); Siegfried and Hall (2012); Swinden and Siegfried (2011); Syrett (2012b); Wall and others (2008); Watts (2012b); Watts (2012c); Woolley (2001)";;;;No production;;;;;2.88 indicated + 3.28 inferred;0.005594 indicated + 0.00418 inferred;0.32 indicated, 0.27 inferred;;;;;;;;;;;Siegfried and Hall (2012);NI 43-101 compliant;Estimate for Area 4 only.;Africa +109;4275;Lolekek; ; ; ;intrusion or complex; ;Uganda;Northern;1.7537;34.4483; ;carbonatite; ; ;REE; ; ; ; ;Showing; ;pyrochlore(?);apatite, titanite, zircon, pyrite, pyrochlore, baddeleyite, magnetite;calcite, dolomite, biotite, tremolite;;;;;ijolite, melteigite, nepheline syenite, carbonatite;;;;;;"de Kun (1987); Mathers (1994); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +110;4256;Loluni; ; ; ;site; ;Tanzania;Arusha;-2.8242;35.9705; ;carbonatite with residual enrichment;carbonatite-derived eluvial deposit; ;REE; ; ; ; ;Showing; ;cerianite-(Ce);magnetite, perovskite, apatite, pyrochlore, calzirtite, baddeleyite, kerimasite;diopside, schorlomite, andradite;Quaternary;;Quaternary;;eluvium;;calcite carbonatite lava;;;The cerianite contains unusually high amount of Y.;Zaitsev and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +111;4009;Longonjo;Mt. Chibilundo; ;Ozango Project;intrusion or complex; ;Angola;Huambo;-12.9229;15.2208; ;carbonatite with residual enrichment; ; ;REE, Ba, Nb, Th, Zn, Cu; ; ; ; ;Occurrence; ;parisite, synchysite;apatite, barite, magnetite, strontianite;quartz, dolomite, Fe-oxide;Cretaceous;;;;dolomite carbonatite, feldspathic breccias;;;;Rift Valley Resources (2014);Grades reported up to 18.9 percent TREO at Ozango.;"Alberti and others (1999); Elliott (2012d); Filho and others (1991); Industrial Minerals (2014a); Premoli (1994); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +112;4076;Los Archipelago;Iles de Los, Los Islands; ; ;intrusion or complex; ;Guinea;Kindia;9.467;-13.8; ;alkaline igneous; ; ;Zr, REE; ; ; ; ;Occurrence; ;eudialyte, rosenbuschite, pyrochlore, astrophyllite, rinkite, wöhlerite, låvenite;fluorite, galena, catapleiite, villiaumite, kupletskite;arfvedsonite, aegirine, astrophyllite, nepheline, pyrophanite, sodalite, analcime, låvenite;Lower Cretaceous;;Cretaceous;104.3 ± 1.7 Ma (Rb-Sr, whole rock);peralkaline nepheline syenite;;;;;Islands extensively covered by bauxite.;"Moreau and others (1996); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +113;4047;Lueshe; ; ; ;intrusion or complex;historic Nb mine;Democratic Republic of the Congo;Nord-Kivu;-0.9861;29.1415; ;carbonatite with residual enrichment;laterite over carbonatite; ;Nb, P, REE; ; ; ; ;Showing; ;ancylite-(Ce), parisite-(Ce), synchysite-(Ce), monazite, rhabdophane-(Ce), [ceriopyrochlore], crandallite;pyrochlore, apatite, zircon, strontianite, celestine, barite, fayalite;dolomite, calcite, pyroxene, feldspar, forsterite, quartz, kaolinite;;;Cambrian;516 ± 26 Ma (K-Ar, biotite);weathered calcite carbonatite, laterite, sövite, dolomite carbonatite, beforsite;;cancrinite syenite, clinopyroxenite, fenite;hydrothermal, supergene;;;"Chakhmouradian and others (2015); Jaireth and others (2014); Nasraoui and Bilal (2000); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +114;4157;Luicuisse;Lucuisse; ; ;intrusion or complex; ;Mozambique;Niassa;-12.383;36.183; ;carbonatite with residual enrichment; ; ;REE, U, P; ; ; ; ;Occurrence; ;monazite;apatite, pyrochlore, columbite, zircon, magnetite;;;;;;carbonatite;;;;;Premoli (1994) reports that deposit is metasomatic. Residual deposits are commonly 7-8 m thick, but can be 30 m thick.;"Premoli (1994); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +115;4010;Lupongola;Lupulonga, Chitado; ; ;intrusion or complex; ;Angola;Cunene;-17.178;13.6677; ;carbonatite; ; ;REE, Sr, Cu, Zn, Zr; ; ; ; ;Occurrence; ;;apatite, titanite, fluorite;calcite, amphibole, biotite, sodalite, ankerite, alkali feldspar;Cretaceous;;;;calcite carbonatite, syenite, trachyphonolite;;;;;;"Alberti and others (1999); Filho and others (1991); Premoli (1994); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +116;4011;Lutala;Serra da Neve; ; ;intrusion or complex; ;Angola;Namibe;-13.717;13.167;Estimated location. Latitude and longitude represent a central location for Serra da Neve.;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;eudialyte(?), låvenite(?);fluorite;nepheline, analcime, biotite, aegirine-augite, arfvedsonite;;;;;nepheline syenite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +117;4115;Machinga;Central, Domasi, EPL0230/07, Ligoni, Main North, Malosa Mountain, South; ; ;district or area; ;Malawi;Machinga;-15.184;35.3269; ;alkaline igneous(?); ; ;Nb, Ta, REE, U, Th;~30% HREE; ; ;1.0 to 1.5% TREO;Showing; ;monazite, xenotime;pyrochlore, thorite, zircon;;;;;;syenite, granitic rock;Malosa pluton;;;Globe Metals and Mining Ltd.;Soil samples contain up to 3,675 ppm TREO.;"Chiwanbo and Malikebu (2013); Globe Metals & Mining (2014a); Jepson (2012); Resource Star Ltd. (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +118;4159;Macotaia; ; ;Murrupula pegmatite field;site; ;Mozambique;Nampula;-15.417;38.417; ;other igneous deposit;pegmatite;pegmatite;REE; ; ; ; ;Occurrence; ;samarskite;;muscovite;;;;;;;;;;;"Cílek (1989); Hains and Mounde (2010); Premoli (1994)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +119;4257;Makonde;Ukisis; ; ;intrusion or complex; ;Tanzania;Iringa;-10.502;34.5982;Estimated location based on Woolley (2001), but moved onshore.;carbonatite; ; ;Sr, REE, Ba; ; ; ; ;Occurrence; ;;apatite, magnetite;calcite;;;;;carbonatite;;;;;Magnesiocarbonatite contains 1500 ppm REE.;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +120;4097;Mandena;QMM mine; ; ;district or area;Ti mine;Madagascar;Toliara;-24.965;47.01;8 km E of Tolagnaro.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;zircon, ilmenite, rutile;quartz;;;;;;;;;Rio Tinto, Government of Madagascar;;"Mining Journal (1989b); SNL Metals & Mining (2015)";;;open pit;No production;;;;;75;;;;;;;;;0.96 estimated;;;;Mining Journal (1989b);Not compliant;;Africa +121;4098;Maniry; ; ; ;district or area(?); ;Madagascar;Toliara;-24.5592;44.8815; ;unclassified; ; ;Mo, REE, Se; ; ; ; ;Showing; ;;;;;;;;;;;;Malagasy Minerals;;Proactive Investors Australia (2013b);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +122;4202;Marinkas;Marinkas Kwela, Marinkas Quellen; ; ;intrusion or complex; ;Namibia;Karas;-28.141;17.419; ;carbonatite; ; ;REE, Nb; ; ; ; ;Occurrence; ;synchysite, monazite, yttrofluorite;pyrochlore;aegirine-augite, arfvedsonite;Cambrian;;;;beforsite, sövite, syenite, nepheline syenite, fenite, granite;Marinkas Quellen Carbonatite Complex;;;Namibia Rare Earths Inc.;;"McManus and Schneider (1994); SNL Metals & Mining (2015); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +123;4160;Marracuene; ; ; ;district or area; ;Mozambique;Maputo;-25.6704;32.6684;Estimated location.;shoreline placer;fossil beach placer; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, zircon;;;;;;beach sand;;;;;"Fossil placer is buried under eolian sand and eroded on the bank or Incomáti River; monazite is ~1.0 percent of HM.";Cílek (1989);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Africa +124;4161;Marropino; ; ;Melela pegmatite field;site; ;Mozambique;Zambézia;-16.5;37.9583; ;other igneous deposit;pegmatite;pegmatite;Ta, REE; ; ; ; ;Deposit; ;monazite, samarskite, euxenite-(Y), xenotime;microlite, tantalite, zircon, bismutotantalite, garnet, columbite;;;;;;;;;;;;"Cílek (1989); Hains and Mounde (2010); Melcher and others (2015)";;;;Past producer;Cilek (1989) reported byproduct monazite production.;;;;;;;;;;;;;;;;;;;;Africa +125;4116;Matapone;Matapon Hill; ; ;intrusion or complex; ;Malawi;Phalombe;-15.6122;35.759; ;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;bastnäsite, florencite;siderite, strontianite, fluorite;ankerite;;;;;carbonatite, siderite sövite;;;;;;"Scott and Wells (2011); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +126;4026;Matongo;Mvumvu; ; ;intrusion or complex;Phosphate deposit;Burundi;Kayanza;-3.0401;29.612; ;carbonatite with residual enrichment; ; ;P, REE; ; ; ; ;Showing; ;monazite;apatite, pyrochlore, molybdenite, crandallite, pyrite, magnetite, pyrrhotite, zircon;aegirine, arfvedsonite, biotite, amphibole, cancrinite;Neoproterozoic;;Neoproterozoic;;carbonatite, sövite, ferrocarbonatite;Haute Ruvubu complex;nepheline syenite, ijolite, pyroxenite;fenetization;;Carbonatite is concealed by up to 35 m of weathered cover.;"Ntiharirizwa (2013); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +127;4214;Matsena; ; ; ;intrusion or complex; ;Nigeria;Yobe;13.1571;10.0617; ;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;allanite;astrophyllite, amblygonite, zircon, fluorite, pyrochlore;arfvedsonite, aegirine, aenigmatite, hedenbergite, amphibole;;;Permian;;arfvedsonite granite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +128;4258;Mbeya;Panda Hill; ; ;intrusion or complex; ;Tanzania;Mbeya;-9;33.233; ;carbonatite with residual enrichment; ; ;Nb, REE; ; ; ; ;Occurrence; ;bastnäsite, monazite, RE carbonates;apatite, pyrochlore, pyrite, magnetite, fluorite, celestine, barite, ilmenite, rutile, titanite;calcite, quartz;;;;;beforsite, sövite, agglomerate, tuff, fenite;;;;;Nb reserve.;"de Kun (1987); Möller (1989a); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +129;4162;Meponda; ; ; ;intrusion or complex; ;Mozambique;Niassa;-13.4336;34.8923; ;alkaline igneous; ; ;Nb, Ta, U, REE; ; ; ; ;Occurrence; ;allanite, chevkinite, monazite, fergusonite, britholite;pyrochlore, columbite, zircon, magnetite, apatite, titanite, fluorite;carbonate, biotite;Proterozoic;;;;syenite, nepheline syenite;;;;;;"Cílek (1989); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +130;4163;Milalongue;Mililongue;includes Vundu prospect, Tombalala; ;district or area; ;Mozambique;Tete;-14.965;31.5123; ;alkaline igneous with residual enrichment(?);pegmatite, shallow alluvial/eluvial deposits;pegmatite;REE, GEM, Zr; ; ; ; ;Occurrence; ;xenotime, monazite;topaz, aquamarine, amazonite, zircon;;;;;;granite, eluvium;Mililongue granite;;;Great Western Mining Corp. Plc;Over 40 pegmatite dikes and sills within, and marginal to, the Malilongue Granite.;"Anova Metals Limited (2013); Elliott (2012b); Proactive Investors Australia (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +131;4259;Mkalama; ; ; ;district or area; ;Tanzania;Singida;-4.568;34.424; ;unclassified; ; ;Fe, Ni, Co, U, REE, Sn; ; ; ; ;Occurrence; ;;;;;;;;pyroxenite;;;;Magnis Resources Ltd.;;"SNL Metals & Mining (2015); Uranix Ltd. (2013)";;;;No production;No production.;;;;;;;;;;;;;;;;;;;;Africa +132;4289;Mkwisi; ; ; ;intrusion or complex; ;Zambia;Lusaka;-15.8835;28.6022;Estimated location.;unclassified;uncertain if weathered carbonatite or sedimentary; ;P, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Mambwe and Mwape (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +133;4165;Moebase;Moebane; ; ;district or area; ;Mozambique;Zambézia;-17.017;38.483; ;shoreline placer; ; ;Ti, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile;;;;;;;;;;Genbique (1996);Marine and eolian placers.;"Cílek (1989); de Kun (1987); Hedrick (1997); Premoli (1994)";;;;No production;;;;;1) 1300;;;;;2) 2.0;1) 3.8;;;;2) 5;;;"1) Hedrick (1997); 2) de Kun (1987)";Not compliant;2) HM grade 78% ilmenite, 2% rutile, 13% zircon.;Africa +134;4166;Moguiquel; ; ; ;district or area; ;Mozambique;Nampula;-15.383;40.267; ;shoreline placer; ; ;Ti, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile;;;;;;;;;;;Marine and eolian placers.;Premoli (1994);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +135;4018;Moiyabana; ; ; ;site(?); ;Botswana;Central;-22.8771;26.5169; ;unclassified; ; ;U, REE; ; ; ; ;Showing; ;;;;;;;;;;;;Impact Minerals Ltd.;;Jepson (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +136;4118;Monkey Bay; ; ; ;site; ;Malawi;Mangochi;-14.0593;34.9156;Bay in Lake Nyasa.;alluvial placer; ; ;REE; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Overstreet (1967);1955;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +137;4168;Monte Tchonde; ; ; ;district or area; ;Mozambique;Niassa;-13.8833;36.0125; ;alkaline igneous; ; ;V, Th, Ta, Nb, REE; ; ; ; ;Showing; ;;;;;;;;syenite, metadiorite, nepheline syenite;;;;;;Cílek (1989);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +138;4012;Monte Verde; ; ; ;intrusion or complex; ;Angola;Huambo;-12.1851;15.0275; ;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;;apatite, pyrochlore, barite, strontianite, titanite, zircon;calcite, dolomite, phlogopite, Fe-oxides, wollastonite;Lower Cretaceous;109–130 Ma;;;calcite carbonatite, nepheline syenite, fenite;;;;;;"Alberti and others (1999); Filho and others (1991); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +139;4169;Morrua; ; ;Melela pegmatite field and Alto Lingonha pegmatite district;district or area; ;Mozambique;Zambézia;-16.2665;37.87; ;other igneous deposit;pegmatite;pegmatite;Ta, Li, Cs, REE; ; ; ; ;Deposit(?); ;monazite;tantalite, microlite, petalite, pollucite, rutile;gahnite;;;;;;;;;;;"Cílek (1989); Hains and Mounde (2010); Melcher and others (2015)";;;;Past producer;Cilek (1989) reported byproduct monazite production.;;;;;;;;;;;;;;;;;;;;Africa +140;4080;Mrima Hill;Mrima; ; ;intrusion or complex; ;Kenya;Coast;-4.4862;39.2529; ;carbonatite with residual enrichment;Supergene.; ;Nb, REE, Ba, Mn, Pb, Zn, Ag; ; ; ; ;Deposit; ;bastnäsite, monazite, gorceixite, goyazite, pyrochlore;apatite, pyrochlore, pyrite, fluorite, barite, magnetite;calcite, dolomite, chlorite, biotite, aegirine-augite;;;Jurassic;;weathered calcite carbonatite;Jombo-Mrima alakline complex;agglomerate, melteigite, nepheline syenite, fenite, lamprophyre;;Cortec Mining Kenya Ltd./Pacific Wildcat Resources (2013);Supergene.;"Chakhmouradian and others (2015); Deans (1966); Industrial Minerals (2014a); Mariano (1989); Möller (1989a); Parker and Baroch (1971); Singer (1998); Weng and others (2015); Woolley (2001)";;;;Past producer;;;;;"1) 50.8; 2) 47.8 measured+indicated; 3) 159";3) 6.1;"1) 0.59%; 2) 4.4%; 3) 3.8";;;;;;;;;;;"1) Singer (1998); 2) Industrial Minerals (2014); 3) Weng and others (2015)";Not compliant, 3) Not known;;Africa +141;4170;M'Tomoti; ; ;Murrupula pegmatite field;intrusion or complex; ;Mozambique;Zambézia;-15.5;38.317; ;other igneous deposit; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Hains and Mounde (2010); Premoli (1994)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +142;4171;Muambe;Mount Muambe, Mt. Muande; ; ;intrusion or complex; ;Mozambique;Tete;-16.325;34.095; ;carbonatite with residual enrichment; ; ;F, REE. Nb, Fe, P, Be; ; ; ; ;Showing; ;monazite, pyrochlore(?);fluorite, pyrochlore;calcite;;;;;calcite carbonatite, agglomeritic carbonatite;;potassic fenite;;Globe Metals and Mining, Resource Star;"Volcanic vent; multiple shallow zones of mineralization are present.";"Cílek (1989); Globe Metals & Mining (2012): SNL Metals & Mining (2015)); Woolley (2001)";;9427 m of drilling in 2011.;;No production;;;;;;;;;;;;;;;;;;;;;Africa +143;4029;Murambi I; ; ; ;site; ;Burundi;Bujumbura Rural;-3.5351;29.4358; ;other igneous deposit;metasomatic vein with REE; ;REE; ;enriched in Ce, La, Nd; ; ;Occurrence; ;bastnäsite, monazite, cerianite-(Ce), rhabdophane;barite;quartz;;;;;"mica schist, quartzite; granite gneiss, migmatite";"Karinzi Fm; Mugere complex";;;;;Ntiharirizwa (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +144;4030;Murambi II; ; ; ;site; ;Burundi;Bujumbura Rural;-3.5321;29.4353; ;other igneous deposit;metasomatic vein with REE; ;REE; ;enriched in Ce, La, Nd; ; ;Occurrence; ;bastnäsite, monazite, cerianite-(Ce), rhabdophane;barite;quartz;;;;;"mica schist, quartzite; granite gneiss, migmatite";"Karinzi Fm; Mugere complex";;;;;Ntiharirizwa (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +145;4290;Mwambuto Hills; ; ; ;intrusion or complex; ;Zambia;Lusaka;-15.3333;30.1667;Estimated location.;carbonatite; ; ;Nb, REE(?); ; ; ; ;Showing; ;bastnäsite, monazite;pyrochlore, hematite, apatite, barite, fluorite;ankerite, phlogopite;;;;;ankeritic carbonatite;;Karoo sediments;;;Volcanic and intrusive carbonatite.;"Overstreet (1967); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +146;4235;Namakwa; ; ; ;district or area; ;South Africa;Western Cape;-31.2965;17.9012;At Brand-se-Baai.;shoreline placer; ; ;Ti, Fe, Zr, REE, Th; ;~80% LREE; ; ;Deposit; ;monazite, zircon, (leucoxene), garnet, florencite-(Ce);ilmenite, zircon, rutile, (leucoxene), garnet;pyroxene;Miocene–Pleistocene;;Miocene–Pleistocene;;sand;;;;Tronox Limited;;"Philander and Rozendaal (2012); Tronox (2014)";;;open pit;No production(?);;;;Production of titania slag, pig iron, zircon, and rutile since 1994.;858 resource;0.25 estimated resource;;;;;;;;;;;;Philander and Rozendaal (2012);Not compliant;;Africa +147;4063;Natash; ; ; ;district or area; ;Egypt;Al Bahr al Ahmar;24.4783;34.0649;Estimated location.;supergene; ; ;REE; ; ; ; ;Occurrence; ;xenotime, allanite;fluorite, zircon, apatite, Nb-bearing rutile, rutile, hematite;kaolinite, montmorillonite, enstatite-ferrosilite, diopside, tremolite, gypsum, goethite, calcite;Cretaceous;;Cretaceous;;laterite;;"Cretaceous Nubian sandstone; Late Cretaceous (90 Ma) Natash volcanic flows";;;"Three laterite horizons, each 5-15 m thick, occur over an area of 500 km2 at the boundary of the sandstone and volcanic flows; mineralization is structurally controlled.";"Ibrahim (2010); Woolley (2001)";;;;No production;;;;Produces 730,000 t per annum phosphate rock.;;;;;;;;;;;;;;;;;Africa +148;4013;Nejoio; ; ; ;intrusion or complex; ;Angola;Namibe;-13.658;13.2362; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;rosenbuschite, mosandrite, låvenite, eudialyte;titanite, apatite, zircon, fluorite, andradite (melanite), pyrochlore;biotite, sodalite, arfvedsonite, (hornblende);Lower Cretaceous;104.03 ± 0.8 Ma;;;fenite, nepheline syenite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +149;4260;Ngualla; ; ; ;intrusion or complex; ;Tanzania;Mbeya;-7.708;32.8336; ;carbonatite with residual enrichment;carbonatite with residual enrichment, alluvium; ;REE, P, Nb, Ta; ; ; ;Nd, Pr;Deposit; ;bastnäsite, monazite, synchysite, cerianite-(Ce);apatite, magnetite, barite, fluorite, pyrochlore, sulfides, diamond;dolomite, biotite, muscovite, quartz;Proterozoic;;;;carbonatite, breccia;;;;Peak Resources Ltd. (2014);"Magnetite-apatite veins as much as 20 m wide and several hundred meters long contain 12-35 percent P2O5. Two zones: Southern in weathered carbonatite is much larger; South West Alluvial in unconsolidated ferruginous gravels.";"Industrial Minerals (2014a); Ollett (2012c); Peak Resources Ltd. (2012a); Peak Resources Ltd. (2012b); Peak Resources Ltd. (2013); Woolley (2001)";;;;No production;;;;;"1) 40; 2) 195 total; 3) 21.5 measured+indicated";"1) 1.6; 2) 4.4";"1) 4.07; 2) 2.26; 4) 3";;1) 3.0%;;;;;;;;;"1) Peak Resources (2012); 2) Peak Resources (2013); 3) Industrial Minerals (2014)";2) JORC compliant;;Africa +150;4073;Niafarang; ; ; ;district or area; ;Senegal;Ziguinchor;13.0452;-16.7271; ;shoreline placer; ; ;Ti, Zr, REE(?); ; ; ; ;Deposit; ;;ilmenite, zircon, rutile, leucoxene;;;;;;;;;;Astron Resources Ltd.;;"Industrial Minerals (2015); Mukumbira (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +151;4065;Nile Delta / Rosetta; ; ; ;district or area; ;Egypt;Al Gharbiyah;31;31; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, magnetite, garnet;quartz;Pliocene;;;;sand;;;;;;"El Gemmizi (1985); Jackson and Christiansen (1993); Roskill Information Services (1988)";;;;Past producer(?);;;;;44.4;;;;;;;;;;0.5;;1989;Jackson and Christiansen (1993);Not compliant;;Africa +152;4120;Nkalonje;includes Nyama Hill;includes Nyama Hill; ;intrusion or complex; ;Malawi;Phalombe;-15.5955;35.7253; ;carbonatite; ;dikes;REE; ; ; ; ;Occurrence; ;synchysite;apatite, pyrochlore, barite, fluorite, siderite, sphalerite, strontianite;calcite, aegirine, biotite;;;;;breccia, agglomerate, carbonatite;;nepheline syenite, fenitized Precambrian granulite and gneiss;;;"Nkalonje is a roughly circular vent about 800 m in diameter; REE values highest in carbonatite dikes which are of limited size and number.";Scott and Wells (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +153;4291;Nkombwa Hill;Nkumbwa, Nkumba; ; ;intrusion or complex; ;Zambia;Northern;-10.153;32.849; ;carbonatite with residual enrichment; ; ;P, Nb, REE, Th; ; ; ;1-2%;Occurrence; ;monazite, pyrochlore, bastnäsite, daqingshanite-(Ce);isokite, apatite, pyrochlore, sellaite, siderite, magnesite, strontianite, pyrite, barite, ilmenite;dolomite, ankerite, limonite, quartz, phlogopite;Neoproterozoic;;Neoproterozoic;679 ± 25 Ma (K-Ar, phlogopite, carbonatite);magnesian carbonatite, rauhaugite, breccia;;;;Galileo Resources PLC (2013);Up to 23 percent TREO (1.7 percent average).;"Bruno (2013a); de Kun (1987); Jepson (2012); Neary and Highley (1984); Overstreet (1967); van Straaten (2002); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +154;4236;Nooitgedacht;Gelukshoek, Nooitgedagt; ; ;intrusion or complex; ;South Africa;Limpopo;-25.05;27.5; ;carbonatite; ; ;Nb, REE; ; ; ; ;Occurrence; ;monazite;pyrochlore, apatite, pyrite, fluorite, titanite;ankerite, dolomite, quartz, phlogopite, chondrodite;;;;;sövite, beforsite, pyroxene fenite, syenite, tinguaite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +155;4099;Nosy Komba; ; ; ;intrusion or complex; ;Madagascar;Antsiranana;-13.4702;48.3477;Estimated location.;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;rinkite, mosandrite;zircon, fluorite;nepheline, analcime, aegirine, biotite;Miocene;10.4 Ma;;;phonolite, nepheline syenite, syenite, perthite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +156;4121;Nsengwa; ; ; ;intrusion or complex; ;Malawi;Neno;-15.417;34.717; ;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;monazite;fluorite, pyrochlore, apatite, barite;quartz, calcite, ankerite, dolomite;;;;;carbonatite, agglomerate, carbonatite agglomerate;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +157;4031;Nyamikole; ; ; ;site; ;Burundi;Bujumbura Rural;-3.5321;29.4229; ;other igneous deposit;metasomatic vein with REE; ;REE; ;enriched in Ce, La, Nd; ; ;Occurrence; ;bastnäsite, monazite, cerianite-(Ce), rhabdophane;barite;quartz;;;;;"mica schist, quartzite; granite gneiss, migmatite";"Karinzi Fm; Mugere complex";;;;;Ntiharirizwa (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +158;4032;Nyanza-Lac; ; ; ;site(?); ;Burundi;Makamba;-4.3356;29.5952;Estimated location, may be significantly incorrect.;alluvial placer; ; ;REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, rutile, zircon;;;;;;;;;;;;Yager (2002);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +159;4204;Okorusu; ; ; ;intrusion or complex; ;Namibia;Otjozondjupa;-20.0497;16.7451;"Estimated location; site is reported to be on Brandenburg 87 farm.";carbonatite; ; ;REE; ; ; ; ;Deposit; ;synchysite, monazite, yttrofluorite, xenotime;fluorite, apatite, barite, thorite, titanite, magnetite, pyrrhotite;calcite, pyroxene, quartz, aegirine, phlogopite, biotite, andradite (melanite), nepheline, cancrinite;Lower Cretaceous;;Lower Cretaceous;126.6 ± 7.3 Ma (Rb-Sr);carbonatite, iron deposits, nephelinite, pyroxenite, syenite, foyaite, aegirine fenite;;;;Solvay Group (1997);Mineralization in beforsitic carbonatite dikes and carbonate-flu-bearing metasomatites. Significant HREE content. 2-7 percent REO in siliceous rocks.;"de Kun (1987); Hagni and Shivdasan (2001); McManus and Schneider (1994); Murray (1991); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +160;4205;Ondurukurme;Ondurakorume, Kameelberg; ; ;intrusion or complex; ;Namibia;Otjozondjupa;-20.7687;16.2533; ;carbonatite; ; ;Sr, REE; ; ; ; ;Deposit; ;monazite, ancylite, cerianite-(Ce), carbocernaite;apatite, pyrochlore, hematite, vermiculite, magnetite, zircon, galena, pyrite;chlorite, biotite, calcite, aegirine, goethite;;;;;beforsite, sövite, breccia, syenite;;;;;Ondumakorume complex forms a prominent hill on the Etaneno 44 Farm, about 10 km northeast of Kalkfeld. Separation of ore is problematic. Carbonatite contains 3 percent REO, 7 percent P2O5, 2.5 percent SrCO3.;"McManus and Schneider (1994); Mining Journal (1989a); Murray (1989); Pell (1996); Singer (1998); Woolley (2001)";;;;No production;;;;;8;;3;;;;;;;;;;;Singer (1998);Not compliant;;Africa +161;4237;Palabora;Phalaborwa; ; ;intrusion or complex;Cu-P-vermiculite mine;South Africa;Limpopo;-23.9909;31.127; ;carbonatite; ; ;Cu, Fe, P, Zr, VRM, REE, Au, Ag, PGE; ; ; ; ;Deposit; ;apatite, synchysite, monazite;chalcopyrite, chalcocite, bornite, apatite, vermiculite, phlogopite, baddeleyite, uraninite, vallerite, cubanite, magnetite, titanite, U-bearing thorianite;calcite, dolomite, clinohumite, olivine, (hornblende), pyroxene;Paleoproterozoic;;;;weathered pyroxenite, carbonatite, phoskorite;;;;Foskor Ltd. and Palabora Mining Co. Ltd. (1995);Possible by-product REE recovery. Apatite concentrates contain 0.4-0.9 percent REO.;"de Kun (1987); Jackson and Christiansen (1993); Kovalenko and others (1976); Möller (1989a); Neary and Highley (1984); Pell (1996); Singer (1998); Skillen (1995); Towner (1992); Weng and others (2015); Woolley (2001)";;;;No production;;;;;"1) 652; 2) 297";2) 9.6;0.15;;;;;;;;;;;"1) Singer (1998); 2) Weng and others (2015)";"1) Not compliant; 2) Not known";;Africa +162;4181;Palma; ; ; ;district or area; ;Mozambique;Cabo Delgado;-10.774;40.491;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile;;;;;;sand;;;;;"Thin layer of sand over coral platform; monazite is ~0.7 percent of HM.";Cílek (1989);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +163;4182;Pebane; ;includes Melai placer; ;district or area; ;Mozambique;Zambézia;-17.15;37.833; ;shoreline placer; ; ;Ti, REE, Zr; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile;quartz;Quaternary;;Quaternary;;beach sand;;;;;"Marine placer containing 70–85 percent heavy minerals; monazite is ~0.6 percent of HM.";"Cílek (1989); Coakley and others (1991); de Kun (1987); Premoli (1994); Taylor and others (2005); Towner (1992); Towner and others (1988)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;Africa +164;4238;Pilansberg;Pilanesberg, Pilaan's Berg; ; ;intrusion or complex; ;South Africa;North-West Province;-25.233;27.067; ;alkaline igneous; ; ;REE, Th, U, Zn; ; ; ; ;Deposit; ;eudialyte, britholite, pyrochlore, fergusonite-(Y), allanite, mosandrite;fluorite, apatite, strontianite, sulfides, magnetite, titanite, zircon, aenigmatite, lamprophyllite, astrophyllite, catapleiite;aegirine, arfvedsonite, katophorite, feldspar, calcite, cancrinite, sodalite, pectolite, albite, microcline, nepheline;Proterozoic;;Proterozoic;;foyaite, syenite, tinguaite;;;;;Eudialyte forms up to 20 percent of the green syenite (foyaite) and is a major source of REE.;"Castor (1994); Coetzee (1976); Mariano (1989); Möller (1989a); Neary and Highley (1984); Olivo and Williams-Jones (1999); von Backstrom (1976); Woolley (2001)";;;;No production;;;;;13.5;;;;;;;;;;;0.7% REO + ThO2;;Mariano (1989);Not compliant;;Africa +165;4183;Quelemane; ; ; ;district or area; ;Mozambique;Zambézia;-17.883;36.85; ;shoreline placer;pegmatite; ;REE; ; ; ; ;Deposit; ;"monazite; minor loparite-(Ce), samarskite";rutile, zircon, columbite;;;;;;;;;;Genbique (1996);;"Hedrick (1997); Overstreet (1967)";;;;Not known;;;;;520;;;;;;4.5;;;;;;;Hedrick (1997);Not compliant;;Africa +166;4184;Quinga; ;Quinga North, Quinga South; ;district or area; ;Mozambique;Cabo Delgado;-10.5901;40.5203;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, rutile;;;;;;beach and dune sand;;;;;Monazite is ~0.9 percent of HM.;Cílek (1989);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Africa +167;4185;Raraga; ; ; ;district or area; ;Mozambique;Zambézia;-17.4602;37.6962;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, rutile;;;;;;beach sand;;;;;Monazite is ~1.8 percent of HM.;Cílek (1989);;;;No produciton(?);;;;;;;;;;;;;;;;;;;;;Africa +168;4239;Richards Bay; ;includes KZN-Hillendale, Fairbreeze; ;district or area; ;South Africa;Kwazulu-Natal;-28.727;32.172; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, magnetite, (leucoxene), garnet;quartz;Pleistocene;;;;dune and beach sand;;;;Rio Tinto PLC/Billiton PLC (1999);;"Anstett (1986); Coakley and others (1991); de Kun (1987); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Skillen (1995)";;;;Byproduct producer;;;;;4980;;0.013;;;;;;;;0.023;;1989;Jackson and Christiansen (1993);Not compliant;;Africa +169;4215;Ririwai;Liruei; ; ;intrusion or complex; ;Nigeria;Kano;10.7358;8.7383; ;alkaline igneous; ; ;Sn, Nb, W, Zn, REE; ; ; ; ;Showing; ;xenotime;fluorite, columbite, thorite;;Middle Jurassic;171 ± 2 Ma;Jurassic;;biotite granite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +170;4122;Rumphi; ; ; ;intrusion or complex; ;Malawi;Rumphi;-10.9833;34.0667; ;alkaline igneous;Karoo; ;U, REE; ; ; ; ;Occurrence; ;;;aegirine, arfvedsonite;;;;;peralkaline granite, peralkaline syenite, nepheline syenite;;;;HBDK EMWAW Mining Co. Ltd. (2013);;Woolley (2001);;Active exploration 2013.;;No production;;;;;;;;;;;;;;;;;;;;;Africa +171;4081;Ruri;Homa Mountain, Rangwa; ; ;intrusion or complex; ;Kenya;Nyanza;-0.5378;34.3638; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Deposit; ;monazite, bastnäsite, eudialyte;fluorite, magnetite, apatite, pyrochlore, barite, götzenite;biotite, aegirine, wollastonite, cancrinite;Neogene;4.1–11 Ma;;;carbonatite, carbonatite agglomerate, nepheline syenite, phonolite plugs;;;;;Complex of twin, deeply eroded, carbonatitic volcanoes.;"de Kun (1987); Idman and Mulaha (1991); Jackson and Christiansen (1993); Möller (1989a); Woolley (2001)";;;;No production;;;;;0.375;;3.5;;;;;;;;6.4;;1989;Jackson and Christiansen (1993);Not compliant;;Africa +172;4033;Rusutama; ; ; ;site; ;Burundi;Bujumbura Rural;-3.5544;29.4522; ;other igneous deposit;metasomatic vein with REE; ;REE; ;enriched in Ce, La, Nd; ; ;Occurrence; ;bastnäsite, monazite, cerianite-(Ce), rhabdophane;barite;quartz;;;;;"mica schist, quartzite; granite gneiss, migmatite";"Karinzi Fm; Mugere complex";;;;;Ntiharirizwa (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +173;4301;Sabi Star;Mezzotin claims; ; ;site; ;Zimbabwe;Manicaland;-19.1944;31.9691;Estimated location.;other igneous deposit;pegmatite; ;Ta, REE(?); ; ; ; ;Showing(?); ;;tantalite, columbite, microlite, simpsonite, heterosite, beryl, zinnwaldite, polylithionite-trilithionite;quartz, albite, microcline, muscovite, tourmaline;;;Archean;;serpentinite, tremolite-actinolite schist, meta-basalt;;;;Mezzotin Minerals Inc.;;"Gallagher (1967); Martin (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +174;4125;Salambidwe; ; ; ;intrusion or complex; ;Malawi;Chikwawa;-15.91;34.2652; ;alkaline igneous; ; ;REE, Nb; ; ; ; ;Occurrence; ;eudialyte;;astrophyllite, riebeckite, aenigmatite, aegirine;;;;;syenite, microfoyaite, agglomerate;;;;Globe Metals and Mining Ltd.;Rock chip samples contained up to 2.05 percent TREO.;"Cílek (1989); Globe Metals & Mining (2014b); Jepson (2012); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +175;4240;Saltpeterkop;Salpeterkop; ; ;intrusion or complex; ;South Africa;Northern Cape;-32.4786;20.8392; ;carbonatite with residual enrichment(?); ; ;Nb, Ti, Zr, REE, Ba, Th, V, Zn, F; ; ; ; ;Occurrence; ;eudialyte, xenotime, monazite, thorite;Nb-bearing brookite, fluorite, hollandite, pyrochlore, Nb-bearing rutile, thorianite, thorite, barite, pyrite, magnetite, pyrophanite;goethite, grossular, microcline, plagioclase, nepheline, celadonite, amphibole, celadonite, biotite;Upper Cretaceous;66.12 ± 1.69 Ma (Rb-Sr);Upper Cretaceous;;decomposed carbonatite breccia, sövite;Sutherland Suite;;;;"Eroded volcano; mineralization corresponds to breccia-carbonatite arc forming the western and southern rim of the crater.";"Verwoerd and others (1995); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +176;4133;Sanbagoma; ; ; ;site(?); ;Mauritania;Guidimaka;15.583;-11.95; ;alluvial placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;arenaceous sedimentary rock;;;;;;Arab Organisation for Mineral Resources (1987);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +177;4261;Sangu; ;includes Ikola, Ikambwa, Middle carbonatites; ;intrusion or complex; ;Tanzania;Rukwa;-6.8;30.517;In Karema Depression.;carbonatite; ; ;Ti, REE, Sr; ; ; ; ;Occurrence; ;;apatite, magnetite, baddeleyite, pyrochlore;aegirine, dolomite, quartz, phlogopite;;;;;carbonatite, fenite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +178;4048;Saulia; ; ; ;site(?); ;Democratic Republic of the Congo;Maniema;-2.917;25.75;Estimated location.;unclassified; ; ;Sn, REE; ; ; ; ;Deposit; ;Eu-bearing monazite;;;;;;;;;;;;Has produced monazite.;de Kun (1987);;;;Producer;;;;;;;;;;;;;;;;;;;;;Africa +179;4216;Shira; ; ; ;intrusion or complex; ;Nigeria;Bauchi;11.5;10.0667; ;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;chevkinite;ilmenite, apatite, zircon;perthite, quartz, ferro-richterite, arfvedsonite, aegirine, aenigmatite;;;Lower Jurassic;;syenite;;granite, biotite granite;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +180;4083;Sinoe County; ; ; ;district or area; ;Liberia;Sinoe;5.333;-8.667;Estimated location.;placer of unknown origin; ; ;REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile, chromite;;;;;;;;;;;;Roskill Information Services (1988);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +181;4082;Sokolo; ; ; ;intrusion or complex; ;Kenya;Nyanza;-0.5003;34.4313; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Occurrence; ;synchysite, monazite;fluorite, apatite, barite;biotite, aegirine, calcite;Miocene;;Miocene;12.7 ± 0.6 Ma (K-Ar, biotite, sovite);carbonatite, sövite, carbonatitic breccia, agglomerate;;;;;Part of Wasaki carbonatite complex.;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +182;4123;Songwe;Songwe Hill;Ilomba; ;intrusion or complex; ;Malawi;Phalombe;-15.6886;35.816; ;carbonatite; ; ;REE, U, Th; ; ; ; ;Deposit; ;synchysite, apatite, parisite, monazite, ancylite, florencite, xenotime, bastnäsite, eudialyte;apatite, fluorite, magnetite, ilmenite, pyrochlore, zircon, garnet;calcite, ankerite, potassic feldspar;Jurassic–Cretaceous;;Jurassic–Cretaceous;;carbonatite, fenite, breccia, agglomerate;Songwe Syenite;Mauze nepheline syenite;;Mkango Resources Inc. (2014);"Songwe is a carbonatitic volcanic vent; western and northwestern contacts of the intrusion are obscured by recent surficial deposits.";"Chiwanbo and Malikebu (2013); Croll and others (2014); Industrial Minerals (2014a); Jepson (2012); Malunga and others (1991); Mkango Resources Ltd. (2014); Mkango Resources Ltd. (2015); Scott and Wells (2011); Swinden and Hall (2012); Syrett (2012f); Woolley (2001)";;;;No production;;;;;8.483 probable, 13.16 total indicated, 18.59 total inferred;0.136 probable, 0.213 indicated, 0.256 inferred;1.60 probable, 1.62 indicated, 1.38 inferred;;1;;;;;;;;2014;Croll and others (2014);;;Africa +183;4262;Songwe;Songwe Scarp; ; ;intrusion or complex; ;Tanzania;Mbeya;-8.811;33.3061; ;carbonatite; ; ;Sr, Nb, REE, Th, U; ; ; ; ;Occurrence; ;;apatite, pyrite, magnetite, barite, galena, rutile;ankerite, quartz;Lower Cretaceous–Middle Cretaceous;;;;carbonatite, potassic feldspar rock;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +184;4270;Sra Ouertane; ; ; ;district or area; ;Tunisia;Le Kef;36.2166;8.75;Estimated location.;phosphorite; ;"bedded; pelletal; bioclasts";P, REE; ; ; ; ;Showing; ;apatite;apatite;;Paleocene-Eocene;;Paleocene–Eocene;;phosphorite, carbonate, claystone, marlstone, chert;;;;;REE higher in the finer sediment.;Béji Sassi and others (2005);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +185;4241;Steenkampskraal;Steentampskraal; ; ;site; ;South Africa;Western Cape;-31.9785;18.6323; ;"metamorphic; alkaline igneous; tailings";hydrothermal and magmatic origins have been postulated;vein;REE, Th, U, Cu, Zr; ; ;LREE>HREE;0.4-46% TREO;Deposit; ;"monazite; lesser allanite, xenotime";apatite, thorite, magnetite, hercynite;quartz, feldspar, chlorite, zoisite, biotite;;;Mesoproterozoic;;granite-gneiss;Namaqualand Metamorphic Suite—Steenkampskraal granitic gneiss;;;Great Western Minerals Group (2014);"Vein is structurally controlled and bounded on east and west by faults; vein is approximately 40 percent monazite; only Pr, Nd, Sm, Eu, Gd, Tb, Dy, Lu, and Y considered in economic analysis by Great Western as they are considered saleable.";"Clarke (2012); Clay and others (2014); Hancox and Jones (2012); Industrial Minerals (2012, 2014a); Ollett (2012e); Walters and Lusty (2011); Watts (2012b); Weng and others (2015)";1949;;;Past producer;;1950(?)–1963;;Monazite was reputedly extracted from 1950-1963 primarily for its thorium content.;;"1) 0.085 measured + 0.474 indicated + 0.06 inferred; 2) 0.0092 upper tailings, 0.029 lower tailings";;"1) 4.06 meas, 2.94 ind, 2.15 inf; 2) 7.1 upper tailings, 6.9 lower tailings";1) 1;;;;;;;;1) 2013;"1) Clay and others (2014); 2) Weng and others (2015)";"1) NI 43-101 compliant; 2) Not known";Earlier resource/reserve estimates are available in the Clay and others (2014) report.;Africa +186;4292;Sugar Loaf;Mumbwa North, NW Mumbwa; ; ;intrusion or complex; ;Zambia;Central;-14.75;26.833;Occurrence is NW of Mumbwa.;alkaline igneous; ; ;P, Cu, Fe, REE; ; ; ; ;Occurrence; ;hydroxlapatite;isokite, Sr-bearing fluorapatite, hematite, magnetite, pyrite, chalcopyrite, chalcocite, covellite;quartz, (hornblende), biotite, limonite, tourmaline;;;;;porphyritic syenite, brecciated syenite;;;hydrothermal;;"Phosphate mineralization in three forms: apatite with Cu-Fe mineralization, apatite pegmatites, supergene Cu phosphates; too small and comparatively low grade for development; apatite in pegmatite has high concentrations of yttrium.";"Mulela (2013); Simukanga and others (1994)";1958;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +187;4279;Sukulu; ; ; ;intrusion or complex; ;Uganda;Eastern;0.6422;34.148; ;carbonatite with residual enrichment; ; ;P, Fe, Zr, Nb, REE; ; ; ; ;Occurrence; ;;apatite, magnetite, pyrochlore, zircon, baddeleyite, chalcopyrite, gold, galena;dolomite, calcite, quartz, biotite;Paleogene;40 Ma;Paleogene;;"carbonatite (sövite, dolomitic carbonatite, ankeritic carbonatite); tinguaite dykes; fenite-breccia";;;;;Residual deposits 15-67 m thick.;"de Kun (1987); Mathers (1994); Mew (1980); Notholt (1994); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +188;4208;Taghouaji;Tarouadji; ; ;intrusion or complex; ;Niger;Agadez;17.2126;8.466; ;alkaline igneous; ; ;Nb, REE; ; ; ; ;Showing; ;monazite, bastnäsite, synchysite, chevkinite, fergusonite, xenotime, fluocerite;Nb-bearing tantalite, pyrochlore, fluorite;quartz;Devonian;;Devonian;;peralkaline granite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +189;4142;Tamazert;Oued Tamazert, Tamazeght, Bou Agrao; ; ;intrusion or complex; ;Morocco;Meknès-Tafilalet;32.5333;-4.7039; ;carbonatite; ;veins, dikes;REE, U, Th; ; ; ; ;Occurrence; ;synchysite, parisite, monazite, apatite;"apatite, pyrochlore, titanite; lesser barite, strontianite, fluorite, zircon, columbite, pyrite, magnetite, celestine, galena";calcite, dolomite, phlogopite, ankerite, albite, quartz;Eocene;;Eocene;;carbonatite, syenite, breccia;;;;;Carbonatite may be hydrothermally altered.;"Arab Organisation for Mineral Resources (1987); Bouabdellah and others (2010); Mourtada and others (1997); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +190;4014;Tchivira;Chivara, Quicuco; ; ;intrusion or complex; ;Angola;Huíla;-14.3137;13.8782; ;carbonatite with residual enrichment; ; ;F, Sr; ; ; ; ;Occurrence; ;;apatite, fluorite, barite, pyrochlore, pyrite, titanite;calcite, dolomite, quartz, ankerite;Cretaceous;;;;nepheline syenite, ijolite, carbonatite;;syenite, gabbro;;;Syenite-gabbro younger than nepheline syenite-ijolite-carbonatite intrusion. REE content lower than Bonga.;"Alberti and others (1999); Coltorti and others (1993); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +191;4209;Tchouni-Zarniski; ; ; ;intrusion or complex; ;Niger;Zinder;14.1333;9.5667; ;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;allanite;magnetite, ilmenite, zircon;biotite, calcite, augite, fayalite, (hornblende);Mississippian;;Mississippian;;augite-hornblende syenite and microsyenite, fayalite-augite microsyenite, quartz-hornblende syenite;;granite;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +192;4128;Tidjerazraze; ; ; ;intrusion or complex; ;Mali;Kidal;20.8;-0.3333; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;eudialyte, wöhlerite, mosandrite;;nepheline, catapleiite, aegirine, arfvedsonite;;;;;agpaitic nepheline syenite, pegmatite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +193;4134;Tiguesmat el Akhdar;Tigsmat; ; ;intrusion or complex; ;Mauritania;Tiris Zemmour;24.8579;-8.238;Estimated location.;alkaline igneous;peralkaline igneous; ;REE; ; ; ; ;Occurrence; ;allanite;fluorite, astrophyllite, titanite;quartz, microcline, aegirine, riebeckite, biotite;Paleoproterozoic;;Paleoproterozoic;1912 ± 47 Ma (Rb-Sr, whole-rock);peralkaline granite;;;;;;"Arab Organisation for Mineral Resources (1987); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +194;4129;Timedjelalen; ; ; ;intrusion or complex; ;Mali;Kidal;18.8662;1.0438; ;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;chevkinite;apatite, fluorite, cryolite, astrophyllite;quartz, perthite, aegirine-augite, amphibole;;;;;granite;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +195;4206;Toscanini; ; ; ;district or area; ;Namibia;Kunene;-20.833;13.417;Estimated location.;shoreline placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;A 22-mile-long monazite-bearing placer occurs on the west coast adjacent to Skeleton Coast Park.;"McManus and Schneider (1994); Murray (1991)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +196;4102;Tantalus;;includes Ambaliha, Ampasiibitika, Befitina, Caldera, South Ampasiibitika;Ambohimirahavavy Complex(?);district or area; ;Madagascar;Antsiranana;-13.816;48.192;"Estimated location; spatially associated with Ambohimirahavavy Alkaline Complex.";supergene;lateritic clay; ;REE;19% of TRE;Ce, La, Nd, Pr; ; ;Deposit; ;;;;;;;;;;;;Tantalus Rare Earths AG (TRE);"Weathered clays are related to REE-bearing peralkaline intrusive stocks and breccias; REE content is higher in saprolites than ferruginous layers.";"Clarke (2012); Pittuck (2011); Pittuck (2013); Woolley (2001)";;;;No production;;;;;130 inferred;0.104 inferred;0.08;;;;;;;;;;;Pittuck (2011);JORC compliant;;Africa +197;4207;Tsumkwe; ; ; ;district or area; ;Namibia;Otjozondjupa;-19.854;20.6455; ;carbonatite(?);REE in possible fenite related to carbonatite; ;REE; ; ; ; ;Occurrence; ;synchysite, xenotime;diamond, hematite;alkali feldspar, garnet;;;;;;;;fenitization;Mount Burgess Mining N.L.;;"Mount Burgess Mining (2011); SNL Metals & Mining (2015)";;5 drill holes in 2011.;;No production;;;;;;;;;;;;;;;;;;;;;Africa +198;4143;Twihinate; ; ; ;district or area; ;Morocco;Oued ed Dahab-Lagouira;22.4513;-16.0448;This part of Morocco is in dispute with Western Sahara. ;carbonatite;annular volcanic structure; ;REE, Nb, U, V; ; ; ; ;Deposit; ;;;;;;;;carbonatite, iron oxide rock, silica breccia;;;;;;Morocco ONHYM (2015a, 2015e);;;;No production;;;;;559;;0.69;;;;;;;;;0.35% Nb2O5, 203 ppm U3O8, 0.20% V2O5;;Morocco ONHYM (2015e);;;Africa +199;4067;Um Ara; ; ; ;intrusion or complex; ;Egypt;Al Bahr al Ahmar;22.671;33.8167;Estimated location.;other igneous deposit; ; ;U, REE; ; ; ; ;Showing; ;xenotime, monazite;U-thorite, zircon, uranophane, columbite, ilmenite;microcline, albite, quartz, mica, polylithionite, garnet, fluorite;;;;;alkali-feldspar granite;;;hydrothermal alteration;;;Dawood and others (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +200;4068;Um Hibal;Bir Um Hibal, Gebel Bir Um Hebal; ; ;intrusion or complex; ;Egypt;Al Bahr al Ahmar;23.7131;33.2855;Estimated location.;alkaline igneous; ; ;Nb, REE; ; ; ; ;Occurrence; ;monazite, others(?);zircon, pyrochlore;albite, quartz, aegirine, riebeckite, arfvedsonite, aenigmatite, biotite;Triassic;;Triassic;223 ± 9 Ma (Rb-Sr, whole rock);pegmatite, syenite;;;;;;Abdalla (2006);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +201;4243;Umgababa;Umgabab, Umkomaas, Usipingo; ; ;district or area; ;South Africa;Kwazulu-Natal;-30.1317;30.8479;40 km S of Durban.;shoreline placer(?); ; ;Ti, Zr, REE, Fe; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, magnetite;quartz;Holocene;;Holocene;;eolian sand;;;;;;"Roskill Information Services (1988); Taylor and others (2005); Towner and others (1988)";;;;Past producer;;;;;;;;;;;;;;;;;;;;;Africa +202;4244;Vergenoeg; ; ; ;site;Fluorite mine;South Africa;Limpopo;-25.2554;28.5804; ;"other igneous deposit; fluorite deposit";"volcanic pipe; may be an anomalous F-rich end member of IOCG deposits"; ;F, Fe, REE, Nb; ; ; ; ;Occurrence; ;xenotime, samarskite-(Y), Yb-bearing fergusonite, fergusonite-(Y) , fluocerite, monazite-(Ce), monazite-(La), xenotime-(Y), bastnäsite, parisite-(Ce), synchysite-(Ce), synchysite-(Y), stillwellite-(Ce), hingganite-(Y), okanoganite-(Y);fluorite, magnetite, fayalite, apatite, pyrite, hematite, siderite, sulfides;amphibole, quartz, greenalite;Paleoproterozoic;;Paleoproterozoic;;volcanic rock, agglomerate, breccia;Vergenoeg Igneous Complex;Rooiberg Group rhyolite;hydrothermal;;The Y-Nb-REE-rich minerals are spatially associated with Fe-rich rocks.;"Goff and others (2004); Graupner and others (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +203;4015;Virulundo; ; ; ;intrusion or complex; ;Angola;Namibe;-16.2914;12.925; ;carbonatite; ; ;REE, U, Zn; ; ; ; ;Occurrence; ;synchysite, britholite, cerite, pyrochlore, parisite, rhabdophane;pyrochlore, apatite, fluorite, barite, strontianite, zircon, hollandite, malachite, magnetite, chalcopyrite;calcite, dolomite, ankerite, goethite, quartz;Lower Cretaceous;;Lower Cretaceous;;potassic carbonatite, carbonatite breccia, fenite;;Archean granitoids;hydrothermal, supergene;;;"Filho and others (1991); Premoli (1994); Torro and others (2012); Woolley (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +204;4103;Vohibarika; ; ; ;district or area; ;Madagascar;Mahajanga;-16.283;48.983;Estimated location.;shoreline placer; ; ;REE; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;;Neary and Highley (1984);;;;Past producer;;;;;;;;;;;;;;;;;;;;;Africa +205;4069;Wadi el Sahrm; ; ; ;site(?); ;Egypt;Al Bahr al Ahmar;24.733;35.017; ;unclassified; ; ;REE; ; ; ; ;Occurrence; ;allanite;;;;;;;;;;;;;Arab Organisation for Mineral Resources (1987);;;;Not known;;;;;;;;;;;;;;;;;;;;;Africa +206;4245;Wangu Hill; ; ; ;district or area; ;South Africa;Kwazulu-Natal;-28.8;31.333; ;unclassified;uncertain if alkaline igneous or metamorphic; ;Zn, Nb, Zr, REE; ; ; ; ;Occurrence; ;;magnetite;quartz, microcline, albite, aegirine-augite, riebeckite, biotite;;;;;peralkaline gneiss;;;;;;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +207;4246;Welgevonden; ; ; ;intrusion or complex; ;South Africa;North-West Province;-25.433;27.433; ;carbonatite with residual enrichment(?); ; ;P, REE, Nb; ; ; ; ;Occurrence; ;;;;;;;;beforsite dikes, fenite;;;;;Soil-covered depression may conceal carbonatite or other intrusion. Carbonatite dikes contain as much as 2370 ppm La, 149 ppm Nb, and 4.59 percent P2O5.;Woolley (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +209;4263;Wigu Hill; ; ; ;intrusion or complex; ;Tanzania;Rukwa;-7.4098;31.581; ;carbonatite with residual enrichment; ; ;REE, P, Zn;5% of TREO; ; ;Ce;Deposit; ;bastnäsite, monazite, Ce-goyazite, synchysite, parisite;fluorite, strontianite, barite, celestine, pyrite, sphalerite;quartz, dolomite, calcite;;;;;weathered dolomitic carbonatite;;;;Montero Mining and Exploration Ltd. (2012);Carbonatite dikes. Deposit shows extensive replacement by hydrothermal solutions rich in REE, Sr, F, Ba, and silica.;"Castor (1994); Eggleston and Sides (2011); Elliott (2012c); Mariano (1989); Neary and Highley (1984); Ollett (2012a); Pell (1996); Overstreet (1967); Siegfried (2010); Watts (2012b); Woolley (2001)";;;;No production;;;;;3.3 inferred;;;2.6% LREO (for five REE);1% LREO (for five REE);;;;;;;;;Eggleston and Sides (2011);;;Africa +210;4189;Xiluvo;Mount Xiluvo; ; ;intrusion or complex; ;Mozambique;Sofala;-19.2483;34.0613; ;carbonatite with residual enrichment; ; ;P, REE; ; ; ; ;Deposit; ;;;;;;;;carbonatite, volcanic breccias;granitic gneiss, migmatites;;;Galileo Resources PLC (2013);Volcanic vent.;"Bruno (2013b); Cílek (1989); Clarke (2012); Woolley (2001)";;;;No production;;;;;1.1;;2.05;;1;;;;;;;4.4% P2O5;;Bruno (2013b);JORC compliant;;Africa +211;4250;Zandkopsdrift;Zandkops Drift, Sandkopsdrif; ; ;intrusion or complex; ;South Africa;Northern Cape;-30.8635;17.9674; ;carbonatite with residual enrichment; ; ;Zn, Nb, P, REE; ; ; ; ;Deposit; ;monazite, churchite, goyazite;apatite, pyrochlore, vermiculite, ilmenite, titanite;calcite, phlogopite, aegirine-augite;;;;;glimmerite, carbonatized intrusions;;;;Frontier Rare Earths Ltd., Korea Resources Corp. (Kores);"Complex about 1 km in diameter; monazite in weathered carbonatitic phlogopite breccia and in calcio-carbonatite dikes";"Elliott (2012b); Frontier Rare Earths Ltd. (2012a); Harper and others (2012); Mariano (1989); Miller (2012); Syrett (2012a); Walters and Lusty (2011); Watts (2012b); Woolley (2001)";;;;No production;;;;;32.35 indicated, 10.13 inferred;0.739 indicated, 0.210 inferred;2.28 indicated, 2.08 inferred;;1;;;;;;;;;Harper and others (2012);;;Africa +212;4293;Zomba; ; ; ;site; ;Zambia;Eastern;-14.4144;31.7444;Occurrence is on Dwangwa River, below the village of Zomba.;alluvial placer; ; ;REE; ; ; ; ;Showing; ;monazite;ilmenite, magnetite, garnet;;;;;;;;;;;Up to 15 percent monazite in fluvial concentrates.;Overstreet (1967);pre-1911;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +213;4501;Darwin Glacier area; ; ; ;district or area; ;Antarctica;Antarctica;-79.137;157.084;Estimated location in Transantarctic Mountains.;uranium deposit;sedimentary; ;U, Th, REE, Sn; ; ; ; ;Occurrence; ;;;;;;Devonian;;sandstone;Beacon Supergroup;;;;;"Guild and others (1998); Rowley and others (1983); Rowley and others (1991)";;;;No production;;;;;;;;;;;;;;;;;;;;;Antarctica +214;4502;Lutzow-Holm Bay area; ; ; ;intrusion or complex; ;Antarctica;Antarctica;-69.7463;38.2147; ;other igneous deposit;pegmatite;pegmatite;U, REE; ; ; ; ;Occurrence; ;euxenite-(Y);;;Ordovician(?);;Ordovician(?);;pegmatite;;;;;;"Guild and others (1998); Rowley and others (1983); Rowley and others (1991)";;;;No production;;;;;;;;;;;;;;;;;;;;;Antarctica +215;5002;510 Area; ; ; ;district or area; ;China;Guangdong;23.4333;112.4167; ;supergene;supion adsorption, weathering residual, alluvial placer; ;REE, Zr, Ti; ; ; ; ;Occurrence(?); ;xenotime, monazite;zircon, ilmenite;;Neogene–Quaternary;;;;;;;;;;Kamitani and others (2007);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +216;5005;520 Area;Beiliu; ; ;district or area; ;China;Guangxi;22.4833;110.4833; ;alluvial placer;weathering residual; ;REE, Ti, Hf, Zr; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon;;Quaternary;;;;;;;;;;Kamitani and others (2007);;;;Not known;;;;;;;;;;;;0.0246 xenotime reserve;;0.0139 monazite reserve;;;;Kamitani and others (2007);Not compliant(?);Reported that there are 89.2 g/m3 xenotime and 55.4 g/m3 monazite.;China +217;5006;725 Area; ; ; ;district or area; ;China;Guangxi;24.625;111.6333; ;supergene;alluvial placer, weathered residual, ion adsorption, residual; ;REE, Zr;Y; ; ; ;Occurrence(?); ;monazite;zircon;;Neogene–Quaternary;;;;;;;;;;Kamitani and others (2007);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +218;5007;801 Area;Pachih; ; ;district or area; ;China;Nei Mongol;47.4523;120.7274; ;alkaline igneous;peralkaline granitoid-related; ;Ta, Nb, REE, Zr;Y; ; ; ;Deposit; ;monazite, bastnäsite;beryl, zircon, magnetite, pyrite;;;;;;;;;hydrothermal;Ningxia Non-ferrous Metals Smeltery (2002);Located on southern intrusion or south lobe of Baerzhe intrusion.;"Fetherston (2004); Kamitani and others (2007)";;;;Not known;;;;;6.8 proven;;;;;;;;;;;0.022% Ta2O5 (upper 50 m);;Not Kamitani;;;China +219;5012;Anxi; ; ;Xinfeng;district or area;REE mine;China;Jiangxi;25.1917;115.073;Estimated location.;supergene;ion adsorption, weathering residual; ;REE; ; ; ; ;Deposit; ;;;;;;;;;;;;Ganzhou Rare Earth Mining Cooperation;;"Info-RE (2014); Shen (2014)";;;;Producer;;;;;0.2900 reserve;0.0000261 + 0.000183 SRE2O3;;;;;;;;;;;;Shen (2014);Not compliant;;China +220;5013;Anyuan; ;includes Changli, Chetou, Dashiao, Gangxia, Gutian, Lengkeng, Niupiqi, Tongluo, Tuwu, Xikeng; ;district or area;ore field;China;Jiangxi;25.1431;115.349; ;supergene;ion adsorption; ;REE; ; ; ; ;Deposit; ;;;;;;;;;;;;;;Xie and others (2016);;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +221;5017;Aoshan; ; ; ;site(?); ;China;Anhui;31.0625;118.6167;Estimated location.;other igneous deposit;Fe deposit, hydrothermal, skarn; ;Fe, P, V, REE; ; ; ; ;Occurrence(?); ;;magnetite, apatite, pyrite;;Cretaceous;;;;;;;;;;"Kamitani and others (2014); Xie and others (2016)";;;;Byproduct producer(?);;;;;;;;;;;;;;;;;;;;;China +222;5018;Bachi; ; ; ;district or area; ;China;Guangdong;24.7455;115.8247; ;supergene;ion adsorption; ;REE; ;LREE dominant; ; ;Deposit; ;;;;Neogene–Quaternary;;;;;;;;China Minmetals Corp.;;"China Minmetals Corp. (2015); Kamitani and others (2007); Xie and others (2016)";;;;No production;;;;;;0.0284 total resource;0.167;;;;;;;;;;1987;Xie and others (2016);Not compliant;;China +223;5020;Baerzhe;Barzhe; ; ;intrusion or complex; ;China;Nei Mongol;47.4526;120.7322;Location from map in Yang and others (2014).;alkaline igneous;peralkaline granitoid-related; ;Nb, REE, Zr, Be, Ta, U;enriched; ;<1; ;Deposit; ;zircon, monazite, parisite, hingganite, pyrochlore, euxenite-(Y), samarskite, bastnäsite, xinganite, hingganite-(Y), fergusonite, synchysite, davidite, xenotime;zircon, pyrochlore, ferrocolumbite, magnetite-hematite, fluorite, ferrothorite, rutile, ilmenite, fluorite, electrum;microcline, quartz, albite, arfvedsonite, aegerine, calcite, goethite, astrophyllite;Lower Cretaceous;127 Ma;Lower Cretaceous;;arfvedsonite granite, riebeckite granite;;"Upper Jurassic volcaniclastic rocks; Lower Cretaceous rock";hydrothermal, albitization, metasomatism;;"Veinlets and disseminations; more than 10 alkali bodies compose the deposit with the two largest called the Eastern and Western orebodies; orebodies are zoned.";"Jahn and others (2001); Lin and others (1995); Rodionov and others (2003); Sun and others (2013); Wu and others (1996); Yang and others (2014); Yuán and Bái (2001); Zhao and others (2002); Zhao and Zhou (1997)";;;;No production(?);;;;;100 geologic resource;;;0.30% Ce2O3;;;;;;;;1.84% ZrO2, 0.26% Nb2O3;;Yang and others (2014);Not compliant;;China +224;5021;Baima; ; ; ;district or area; ;China;Guangxi;22.375;110.35; ;alluvial placer;placer-alluvial; ;REE, Zr;Y is present; ; ; ;Deposit; ;xenotime, monazite;apatite, titanite, zircon, fluorite, ilmenite, magnetite, pyrite;feldspar, amphibole, quartz, aegirine, biotite;Quaternary;261 ± 2 Ma;;;peralkaline syenite;;;;;;"Kamitani and others (2007); Wen (1998); Shellnutt and Iizuka (2011)";;;;Not known;;;;;;;;;;;;0.0074 xenotime;;0.011 reserve;;;;Kamitani and others (2007);Not compliant(?);;China +225;5025;Bantanhe; ; ; ;district or area; ;China;Guangdong;22.2083;112.9167; ;alluvial placer; ; ;Sn, Ti, REE; ; ; ; ;Occurrence; ;monazite;cassiterite, ilmenite;;Neogene–Quaternary;;;;;;;;;;Kamitani and others (2007);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +226;5026;Baoding; ; ; ;district or area;district or area;China;Hainan;18.7415;110.4611;"Offshore location; shallow near-shore area near Wanning.";shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Deposit(?); ;monazite, xenotime;ilmenite, zircon, rutile, magnetite, anatase;quartz, tourmaline, kyanite, garnet, epidote, feldspar;;;Quaternary;;gravel, sand, clay;;;;Hainan Tai Xin Mining Co.;"In 2011, offshore mine was being constructed in water depths of <50 m; orebody averages 10.08 m thick.";"Xu and Tan (1994); Zeng and others (2011)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +227;5028;Bashisugong; ; ; ;district or area;intrusion or complex;China;Xinjiang;40.2;76.583;Estimated location based on Chen and others (2002).;alkaline igneous; ; ;Nb, Ta, REE; ; ; ; ;Occurrence; ;;;;Carboniferous;;Carboniferous;;alkali syenite;;;;;;Chen and others (2002);;;;No production(?);;;;;;;;;;;;;;;;;;;;;China +228;5029;Bayan Obo;Baotou, Baiyunebo;Main orebody, East orebody, West orebody; ;intrusion or complex;REE-Fe-Nb mine;China;Nei Mongol;41.7991;109.9747;Pits visible on Google Earth. Location is between the Main and East orebodies.;carbonatite;carbonatite-associated, skarn, other; ;Fe, REE, Nb; ; ; ; ;Deposit; ;bastnäsite, parisite, huangoite-(Ce), cebaite-(Ce), monazite, aeschynite, allanite, apatite, fergusonite, fersmite, xenotime, daqingshanite-(Ce), cordylite, carbocernaite, chevkinite, britholite;magnetite, hematite, pyrochlore, columbite, Nb-bearing rutile, fluorite, apatite, barite, zircon, Nb-rich rutile, pyrite, anatase;dolomite, ankerite, quartz, calcite, biotite, feldspar, arfvedsonite, phlogopite, aegerine, riebeckite;;270–1313 Ma;Mesoproterozoic;;dolomitic marble;Bayan Obo Group;"Middle–Upper Proterozoic Bayan Obo Group sandstone, slate, dolomite; peralkaline granite; peridotite, diabase, diorite porphyry, syenite and albitite dikes";hydrothermal, fenitization, fluorization;;"Basic, alkaline, and carbonatite dikes; REE content ranges from 1–10 weight percent of the H8 carbonatite; mineralization may have occurred during four periods from Middle Proterozoic to Hercynian.";"Chao and others (1989); Chi and others (2013); Drew and others (1990); Fan and others (2004); Kingsnorth and Harries-Rees (1993); Mariano (1989); Möller (1989a); Pirajno (2013); Singer (1998); Sun and others (2013); Xie and others (2016); Verplank and others (2016); Woolley and Kjarsgaard (2008); Wu and others (1996); Xie and others (2016); Xu and others (2010c); Yang and Woolley (2006); Yuan and others (1992); Yuan and others (2000); Zhang and others (1995); Zhou (1980); Zhu and Ruan (1984)";1927;;;Producer;;;;First year of production was 1974.;"2) 1,628 prospective reserve; 4) 1,200 tailings";"1) 57.4 resource; 2) 135 total prospective reserve, 43.5 industrial reserve; 3) 118 resource";"1) 5.17-6.19; 3) 6; 4) 7.0";;;;;;;;;;;"1) Pirajno (2013); 2) Chi and others (2013); 3) Verplank and others (2016); Weng and others (2015)";Not compliant;"1) Also 2.2 Mt Nb at 0.126-0.141% Nb2O3 and 1.5 Bt Fe at 35% (average); 2) 716 Mt ore in Main and East deposits, 912 Mt ore in West deposit.";China +229;5033;Beihei;Beihai, Peibhai; ; ;district or area;HM mining (uncertain if active);China;Guangxi;21.5914;109.0834;Estimated location near mouth of Nanliu River.;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, gold;quartz;Cenozoic;;Cenozoic;;coastal plain sands;;;;State-owned;"Mixed river and marine placers along coastline; as much as 60 percent of mined material may be from river sands. Monazite concentrate contains 68.2% REO.";"Chi and others (2001); ESCAP and ABMRGG (1988); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Gupta and Krishnamurthy (2005); Towner (1992); Towner and others (1988)";;;;Byproduct producer;Status of production in 2015 is not known.;1966–1982;Jackson and Christiansen (1993);70 t monazite reported produced from 3.385 Mt ore, starting in 1966.;530;;;;;;1–2;;;;;;1989;Jackson and Christiansen (1993);Not compliant;;China +230;5038;Boziguoer; ; ; ;intrusion or complex; ;China;Xinjiang;42.333;81.833;Estimated location based on Chen and others (2002).;alkaline igneous; ; ;REE, Nb, Ta, Zr; ; ; ; ;Showing; ;;;;Permian;;Permian;;alkaline syenite;;;;;0.07–0.19 percent TREO reported.;"Chen and others (2002); Li (2012); Xie and others (2016)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;China +231;5043;Chang'an;Changan; ; ;district or area; ;China;Hainan;18.6694;110.2718;Estimated location based on figure in Towner (1992).;shoreline placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;;;;;;Not developed because most of area is under cultivation.;"ESCAP and ABMRGG (1988); Xu and Tan (1994)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +232;5045;Changkengwei; ; ;Dingnan;district or area;REE mine;China;Jiangxi;25.6129;114.2042;Estimated location.;supergene;ion adsorption; ;REE; ; ; ; ;Deposit; ;;;;;;;;;;;;Ganzhou Rare Earth Mining Cooperation;;"Info-RE (2014); Shen (2014); Xie and others (2016)";;;;Producer;;;;;14.5535 reserve;0.012273 + 0.008629 SRE2O3;;;;;;;;;;;;Shen (2014);Not compliant;;China +233;5046;Changli; ; ;Anyuan;district or area; ;China;Jiangxi;25.1102;115.3491;Estimated location.;supergene;ion adsorption; ;REE, Zr; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;Xie and others (2016);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +234;5047;Changling; ; ; ;site(?); ;China;Jiangxi;26;116;Estimated location.;unclassified; ; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;"Wen (1998); Zhang (2014)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +235;5048;Changting;Zhongfang; ; ;district or area; ;China;Fujian;25.6499;116.4641;Location is within Changting mining area, but area is very large.;supergene;supergene, ion adsorption; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;"InvestorIntel (2013a); Li and others (2013a)";;;;No production;In preproduction in 2013(?).;;;;;;;;;;;;;;;;;;;;China +236;5050;Chenxian; ; ; ;district or area;county;China;Hunan;25.8;113.0333;Estimated location.;unclassified;complex REE-polymetallic deposit; ;REE, Ta, Nb, Be; ; ; ; ;Deposit; ;;;;;;;;;;;;;"Complex REE and polymetallic deposit; ore bodies are closely spaced, layer-like, and 4–10 m thick.";"Industrial Minerals (1988); Orris and Grauch (2002); Zhang (1994); Zhang (1996)";;;;Producer;;;90–99% recovery of REE is reported;;;0.008;0.05–0.30;;;;;;;;;;;Orris and Grauch (2002);Not compliant;;China +237;5051;Chetou; ; ; ;district or area;REE mine;China;Jiangxi;25.995;116.0665;Alternate location 25.842668, 114.840394.;supergene;ion adsorption; ;REE; ; ; ; ;Deposit; ;;;;;;;;;;;;Ganzhou Rare Earth Mining Cooperation;;"Info-RE (2014); Shen (2014)";;;;Producer;;;;;0.1212 reserve;0.000129 + 0.000093 SRE2O3;;;;;;;;;;;;Shen (2014);Not compliant;;China +238;5055;Chongzuo; ; ; ;district or area; ;China;Guangxi;22.377;107.35;Estimated location.;supergene;supergene, ion adsorption; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;InvestorIntel (2013a);;;;No production(?);;;;;;;;;;;;;;;;;;;;;China +239;5056;Cida; ; ; ;intrusion or complex; ;China;Sichuan;27.2432;102.0872;Approximate location in Panxi rift.;alkaline igneous;alkalic igneous associated, supergene, residual; ;REE, Zr, Be, U; ; ; ; ;Deposit; ;fergusonite;zircon, fluorite;quartz, albite;Upper Triassic;230 Ma (Rb-Sr);Upper Triassic;;alkalic riebeckite granite;;;;;;"Niu and others (2003); U.S. Geological Survey (2013); Wen (1998); Wu and others (1996); Yuán and Bái (2001); Zhang and others (1995)";;;;Not known;;;;;;;1) 0.05;;;;;2) 0.000658 fergusonite reserve;;;;;2) ~1994;"1) Wu and others (1996); 2) U.S. Geological Survey (2013)";Not compliant;2) REE-bearing minerals and 0.005112 Mt zircon in weathered material;China +240;5059;Dafoyan; ; ;Wulong-Nachuan bauxite;district or area; ;China;Chongqing;29.226;107.3729;Estimated location.;bauxite;supergene (karst bauxite, laterite); ;Al, REE; ; ; ; ;Occurrence; ;synchysite, cerianite-(Ce), churchite, bastnäsite;diaspore, boehmite, kaolinite, muscovite (illite), hematite, gibbsite, pyrite, anatase, zircon, rutile, thorite;calcite, quartz, feldspar, limonite, dolomite;;;Middle Permian;;bauxite, limestone;Liangshang Formation;;;;Ore bodies are 210–2900 m long and 0–6 m thick.;Li and others (2013b);1959 (bauxite);;;Not known;;;;;;;;;;;;;;;;;;;;;China +241;5061;Dagu; ; ; ;district or area; ;China;Jiangxi;26.7375;115.825;Estimated location.;supergene;ion adsorption; ;REE; ; ; ; ;Deposit; ;;;;;;;;;;;;Ganzhou Rare Earth Group;;"Shen (2014); Xie and others (2016)";;;;No production(?);;;;;0.6956 reserve;0.000583 + 0.000389 SRE2O3;;;;;;;;;;;;Shen (2014);Not compliant;;China +242;5062;Dahongliutan;Moyu; ; ;site; ;China;Xinjiang;36.2;79.25;Estimated location based on Chen and others (2002).;other igneous deposit;granite pegmatite; ;Li, Be, REE; ; ; ; ;Occurrence; ;;;;Jurassic;;;;;;;;;;Chen and others (2002);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +243;5063;Dajia; ; ; ;district or area; ;China;Guangxi;23.289;106.257;Estimated location.;bauxite;supergene (karst bauxite); ;Al, REE; ; ; ; ;Occurrence; ;;diaspore, hematite, anatase, chamosite, gibbsite, zircon, pyrite;kaolinite, goethite, muscovite (illite), quartz;Quaternary;;"Permian; Quaternary";;bauxite, limestone and bauxite;;Triassic sandstone and carbonate;;;;Liu and others (2010);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +244;5064;Dajishan;Wuliting; ; ;site;W mine, REE mine;China;Jiangxi;24.6356;114.38;Estimated location near town of Dajishan.;supergene;weathered residual, ion absorption; ;W, REE;26.01–55.91;248.5–907.20;5.97–16.23;288.61–963.11;Deposit; ;allanite(?);;;;237.5 ± 0.4.8 Ma;Triassic;;weathered granodiorite, granite;Wuliting Granite;biotite granite, diorite;;;"Indoshinian Wuliting Granite contains REE-bearing zircon, apatite, and allanite and REE-fluorocarbonates also occur; weathered crust is up to 30 m thick.";"Qiu and others (2004); Sanematsu and Watanabe (2016); Tao (1992); Yang and Yang (1999); Zhang and others (2004)";;;;Producer;;;;;;;;;;;;;;;;;;;;;China +245;5065;Dakalasu; ; ; ;site; ;China;Xinjiang;47.75;88.667;Estimated location based on Chen and others (2002).;other igneous deposit;granite pegmatite;pegmatite;REE, Nb, Ta, Zr; ; ; ; ;Occurrence; ;;;albite, muscovite, quartz;Lower Triassic;248.4 ± 0.1 Ma (Ar40-Ar39);Lower Triassic;;granitic pegmatite;;;;;;Chen and others (2002);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +246;5067;Dalucao;Daluxiang; ; ;intrusion or complex;REE mine;China;Sichuan;27.2067;101.9547; ;carbonatite;carbonatite-associated;lens or lensoid, vein, veinlet, breccia;REE, Sr; ;LREE dominant; ; ;Deposit; ;bastnäsite, chevkinite, parisite, monazite;"celestine, fluorite, apatite, barite, strontiobarite; minor galena, pyrite, chalcopyrite, hematite, magnetite, ilmenite, cerussite, witherite, strontianite, wulfenite";calcite, microcline, quartz, aegerine-augite, biotite, arfvedsonite;Miocene;;Miocene;;nordmarkite, syenite, carbonatite;;syenite, Proterozoic quartz diorite;fenitization, carbonatization;Dechang Houdi Rare Earth Mining Company (2013);Two large orebodies with 4–0 weight percent REO. Ore occurs as breccia, lenses, veins, veinlets. Deposit is a probable economic source of Sr with 25.73% to 27.68% SrSO4.;"China Knowledge (2011); Hou and others (2009); Kynický and others (2012a); Niu and others (2003); Pirajno (2013); Shi and Li (1995); Verplank and others (2016); Wall (2014); Wan and others (2005); Xie and others (2006); Xu and others (2008a); Xu and others (2008b); Xu and others (2012)";;;open pit;Producer;;;;Production reported to have begun in 2013.;;"1) 0.76; 2) 0.0816";"1) 5; 2) 5.2";;;;;;;;;;2) 2010;"1) Hou and others (2009); 2) Verplank and others (2016)";Not compliant;;China +247;5068;Dangping; ; ; ;site; ;China;Jiangxi;25.3694;114.3432;Estimated location near town of Dangping.;unclassified; ; ;REE, Ba or Be; ; ; ; ;Occurrence; ;;;;Lower Cretaceous;142 Ma (K-Ar);Lower Cretaceous;;granite;;;;;;Yuán and Bái (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;China +248;5070;Dashandong; ; ; ;district or area; ;China;Guizhou;26.7003;106.5697;Estimated location.;supergene;terra rossa; ;REE; ; ; ; ;Occurrence; ;clay(?);;dolomite;;;;;weathered dolomite, terra rossa, laterite;;;;;;Feng and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;China +249;5072;Dashigou; ; ;Huanglongpu;district or area;ore field;China;Shaanxi;34.3684;110.0256; ;carbonatite;carbonatite-associated;dike;Mo, REE;up to 1700 ppm; ;<1(?); ;Deposit(?); ;bastnäsite, synchysite, monazite, xenotime, [yttrobetafite], allanite;;;Upper Triassic;221 Ma (Re-Os, molybdenite);Upper Triassic;221 Ma (Re-Os, molybdenite);carbonatite;;;;;;"Kynický and others (2011a); Kynický and others (2011b); Mao and others (2011); Xu and others (2010b)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +250;5077;Datian; ; ; ;district or area; ;China;Jiangxi;26.3333;115.1667; ;supergene;residual, ion adsorption;lenticular;REE; ; ;<1(?); ;Deposit; ;xenotime, monazite, fergusonite, biotite, plagioclase, potassic feldspar, zircon;zircon, biotite, plagioclase, potassic feldspar;biotite, plagioclase;Quaternary;;Lower Cretaceous;124 Ma;muscovite granite, biotite granite;Datian granite;;;Ganzhou Rare Earth Group;Yanshanian granite.;"Ishihara (1991); Kamitani and others (2007); Sanematsu and Watanabe (2016); Shen (2014)";;;;Producer;;;;>60% REE recovery is reported.;0.5739 reserve;0.000412 + 0.000269 SRE2O3;;;;;;;;;;;;Shen (2014);Not compliant;;China +251;5078;Datong; ; ; ;intrusion or complex;geologic deposit;China;Shaanxi;40;113; ;carbonatite;carbonatite-associated;dike;REE; ; ; ; ;Occurrence; ;;apatite, fluorapatite, strontianite;ankerite, calcite, potassic feldspar, olivine, plagioclase, biotite, microcline, phlogopite;;;;;carbonatite, basic-ultrabasic lamprophyre;;;;;;"Kynický and others (2011a); Yang and Woolley (2006)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +252;5084;Dianbai; ; ; ;district or area; ;China;Guangdong;21.5073;111.0172;Offshore location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, rutile;;;;;;;;;;State-owned;Deposit and processing plant.;"ESCAP and ABMRGG (1988); Hedrick and Templeton (1991); Towner and others (1988); Xu and Tan (1994)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +253;5085;Diancheng;Dianchange; ; ;district or area; ;China;Guangdong;21.5;111.3333; ;shoreline placer;beach placer; ;REE, Ti, Zr, Sn; ; ; ; ;Deposit(?); ;monazite, xenotime;rutile, cassiterite;;Neogene–Quaternary;;;;;;;;;;"Kamitani and others (2007); Xu and Tan (1994)";;;;Byproduct producer(?);;;;;;;;;;;;;;;;;;;;;China +254;5087;Diaoloushan;Diao Lou Shan; ;Muluozhai;intrusion or complex; ;China;Sichuan;28.4909;101.845;Estimated location.;carbonatite;carbonatite-associated; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Hou and others (2009); Lentz and Mariano (2010)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +255;5089;Dingnan; ;includes Anshan, Dakeng, Jiazbei, Laopenghan, others; ;district or area; ;China;Jiangxi;24.9661;115.0592; ;supergene;weathered residual, ion adsorption; ;REE; ; ; ; ;Deposit; ;kaolinite, zircon, thorite, monazite, xenotime, britholite(?), synchysite(?), bastnäsite(?), cerianite-(Ce);kaolinite;quartz, potassic feldspar, biotite, plagioclase;;;Jurassic–Cretaceous;;weathered biotite granite;;;;;Weathered crust developed on Yanshanian granite is about 10 m thick.;"Hedrick and Templeton (1991); Ishihara and others (2008); Orris and Grauch (2002); Sanematsu and Kon (2013); Sanematsu and Watanabe (2016)";;;;Producer;;;;<42% REE recovery is reported.;;;;;;;;;;;;;;;;;China +256;5090;Donghai; ; ; ;district or area; ;China;Hainan;19.044;110.5403;Uncertain location on east shoreline of Hainan Island.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;zircon, ilmenite;;;;;;;;;;;;Lin and others (1995);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +257;5091;Donghang; ; ; ;district or area(?);license area;China;Jiangxi;26.99;114.94;Estimated location.;unclassified; ; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;SNL Metals & Mining (2015);;;;No production;In preproduction in 2015.;;;;;;;;;;;;;;;;;;;;China +258;5095;Dongqing; ; ; ;site; ;China;Jilin;42.7773;128.2244;Site adjacent to river near village of Dongqing.;unclassified;not classified; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;Wen (1998);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +259;5098;Dongzhan; ; ; ;district or area(?); ;China;Fujian;25.7;119.2; ;placer of unknown origin;; ;REE; ; ; ; ;Occurrence; ;monazite, xenotime;;;;;;;;;;;;;Xu and Tan (1994);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +260;5099;Fanshan;Fangshan; ; ;intrusion or complex;P mine;China;Hebei;40.3462;115.0904; ;carbonatite;carbonatite-associated, ultramafic/alkaline complex;dike, vein, lens;P, Fe, REE, V, Co, Ni; ; ;>1; ;Deposit; ;bastnäsite, apatite;fluorapatite, pyrite, titanite, magnetite;biotite, orthoclase, diopside, andradite (melanite), pyroxene, titanite, calcite, phlogopite, tourmaline;Triassic;205–222 Ma;Triassic;;calcite carbonatite, ultramafic rocks: pyroxene, glimmerite, syenite, pyroxenite, syenite;;Middle–Upper Proterozoic dolomitic limestone;;;"Deposit is layered showing three periods of intrusion into the central complex and largely covered by Quaternary sediments; carbonatite veins are up to 70 cm thick and lenses up to 1.5 m thick; deposit is layered; produces relatively low grade P ore at relatively high cost for Hubei Province fertilizer producers; in 2001 produced 0.6 Mtpa of 11.4 percent P2O5 + 13 percent Fe.";"Cheng and Sun (2003); Cheng and others (2004); Jiang and others (2004); Li and others (1996); Wen (1998); Niu and others (2012); Woolley and Kjarsgaard (2008); Yang and Woolley (2006)";1977;;;No production;Phosphate producer.;;;Production of phosphate reported to have begun in 1990.;;;;;;;;;;;;;;;;;China +261;5100;Fengcheng; ;includes Saima; ;intrusion or complex; ;China;Liaoning;41;124.2; ;alkaline igneous;alkalic igneous associated; ;U, Th, REE; ; ; ; ;Occurrence; ;titanite, apatite, nepheline;;;Triassic;223-240 Ma (U-Pb);Triassic;;syenite, nepheline syenite, phonolite, ijolite;;;;;;"Yuán and Bái (2001); Zhang and others (1995); Zhao and Zhou (1997)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +262;5105;Fujian Jinlong; ; ; ;site; ;China;Fujian;25.79;116.33;Estimated location.;unclassified; ; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;Fujian Changting Jinlong Rare;;SNL Metals & Mining (2015);;;;No production;In preproduction in 2013.;;;;;;;;;;;;;;;;;;;;China +263;5104;Fukeng;Fuheng; ;Longnan;district or area; ;China;Jiangxi;24.8556;114.7718; ;supergene;ion adsorption; ;REE; ; ; ; ;Deposit; ;;;;;;;;;;;;;;Liu and others (2015);;;;Producer;;;;;;;;;;;;;;;;;;;;;China +264;5108;Gangkou; ; ; ;district or area; ;China;Hunan;29.1386;113.4019;Site adjacent to river near village of Gangkou.;alluvial placer;placer-alluvial; ;REE; ; ; ; ;Deposit(?); ;;;;;;;;;;;;;Placers derived from the Taohuashan and Mufushan granites.;"Wen (1998); Mindat.org (2013a)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +265;5111;Gannan; ; ; ;district or area; ;China;Jiangxi;26.8299;114.9267;Estimated location.;supergene;supergene, ion adsorption; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;"Clark and Zheng (1991); Roskill Information Services (1988)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +266;5113;Ganzhou; ; ; ;district or area; ;China;Jiangxi;26.1;115.1;Estimated location.;supergene;ion adsorption, ionic clay-type REE; ;REE; ; ; ; ;Deposit; ;;;;;;;;;;;;;This mining area covers >2500 square km.;SNL Metals & Mining (2015);;;;Producer;;;;;;;;;;;;;;;;;;;;;China +267;5120;Guangshui; ; ; ;site(?);mineral deposit;China;Hubei;31.6287;113.9344;Estimated location in Dabie Mountains near town of Guangshui.;metamorphic;metamorphic;stratiform;Zr, REE, Nb;"HREE dominant; Y is significant"; ; ; ;Occurrence; ;gadolinite, fergusonite, xenotime, monazite, allanite;zircon;quartz, albite, microcline, epidote;;937-950 Ma (Pb-Pb);Upper Proterozoic;;felsic schist;;;;;;"Wu and others (1993); Wu and others (1996)";1978;;;Not known;;;;;;;;;;;;;;;;;;;;;China +268;5123;Guanxi; ; ;Longnan;district or area; ;China;Jiangxi;24.852;114.8869; ;supergene;ion adsorption; ;REE; ; ; ; ;Deposit; ;clay;;;Quaternary;;;;;;Guanxi granite;;;;"Feng and others (2012); Kamitani and others (2007); Liu and others (2015); Sanematsu and Watanabe (2016)";;;in-situ leaching;Producer;;;;;;;;;;;;;;;;;;;;;China +269;5125;Guidong; ; ; ;district or area; ;China;Jiangxi;26.1777;113.929;"Located from map in Zhang and others (2005b); near border with Jiangxi Province.";supergene;ion adsorption; ;REE; ; ;0.92-36.32;41.03-389.47t;Occurrence; ;;;;;239±5 Ma;;;biotite monzonite granite;;;;;;"Zhang (1994); Zhang (1996); Zhang and others (2005b)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +270;5126;Guikeng; ; ; ;district or area;ore field;China;Jiangxi;24.6166;114.6345;Uncertain location, see map in Wang and others (2013).;supergene;ion adsorption; ;REE; ; ; ; ;Deposit(?); ;;;;;94–182 Ma;Cretaceous;;biotite granite;;;;;Yanshan orogeny;Wang and others (2013);;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +271;5127;Guposhan;Gupeshan; ; ;intrusion or complex; ;China;Guangxi;24.6681;111.4602; ;supergene;ion adsorption, residual placer; ;REE, Sn, Zr, Ta, Nb; ; ; ; ;Deposit; ;fergusonite, aeschynite, allanite, xenotime, monazite, apatite, gadolinite, titanite;cassiterite, ilmenite, zircon, thorite, titanite;quartz, plagioclase, biotite, potassic feldspar, (hornblende);Neogene–Quaternary;160 Ma (Rb-Sr);Jurassic;;biotite granite;;;;;There are placers associated with this deposit.;"Bao and Zhao (2008); Ishihara (1991); Kamitani and others (2007); Sanematsu and Watanabe (2016); Wen (1998); Xie and others (2016); Yuán and Bái (2001)";early 1960's;;;Not known;;;;;;"1) 0.0126; 2) 0.113 total resource";2) 0.1;;;;;;;;;;2) 1986;"1) Kamitani and others (2007); 2) Xie and others (2016)";Not compliant;;China +272;5131;Haicheng; ; ; ;district or area;pegmatite field;China;Liaoning;40.8667;122.75;Location is very general.;other igneous deposit;pegmatites; ;REE, U, Th, Li; ; ; ; ;Occurrence; ;allanite, fergusonite, euxenite-(Y), samarskite, xenotime, monazite;thorogummite, titanite, zircon, thorite, uranothorite, columbite, yttrotantalite-(Y), spodumene, fluorite, polylithionite-trilithionite, Nb-bearing rutile, cassiterite;biotite, muscovite, microcline, quartz, epidote, hematite, calcite, kaolinite, topaz, garnet, tourmaline, beryl, chrysoberyl;;;;;;;Precambrian Tashihchiao dolomite, gneiss, schist;;;;Lee (1970);;;;No production(?);;;;;;;;;;;;;;;;;;;;;China +273;5132;Haikang; ; ; ;district or area; ;China;Guangdong;20.935;110.067; ;shoreline placer;placer-shoreline; ;Ti, Zr, Cr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, rutile;;;;;;sand;;;;State-owned;Deposit and processing plant. Deposits may be a mix of marine and river sands.;"ESCAP and ABMRGG (1988); Hedrick and Templeton (1991); Xu and Tan (1994)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;China +274;5133;Hanfang; ; ; ;district or area;ore field;China;Jiangxi;28.4262;115.7593;Estimated location.;supergene;ion adsorption; ;REE; ; ; ; ;Deposit; ;;;;;170–445 Ma;Cretaceous;;;;biotite adamellite, biotite granite;;;;"Li and others (2012c); Shen (2014); Wang and others (2013); Xie and others (2016)";;;;No production;;;;;0.4005 reserve;0.000379 + 0.000272 SRE2O3;;;;;;;;;;;;Shen (2014);Not compliant;;China +275;5138;Hekoushan; ; ; ;site;deposit;China;Guangdong;24.7207;114.0714;Uncertain location.;other igneous deposit;granite pegmatite; ;REE; ; ; ; ;Deposit(?); ;;;;;69.9 Ma (K-Ar);Cretaceous;;granite pegmatite;;;;Guangdong Metallurgical and Geological Exploration Company;;Yuán and Bái (2001);;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +276;5139;Heling;Heiling; ;Xunwu;intrusion or complex;REE mine, mineral deposit;China;Jiangxi;24.9715;115.6137;In Xunwu County.;supergene;ion adsorption, residual; ;REE; ; ; ; ;Deposit; ;bastnäsite, apatite, monazite, fergusonite, doverite;kaolinite, halloysite, apatite, zircon, tourmaline, fluorite;plagioclase, potassic feldspar, quartz, biotite;Quaternary(?);;Upper Jurassic;;alkaline granite porphyry, rhyolite flow and tuff;Heiling porphyry of Jilongzhang Formation;;;;"Yanshanian LREE-dominant mineralization in weathering profile of granite porphyry body that is about 4.1 km wide and 8.6 km long; weathered crust is 6–9 m thick on average and locally 28 m thick.";"Bao and Zhao (2008); Kamitani and others (2007); Sanematsu and Watanabe (2016); Zhang (1990)";;;;Producer;;;Zhang (1990);Production reported to contain 8.49-54.75 percent REE, >60% recovery of REE is reported.;;"1) 0.047-0.303; 2) 0.239 total resource";;;;;;;;;;;2) 1977;"1) Zhang (1990); 2) Xie and others (2016)";Not compliant;;China +277;5140;Helukou; ; ; ;district or area; ;China;Hunan;24.7181;111.4836;Estimated location, in Jianghua County.;alluvial placer; ; ;REE, Ti, Sn, Zr; ; ; ; ;Deposit;small deposit;fergusonite, xenotime;cassiterite, ilmenite, rutile, wolframite, zircon;;;;;;;;;;;;"Mindat.org (2013b); Xie and others (2016)";;;;Not known;;;;;;;;;;;;0.172 fergusonite total resource;;;;;1961;Xie and others (2016);Not compliant;50-150 g/m3 fergusonite;China +278;5141;Hetian; ; ; ;district or area; ;China;Fujian;25.6526;116.4339; ;supergene;supergene, ion adsorption; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Li and others (2013a);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +279;5142;Hezhou Jinguang; ; ; ;site(?);REE mine;China;Guangxi;24.404;111.596;Estimated location.;unclassified; ; ;REE; ; ; ; ;Deposit(?); ;;;;;;;;;;;;;Hezhou Jinguang Rare Earth;SNL Metals & Mining (2015);;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +280;5143;Hongge; ; ; ;intrusion or complex(?); ;China;Sichuan;26.719;101.9952;Uncertain location.;other igneous deposit;igneous; ;REE, Nb; ; ; ; ;Occurrence; ;;;;;251 Ma (K-Ar), 343 Ma (Rb-Sr);;;;;;;;;Yuán and Bái (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;China +282;5145;Hongshiquan;Hongquan; ; ;intrusion or complex; ;China;Gansu;38.532;102.717;Very generally estimated location.;alkaline igneous;alkalic igneous associated; ;U, REE; ; ; ; ;Occurrence; ;monazite, xenotime;uraninite, zircon, hematite, chlorite, molybdenite, pyrite, chalcopyrite, galena;microcline, quartz, plagioclase, muscovite;;;;;alaskite with xenoliths of metamorphic rock;;;;;Ores form elongate narrow bodies several tens of meters long and 2 m thick on average.;"Dahlkamp (2009); Nuclear Fuel Cycle and Materials Section (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +283;5152;Huangbu; ; ; ;district or area;ore field;China;Jiangxi;25.7729;114.5708;Uncertain location, see map in Wang and others (2013).;supergene;ion adsorption; ;REE; ; ; ; ;Deposit(?); ;;;;;165 Ma;Cretaceous;;syenite;;;;;;"He and others (2010); Wang and others (2013)";;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +284;5153;Huangcuo; ; ; ;district or area; ;China;Fujian;24.4167;118.2083;Offshore location.;shoreline placer;beach placer; ;REE; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, magnetite, zircon;;Quaternary;;;;;;;;;;Kamitani and others (2007);;;;Not known;;;;;;;;;;;;;;;;;;Kamitani and others (2007);Not compliant;Deposit is reported to contain 0.421 kg/m3 monazite and 0.014 kg/m3 xenotime.;China +285;5155;Huangli; ; ; ;district or area; ;China;Fujian;25.912;117.376;Very generally estimated location.;shoreline placer; ; ;Ti, REE; ; ; ; ;Occurrence; ;;ilmenite, zircon;;;;;;;;;;;;Xu and Tan (1994);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +286;5156;Huanglongpu;Xuanglongpu;includes 4 ore fields: Yuantou, Dashigou (Daxigou), Shijiawan, Taoyuan; ;intrusion or complex;deposit, Mo-Pb mine;China;Shaanxi;34.366;110.026;Location near town of Huanglong Pucun.;carbonatite;carbonatite-associated;vein, lens, stockwork, dike;Mo, Pb, REE;up to 1700 ppm; ;<1(?); ;Occurrence; ;bastnäsite, synchysite, monazite, xenotime, [yttrobetafite], allanite;barytocelestite, pyrite, galena, molybdenite, plumbodavidite, magnetite, apatite, thorite, brannerite, pyrochlore;calcite, microcline, pyrite, aegirine-augite, arfvedsonite, phlogopite, quartz;Upper Triassic;206 Ma (U-Pb, plumbodavidite, carbonatite);Upper Triassic;;carbonatite, aegirinolite, aegerine-syenite dikes;;Proterozoic Xiong'er Group metaspilite;;;"Dikes are up to 10–500 m long and 1–20 m thick; active Mo-Pb producer.";"Kynický and others (2011b); Kynický and others (2012a); Li and others (2012b); Mao and others (2011); Wang (1981); Xu and others (2010b); Xu and others (2010c); Yang and Woolley (2006); Yuán and Bái (2001)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +287;5159;Huashan; ; ; ;intrusion or complex; ;China;Guangxi;24.6;111.15; ;supergene;weathering residual, ion adsorption; ;REE, Sn, Zr, Ta, Nb, Be, W; ; ; ; ;Deposit; ;fergusonite, cerianite-(Ce), xenotime, monazite, apatite, gadolinite, titanite, allanite;cassiterite, ilmenite;quartz, plagioclase, biotite, potassic feldspar, (hornblende);Neogene–Quaternary;148 Ma (K-Ar);Upper Jurassic;;weathered biotite granite;;;;;;"Bao and Zhao (2008); Ishihara (1991); Kamitani and others (2007); Sanematsu and Watanabe (2016); Xie and others (2016); Yuán and Bái (2001); Zhang and others (1995)";;;;Not known;;;;;;0.1364 total resource;0.1–0.181;;;;;;;;;;1992;Xie and others (2016);Not compliant;;China +288;5160;Huayangchuan; ; ; ;intrusion or complex;deposit;China;Shaanxi;34.6667;110.1667; ;carbonatite;carbonatite-associated;vein, dike;Pb, U, Th, REE; ; ; ; ;Occurrence; ;bastnäsite, monazite, synchysite, xenotime, allanite;celestine, barite, strontianite, magnetite, pyrite, galena, apatite, zircon, thorite;calcite, quartz, microcline, aegirine-augite, arfvedsonite, phlogopite, quartz;Lower Jurassic;181 Ma (K-Ar, phlogopite);Lower Jurassic;;carbonatite, syenite;;Archean–Proterozoic gneiss, meta-andesite, quartzite, slate;fenitization;;;"Kynický and others (2012a); Xu and others (2010c); Yang and Woolley (2006); Yuán and Bái (2001)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +289;5164;Jianghua;Yongzhou; ; ;district or area; ;China;Hunan;25.1539;111.575;Estimated location in Jianghua County in Xiang River area.;supergene;supergene (ion adsorption); ;REE; ; ; ; ;Deposit(?);under development;;;;;;;;;;;;China Minmetals Corp.;;"China Minmetals Corp. (2015); InvestorIntel (2013a)";;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +290;5173;Jijie; ; ; ;intrusion or complex;deposit;China;Yunnan;23.25;103.25;Location in Panxi rift.;carbonatite;carbonatite-associated;vein;REE; ; ; ; ;Occurrence; ;;magnetite;olivine, pyroxene, nepheline;;;;;carbonatite, nepheline syenite, nepheline-aegerine rock, ijolite, melteigite;;;;;;"Campbell and others (2012); Kynický and others (2011a); Yang and Woolley (2006)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +291;5177;Jining; ; ; ;district or area; ;China;Nei Mongol;41.03;113.11; ;other igneous deposit;pegmatite; ;Be, REE; ; ; ; ;Showing; ;allanite(?);;;;;;;;;;;;;Lin and others (1995);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +292;5181;Juanshui; ; ; ;district or area; ;China;Hubei;29.1667;113.7083; ;alluvial placer; ; ;REE, Zr, GAR, Ti; ; ; ; ;Deposit;small deposit;monazite;zircon, garnet, rutile;;Quaternary;;;;;;;;;;"Kamitani and others (2007); Xie and others (2016)";;;;Not known;;;;;;;;;;;;;;1) 0.013937 total resource;;;1) 1960;"1) Xie and others (2016); 2) Kamitani and others (2007)";Not compliant;"1) 334-611 g/t monazite; 2) Reserves are reported to contain 502 g/m3 monazite.";China +293;5186;Keqikeguole; ; ; ;intrusion or complex;geologic deposit;China;Xinjiang;42.2167;82.4167; ;carbonatite;carbonatite-associated;dike;REE; ; ; ; ;Occurrence; ;;apatite, zircon, pyrochlore, magnetite,;calcite, feldspar, nepheline;Permian;279 ± 24 Ma (Pb-Pb, zircon);Permian;;;;alkaline basic rocks, nepheline syenite, peralkaline syenite, granite;;;;"Campbell and others (2012); Chen and others (2002); Kynický and others (2011a); Yang and Woolley (2006)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +294;5187;Keshubei; ; ; ;district or area;ore field;China;Guangdong;24.5838;116.1829;Uncertain location, see map in Wang and others (2013).;supergene;supergene (ion adsorption); ;REE; ; ; ; ;Occurrence; ;;;;;153–160 Ma;Cretaceous;;;;biotite adamellite;;;;"Wang and others (2013); Yang (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +295;5190;Koktokay No. 3;Koktogay; ; ;site(?); ;China;Xinjiang;47.206241;89.816123; ;other igneous deposit;granite pegmatite;pegmatite;MICA, Li, Be, Nb, Ta, Cs, Rb, Zr, Hf, REE(?); ; ; ; ;Occurrence(?); ;;spodumene, polylithionite-trilithionite, zircon, beryl, lithiophilite, sicklerite;microcline-perthite, quartz, albite, muscovite, tourmaline;Permian;;Permian;;granite pegmatite;;gabbro-diorite, (hornblende) metagabbro, amphibolite, schist;;;;"Chen and others (2002); Lin and others (1995); Wang and others (2009); Zagorsky and others (2003)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +296;5191;Kuertu; ; ; ;site; ;China;Xinjiang;46.7;89.2;Very generally estimated location in Fuyun County.;unclassified; ; ;REE, Nb; ; ; ; ;Showing; ;;;;;;;;;;;;;;Li (2012);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +297;5193;Kunyang; ; ; ;site(?); ;China;Yunnan;24.648;102.5801; ;phosphorite;phosphorite; ;P, REE; ; ; ; ;Deposit;small deposit;carbonate-rich apatite (collophane), monazite;carbonate-rich apatite (collophane), apatite, colomite, variscite;calcite, quartz (chalcedony) , glauconite, chlorite, clay;Lower Cambrian;;Lower Cambrian;;dolomitic phosphorite, shale;Zhongyicun Member of Yuhucun Formation;;;;"Phosphate mine; phosphorite is about 10 m thick and composed of 2 beds; oxidized surface material contains >30% P2O5 while primary ore runs 20–25% P2O5.";"British Sulphur Corp. Ltd. (1987); Li and others (1996); Wu and others (1996); U.S. Geological Survey (2013)";1934;;;Not known;;;;Production reported to have started in 1965.;;;>0.05;;;;;;;;;8–25% P2O5;;Wu and others (1996);Not compliant;;China +298;5194;Kuoketagexi; ; ; ;intrusion or complex; ;China;Xinjiang;41.167;88.583;Estimated location based on Chen and others (2002).;alkaline igneous;alkalic igneous associated; ;REE, Nb, Ta, Zr; ; ; ; ;Occurrence; ;;;;Permian;249 ± 15 Ma (Rb-Sr, whole rock);Permian;;syenite;;;;;;"Chen and others (2002); Li (2012)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +299;5195;Kuoshibulake;Yuli; ; ;intrusion or complex;vermiculite mine;China;Xinjiang;40.6;77.3;Estimated location based on Chen and others (2002).;alkaline igneous;alkalic igneous associated, hydrothermal;pegmatite(?);REE, VRM; ; ; ; ;Showing; ;;vermiculite;;Permian;;Permian;;;;;carbohydrothermal alteration;;2.433 percent TREO reported.;"Chen and others (2002); Li (2012); Woolley and Kjarsgaard (2008); Xie and others (2016)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +300;5196;Kurti; ; ; ;site; ;China;Xinjiang;47;89.167;Estimated location based on Chen and others (2002).;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Chen and others (2002);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +301;5200;Laisi-Xuehan; ; ; ;district or area; ;China;Guangdong;24;114.3333; ;supergene;weathered residual, alluvial placer; ;REE, Zr; ; ; ; ;Deposit(?); ;xenotime, monazite;zircon;;Neogene–Quaternary;;;;;;;;;;Kamitani and others (2007);;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +302;5201;Lala; ;includes Luodang, Luodong, Huidong, Lijiacun, Shilong; ;district or area;geologic deposit;China;Sichuan;26.218;101.9682; ;hydrothermal Fe-oxide deposit ± Cu, Au;IOCG, hydrothermal, metamorphic;lens, vein;Fe, Cu, Au, Ag, Co, Mo, U, REE; ; ; ; ;Deposit; ;allanite, uraninite, monazite, xenotime, bastnäsite, churchite, parisite, apatite;magnetite, chalcopyrite, pyrite, bornite, molybdenite, cobaltite, pyrrhotite, native gold, native silver, chalcocite, titanite, fluorite;albite, ankerite, calcite, siderite, biotite, quartz, fluorite, muscovite (sericite), almandine, potassic feldspar;Proterozoic;1290 ± 38 Ma (Re-Os, chalcopyrite);Paleoproterozoic;;metavolcanic rocks-spilite, keratophyre, keratophyre volcaniclastic rock, magnetic quartzite, mica schist, marble;Luodang Formation of Hekou Group;gabbro, lamprophyre and felsic dikes;hydrothermal, metamorphic;;REE content is reported to be highly variable by Chen and Zhou (2012) and range from 110-7,700 ppm.;"Chen and Zhou (2012); Li and others (2002); Zhu and Sun (2013)";;;;No production(?);;;;;>200;;0.25;;;;;;;;;13% Fe, 092% Cu, 0.018% Mo, 0.022% Co, 0.16 ppm Au;pre-2002(?);Chen and Zhou (2012);Not compliant;;China +303;5203;Lanshan area; ; ; ;district or area; ;China;Hunan;25.281;112.189;Estimated location.;supergene;supergene, ion adsorption; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;"Zhang (1994); Zhang (1996)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +304;5209;Lapeiquan; ; ; ;site; ;China;Xinjiang;39.25;92.25;Estimated location based on Chen and others (2002).;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Li (2012);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +305;5217;Lijiahe; ;includes: Lijiahe, Maopingzi, Daya; ;intrusion or complex; ;China;Sichuan;32.4667;106.6667; ;carbonatite;carbonatite-associated;bedded or layered;Fe, REE, Nb; ; ; ; ;Occurrence; ;allanite, bastnäsite, monazite;magnetite, siderite, rhodochromiteosite, barytocalcite, ilmenite, columbite;calcite, dolomite, biotite, chlorite, amphibole, potassic feldspar;;;;;carbonatite;;metasediments, Lower Proterozoic Huodiya Group volcanic rocks;;;Carbonatite body at Lijiahe is 280 m wide and more than 1 km long.;"Kynický and others (2011a); Yang and Woolley (2006)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +306;5220;Linjiang;Dalizi; ; ;district or area; ;China;Jilin;41.7875;126.8347;Estimated location.;sedimentary;sedimentary, iron formation;stratiform oolitic, massive;Mn, REE, Fe; ; ; ; ;Occurrence; ;hematite, monazite, xenotime;siderite, rhodochrosite, chamosite, hematite;;Neoproterozoic;;Neoproterozoic;;ferromanganous carbonate, iron formation;Diaoyutai Formation;;;;;Qiu and others (1983);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +307;5225;Liuwei; ; ; ;site(?); ;China;Guangdong;20.5504;110.4802;Disturbed ground new Liuwei.;placer of unknown origin;; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;rutile, ilmenite, zircon;;;;;;;;;;;;Xu and Tan (1994);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +308;5226;Lixian; ; ; ;intrusion or complex; ;China;Gansu;33.9167;104.8667; ;carbonatite;carbonatite-associated; ;REE; ; ; ; ;Occurrence; ;;apatite;calcite, pyroxene, nepheline, phlogopite;Miocene;22-23 Ma;Miocene;;volcanic carbonatite lapilli tuff, ignimbrite, and lava, leucitite;;kamafugite;;;Carbonatite bodies are >95% calcite.;"Campbell and others (2012); Kynický and others (2011a); Woolley and Church (2005); Yang and Woolley (2006)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +309;5227;Lizhuang;Lizhang; ; ;intrusion or complex; ;China;Sichuan;28.1624;101.8543;Location in Panxi rift.;carbonatite;carbonatite-associated;banded or laminated, lens, stockwork;REE; ; ; ; ;Occurrence; ;bastnäsite;fluorite, barite;calcite, microcline, aegirine-augite, quartz, arfvedsonite, biotite;Miocene or Oligocene;;Miocene or Oligocene;;nordmarkite, syenite, carbonatite;;Mianning granite;fenitization;;"1.05–6.69% REO (Hou and others, 2009); deposit consists of multiple small lenses and stockwork ores in the carbonatite sill and nordmarkite stock.";"Hou and others (2009); Niu and others (2003); Tian and others (2005a); Xie and others (2006); Xu and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +310;5231;Longnan; ;includes Dongjiang, Fukeng, Guanxi, Huangsha, Lintang, Liren, Wenlong; ;district or area;REE mines, mineral deposit;China;Jiangxi;24.8841;114.815;Estimated location. Alternate location 24.8401,114.8161.;supergene;supergene, residual, ion adsorption; ;REE;HREO forms 85% of TREO. Y2O3 forms 60% of TREO and DyO3 about 7%.;LREO form 7% of TREO; ;MREO form 8% of TREO;Deposit; ;kaolinite, halloysite, xenotime, monazite, doverite, gadolinite, chernovite-(Y), montmorillonite, aeschynite-(Y), fergusonite, halloysite(?);kaolinite, halloysite, montmorillonite, zircon, apatite, fluorite, gibbsite, pyrochlore, columbite, gibbsite;plagioclase, quartz, potassic feldspar, muscovite, vermiculite, chlorite;;127.7 ± 3.0 Ma (Rb-Sr);Jurassic–Lower Cretaceous;;granite;Zudong granite, Guanxi granite;felsic volcanics of the Upper Jurassic Shetianqiao Group;hydrothermal, albitization, muscovitization, fluoritization, carbonatization;;"Rare earths occur in the weathering profile of the granite; weathering crust averages about 10 m thick, but is up to 29 m thick locally; Zudong granites contain up to 1228 ppm";"Bao and Zhao (2008); Sanematsu and Watanabe (2016); Wu and others (1990)";;;;Producer;;;;47 to ~100 percent of TREE recoery is reported.;;0.037 reserve;0.09;;;;;;;;;;;Chi and others (2013);Not compliant;;China +311;5234;Longtang; ; ; ;district or area;prospecting license area;China;Jiangxi;24.9;115.2;Estimated location.;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;SNL Metals & Mining (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;China +312;5237;Lufang; ; ; ;district or area; ;China;Guizhou;26.8326;104.024;Estimated location in Weining County.;supergene;weathered basalt, weathering crust, ion adsorption; ;REE;depleted;LREE>>HREE; ; ;Occurrence; ;kaolinite;kaolinite;;;;Upper Permian;;weathered basalt, kaolinite mudstone;Emeishan basalt;;Longtan Formation mudstone;;;Yang and others (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;China +313;5238;Luku;Honge; ; ;intrusion or complex; ;China;Sichuan;26.62;101.98;Estimated location.;alkaline igneous;pegmatite, other; ;Fe, Ti, V, Ni, Cu, Co, REE; ; ; ; ;Occurrence; ;fergusonite, monazite, allanite, britholite, chevkinite, fersmite, cerite, cheralite;magnetite, titanifeous magnetite, ilmenite, sulfide minerals, rutile, pyrochlore, zircon, cherkinite, perovskite, titanite;olivine, plagioclase, arfvedsonite, aegerine, astrophyllite, kaersutite, wodanite;;263 Ma (K-Ar);Upper Permian;;alkali syenite, basic and ultrabasic rocks;;marble;;;;"Lin and others (1995); Wang and Zhou (2013); Yuán and Bái (2001)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +314;5239;Luodang; ; ;Lala;site; ;China;Sichuan;26.2276;101.9529; ;hydrothermal Fe-oxide deposit ± Cu, Au;IOCG;lens, vein;Fe, Cu, Au, Ag, Co, Mo, U, REE; ; ; ; ;Occurrence(?); ;;;;Mesoproterozoic;1290 ± 38 Ma (Re-Os, chalcopyrite);Mesoproterozoic;;albitite, schist, quartzite;Luodang Formation of Hekou Group;gabbro, lamprophyre and felsic dikes;biotitization, silicification, carbonatization, albitization, K-feldspathization, apatitation, actinolitation, fluoritization;;"This part of the Lala deposit is composed of 32 orebodies; with the 5 main bodies composing 97 percent of the reserves.";Zhu and Sun (2013);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +315;5242;Lushui; ; ; ;site;Fe deposit;China;Hunan;26.9417;113.5333;Estimated location.;unclassified;Fe deposit; ;Fe, REE; ; ;LREE/HREE = 5.3; ;Showing; ;;hematite, magnetite;calcite, dolomite, kaolinite, quartz;Devonian;;;;;;;;;;Tu and others (1985);;;;No production;;;;;;;;;;;;;;;;;;;;;China +316;5244;Madianhe; ; ; ;district or area; ;China;Guangdong;21.5149;111.3852; ;shoreline placer;beach placer, sedimentary; ;REE, Ti, Zr, Sn; ; ; ; ;Deposit;small deposit;monazite, xenotime;ilmenite, rutile, cassiterite;;Neogene–Quaternary;;;;;;;;;;"Kamitani and others (2007); Wen (1998); Xie and others (2016)";;;;Byproduct producer(?);;;;;;;;;;;;0.001069 xenotime resource;;;;;1973;Xie and others (2016);Not compliant;111-133 g/m3 xenotime, 90-350 g/m3 monazite;China +317;5245;Mageng;Magang; ; ;district or area; ;China;Hubei;29.4288;114.4743;Estimated location.;alluvial placer; ; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;Wen (1998);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +318;5246;Maidi; ; ; ;intrusion or complex;geologic deposit;China;Sichuan;28.3425;101.9014;Estimated location based on Wang and others (2001a).;alkaline igneous;alkalic igneous associated; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Xie and others (2005); Xie and others (2006)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +319;5249;Mantoushan; ; ; ;district or area; ;China;Guangdong;23.6637;116.1112; ;supergene;weathered residual; ;REE; ; ; ; ;Deposit(?); ;;;;Neogene–Quaternary;;;;;;;;;;Kamitani and others (2007);;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +320;5251;Maomaogou; ; ; ;intrusion or complex; ;China;Sichuan;27.0227;102.2178;Estimated location based on Liu and others (2004).;alkaline igneous;alkalic igneous associated; ;REE; ; ;>1; ;Occurrence; ;;zircon;microcline, albite, nepheline, hedenbergite, biotite;Upper Triassic;;;;syenite, nepheline syenite, gabbro, nordmarkite;;;;;;"Liu and others (2004); Zhang and others (1995)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +321;5252;Maoniuping; ;includes Sanchahe (northern section) and Baozicun (southern section).;Mianning;intrusion or complex;REE mine;China;Sichuan;28.4536;101.9803;Pit visible on Google Earth.;carbonatite with residual enrichment;carbonatite-associated, supergene (residual);pegmatitic, sill, vein, stockwork;REE, Ba, Sr, F, Pb, Mo, Ag, Th; ;dominant; ; ;Deposit; ;bastnäsite, chevkinite, parisite, bunsenite, cerianite-(Ce), REE-bearing titanite, britholite, zircon, aeschynite, monazite, bunsenite, allanite, xenotime;barite, molybdenite, fluorite, celestine, pyrochlore, zircon, pyrite, galena, columbite, thorite, Mn-pectolite, aenigmatite;calcite, quartz, aegerine, biotite, epidote, albite, orthoclase, microcline, arfvedsonite, pectolite;Paleogene;27.8–40.3 Ma (K-Ar, arfvedsonite, biotite);Paleogene;;syenite, carbonatite, granite, rhyolite;;granite, rhyolite;fenitization, hydrothermal, K and Na metasomatism;Sichuan Jiangxi Copper Rare Earth Co. Ltd.;"Mineralized area is about 10 km long and 200–600 m wide, has >100 identified ore bodies, and is divided into 3 sections; the Sanchahe (north) and Baozicun (south) sections are poorer in REE than the middle Maoniuping section: ore types: fluorite-barite";"Chi and others (2001); Hou and others (2009); Huang and others (2006); Kamitani and others (2007); Kynický and others (2012a); Niu and others (2003); Pirajno (2013); Verplank and others (2016); Wang and others (2001a); Watanabe (2010); Woolley and Kjarsgaard (2008); Wu and others (1996); Xie and others (2005); Xie and others (2006); Xu and others (2003a); Xu and others (2003b)";;;;Producer;;;;Production reported to have started in 1980s.;;"1) estimated at >1.45: 2) 1.2; 3) 3.17 resource";"2) 2.90; 3) 2.95";;;;;;;;;;3) 2010;"1) Xu and others (2008a); 3) Pirajno (2013); 3) Verplank and others (2016)";Not compliant;;China +322;5253;Mashan; ; ; ;intrusion or complex; ;China;Guangxi;22.717;109.55; ;carbonatite;carbonatite-associated; ;REE; ; ; ; ;Occurrence; ;;;feldspar, pyroxene, olivine;;;;;calcite carbonatite, syenite, basalt;;;;;;"Campbell and others (2012); Kynický and others (2011a); Yang and Woolley (2006)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +323;5254;Mayida; ; ; ;intrusion or complex; ;China;Xinjiang;42.04;81.94;Very generally estimated location in Baicheng County.;alkaline igneous;alkalic igneous associated;pegmatite;REE, Nb, Ta, Zr, SOD; ; ; ; ;Occurrence; ;allanite;polylithionite-trilithionite, elbaite, beryl, corundum, microcline (amazonite), topaz;;Neoproterozoic;;Neoproterozoic;;;;;;;;"Chen and others (2002); Li (2012)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +324;5255;Maza'ertage;Xiaohaizi; ; ;district or area; ;China;Xinjiang;39.75;78.917;Estimated location based on Chen and others (2002).;carbonatite;carbonatite-associated(?);dike;REE; ; ; ; ;Occurrence; ;;;;Carboniferous;;;;;;;;;;Chen and others (2002);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +325;5257;Mengku; ; ; ;site; ;China;Xinjiang;47.167;89.417;Estimated location based on Chen and others (2002).;unclassified;not classified; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Chen and others (2002);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +326;5258;Mengwang; ; ; ;district or area; ;China;Yunnan;22.2917;100.4833; ;alluvial placer(?); ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;zircon, ilmenite, rutile;;Quaternary;;;;;;;;;;"Kamitani and others (2007); Wen (1998); Xie and others (2016)";;;;Producer(?);;;;;;;;;;;;;;"1) 0.0169 reserve; 2) 0.0126 resource";;;2) 1963;"1) Kamitani and others (2007); 2) Xie and others (2016)";Not compliant(?);"1) 750 g/t monazite; 2) 620 g/m3 monazite";China +327;5259;Mianning; ;includes: Taihe, Dukou, Hongge, Mopanshan, Mosaying, Cida, Miyi, Maoniuping, others; ;district or area;deposit;China;Sichuan;28.5702;102.0535;"Location within area of Mianning granite; Latitude and Longitude are for Mianning population center.";alkaline igneous;alkalic igneous associated; ;REE; ; ; ; ;Deposit; ;bastnäsite, parisite, monazite, fluorapatite, xenotime, allanite, titanite, apatite, aeschynite, chevkinite, samarskite;barite, fluorite, celestine, pyrochlore , garnet, magnetite, ilmenite, columbite, zircon, sulfides (Pb, Mo, Ag);calcite, aegerine, feldspar;;12. Ma (U-Pb) - 27.8 Ma (K-Ar);;;aegirine alkaline granite;;;;Advanced Material Resources;At Wutoushan Mountain.;"Zhang and others (1995); Wu and others (1996); Xu and others (2007)";;;;Producer;;;;;;;;;;;;;;;;;;;;;China +328;5260;Miaoya;Zhushan; ; ;intrusion or complex; ;China;Hubei;32.2503;110.2006; ;carbonatite with residual enrichment;carbonatite-associated, supergene (residual); ;REE, Nb; ; ; ; ;Deposit; ;fluorapatite, monazite, Nb-aeschynite, bastnäsite, parisite, fersmite, synchysite, allanite, perovskite, fergusonite, burbankite, parisite;apatite, pyrite, Nb-rich rutile, pyrochlore, fluorite, Nb-bearing rutile, columbite;calcite, Fe-dolomite, ankerite, biotite, microcline;Permian–Middle Triassic;231-278 Ma, 255 Ma (U-Pb);Permian–Middle Triassic;;carbonatite, ankerite carbonatite, sövite, alvikite, syenite;;syenite;;;"Syenite-carbonatite complex intruding Late Proterozoic metavolcanics and Devonian carbonaceous schist; carbonatite bodies are lens-shaped.";"Kamitani and others (2007); Kynický and others (2012a); Kynický and others (2013); Wen (1998); Wu and others (1996); Xie and others (2016); Xu and others (2010a); Yang and Woolley (2006); Yuán and Bái (2001); Zhang and others (1995)";;;;No production;;;;;1) 1.21;2) 0.393 total resource;"1) 1.72; 2) 1.5";;;;;;;;;;2) 1981;"1) Xu and others (2010a); 2) Xie and others (2016)";Not compliant;;China +329;5262;Miyi; ; ; ;intrusion or complex; ;China;Sichuan;26.883;102.067;Estimated location.;alkaline igneous;alkalic igneous associated; ;REE, Zr, Fe, Ti, V; ; ; ; ;Occurrence; ;fergusonite, samarskite;zircon;arfvedsonite, aegerine, quartz, biotite;Permian;260 ± 2 Ma;Permian;;syenite, arfvedsonite syenite, arfvedsonite granite;Dechang intrusion;;albitization, riebeckitization;;;"Lin and others (1995); Zhou and others (2005)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +331;5265;Moshikeng; ; ; ;site; ;China;Guangdong;23.367;116.259;"Estimated location; Latitude and Longitude are for the town of Moshikeng.";unclassified; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Wen (1998);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +332;5266;Mulantou; ; ; ;site;site;China;Hainan;20.1471;110.6855;Estimated location on Mulantou Cape.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon;quartz, feldspar;Quaternary(?);;;;beach and dune sand;;;;;;Martini and others (2006);;;;Producer;;;;;;;;;;;;;;;;;;;;;China +333;5267;Muluo;Muluozhai;Diaoloushan, Zhengjialiangzi; ;intrusion or complex;geologic deposit;China;Sichuan;28.3558;101.8222; ;carbonatite;carbonatite-associated;banded or laminated, lens, veinlet;REE; ; ; ; ;Deposit; ;bastnäsite;fluorite, barite;calcite, feldspar, quartz, mica, aegirine-augite;Miocene;;Oligocene–Miocene;;nordmarkite, carbonatite,;;granite;hydrothermal, sericitization, pyritization, baritization, carbonatization, fenitization;;;"Tian and others (2005b); Hou and others (2009); Pirajno (2013); Xie and others (2006); U.S. Geological Survey (2013)";;;;Producer;;;;;;1) 0.45;1) 3.97%;2) 1.44–1.70% Ce2O3;;;;;;;;;2) ~1994;"1) Hou and others (2009); 2) U.S. Geological Survey (2013)";Not compliant(?);2) 0.019536 Ce2O3;China +334;5270;Nalati; ; ; ;district or area;metallogenic belt;China;Xinjiang;42;83; ;unclassified; ; ;Cu, Pb, Zn, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;SNL Metals & Mining (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;China +335;5271;Namjagbarwa; ; ; ;intrusion or complex;geologic deposit;China;Xizang;29.5;95; ;carbonatite;carbonatite-associated;dike;REE; ; ; ; ;Occurrence; ;;apatite, ilmenite, pyrite, pyrrhotite, celestine, strontianite;olivine, spinel, astrophyllite, garnet, phlogopite, magnesite;Neogene;;Neogene;;;;;;;Two dikes.;"Kynický and others (2011a); Yang and Woolley (2006)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +336;5274;Nanjing; ; ; ;site(?); ;China;Jiangsu;32.114;118.773;Estimated location near town of Mufushan;phosphorite;phosphorite; ;P, REE; ; ;~0.8; ;Occurrence; ;;apatite;;;;Cambrian;;dolomite, siliceous dolomite;Mufushan Formation;;;;Phosphate concretions and nodules formed in shallow water of a gentle ramp slope environment.;Chen and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;China +337;5277;Nanshanhai; ; ; ;district or area; ;China;Guangdong;21.6244;111.7194; ;shoreline placer;beach placer, sedimentary; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, rutile, cassiterite;quartz;Neogene–Quaternary;;;;;;;;State-owned;Deposit and processing plant. Probably mixed beach and river placers on coastal plain.;"Chi and others (2001); ESCAP and ABMRGG (1988); Gupta and Krishnamurthy (2005); Hedrick and Templeton (1991); Kamitani and others (2007); Wen (1998); Roskill Information Services (1988); Towner (1992); Xu and Tan (1994)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;China +338;5278;Nanshanxia; ; ; ;district or area;geologic deposit;China;Guangdong;24.7999;115.8584; ;supergene;ion adsorption; ;REE; ; ; ; ;Deposit; ;;;;;;;;;;;;;;Wen (1998);;;;Producer(?);Producer or past producer.;;;;;;;;;;;;;;;;;;;;China +339;5283;Nianzishan; ; ; ;intrusion or complex;deposit;China;Heilongjiang;47.5259;122.8895;Uncertain location near town of Nianzishan.;alkaline igneous; ; ;Nb, REE; ;LREE enriched; ; ;Occurrence; ;;;;;123 Ma (K-Ar);Lower Cretaceous;;riebeckite granite;;granite;;;;"Yuán and Bái (2001); Zhao and Zhou (1997)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +340;5286;Niuling'ao; ; ; ;site; ;China;Jiangxi;25.6567;114.4667;Estimated location for Niuling granite.;other igneous deposit;greisen, dike;dike;Ta, REE, Sn;Y is dominant REE; ; ; ;Occurrence; ;formanite-(Y);;;;;;;granite;;;;;;"Lin and others (1995); Zhang and others (1995)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +341;5291;Panzhihua; ; ; ;intrusion or complex; ;China;Sichuan;26.62;101.7291;Located on pit N of Jinsha River near town of Panshihua.;alkaline igneous;alkalic igneous associated;sill;Fe, Ti, V, REE; ;dominant; ; ;Occurrence; ;monazite;zircon, apatite, magnetite, ilmenite, titanite, graphite;feldspar, quartz, amphibole, diopside, biotite, aenigmatite;Permian;263 ± 3 Ma;Permian;;gabbro, brucite marble;;;;;;"Ganino and others (2013); Munteanu and others (2013); Niu and others (2003); Shellnutt and Iizuka (2011); Zhou and others (2005)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +342;5293;Pingba; ; ; ;site;REE mine(?);China;Guizhou;26.43;106.3674;Estimated location based on Feng and others (2011).;supergene; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;weathered dolomite, laterite;;dolomite;;;"Concentration of REE at ""weathering frontier"" is reported to be high, as much as 3 percent or more.";"Feng and others (2011); Wang and others (2001b)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +343;5294;Pinghe; ; ; ;intrusion or complex;mineral deposit;China;Sichuan;32.45;106.717; ;carbonatite;carbonatite-associated;dike, lens;REE; ; ; ; ;Occurrence; ;;;;;;;;calcite carbonatite;;jacupirangite, ijolite, urtite, nepheline syenite, alkaline syenite, diorite, granite;;;Approximately 19 carbonatite dikes are known in this intrusive complex.;"Campbell and others (2012); Kynický and others (2011a); Yang and Woolley (2006)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +344;5295;Potou; ; ; ;district or area;ore field;China;Jiangxi;28.7882;116.6225;"Estimated location near Potou Lake; see map in Wang and others (2013).";supergene;ion adsorption; ;REE; ; ; ; ;Occurrence; ;apatite, monazite, trace xenotime, fergusonite;;potassic feldspar, plagioclase, trace fluorite;Upper Jurassic;186 Ma;Cretaceous;;granite porphyry;;moyite/feldspar granite;;;;Wang and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;China +345;5297;Puzhai; ; ; ;district or area; ;China;Guangdong;23.6333;116.1667; ;supergene;weathered residual; ;REE; ; ; ; ;Deposit(?); ;;;;Neogene–Quaternary;;;;;;;;;;Kamitani and others (2007);;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +346;5301;Qieganbulake;Yuli, Kuruktag; ; ;intrusion or complex; ;China;Xinjiang;41.225;87.5717; ;carbonatite;carbonatite-associated, mafic-ultramafic-carbonatite complex;dike;VRM, P, REE; ; ; ; ;Occurrence; ;monazite;vermiculite, titanifeous magnetite, apatite, ilmenite, baddeleyite, pyrochlore, zircon;phlogopite, diopside;Neoproterozoic;862 ± 0.12 Ma (U-Pb, zircon);Neoproterozoic;;pyroxenite, carbonatite, alkaline dunite;;Lower Proterozoic Dagelabkebulake Group gneiss and amphibolite;hydrothermal;;"Igneous complex is about 4 km by 800 m; more than 10 carbonatite dikes have been found in the complex; vermiculite producer.";"Chen and others (2002); Pirajno (2013); Sun and others (2005); Yang and Woolley (2006); Ye and others (2013)";late 1980's;;;Not known;;;;;;;;;;;;;;;;;;;;;China +347;5307;Qingyuan; ; ; ;district or area; ;China;Guangdong;23.7;113.033;Estimated location.;supergene;ion adsorption; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;Hedrick and Templeton (1991);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +348;5309;Qinzhou;Qinxian; ; ;district or area; ;China;Guangxi;21.9444;108.5723; ;alluvial placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, zircon;;;;;;;;;;State-owned;Deposit with processing plant. Deposit type classification is uncertain.;"Hedrick and Templeton (1991); ESCAP and ABMRGG (1988)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +349;5310;Quyang; ; ; ;district or area;bauxite deposit;China;Guangxi;23.256;106.3104;Approximate center of area shown in Wang and others (2010).;bauxite;karst bauxite, laterite;stratiform;Al, REE; ; ; ; ;Occurrence; ;parisite, churchite;;;Permian;;Permian;;carbonate rocks;;;;;Bauxite is 2–5 m thick and enriched in Ce relative to source rocks.;Wang and others (2010);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +350;5312;Renju;Renju-Huanshe, Pingyuan; ; ;district or area; ;China;Guangdong;24.8267;115.8736; ;supergene;weathered residual, ion adsorption; ;REE; ; ;0.78-18.05;175.1-771.91;Deposit; ;;fluorite;potassic feldspar, plagioclase, Na-feldspar;Neogene–Quaternary;;Upper Jurassic;;weathered biotite granite;;;;Pingyuan Huaqi Rare Earth Industrial Co., Ltd. (2013);;"Chen and Yu (1994); Hedrick and Templeton (1991); InvestorIntel (2013a); Kamitani and others (2007); Sanematsu and Watanabe (2016); Wang and others (2013); Xie and others (2016)";;;;No production(?);Under development.;;;;;0.0119 total resource;0.173;;;;;;;;;;2004;Xie and others (2016);Not compliant;;China +351;5313;Rongnan;Ganzhou; ; ;district or area;district or area;China;Jiangxi;28.822;115.428;Estimated location.;supergene;ion adsorption; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;Ganzhou Rare Earth Mineral Industry Co., Ltd. (2013);;InvestorIntel (2013a);;;;No production(?);Under development.;;;;;;;;;;;;;;;;;;;;China +352;5314;Rucheng area; ; ; ;district or area;district or area;China;Guangdong;22.552;113.671;"Offshore location; estimated location in Rucheng County.";supergene;ion adsorption; ;REE; ; ; ; ;Deposit(?); ;;;;;;;;;;;;;;"Zhang (1994); Zhang (1996)";;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +353;5315;Ruyuan; ; ; ;district or area; ;China;Guangdong;24.878;113.188;Estimated location in Ruyuan County.;supergene;ion adsorption; ;REE; ; ; ; ;Deposit; ;;;;;;;;;;;;;Wuyi magmatic arc.;"Hedrick and Templeton (1991); Wang and others (2012)";;;;Producer;;;;;;;;;;;;;;;;;;;;;China +354;5316;Sai-Lao;Shalao, Quoinghi; ; ;district or area; ;China;Hainan;19.2497;110.5995; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, anatase, cassiterite, magnetite, chromite;quartz, tourmaline;;;Cenozoic;;;;;;Guangdong Metallurgical Industries Bureau;"Deposit and processing plant; deposit mined by commune farmers.";"ESCAP and ABMRGG (1988); Hedrick and Templeton (1991); Towner (1992); Towner and others (1988); Wu and others (1996); U.S. Geological Survey (2013)";pre-1940;;;Not known;;;;First production reported in 1958.;;;170. indicated;;;;;;;0.002539 measured;;;1982;ESCAP and ABMRGG (1988);Not compliant;"0.74 Mt ilmenite and 0.067 Mt zircon, measured; deposit contains 0.56–.38 percent monazite.";China +355;5317;Saima; ; ;Fengcheng complex(?);intrusion or complex; ;China;Liaoning;40.968;124.5416;"Estimated location based on map in Wu and others (2005); Latitude and Longitude are for the town of Saima.";alkaline igneous;alkalic igneous associated, skarn; ;U, Th, REE; ; ; ; ;Occurrence; ;titanite, apatite, rinkite, pyrochlore, [wudjavrite], mosandrite, loparite-(Ce), eudialyte, hezuolinite;catapleite, strontianite, U-pyrochlore, pyrochlore , fluorite, uranothorite, uraninite (pitchblende), aldanite, apatite, ilmenite, zircon, titanite, lamprophyllite;arfvedsonite, phlogopite, feldspar, nepheline, biotite, aegerine, cancrinite, natrolite, microcline, pectolite, zeolite;Triassic;217–245 Ma;Triassic;;aegerine nepheline syenite, syenite, phonolite;Fengcheng alkaline complex;carbonate rock;hydrothermal, metasomatic, fenitization;;"Significant U, Th, Nb potential; 0.3–4.5% TREO.";"Dahlkamp (2009); Wu and others (1996); Wu and others (2005); Yang and others (2012); Zhang and others (1995); Zhao and Zhou (1997)";1958;;;Not known;;;;;;;;;;;;;;;;;;;;;China +356;5318;Sanchahe; ; ;Mianning;intrusion or complex(?);REE mine;China;Sichuan;28.4875;101.9739; ;carbonatite; ; ;REE; ;LREE dominant; ; ;Deposit; ;;;;;;;;;;;;;;"Xie and others (2016); U.S. Geological Survey (2013)";;;open pit;Producer;;;;;;0.00618 total resource;1.86;;;;;;;;;;2009;Xie and others (2016);Not compliant;;China +357;5320;Sanlangyan; ; ; ;site; ;China;Hunan;29.65;112.783;"Estimated location; Latitude and Longitude are for the town of Sanlangyan.";unclassified; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Wen (1998);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +358;5322;Shalao;Tanmen; ; ;district or area;mine;China;Hainan;19.3374;110.667; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, zircon, rutile, chromite;;;;Upper Pleistocene;;;Basuo Formation;;;;"Basuo Formation is 5–0 m thick rec, quartzose sand and sandy gravel rich in heavy minerals on the second terrace; ore bodies are 1–6 m thick; deposit contains an estimated 0.884 Mt ilmenite + 0.072 Mt rutile.";"Wen (1998); Martini and others (2006); Xu and Tan (1994)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +359;5325;Shangrao; ; ; ;site(?); ;China;Jiangxi;28.45;117.967;Estimated location.;phosphorite;phosphorite; ;P, REE; ; ;~0.8; ;Occurrence; ;;;;Lower Cambrian;;Lower Cambrian;;gray to black shale, dolomicrite, phosphate rock;;;;;Phosphate concretions and lenses formed in an upper slope environment.;Chen and others (2013);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +360;5329;Shawei; ; ; ;district or area; ;China;Guangdong;23.25;114.65;Estimated location.;supergene;weathering residual, residual kaolinite; ;KAO, Ta, REE, Nb; ; ; ; ;Deposit; ;monazite, xenotime;kaolinite, halloysite, gibbsite;muscovite (illite), quartz, feldspar;;;;;monzonitic granite;;;albitization, muscovitization;;;"Kamitani and others (2007); Xie and others (2016); Zhou (1990)";;;;Byproduct producer(?);;;;;;;;;;;;0.001674 xenotime resource;;0.000487 resource;;;;Xie and others (2016);Not compliant;;China +361;5331;Shaxiongdong; ; ; ;intrusion or complex; ;China;Hubei;31.8333;110.3333; ;carbonatite;carbonatite-associated;lens, dike;Nb, REE; ; ; ; ;Occurrence; ;burbankite, bastnäsite, parisite, ancylite, khanneshite, cordylite;apatite, pyrochlore;calcite, aegerine, biotite, albite;;"305 Ma (Rb-Sr, biotite, apatite, whole rock); 225 Ma (K-Ar, biotite)";Lower Cambrian;;carbonatite, amphibolite, syenite;;Middle Proterozoic Wudang Group schist;;;"Mineralized area is approximately 750 by 230 m; carbonatite is present as lens-shaped bodies and dikes.";"Kynický and others (2011a); Yang and Woolley (2006)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +362;5333;Shengtieling; ; ; ;site(?);deposit;China;Liaoning;40.74;123.25;Estimated location for town of Shengtieling.;unclassified;meta-volcanosedimentary, banded iron formation;banded or laminated, massive;Fe, Ba, REE; ;dominant;>10; ;Occurrence; ;monazite;magnetite, barite;biotite, quartz;Paleoproterozoic;1866 Ma (U-Th-Pb);Paleoproterozoic;;gneiss;Li'eryu Formation;;hydrothermal;;"Deposit has also been reported to be Archean in age; Qiu and others (1983) report up to 3.5% REO content in monazite-biotite-barite-magnetite ore.";"Qiu and others (1983); Wu and others (1996); Yuán and Bái (2001)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +363;5334;Shenjipin; ; ; ;district or area; ;China;Chongqing;29.2038;107.7627;Estimated location.;bauxite;supergene, karst bauxite, laterite; ;Al, REE; ; ; ; ;Occurrence; ;synchysite, cerianite-(Ce), churchite, bastnäsite;diaspore, boehmite, kaolinite, muscovite (illite), hematite, gibbsite, chlorite, goethite, pyrite, anatase, zircon, rutile, thorite;calcite, quartz, feldspar, limonite, dolomite;;;Middle Permian;;bauxite, limestone;Liangshang Formation;;;;;Li and others (2012c);;;;No production(?);;;;;;;;;;;;;;;;;;;;;China +364;5338;Shijiawan;Shijiawan I and II; ;Huanglongpu;intrusion or complex; ;China;Shaanxi;34.3484;110.0287;Location estimated from sketch in Mao and others (2011).;carbonatite;carbonatite-associated;dike, disseminated, stockwork;Mo, Pb, REE; ; ; ; ;Deposit(?); ;bastnäsite, synchysite, monazite, xenotime, [yttrobetafite], allanite;barytocelestite, pyrite, galena, molybdenite, plumbodavidite, fluorite, magnetite, thorite, brannerite, pyrochlore;calcite, quartz, microcline, pyrite, arfvedsonite, phlogopite;Upper Triassic(?);;Upper Triassic(?);;carbonatite, porphyry;;;;;Shijiawan orebody is hosted by porphyry and has disseminated and stockwork mineralization. Shijiawan II is hosted by carbonatite dikes, similar to other ore fields in the Huanglongpu deposit.;"Kynický and others (2012a); Li and others (2012b)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +365;5343;Shiyakou; ; ; ;district or area; ;China;Guizhou;26.8894;104.8508;Estimated location in Hezhang County.;supergene;weathered basalt, weathering crust, ion adsorption; ;REE;depleted;LREE>>HREE; ; ;Occurrence; ;kaolinite;kaolinite;;;;Upper Permian;;weathered basalt, kaolinite mudstone;Emeishan basalt;;Longtan Formation mudstone;;;Yang and others (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;China +366;5344;Shiyingtan; ; ; ;site; ;China;Xinjiang;41.667;93.667;Estimated location based on Chen and others (2002).;unclassified; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Chen and others (2002); Li (2012)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +367;5345;Shiyu; ; ; ;district or area(?);mineral deposit;China;Guangxi;22.4;110.5; ;alluvial placer; ; ;REE, Zr; ; ; ; ;Deposit;small deposit;monazite, xenotime;zircon;;Quaternary;;Quaternary;;alluvium;;;;;;Kamitani and others (2007);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +368;5348;Shuimo; ; ; ;intrusion or complex;mineral deposit;China;Sichuan;32.45;106.567; ;carbonatite;carbonatite-associated;dike;REE; ; ; ; ;Occurrence; ;;titanite, titanifeous magnetite;calcite, olivine;;;;;carbonatite;;jacupirangite, ijolite;;;13 carbonatite dikes 50–600 m long and 10–500 m wide.;"Kynický and others (2011a); Yang and Woolley (2006)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;China +369;5353;Sujiquan; ; ; ;intrusion or complex; ;China;Xinjiang;44.75;90.417;Estimated location based on Chen and others (2002).;alkaline igneous;alkalic igneous associated; ;REE; ; ; ; ;Occurrence; ;;;;Permian;292.6 Ma (U-Pb, zircon);Permian;;;;;;;;Chen and others (2002);;;;No production(?);;;;;;;;;;;;;;;;;;;;;China +370;5354;Sulaquan; ; ; ;site; ;China;Xinjiang;44.5;89.9;Estimated location in Qitai County.;unclassified; ; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;Li (2012);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +371;5355;Taihe; ; ; ;intrusion or complex; ;China;Sichuan;27.9142;102.1223;Very generally estimated location in Fuyun County.;alkaline igneous;alkalic igneous associated; ;Fe, Ti, V, REE;Eu relatively enriched in syenite; ;>1; ;Showing; ;monazite;titanite, zircon, fluorite, ilmenite;feldspar, quartz, amphibole, aenigmatite, biotite, aegirine;;"264 ± 3 Ma (U-Pb, zircon, LA-ICP-MS); 283 Ma (K-Ar)";Permian;;aegirine granite, syenite, nordmarkite(?);;;metasomatic;;;"Hou and others (2012); Munteanu and others (2013); Niu and others (2003); Shellnutt and Iizuka (2011); Xie and others (2006); Xu and others (2007); Yuán and Bái (2001); Zhao and Zhou (1997)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +372;5357;Tangbaoqi; ; ; ;site(?); ;China;Xinjiang;47.417;88.917;Estimated location based on Chen and others (2002).;other igneous deposit;pegmatite(?); ;Nb, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Chen and others (2002); Li (2012)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +373;5359;Taohualashan;Taohulashan; ; ;intrusion or complex; ;China;Nei Mongol;39.167;101; ;carbonatite;carbonatite-associated or sedimentary-metamorphic-hydrothermal; ;Nb, REE, P; ; ; ; ;Occurrence; ;monazite, allanite, aeschynite;apatite, columbite, Nb-bearing rutile, Nb-rich rutile, zircon;calcite, biotite, quartz, feldspar, chlorite, epidote, garnet;;;Paleoproterozoic–Mesoproterozoic;;carbonatite, dolomitic marble, biotite-calcite schist;Longshoushan Group;;hydrothermal;;"Carbonatite layers up to 60 m thick within schist and gneiss; 0.1–0.9% TREO reported. Deposit has also been classified as metasedimentary, ""marine facies volcano-sedimentary carbonatite,"" and hydrothermal origin.";"Qiu and others (1983); Wu and others (1996); Yang and Woolley (2006); Zhang and others (1995)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;China +374;5360;Taoyuan; ; ;Huanglongpu;intrusion or complex; ;China;Shaanxi;34.3401;110.0113;Location estimated from sketch in Mao and others (2011).;carbonatite;carbonatite-associated;dike;Mo, Pb, REE; ; ; ; ;Occurrence; ;bastnäsite, synchysite, monazite, xenotime, [yttrobetafite], allanite;barytocelestite, pyrite, galena, molybdenite, plumbodavidite, fluorite, magnetite, thorite, brannerite, pyrochlore;calcite, quartz, microcline, pyrite, arfvedsonite, phlogopite;Upper Triassic;;Upper Triassic;;carbonatite;;;;;;"Kynický and others (2012a); Li and others (2012b); Xu and others (2010b)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;China +375;5367;Tianzhuping;Tianzhuping Sha'ebo; ; ;site; ;China;Gansu;37;103.1;Estimated location.;unclassified; ; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;SNL Metals & Mining (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;China +376;5370;Tongluowo; ; ; ;district or area;prospecting license area;China;Jiangxi;28.059;114.98;Estimated location.;supergene;ion adsorption; ;REE; ; ; ; ;Deposit; ;;;;;;;;;;;;Ganzhou Rare Earth Group;;Shen (2014);;;;No production(?);;;;;1.1102 reserve;0.001015 + 0.000737 SRE2O3;;;;;;;;;;;;Shen (2014);Not compliant;;China +377;5372;Tongren; ; ; ;site(?); ;China;Guizhou;27.683;109.133;Estimated location.;phosphorite;phosphorite; ;P, REE; ; ;~0.8; ;Occurrence; ;;;;Lower Cambrian;;Lower Cambrian;;black shale, phosphate rock;Bahuang Formation;;;;Phosphate concretions and lenses formed in an upper slope environment.;Chen and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;China +378;5379;Wajiertage;Wajiltag, Wajilitag, Wajillitage; ; ;intrusion or complex; ;China;Xinjiang;39.667;79;Estimated location based on Chen and others (2002).;carbonatite;carbonatite-associated;dike, lens;Fe, Ti, V, REE; ; ; ; ;Occurrence; ;bastnäsite, monazite;apatite, magnetite, pyrochlore, barite, pyrite;calcite, dolomite, epidote, chlorite, amphibole, pyroxene, biotite;Carboniferous;"306–358.9 Ma (Rb-Sr, whole rock; U-Pb, zircon)";Carboniferous;;carbonatite, syenite, gabbro, peridotite, pyroxenite, carbonatite and pyroxenite breccia;;Devonian sandstone;;;About 40 carbonatite dikes and lenses in an area of 0.5 km2 are associated with pyroxenite-gabbro complex intruding metasediments. Reported REE content 0.15–4.3%, but up to 9.61% locally, with 1–8% P2O5.;"Li and others (2012a); Lin and others (1995); Wu and others (1996); Yang and Woolley (2006); Zhang and others (1995)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +379;5380;Wan'an; ; ; ;district or area;prospecting license area;China;Fujian;25.13;116.11;Estimated location.;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;SNL Metals & Mining (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;China +380;5388;Weishan;Chisan, Xishan, Deposit 101; ; ;intrusion or complex;REE mine;China;Shandong;34.7;117.2833;Zhang and others (1995) give location as 34.75 N latitude, 117.2 E longitude.;carbonatite;carbonatite-associated, alkaline igneous;dike, vein;Ba, REE, Th; ;La+Ce+Pr+Nd form >95% of total REE; ; ;Deposit; ;bastnäsite, parisite, britholite, carbocernaite, monazite, ancylite, pyrochlore, allanite, chevkinite, aeschynite;barite, fluorite, thorite, pyrochlore, magnetite, rutile, chalcopyrite, galena, sphalerite, molybdenite, anatase, apatite, perovskite, columbite;quartz, calcite, epidote, aegerine, biotite, chlorite, diopside, hematite;Lower Cretaceous;110 Ma (K-Ar, muscovite, carbonatite);Lower Cretaceous;;calcite carbonatite, syenite, quartz syenite, aegirine-augite syenite;Taishan Group gneiss;Taishan Group gneiss;;Shandong Weishan Lake Rare Earth Co. Ltd.;"Small intrusion only 550 x 350 m; tens of bastnäsite-barite-carbonate veins on eastern shore of Weishan Lake; veins trend NW and are 1 cm to several m thick; REE concentrates have relatively low radioactivity; Barite-carbonatite veins; there are more than 10 large veins and veinlets are widespread; Th content increases with REE content.";"Chi and others (2001); Chi and others (2013); Hedrick and Templeton (1991); Kamitani and others (2007); Lin and others (1995); Wen (1998); Weng and others (2015); Woolley and Kjarsgaard (2008); Wu and others (1996); Yang and Woolley (2006); Zhang and others (1995); Zhi and Wang (2014)";;;open pit;Producer;;;;First production in the 1970's?;"1) 0.9 reserve; 3) 1856";"2) 12.75; 3) 30";"1) 3.5–5; 2) >1.6; 3) 1.62";;;;;;;;;;2) 1996;"1) Chi and others (2013); 2) Wall (2014); 3) Weng and others (2015)";Not compliant;;China +381;5389;Weiya; ; ; ;site(?); ;China;Xinjiang;41.725;94.3;Estimated location based on Zhang and others (2005a).;other igneous deposit;granite pegmatite; ;V, Ti, Fe, REE; ; ; ; ;Occurrence; ;;;;Upper Triassic;229.2 Ma (K-Ar, biotite);Upper Triassic;;biotite granite, syenite, gabbro, diorite, monzogranite;;;;;;"Chen and others (2002); Qin and others (2005); Zhang and others (2005a)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +382;5391;Wengquangou; ; ; ;site(?); ;China;Liaoning;40.75;123.8;Estimated location from Peng and Palmer (2002).;unclassified;meta-volcanosedimentary, banded iron formation; ;B, Fe, REE, Ti, U; ; ; ; ;Occurrence(?); ;monazite, stillwellite-(Ce), allanite;ludwigite, szaibelyite, magnetite;tourmaline, albite, forsterite, diopside, tremolite;Paleoproterozoic(?);;Proterozoic;;metasediments and metavolcanics—marble, leptite, leptynite, magnetite-microcline rock;Liaohe Group;granite;;;;"Lin and others (1995); Peng and Palmer (2002); Peng and others (1998); Qiu and others (1983)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +383;5393;West Tamu; ; ; ;intrusion or complex; ;China;Xinjiang;40.5;76.83;Estimated location based on Chen and others (2002).;alkaline igneous;alkalic igneous associated; ;REE; ; ; ; ;Occurrence; ;;;;Permian;;Permian;;;;;;;;Chen and others (2002);;;;No production;;;;;;;;;;;;;;;;;;;;;China +384;5396;Wufang;Wufeng; ; ;district or area; ;China;Guangdong;23.4472;116.0833; ;supergene;ion adsorption, weathered residual; ;REE;HREE significant; ; ; ;Deposit; ;;;;Neogene–Quaternary;;;;;;;;;;"InvestorIntel (2013a); Kamitani and others (2007); Sanematsu and Watanabe (2016); Xie and others (2016)";;;;Producer(?);Under development (2013).;;;;;0.115 total resource;0.099;;;;;;;;;;1992;Xie and others (2016);Not compliant;;China +385;5399;Wuhe; ; ; ;site(?); ;China;Guangdong;23.467;112.333;Estimated location.;metamorphic;metamorphic migmatitic granite; ;Zr, REE;Y; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Lin and others (1995); Zhang (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +386;5400;Wujingfu; ; ; ;district or area; ;China;Guangdong;23.4583;116.0833; ;supergene;weathered residual, ion adsorption; ;REE; ; ; ; ;Deposit(?); ;;;;Neogene–Quaternary;;;;granite;;Eastern magmatic arc granite;;;;"Kamitani and others (2007); Sanematsu and Watanabe (2016)";;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +387;5401;Wula Mountain; ; ; ;site; ;China;Nei Mongol;40.712;109.159;Estimated location.;other igneous deposit;pegmatite; ;Zr, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Lin and others (1995);;;;No production(?);;;;;;;;;;;;;;;;;;;;;China +388;5403;Wuping; ; ; ;district or area;ore field;China;Fujian;25.0906;116.1089;Uncertain location, see map in Wang and others (2013).;supergene;ion adsorption; ;REE; ; ; ; ;Deposit(?); ;;;garnet;;113–161 Ma;Cretaceous (Yanshan orogeny);;;;biotite granite;;;;"Yu and Zhao (2007); Wang and others (2013)";;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +389;5406;Wuzhaung;Baoding, Wanning, Wuchang; ; ;district or area;mine;China;Hainan;18.7165;110.3662; ;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, anatase, cassiterite, magnetite, chromite;quartz, tourmaline;;;Cenozoic;;sand, silt;;;;Guangdong Metallurgical Industries Bureau (199?);Marine placer. Deposit and processing plant. Deposit mined by commune farmers. Tailings discarded in ocean. Monazite concentrate is reported to contain 61.11% REO by Chi and others (2001).;"Chi and others (2001); ESCAP and ABMRGG (1988); Hedrick and Templeton (1991); Towner (1992); Towner and others (1988); U.S. Geological Survey (2013)";1938;;;Byproduct producer;;;;Production first reported in 1965.;;;;;;;;;;;;;;;;;China +390;5407;Wuzhou; ; ; ;district or area; ;China;Guangxi;23.483;111.317;Estimated location.;supergene; ; ;REE; ; ; ; ;Deposit(?); ;;;;;;;;;;;;;;Wen (1998);;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +391;5408;Xiache; ; ; ;district or area; ;China;Guangdong;24.6667;115.0833; ;supergene;weathered residual, ion adsorption; ;REE, KAO; ; ; ; ;Deposit(?); ;;kaolinite;quartz;Neogene–Quaternary;;;;;;;;;In Huanxia block.;"Kamitani and others (2007); Sanematsu and Watanabe (2016); Wang and others (2012)";;;;Producer(?);;;;;;;;;;;;;;;;;;;;;China +392;5409;Xiangdongbei; ; ; ;district or area; ;China;Hunan;29.0333;113.6167; ;alluvial placer; ; ;REE, Ti; ; ; ; ;Deposit(?);small deposit;monazite;ilmenite, rutile;;Quaternary;;;;;;;;;;Kamitani and others (2007);;;;Producer(?);;;;;;;;;;;;;;0.25reserve;;;;Kamitani and others (2007);Not compliant;;China +393;5412;Xiangwang; ; ; ;district or area;bauxite mine;China;Shanxi;37.1667;111.5333;Estimated location.;bauxite;bauxite deposit, sedimentary;stratiform, lensoid;Al, REE; ; ; ; ;Deposit; ;;diaspore, kaolinite;;Carboniferous;;Carboniferous;;;Benxi Formation;;;Chalco;;"Ariunbileg and others (2003); Kamitani and others (2007); Xie and others (2016)";;;open pit;Byproduct producer(?);;;;;;0.373 resource;;;;;;;;;;;;Xie and others (2016);Not compliant;;China +394;5416;Xiatadongdege; ; ; ;site; ;China;Xinjiang;42.5;80.417;Estimated location based on Chen and others (2002).;other igneous deposit;granite pegmatite; ;Nb, Ta, REE; ; ; ; ;Occurrence; ;;;;Permian;;;;;;;;;;Chen and others (2002);;;;No production;;;;;;;;;;;;;;;;;;;;;China +395;5419;Xihuashan; ;includes Dangping W mine; ;intrusion or complex;intrusion or complex;China;Jiangxi;25.4333;114.3167;Latitude and Longitude are for the town of Xihuashan.;other igneous deposit;peraluminous granite associated;vein;W, REE, Sn, Mo, Bi, Be; ; ; ; ;Deposit; ;fergusonite, monazite, euxenite-(Y), xenotime, fluorite, synchysite, gadolinite, spessartine;wolframite, scheelite, huebnerite, molybdenite, bismuthinite, cassiterite, chalcopyrite, pyrite, pyrrhotite, beryl, bornite, sphalerite, arsenopyrite, fluorite, apatite, zircon;quartz, feldspar, mica, calcite;Jurassic–Cretaceous;148 Ma (Rb-Sr);Jurassic–Cretaceous;;biotite granite;Xihuashan granitic complex;Cambrian metamorphic rocks;hydrothermal, greisenization, K-feldspathization, silicification, other;State-owned;Ore veins are 200–075 m in length, 0.02–0.60 m wide, and extend downward 60–200m.;"Hedrick and Templeton (1991); Kang and others (1992); Wang and others (2003); Wang and others (2011); Zhang and others (1995)";1908;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;China +396;5422;Xinfeng;Xinfen, Laishi;includes Anxi, Chigang, Datangkeng, Dongkengao, Hejicha, Lannikeng, Tonmu, Tuziao, Waxia, Yaoxia-Hantangao, Youkeng, Zhonghe; ;district or area;ore field;China;Jiangxi;25.3856;115.0077;Estimated location in Xinfeng County.;supergene;residual, ion adsorption; ;REE;HREO form 35% of TREO;LREO form 50% of TREO;>1;MREO form 10% of TREO;Deposit; ;allanite, monazite, xenotime, fergusonite;;;;;;;;;;;;;"Chi and others (2013); Hocquard (2010); Huang (1989); Wang and others (2012); Zhu and Ruan (1984)";;;;Producer(?);;;;;;0.022 reserve;~0.05;;;;;;;;;;;Chi and others (2013);Not compliant;;China +397;5423;Xing'an; ; ; ;district or area; ;China;Nei Mongol;45.167;120.5; ;alkaline igneous;alkalic igneous associated; ;REE; ; ; ; ;Occurrence; ;pyrochlore, gadolinite, xinganite, hingganite, monazite;pyrochlore, columbite, zircon;quartz, feldspar, riebeckite, pyroxene;;;Jurassic–Cretaceous;;alkaline granite, hornfels, tuff;;;albitization;;;Zhang and others (1995);;;;No production(?);;;;;;;;;;;;;;;;;;;;;China +398;5424;Xinglong; ; ; ;district or area; ;China;Hainan;19.9383;110.1821;Estimated location based on figure in Towner (1992).;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, anatase, cassiterite, magnetite, chromite;quartz, tourmaline;;;;;;;;;Guangdong Metallurgical Industries Bureau (199?);Deposit and processing plant.;"ESCAP and ABMRGG (1988); Hedrick and Templeton (1991); Towner (1992)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;China +399;5426;Xinhua;Zhijin; ; ;district or area(?);geologic deposit;China;Guizhou;26.683;105.617;Deposit is in Zhijin County.;phosphorite;phosphorite; ;P, REE;Y 35–40% of TREE; ;>1;Y2O3 (35%), Pr2O3 and Nd2O3 (20%), Tb2O3 and Dy2O3 (2%–5%);Deposit; ;carbonate-rich apatite (collophane), monazite;variscite;dolomite, calcite, quartz, clay, sphalerite, anatase, quartz (chalcedony) ;Lower Cambrian;;Lower Cambrian;;black shale, phosphorite, dolomite, siliceous sediments, carbonate;Gezhongwu Formation;;;;REE present as isomorphous replacements in carbonate-rich apatite (collophane).;"Chen and Yang (2010); Chen and others (2013); InvestorIntel (2013b); Li and others (1996); Lin and others (1995); U.S. Geological Survey (2013); Wen (1998); Wu and others (1996); Zhang and others (2006)";;;;No production(?);Trial byproduct production reported.;;;;908;1.1976;0.05-0.1;;;;;;;;;24.16% P2O5;2013(?);InvestorIntel (2013b);Not compliant;;China +402;5431;Xiuwen; ; ; ;district or area;county or province;China;Guizhou;26.7791;106.6014;Estimated location in Xiuwen County.;other igneous deposit;supergene (bauxite); ;REE; ; ; ; ;Showing; ;;diaspore, gibbsite, rutile, anatase, zircon, titanite;tourmaline, kaolinite, chlorite, muscovite, epidote, garnet;;;;;bauxite;;;;;"Bauxites occur at bottom of lower Carboniferous strata overlying Cambrian dolomites; 0.1–0.2% TREO reported.";Wu and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;China +403;5432;Xun Jiang;Xu Jiang; ; ;district or area;mineral deposit;China;Guangxi;23.4993;110.8328; ;alluvial placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, minor rutile, zircon;quartz;;;Cenozoic;;river sand;;;;;River plain. Deposit averages 5 m thick.;"Gupta and Krishnamurthy (2005); Jackson and Christiansen (1993); Towner (1992); Towner and others (1988); ESCAP and ABMRGG (1988); U.S. Geological Survey (2013)";1975;;;Byproduct producer;;;;;66.7 resource;;;;;;;;;;;6% ilmenite;1982;Jackson and Christiansen (1993);Not compliant;;China +404;5433;Xunwu;Xunwa, Xun wa;includes Heling, Nanqiao, Xiangmukeng, others; ;intrusion or complex;ore field, county;China;Jiangxi;24.8924;115.7033;In Xunwu County.;supergene;weathered residual, ion adsorption; ;REE;HREO form 14% of TREO;LREO form 70% of TREO; ;MREO form 10% of TREO;Deposit; ;bastnäsite, apatite, monazite, fergusonite, doverite;apatite, zircon, tourmaline, fluorite;plagioclase, potassic feldspar, quartz, biotite;Quaternary(?);;Upper Jurassic;;granite porphyry;Heiling porphyry of Jilongzhang Formation;;;;"REE mineralization in weathering profile of granite porphyry body that is about 4.1 km wide and 8.6 km long; orebody 8–9 m thick on average.";"Bao and Zhao (2008); Chi and others (2013); Kamitani and others (2007)";;;;Producer;;;;;;0.022 reserve;~0.1;;;;;;;;;;;Chi and others (2013);Not compliant;;China +405;5434;Xuwen; ; ; ;district or area; ;China;Guangdong;20.2812;110.2312;Estimated location in Xuwen County.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;Xu and Tan (1994);;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;China +406;5437;Yangdun; ; ; ;intrusion or complex; ;China;Fujian;27.833;118.5; ;carbonatite;carbonatite-associated; ;P, Fe, REE, Nb; ; ; ; ;Occurrence; ;bastnäsite, monazite, allanite, fergusonite, xenotime;apatite, magnetite, chalcopyrite, galena, sphalerite, rutile, pyrite, siderite, wulfenite, columbite, Nb-rich rutile, zircon;calcite, dolomite, mica, magnesite, amphibole, biotite, diopside, tremolite;Proterozoic(?);;Proterozoic;;marble (carbonatite), tuff, breccia, lava, schist;Kunyang Group;granodiorite, syenite, granite;;;"Deposit is stratiform; marble lenses in schist.";"Wu and others (1996); Yang and Woolley (2006); Zhang and others (1995)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +407;5438;Yangfang; ; ; ;intrusion or complex; ;China;Sichuan;28.159;101.8678;Estimated location.;carbonatite;carbonatite-associated; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Lentz and Mariano (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;China +408;5440;Yangfutang; ; ;Xunwu(?);site;REE mine;China;Jiangxi;27.9816;113.6471; ;unclassified; ; ;REE;21.35% HREE;79.17% LREE; ; ;Showing(?); ;;;feldspar, kaolinite;;;;;;;;;;;Yu and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;China +409;5442;Yangjiang; ;includes Nanshanhai, Xitou; ;district or area; ;China;Guangdong;21.844;112.016;Estimated location near town of Yanjiang.;shoreline placer; ; ;Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;zircon, ilmenite, rutile cassiterite;;Upper Pleistocene–Lower Holocene;;;;;;;;;;"ESCAP and ABMRGG (1988); Xu and Tan (1994)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;China +410;5446;Yichuanghe; ; ; ;district or area; ;China;Guangxi;22.875;111.0917; ;alluvial placer; ; ;REE, Ti, Zr; ; ; ; ;Deposit;small deposit;monazite;zircon, ilmenite;;Quaternary;;;;alluvium;;;;;;Kamitani and others (2007);;;;Not known;;;;;;;;;;;;;;0.0013 reserve;;;;Kamitani and others (2007);Not compliant(?);;China +411;5450;Yilanlik;Yilanlike, Yilanleke; ; ;intrusion or complex;mineral deposit;China;Xinjiang;42.3333;82.95; ;carbonatite;carbonatite-associated;dike;REE, Nb, Ta, Zr, SOD(?); ; ; ; ;Occurrence; ;;sodalite, pyrochlore;calcite, diopside, phlogopite;Neoproterozoic;931 ± 28 Ma (U-Pb, zircon);Neoproterozoic;;;;;;;"624 pegmatite dikes and 4 carbonatite dikes occur in this area; deposit is mined for sodalite.";"Chen and others (2002); Kynický and others (2011a); Li (2012); Yang and Woolley (2006)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +412;5452;Yinachang;Yenachang;includes Xianglushan, Yaopengzi, Gijiashan, Hongmenchang, Yenachang, E'touchang, Daqing, Guantianchang, Hetaoqing; ;intrusion or complex; ;China;Yunnan;25.5472;102.2292; ;carbonatite;carbonatite-associated;banded or laminated, disseminated, massive;Fe, Cu, Au, REE, Nb, P; ; ; ; ;Deposit(?); ;bastnäsite, monazite, allanite;magnetite, apatite, siderite, hematite, pyrite, chalcopyrite, chalcocite, cobaltite, molybdenite, fluorite;dolomite, quartz;Mesoproterozoic;1286 Ma;;;carbonatite, dolomite, basic tuff, breccia, rhyolite, trachyandesite, alkaline basalt;Kunyang Group;;;;"Deposit is stratiform; 0.1–0.2% TREO, 50–60% Fe, 0.4–0.8% Cu, and 1–2% P2O5 reported.";"Wu and others (1996); Yang and others (2004); Yang and others (2005); Zhang and others (1995); Zhang and others (2003)";;;;Byproduct producer(?);;;;;;;;;;;;;;;;;;;;;China +413;5454;Yinmin; ; ; ;site(?); ;China;Yunnan;26.2903;102.9374;Estimated location.;hydrothermal Fe-oxide deposit ± Cu, Au;IOCG; ;Fe, Cu, REE; ; ; ; ;Showing; ;;chalcopyrite;;;;;;;Kunyang Group;;;;;Zhao and Zhou (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;China +414;5457;Yousheng; ; ; ;district or area; ;China;Guangdong;24.5;115.053; ;supergene;ion adsorption, weathered residual; ;REE; ; ; ; ;Deposit; ;;;;Neogene–Quaternary;;;;;;;;;;"Kamitani and others (2007); Xie and others (2016)";;;;Producer(?);;;;;;0.0109 total resource;0.171;;;;;;;;;;1987;Xie and others (2016);Not compliant;;China +415;5458;Yousuobao; ; ; ;intrusion or complex; ;China;Hebei;40.395;114.419;Estimated location near village of Yousuobu in Hebei.;carbonatite;carbonatite-associated;vein;P, REE; ; ; ; ;Occurrence; ;apatite, allanite;apatite, titanite;diopside, phlogopite, anorthoclase, arfvedsonite;Paleoproterozoic;"1828 ± 200 Ma (Rb-Sr, whole rock); 1827 Ma (K-Ar)";Paleoproterozoic;;;;;;;Pegmatite may be associated with carbonatite.;"Wu and others (1996); Yan and others (2007)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +416;5460;Yuantou; ; ;Huanglongpu;district or area;ore field;China;Shaanxi;34.3857;110.0192;Estimated location from sketch map in Xu and others (2010b).;carbonatite;carbonatite-associated(?);dike;Mo, REE; ; ; ; ;Occurrence; ;;;;Upper Triassic;;Upper Triassic;;carbonatite;;;;;;Xu and others (2010b);;;;No production(?);;;;;;;;;;;;;;;;;;;;;China +417;5462;Yueyang; ; ; ;district or area;ore field;China;Hunan;29.3053;113.0831; ;alluvial placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;State-owned;;Hedrick and Templeton (1991);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +418;5467;Zhaijiding; ; ; ;district or area; ;China;Guangdong;24.6803;113.3448; ;supergene;supergene, residual; ;REE, KAO; ; ; ; ;Occurrence; ;;kaolinite;quartz;Neogene–Quaternary;;;;;;;;;;Kamitani and others (2007);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +419;5468;Zhalu Teqi;Tongliao; ; ;site(?); ;China;Nei Mongol;44.556;120.912;Estimated location.;unclassified;not known; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;SNL Metals & Mining (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;China +420;5469;Zhangding;Longyan; ; ;district or area; ;China;Fujian;25.133;117.033; ;supergene;ion adsorption; ;REE; ; ; ; ;Occurrence; ;;;;;;;;granite;;;;;;U.S. Geological Survey (2013);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +421;5474;Zhanjiang; ; ; ;district or area; ;China;Guangdong;21.1637;110.3314; ;"alluvial placer; shoreline placer"; ; ;Ti, Zr, REE, Th; ; ; ; ;Occurrence(?); ;monazite, xenotime;ilmenite, zircon, rutile;quartz;Cenozoic;;Cenozoic;;sand;;;;State-owned;Mixed beach and river placers on coastal plain.;"Hedrick and Templeton (1991); Towner and others (1988); U.S. Geological Survey (2013)";1950;;;Not known;;;;Production started in about 1960.;;;;;;;;;;;;;;;;;China +422;5476;Zheng Jia Liang Zi;Zhengjialiangzi; ;Muluozhai;intrusion or complex; ;China;Sichuan;28.4488;101.8357;Estimated location.;carbonatite;carbonatite-associated; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Hou and others (2009); Lentz and Mariano (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +423;5487;Zijinshan;Zijingshan; ; ;intrusion or complex; ;China;Shanxi;38.1477;110.8753; ;carbonatite;carbonatite-associated;dike;REE; ; ;>1; ;Occurrence; ;titanite, apatite;apatite, titanite, zircon, siderite, barite, ilmenite, hematite, magnetite;calcite, biotite, orthoclase, pyroxene, andradite (melanite), sodalite, pyrite;Lower Cretaceous;134.8 Ma (K-Ar);Lower Cretaceous;;calcite carbonatite, monzonite, nepheline syenite, aegirine-augite syenite;;;;;"Carbonatite veins contain 1–2% REO; monzonite, syenite have elevated LREE.";"Woolley and Kjarsgaard (2008); Yang and others (2009); Yang and Woolley (2006); Ying and others (2007); Zhang and others (1995); Zhao and Zhou (1997)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +424;5489;Zixing; ; ; ;site(?); ;China;Hunan;25.967;113.525;Estimated location.;unclassified;not known; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"SNL Metals & Mining (2015); Orris and Grauch (2002); Zhang (1994); Zhang (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;China +425;5488;Zixing; ; ; ;district or area;county or province;China;Hubei;29.937;113.466;Estimated location in Zixing County.;supergene;ion adsorption; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Zhang (1994); Zhang (1996)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +426;5490;Zudong;701 Area; ;Longnan;district or area;REE mine, ore field;China;Jiangxi;24.8299;114.8376; ;supergene;ion adsorption; ;REE;Y dominant; ; ; ;Deposit; ;clay;;;Quaternary;168 Ma;Cretaceous;;muscovite granite;;;;;Yanshanian.;"Feng and others (2012); Info-RE (2014); Kamitani and others (2007); Liu and others (2015); Sanematsu and Watanabe (2016); Wang and others (2013)";;;in-situ leaching;Producer;;;;;;0.0176 total resource;0.0979-0.1072;;;;;;;;;;1979;Xie and others (2016);Not compliant;;China +427;3001;Banda Aceh; ; ; ;district or area; ;Indonesia;Aceh;5.583;95.333;In northern Sumatra.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;titanifeous magnetite, zircon;quartz, feldspar, chlorite;;;;;;;;;;;Skillen (1996a);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +428;3002;Bangka;Banka, Pulau Banka; ; ;district or area;island, Sn mine;Indonesia;Bangka Belitung;-2.008;106.12;Island.;shoreline placer; ; ;Sn, Zr, Ta, Nb, REE; ; ; ; ;Deposit; ;monazite, xenotime, allanite;cassiterite, ilmenite, pyrite, hematite, rutile, zircon, tourmaline;;;;;;beach sand;;;;PT Timah;One placer on this island was said to contain too much monazite to permit profitable recovery of cassiterite.;"Bahti and others (2011); ESCAP and ABMRGG (1988); Harjanto and others (2013); Johari and Umi (1991); Möller (1989a); Möller (1989b); Overstreet (1967)";;;;No production(?);;;;;;;;;;;;0.001539 monazite+xenotime geologic resource;;;;;;Johari and Umi (1991);Not compliant;;East Asia +429;3003;Bangkinang;Riau; ; ;district or area;Sn mine;Indonesia;Riau;0.342;100.998; ;shoreline placer; ; ;Sn, Zr, Nb, Ta, REE; ; ; ; ;Deposit; ;xenotime, monazite;cassiterite, tantalite, columbite;;;;;;;;Rokan and Giti granites;;PT Timah;;"Bahti and others (2011); Johari and Umi (1991)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +430;3004;Bedukang; ; ; ;district or area; ;Indonesia;Bangka Belitung;-1.613;105.7492;Estimated location on Bangka Island.;"shoreline placer; tailings";placer, tailings; ;Sn, Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite, xenotime;pseudorutile, zircon, ilmenite, anatase, cassiterite, rutile, marcasite, pyrite;quartz, tourmaline;;;;;;;;;;;Szamalek and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +431;3005;Belinyu; ;includes S. Tirus; ;district or area(?); ;Indonesia;Bangka Belitung;-1.6888;105.7468;Estimated location on Bangka Island.;paleoplacer;"placer in karst depression; fossilized karst placer"; ;Sn, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime;cassiterite;;;;;;;;Lower Triassic (251 Ma) biotite granite;;;Placer formed in karst depression.;"Aleva (1985); Johari and Umi (1991); Schwartz and Surjono (1991)";;;;No production(?);;;;;;;;;;;;0.0001808 monazite+xenotime geologic resource;;;;;~1979;Johari and Umi (1991);Not compliant;;East Asia +432;3006;Belitung;Billiton;Dendang; ;district or area;island;Indonesia;Bangka Belitung;-2.6016;107.7473;Island.;shoreline placer; ; ;Sn, Zr, Ta, Nb, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime, allanite;cassiterite, ilmenite, pyrite, hematite, rutile, zircon, tourmaline;;;;;;;;;;;;"Bahti and others (2011); ESCAP and ABMRGG (1988); Harjanto and others (2013); Hedrick and Templeton (1991); Johari and Umi (1991); Overstreet (1967)";;;;Byproduct producer;;1896;Overstreet (1967);4.5 t of monazite were reported to be produced.;;;;;;;;0.002623 monazite+xenotime geologic resource;;;;;;Johari and Umi (1991);Not compliant;;East Asia +433;3007;Bendul;S. Bendul; ;Mentok;district or area; ;Indonesia;Bangka Belitung;-2.0438;105.1679;Estimated location on Bangka Island.;shoreline placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite;;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +434;3008;Berhala;Berhala Island; ; ;district or area; ;Indonesia;Sumatera Utara;3.7741;99.5018;In the Strait of Malacca.;shoreline placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite;fluorite, topaz;;;;;beach sand;;;;;"REE derived from mineralization in the Early Jurassic(?) Berhala Granite; there is potential for offshore tin placers.";"Crow and Van Leeuwen (2005); ESCAP and ABMRGG (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +435;3009;Bintan;Pulau Bintan, P. Bintan; ;Riau;district or area;island;Indonesia;Kepulauan Riau;0.985;104.486;Island in Riau archipelago.;"shoreline placer(?); supergene";placer or lateritic; ;Sn, REE, Zr; ; ; ; ;Showing; ;monazite, xenotime;cassiterite, zircon;;;;;;;;;;;;"Crow and Van Leeuwen (2005); Johari and Umi (1991)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +436;3010;Bukit Duabelas; ; ; ;district or area; ;Indonesia;Jambi;-1.9658;102.609; ;shoreline placer; ; ;Ti, Zr, Sn, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, magnetite, zircon, cassiterite;;;;;;beach and dune sand;;;;;;Skillen (1996a);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +437;3011;Cupat;Cupat Laut; ; ;district or area; ;Indonesia;Bangka Belitung;-1.6196;105.5913;Estimated location near Cupat, Bangka Island.;shoreline placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite;;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +438;3013;Diniang;Diniang Laut; ; ;district or area; ;Indonesia;Bangka Belitung;-1.7899;106.0569;On Bangka Island.;shoreline placer(?); ; ;Sn, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite;;;;;;alluvium, weathered granite;;;;;;"Johari and Umi (1991); Kanayama (1973)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +439;3015;Enarotali; ; ; ;district or area(?); ;Indonesia;Papua;-3.9367;136.4062; ;placer of unknown origin; ; ;Ta, Nb, REE; ; ; ; ;Showing; ;monazite;;;;;;;black sand;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +440;3016;Garba;Air Komering; ; ;district or area; ;Indonesia;Sumatera Selatan;-4.453;104.0967;Estimated location.;alluvial placer(?); ; ;Sn, REE; ; ; ; ;Showing; ;monazite-(Ce);cassiterite;;;;;;;;Garba batholith and associated greisens;;;;Crow and Van Leeuwen (2005);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +441;3017;Hatapang; ; ; ;intrusion or complex(?); ;Indonesia;Sumatera Utara;2.1;99.5436;Estimated location in northern Sumatra.;other igneous deposit;igneous, pegmatite(?); ;Zr, Ta, Nb, REE; ; ; ; ;Occurrence; ;;;;Upper Cretaceous;;Upper Cretaceous;76.2–78.8 Ma (K-Ar);granite, pegmatite;Hatapang granite;;;;;"Johari and Umi (1991); Clarke and Beddoe-Stephens (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +442;3019;Jepus; ; ;Mentok;district or area; ;Indonesia;Bangka Belitung;-1.7459;105.5304;On Bangka Island.;shoreline placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite;;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +443;3020;Jurung; ; ; ;district or area; ;Indonesia;Bangka Belitung;-1.9833;106.1283;On Bangka Island.;"shoreline placer(?); tailings";placer, tailings; ;Sn, Ti, REE; ; ; ; ;Deposit(?); ;monazite, xenotime;pseudorutile, zircon, rutile, ilmenite, anatase, cassiterite, pyrite, marcasite;quartz, tourmaline;;;;;;;;;;;Szamalek and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +444;3021;Kampar;Kuala Kampar, Kualakampar; ; ;district or area; ;Indonesia;Riau;0.1558;101.1515;Estuary.;shoreline placer(?); ; ;Sn, REE; ; ; ; ;Showing; ;monazite, xenotime;cassiterite;;;;;;;;;;;;"Bahti and others (2011); Harjanto and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +445;3022;Kantung;Air Kantung, Kantung Laut; ; ;district or area; ;Indonesia;Bangka Belitung;-2.2804;106.0767;On Bangka Island.;shoreline placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite;;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +446;3023;Karimata; ; ; ;district or area;island;Indonesia;Kalimantan Barat;-1.59065;108.908611;Estimation location on Pulau Karimata based on Fig 1 of Tjokrokardono and others (2002).;shoreline placer; ; ;REE; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Tjokrokardono and others (2002);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +447;3024;Karimun;Karimun Kundur; ; ;district or area;island;Indonesia;Kepulauan Riau;1.0945;103.3138;At least part of deposit lies offshore.;shoreline placer; ; ;Sn, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime;cassiterite;;;;;;;;;;;;"Bahti and others (2011); Johari and Umi (1991); Schwartz and others (1995); U.S. Geological Survey (2013)";;;;No production(?);;;;;;;;;;;;0.0002416 monazite+xenotime geologic resource;;;;;~1979;Johari and Umi (1991);Not compliant;;East Asia +448;3025;Karimun Timur;East Karimun; ; ;district or area; ;Indonesia;Kepulauan Riau;1.052;103.325;Uncertain location.;shoreline placer; ; ;Sn, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime;cassiterite;;;;;;;;;;;;Johari and Umi (1991);;;;Not known;;;;;;;;;;;;0.0000796 monazite+xenotime geologic resource;;;;;~1979;Johari and Umi (1991);Not compliant;;East Asia +449;3027;Kelapa Kampit;Klapakampit; ; ;site(?);Sn mine;Indonesia;Bangka Belitung;-2.6953;107.9638;Estimated location on Pulau Belitung.;"other igneous deposit; alluvial placer";veins and associated placers; ;Sn, Ta, Fe, Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime;cassiterite, magnetite, ilmenite, zircon;amphibole, biotite, chlorite;Upper Triassic;;"Permian; Cenozoic";;"quartzite, sandstone, slate; alluvial sediments";;Mesozoic granite;;;Tin-bearing granites are the source of the tin veins.;"Johari and Umi (1991); Sutphin and others (1990)";;;;No production(?);;;;;;;;;;;;0.0000299 monazite+xenotime geologic resource;;;;;~1983;Johari and Umi (1991);Not compliant;;East Asia +450;3028;Kembajan; ; ; ;district or area; ;Indonesia;Kalimantan Barat;0.554;110.457;Approximate location, in West Kalimantan.;shoreline placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;;"ESCAP and ABMRGG (1988); Skillen (1996a)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +451;3029;Ketapang; ; ; ;district or area; ;Indonesia;Kalimantan Barat;-1.4453;110.4332;Estimated location based on Sumaryanto (2013).;alluvial placer; ; ;U, Th, Zr, Ta, Nb, REE; ; ; ; ;Occurrence; ;monazite, allanite;thorite, apatite, tantalite-columbite, cassiterite, uraninite, uranothorite;;;;;;alluvial sand;;granite;;;;"Johari and Umi (1991); Subiantoro and others (2012); Sumaryanto (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +452;3030;Lenggang; ; ; ;district or area; ;Indonesia;Bangka Belitung;-2.959;108.131;On Belitung Island.;"alluvial placer; supergene";cooluvial, eluvial and alluvial placers, residual; ;Sn, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime;cassiterite;;;;;;alluvial, colluvial, and residual sediments;;;;;;"Aleva (1985); Johari and Umi (1991); Schwartz and others (1995)";;;;No production;;;;;;;;;;;;0.000980 monazite+xenotime geologic resource;;;;;~1985;Johari and Umi (1991);Not compliant;;East Asia +453;3031;Lingga;Pilau Lingga; ; ;district or area;island;Indonesia;Kepulauan Riau;-0.4533;104.4528;Riau archipelago, island;shoreline placer; ; ;Sn, Zr, Ta, Nb, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite, zircon;tourmaline, andalusite, topaz;;;;;;;;;;;"Johari and Umi (1991); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +454;3032;Long Aran; ; ; ;district or area(?); ;Indonesia;Kalimantan Timur;2.5375;115.8302;Estimated location near village of Long Aran.;alluvial placer(?); ; ;Sn, REE; ; ; ; ;Showing; ;monazite;cassiterite;;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +455;3033;Long Bawan; ; ; ;district or area(?); ;Indonesia;Kalimantan Timur;3.8928;115.6868;Estimated location near village of Long Bawan.;alluvial placer(?); ; ;Sn, REE; ; ; ; ;Showing; ;monazite;cassiterite;;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +456;3034;Long Laai; ; ; ;district or area(?); ;Indonesia;Kalimantan Timur;2.2227;116.7499;Estimated location near village of Long Laai.;alluvial placer(?); ; ;Sn, REE; ; ; ; ;Showing; ;monazite;cassiterite;;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +457;3035;Mentok; ;includes Plangas, Jepus, Cupat Laut, S. Bendul, L. Kelanel, A. Rena; ;district or area; ;Indonesia;Bangka Belitung;-2.0102;105.1959;On Bangka Island.;shoreline placer; ; ;Sn, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime;cassiterite;;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;0.0005781 monazite+xenotime geologic resource;;;;;~1979;Johari and Umi (1991);Not compliant;;East Asia +458;3036;Momi River;Sungai Momi; ; ;district or area; ;Indonesia;Papua Barat;-1.532849;134.198268;Estimated location near Momi river;alluvial placer; ; ;Zr, REE; ; ; ; ;Showing; ;xenotime, monazite;zircon;;;;;;;;;;;High radioactivity.;"ESCAP and ABMRGG (1988); Johari and Umi (1991); Skillen (1996a)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +459;3037;Muara Tebo; ; ; ;district or area(?); ;Indonesia;Jambi;-1.4786;102.4551;Estimated location near village of Muara Tebo.;alluvial placer; ; ;Zr, Ta, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +460;3038;Nyelanding; ; ; ;district or area(?); ;Indonesia;Bangka Belitung;-2.7086;106.2698;Estimated location on Bangka Island.;"placer of unknown origin; tailings";placer, tailings; ;Sn, Ti, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite, rutile, zircon;quartz;;;;;;;;;;;Szamalek and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +461;3039;Pangkalpinang; ; ; ;district or area; ;Indonesia;Bangka Belitung;-2.0897;106.1599;"On Bangka Island; location estimated from Schwartz and Surjono (1991).";shoreline placer; ; ;Sn, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime;cassiterite;;;;;;;;;;;;"Johari and Umi (1991); Schwartz and Surjono (1991)";;;;No production(?);;;;;;;;;;;;0.0001579 monazite+xenotime geologic resource;;;;;~1979;Johari and Umi (1991);Not compliant;;East Asia +462;3040;Pedindang;Air Pedindang; ; ;district or area; ;Indonesia;Bangka Belitung;-2.1766;106.089;On Bangka Island.;shoreline placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite;;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +463;3042;Pegunungan Tigapuluh North; ;lsahan, Sikambu; ;district or area(?); ;Indonesia;Riau;-0.6667;102; ;"other igneous deposit; alluvial placer";Sn-W veins, placer tin with REE, Nb, and Li; ;Sn, W, REE; ; ; ; ;Showing; ;;cassiterite;quartz;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +464;3043;Pegunungan Tigapuluh South; ; ;Pegunungan Tigapuluh;district or area(?); ;Indonesia;Riau;-1;102.6; ;alluvial placer; ; ;Sn, Ta, Nb, REE(?); ; ; ; ;Occurrence; ;;cassiterite, tantalite, columbite;quartz;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +465;3044;Plangas;Pelangas, part of Mentok; ;Pegunungan Tigapuluh;district or area; ;Indonesia;Bangka Belitung;-1.9276;105.3776;Estimated location near Pelangas on Bangka Island.;shoreline placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite;;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +466;3045;Puput; ; ; ;site(?); ;Indonesia;Bangka Belitung;-2.3104;106.0907;On Bangka Island.;"placer of unknown origin; tailings";placer, tailings; ;Sn, Zr, REE, Ti; ; ; ; ;Occurrence; ;monazite, xenotime;zircon, cassiterite, ilmenite, rutile, anatase;;;;;;;;;;;;Szamalek and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +467;3046;Ransiki;Papua; ; ;district or area; ;Indonesia;Papua;-1.5085;134.1598;Estimated location along Ransiki River near village of Ransiki.;"other igneous deposit; placer of unknown origin";"pegmatite, granite-hosted REE-Zr; placer"; ;Sn, Zr, Ta, Nb, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite, zircon;;;;;;;Waren-Anggi Granite;;;;;"Bahti and others (2011); Johari and Umi (1991)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +468;3048;Riau; ; ; ;district or area;island;Indonesia;Riau;0.58067;102.0979;Island.;shoreline placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite;;;;;;;;;;;;"Bahti and others (2011); Harjanto and others (2013); U.S. Geological Survey (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +469;3049;Rirang; ; ; ;district or area(?); ;Indonesia;Kalimantan Barat;-0.247226;110.839779;West Kalimantan.Estimation location on Pulau Karimata based on Fig 1 of Tjokrokardono and others (2002).;other igneous deposit; ;vein;REE, U; ; ; ; ;Occurrence; ;monazite, brannerite;uraninite, molybdenite, apatite, pyrite, rutile;tourmaline, chlorite, biotite, quartz;;;;;metasiltstone;;;;;"Mineralization is found in boulders and in one outcrop along the Rirang River, a tributary of the Kalan River; 2 veins are exposed in outcrop and controlled by the ENE-WSW fractures or schistosity; similar mineralization was also intersected by drill holes; monazite in boulders is free of both uranium and thorium.";"Bahti and others (2011); Dahlkamp (2009); Tjokrokardono and others (2002)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +470;3050;Sambas and Sintang; ; ; ;district or area(?); ;Indonesia;Kalimantan Barat;0.5;109.0833; ;alluvial placer; ; ;Zr, Ta, Nb, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Johari and Umi (1991);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +471;3051;Siabu;S. Siabu; ; ;site(?);Sn mine;Indonesia;Riau;0.237942;101.033678; ;tailings;tin tailings; ;Sn, REE, DIA; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite, diamond;;;;;;;;;;;;"Crow and Van Leeuwen (2005); Johari and Umi (1991)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +472;3052;Sibolga; ; ; ;district or area; ;Indonesia;Sumatera Utara;1.7333;98.8167; ;shoreline placer; ; ;Sn, Zr, Nb, Ta, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;"Crow and Van Leeuwen (2005); Johari and Umi (1991)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +473;3054;Singkep; ;includes S. Tenga, S. Timur, S. Utara; ;district or area; ;Indonesia;Kepulauan Riau;-0.4887;104.572;Location is in area of island that has been mined for tin.;supergene;"residual; placer"; ;Sn, Zr, Ta, Nb, REE; ; ; ; ;Deposit; ;monazite, xenotime, allanite;cassiterite, ilmenite, pyrite, hematite, rutile, zircon, tourmaline;;;;;;beach sand;;;;PT Timah;"Tin producer; this deposit has been reported depleted (Aleva, 1985); onshore and offshore deposits; deposits consist of eluvial/residual deposits, lag gravels, and some fluvial material.";"Aleva (1985); Bahti and others (2011); ESCAP and ABMRGG (1988); Hedrick and Templeton (1991); Johari and Umi (1991); Möller (1989a); Overstreet (1967)";;;;Past byproduct producer;;1936–1939, 1953–1955, 1961;Overstreet (1967);"1,554 t monazite produced 1936–1939; 405 t monazite produced 1953–1955; 100 t monazite produced in 1961.";;;;;;;;0.0002416 monazite+xenotime geologic resource;;;;;~1979;Johari and Umi (1991);Not compliant;;East Asia +474;3058;Sungailiat; ;includes Diniang Luat, Kantung Laut, A. Diniang, A. Kantung; ;district or area; ;Indonesia;Bangka Belitung;-1.8396;106.1014;Estimated location on Bangka Island.;alluvial placer; ; ;Sn, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime;cassiterite;;;;;;alluvium;;granite;;;;"Johari and Umi (1991); Kanayama (1973)";;;;Not known;;;;;;;;;;;;0.0004396 monazite+xenotime geologic resource;;;;;~1979;Johari and Umi (1991);Not compliant;;East Asia +475;3059;Sungkap; ; ; ;district or area(?); ;Indonesia;Bangka Belitung;-2.35;106.1344;On Bangka Island.;"placer of unknown origin; tailings";placer, tailings; ;Sn, REE, Ti, Zr; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite, zircon, ilmenite, rutile;quartz, tourmaline;;;;;;;;;;;Szamalek and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +476;3061;Tanah Merah; ; ; ;district or area; ;Indonesia;Kalimantan Barat;-1.802943;109.910673;Estimation location on Pulau Karimata based on Fig 1 of Tjokrokardono and others (2002).;shoreline placer; ; ;REE; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Tjokrokardono and others (2002);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +477;3062;Tanjung Pandan; ; ; ;district or area; ;Indonesia;Bangka Belitung;-2.7655;107.6347;Estimated location on Belitung Island in vicinity of village of Tanjung Pandan.;shoreline placer; ; ;Sn, REE; ; ; ; ;Deposit; ;monazite, xenotime;cassiterite;;;;;;;;;;PT Timah;;"Johari and Umi (1991); Lubis and Cahyafitri (2015)";;;;Not known;;;;;;;;;;;;0.002830 monazite+xenotime geologic resource;;;;;~1985;Johari and Umi (1991);Not compliant;;East Asia +478;3066;Toboali; ;includes Lembah Inas; ;district or area; ;Indonesia;Bangka Belitung;-3.0175;106.4614;Estimated location on Bangka Island based on Schwartz and Surjono (1991).;shoreline placer; ; ;Sn, Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime;cassiterite, pseudorutile, zircon, ilmenite, rutile;quartz, tourmaline;;;;;;;;;;;"Johari and Umi (1991); Schwartz and Surjono (1991); Szamalek and others (2013)";;;;No production(?);;;;;;;;;;;;0.0001829 monazite+xenotime geologic resource;;;;;~1979;Johari and Umi (1991);Not compliant;;East Asia +479;3068;Abukuma; ;Uzumine; ;district or area;mountains, area;Japan;Hukusima;37.5;140.75;General location.;other igneous deposit;pegmatites in granitic rock; ;REE, Zr, Ta, Nb; ; ; ; ;Occurrence; ;fergusonite, samarskite, euxenite-(Y), allanite, xenotime, monazite, gadolinite, cleveite, yttrialite-(Y);tourmaline, andalusite, corundum, zircon, beryl, magnetite, niobian rutile, ilmenite, columbite;quartz, microcline, albite, muscovite, biotite;;;;;pegmatite;;Cretaceous Gosaisyo series metamorphic rocks;;;"Pegmatites seem genetically related to a Cretaceous 2-mica granite intruding the Abukuma metamorphic belt; as many as 3000 small pegmatite bodies have been reported.";"Ishihara (1991); Nakajima and Kurosawa (2006); Tanaka and Ochaiai (1989)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +480;3069;Amagi;Amagi Mine;Amaki, Ataka, Buzen, Kotoge; ;site(?); ;Japan;Shizuoka;34.746174;138.78815; ;other igneous deposit;pegmatite; ;REE, Th; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +481;3070;Buttsuji Temple; ; ; ;site; ;Japan;Hirosima;34.4548;133.0238;Estimated location near Buttsuji Temple.;other igneous deposit;pegmatite; ;REE; ; ; ; ;Occurrence; ;monazite;;potassic feldspar, albite, (hornblende);Upper Cretaceous;;Upper Cretaceous;;granite;Hiroshima Granite;;;;Coarse-grained (1–3 cm) tabular monazite forms a lens with a length of about 10 m.;Sato and others (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +482;3071;Cape Ashizuri; ; ; ;intrusion or complex(?); ;Japan;Kōchi;32.724;133.0045;Estimated location.;alkaline igneous;alkaline igneous; ;Zr, Nb, Ta, REE, Th, U, Hf; ; ; ; ;Occurrence; ;xenotime, fergusonite, samarskite, chevkinite, allanite, monazite, euxenite-(Y);ilmenite, zircon, columbite, pyrochlore, magnetite, thorite, uranothorite, titanite, apatite, pyrite;alkali feldspar, plagioclase, quartz, amphibole, biotite;;;middle Miocene;13 Ma (K-Ar, (hornblende) and biotite);alkaline granite, quartz syenite, syenite, peralkaline rhyolite;;;hydrothermal;;;"Ishihara and Hoshino (2013); Nakashima and Imaoka (1998)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +483;3072;Ebisu; ; ; ;site;W-As mine;Japan;Gihu;36.1291;137.5505;In Naeogi district.;other igneous deposit;vein, greisen; ;W, As, Bi, U, REE; ; ; ; ;Showing; ;monazite, xenotime;wolframite, scheelite, molybdenite, arsenopyrite, zircon;quartz, garnet;;;;;;;;;;Mine worked for W and As.;"Dahlkamp (2009); Kato (1958); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +484;3074;Hiei-zan; ; ; ;intrusion or complex; ;Japan;Kyoto;35.0746;135.8446; ;other igneous deposit;monazite in adamellite; ;REE, Th; ; ; ; ;Showing; ;monazite;;;;;;;quartz monzonite;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +485;3075;Ishii; ; ; ;site(?); ;Japan;Yamaguchi;34.015918;132.133676;Estimated location based on Yamada and Kiyoshima (1960).;other igneous deposit;pegmatite; ;REE; ; ; ; ;Showing; ;monazite, xenotime;zircon;;;;;;;;;;;;"Overstreet (1967); Yamada and Kiyoshima (1960)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +486;3076;Ishikawa;Ishikawayama; ; ;site(?); ;Japan;Hukusima;37.25;140.25;On Honshu Island.;other igneous deposit;pegmatite; ;REE, Zr, Nb; ; ; ; ;Occurrence; ;monazite, allanite, xenotime, samarskite, zircon, ishikawaite;zircon, columbite, beryl;quartz, mica, tourmaline, garnet, andalusite;;;Cretaceous;;(hornblende) granodiorite, biotite granite;;;;;;"Dahlkamp (2009); Nakano and Ishikawa (1997); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +487;3077;Kawarazu; ; ; ;district or area; ;Japan;Ehime;33.9819;133.0487;Estimated location.;other igneous deposit;pegmatite; ;REE, Zr, Th; ; ; ; ;Showing; ;xenotime, allanite, monazite;zircon, thorite;titanite, biotite,;Upper Cretaceous;;;;granite;Hiroshima Granite;Ryoke granitoids;;;Rare earth minerals are microscopic.;Sato and others (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +489;3080;Mihara Mine area; ; ; ;district or area; ;Japan;Hirosima;34.3662;133.0655;Estimated location based on Sato and others (2013).;other igneous deposit;skarn, pegmatite; ;F, Be, Au, Ag, Cu, REE, Th; ; ; ; ;Showing; ;monazite, allanite, apatite;thorite, zircon;plagioclase, quartz;Upper Cretaceous;;"Jurassic; Upper Cretaceous";;monzonite, limestone;Hiroshima Granite;;;;"Mine is closed; past producer of fluorite, beryllium, gold, silver, and copper from skarn.";Sato and others (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +490;3081;Naegi; ; ; ;district or area; ;Japan;Gihu;35.545319;137.471102;Estimated location based on Ansai (1950), this area includes 3 mines.;alluvial placer;placer-alluvial; ;REE, Sn; ; ; ; ;Occurrence; ;allanite, apatite, zircon, enalite, fergusonite, samarskite, monazite, xenotime;cassiterite, thorite, zircon, garnet, magnetite, ilmenite, beryl, chrysoberyl;kaolinite;Upper Cretaceous;;Upper Cretaceous(?);;granite;;;;;;"Ansai (1950); Ishihara (2008); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +491;3082;Naegi; ; ; ;intrusion or complex; ;Japan;Gihu;35.5314;137.4481;Estimated location, could be mislocated.;other igneous deposit;granite, weathered granite, pegmatite; ;Sn, REE; ; ; ; ;Occurrence; ;allanite, apatite, zircon, enalite, fergusonite, samarskite, monazite, xenotime, fluorite;apatite, cassiterite, zircon, fluorite, ilmenite, rutile, columbite, thorite, garnet, tourmaline, topaz, sapphire, andalusite;kaolinite;Upper Cretaceous;;Upper Cretaceous(?);;granite;;;;;;"Ishihara (1991); Ishihara (2008); Murakami and Ishihara (2008); Overstreet (1967); Suzuki and others (1990)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +492;3084;Omishima Mine area; ; ; ;district or area; ;Japan;Ehime;34.2307;133.0074;Estimated location.;other igneous deposit;pegmatite; ;LST, REE, Zr; ; ; ; ;Showing; ;monazite, xenotime;zircon;iron oxide, biotite;Upper Cretaceous;;;;limestone, granite;Hiroshima Granite;;;;Limestone quarry intruded by Hiroshima Granite.;Sato and others (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +493;3085;Tanakami;Tanokami, Tanakamiyama, Taijin-zan; ; ;intrusion or complex;stock;Japan;Siga;34.9179;135.9848;Estimated location on Mt. Tamakami.;other igneous deposit;pegmatite; ;REE, F, Li; ; ; ; ;Showing; ;allanite, euxenite-(Y), fergusonite, gadolinite, hingganite, monazite, samarskite, yttrotantalite-(Y);fluorite;microcline, albite, quartz, beryl, topaz, orthoclase, muscovite, zinnwaldite, masutomilite;;;Upper Cretaceous(?);;biotite granite;Tanakami Granite;;;;;"Ishihara (1991); Overstreet (1967); Rakovan and others (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +494;3086;Uzumine;Utumine, Uzudaira pegmatite; ;Abukuma;district or area; ;Japan;Fukushima;37.2968;140.4695; ;other igneous deposit;pegmatite in granitic rock; ;REE, Zr, Ta, Nb; ; ; ; ;Showing; ;euxenite-(Y), monazite, xenotime, allanite;tourmaline, andalusite, corundum, zircon, beryl, magnetite, niobian rutile, ilmenite, columbite;quartz, microcline albite, muscovite, biotite;Cretaceous(?);;Cretaceous(?);;pegmatite;;Cretaceous Gosaisyo series biotite schist;;;;"Nakajima and Kurosawa (2006); Tanaka and Ochaiai (1989)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +495;3087;Yamanoo; ; ;Tsukuba district, Makabe district(?);site; ;Japan;Ibaraki;36.263336;140.123096; ;other igneous deposit;NYF pegmatite, granite; ;REE(?); ; ; ; ;Showing; ;allanite, monazite, xenotime-(Y), samarskite-(Y);zircon, apatite, titanite, ilmenite;muscovite, feldspar, quartz, garnet;;53-63 Ma;;;granite, pegmatite;;;;;;"Ichimura (1955); Nakano and Ishikawa (1997)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +496;3089;Attapu; ; ; ;intrusion or complex; ;Laos;Attapu;14.761;107.526;Estimated central location for granite with weathered crust.;supergene;granite weathered crust, ion absorption; ;REE; ; ;LREE>HREE; ;Occurrence; ;monazite, rhabdophane;;kaolinite, muscovite (illite), quartz;;;;;biotite granodiorite;Xe Xou North Pluton, Xe Xou East Pluton;;;;B horizon is enriched in REE relative to parent rock.;Sanematsu and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +497;3090;Bolaven Plateau; ; ; ;intrusion or complex; ;Laos;Champasak;15.1089;106.5376;Location is for sample site 1705.;supergene;residual, laterite from basalt; ;REE; ; ; ;up to 1444 ppm REE reported;Showing; ;florencite-(Ce);gibbsite, anatase;goethite, hematite, kaolinite;;;;;;;;;;"REE content varies with horizon; REE adsorption is largely absent.";Sanematsu and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +498;3091;Xaisomboun; ; ; ;intrusion or complex(?); ;Laos;Xaisômboun;18.784;103.42;Estimated central location for granite with weathered crust.;supergene;granite weathered crust, ion absorption; ;REE; ; ;LREE>HREE; ;Occurrence; ;monazite, rhabdophane;;kaolinite, muscovite (illite), quartz;;;;;biotite-(hornblende) granodiorite, granite porphyry;;;;;B horizon is enriched in REE relative to parent rock.;Sanematsu and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +499;3092;Ayer Hitam;Air Hitam, Kuala Lumpur; ; ;district or area; ;Malaysia;Selangor;2.9584;101.5954;Estimated location based on Roberts (1995).;alluvial placer; ; ;Sn, REE, Ti, Zr; ; ; ; ;Deposit(?); ;monazite, xenotime;cassiterite, zircon, ilmenite;quartz, tourmaline;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;"Roberts (1995); Schwartz and others (1995); Tompkins (2003)";;;;Byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +500;3093;Ayer Kuning; ; ; ;district or area; ;Malaysia;Perak;4.187;101.1589; ;shoreline placer; ; ;Sn, REE; ; ; ; ;Deposit; ;monazite;cassiterite;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;Tronah Mines Malaysia Bhd. (1988);;Roskill Information Services (1988);;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +501;3094;Babi;Puchong Babi, Bajas Tujoh, Bias Tujoh, Bajas Puchab; ; ;district or area(?); ;Malaysia;Perak;5.3167;100.9833;Estimated location on Google Earth.;alluvial placer(?); ; ;Sn, REE, Th; ; ; ; ;Occurrence; ;monazite;cassiterite;;;;;;;;;;;Monazite is reported to contain 4-5% ThO2.;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +502;3096;Bakri; ; ; ;district or area(?); ;Malaysia;Johor;2.0553;102.6572;Estimated location in village of Bakri.;alluvial placer; ; ;Sn, REE; ; ; ; ;Deposit(?); ;monazite, tanteuxenite-(Y);columbite, cassiterite, rutile, zircon, pyrite;gahnite, garnet;;;;;alluvial sediment;;;;Bakri Mining Co. (1963);;Flinter and others (1963);;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +503;3097;Ban Chin Hin; ; ;Kinta Valley;district or area; ;Malaysia;Perak;4.3844;101.0963;Estimated location based on Roberts (1995).;alluvial placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;monazite;cassiterite;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;Roberts (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +504;3098;Batu Gajah; ; ;Kinta Valley;district or area;HM mine;Malaysia;Perak;4.4337;101.0679; ;"shoreline placer; alluvial placer; tailings"; ; ;Sn, REE, Th; ; ; ; ;Deposit; ;monazite, xenotime, allanite;cassiterite, zircon, ilmenite, iron oxide, rutile, columbite;tourmaline, epidote;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;Tin tailings in this area are rich in heavy minerals that contain rare earth elements.;"Flinter and others (1963); Hussin and others (1991); Overstreet (1967); Roskill Information Services (1988)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +505;3099;Berjuntai;Batang Berjuntai; ; ;district or area;Sn placer mine;Malaysia;Selangor;3.4263;101.4047; ;tailings; ; ;Sn, Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, cassiterite, zircon, rutile;quartz, tourmaline;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;Tailings (amang) contain about 1% monazite + xenotime.;"Elsner (2010); Tompkins (2003)";;;;Past byproduct producer;Small past producer.;;;;;;;;;;;;;;;;;;;;East Asia +506;3100;Besar;Pulau Besar; ; ;district or area; ;Malaysia;Melacca;2.1149;102.3285; ;shoreline placer; ; ;Ti, Sn, REE; ; ; ; ;Deposit(?); ;xenotime, monazite, allanite;ilmenite, columbite, rutile, cassiterite, zircon;tourmaline;;;;;sand;;;;;;Flinter and others (1963);;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +507;3101;Besi;Sungai Besi; ; ;district or area;Sn mines;Malaysia;Wilayah Persekutuan Kuala Lumpur;3.0506;101.6728;Location estimated from Tompkins (2003).;alluvial placer; ; ;Sn, Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;cassiterite, ilmenite;quartz, tourmaline;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;"Batchelor (1988); Tompkins (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +508;3102;Bidor; ; ; ;district or area;Sn placer mine;Malaysia;Perak;4.0679;101.2498;Estimated location.;alluvial placer; ; ;Ti, Sn, REE, Zr, Au; ; ; ; ;Deposit; ;monazite;cassiterite, ilmenite, zircon, rutile, cassiterite, native gold;quartz, tourmaline;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;Hung Soon Kongsi (1963);;"Flinter and others (1963); Tompkins (2003)";;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +509;3103;Chai Fan Thom; ; ;Kinta Valley;district or area; ;Malaysia;Perak;4.4198;101.0587;Estimated location based on Roberts (1995).;alluvial placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;;cassiterite;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;Roberts (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +510;3104;Che Song;Kampong Che Song; ; ;site(?); ;Malaysia;Perak;4.3627;100.9925; ;"alluvial placer; tailings"; ; ;Sn, REE(?); ; ; ; ;Deposit; ;;cassiterite;;;;;;;;;;;;Tompkins (2003);;;gravel pump;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +511;3105;Dengkil; ; ; ;district or area; ;Malaysia;Selangor;2.864;101.654; ;alluvial placer(?); ; ;REE; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;;"Batchelor (1988); Tompkins (2003)";;;dredge;Past byproduct producer(?);;;;Last production reported in 2002.;;;;;;;;;;;;;;;;;East Asia +512;3106;Dengkil-Bangi; ; ; ;district or area; ;Malaysia;Selangor;2.9631;101.7977;Estimated location based on Tompkins (2003).;alluvial placer; ; ;Sn, REE(?); ; ; ; ;Occurrence; ;;;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;Average Sn grade is reported to be 0.25 kg/m3.;"Schwartz and others (1995); Tompkins (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +513;3107;Dinding;Dindings; ;Kinta Valley;district or area(?); ;Malaysia;Perak;4.4609;101.0567;Estimated location based on Roberts (1995).;alluvial placer; ; ;Sn, REE; ; ; ; ;Deposit; ;monazite;cassiterite;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;"Overstreet (1967); Roberts (1995)";;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +514;3108;Gambang; ; ; ;district or area; ;Malaysia;Pahang;3.7167;103.1; ;alluvial placer; ; ;Sn, REE; ; ; ; ;Deposit; ;xenotime, monazite;cassiterite, ilmenite, rutile, zircon;;;;;;;;;;;;"ESCAP and ABMRGG (1988); Overstreet (1967)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +515;3109;Gopeng; ; ; ;district or area; ;Malaysia;Perak;4.463;101.1402;Estimated location based on Roberts (1995).;alluvial placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;;cassiterite;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;"Roberts (1995); Tompkins (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +516;3110;Intan;Teluk Intan; ; ;district or area;bay;Malaysia;Perak;5.6395;101.034;Estimated location.;shoreline placer; ; ;Sn, REE(?); ; ; ; ;Occurrence; ;;cassiterite;;;;;;;;;;;;Tompkins (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +517;3111;Ipoh; ; ; ;district or area; ;Malaysia;Perak;4.5553;100.98; ;alluvial placer; ; ;Sn, Ti, REE; ; ; ; ;Deposit; ;xenotime, monazite;cassiterite;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;"Overstreet (1967); Roberts (1995)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +518;3113;Jelapang; ; ;Kinta Valley;district or area(?); ;Malaysia;Perak;4.6561;101.0767;Estimated location near Jelapang, Perak.;"alluvial placer; tailings"; ; ;Sn, REE; ; ; ; ;Occurrence; ;xenotime, monazite;cassiterite, ilmenite;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;Hussin and others (1991);;;;No production(?);;;;;;;;;;;;;;;;;;;;;East Asia +519;3114;Kambau mines;Ulu Sungei Payong; ; ;district or area(?); ;Malaysia;Johor;2.0156;104.0259;Estimated location in Johore.;supergene;residual; ;Sn, REE; ; ; ; ;Occurrence; ;monazite;cassiterite;;;;Mesozoic;;weathered granite;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +520;3115;Kampar; ; ; ;district or area; ;Malaysia;Perak;4.2957;101.1494;Estimated location in town of Kampar.;alluvial placer; ; ;Sn, REE; ; ; ; ;Deposit(?); ;monazite;cassiterite, columbite, zircon, ilmenite, iron oxide, rutile, anatase;tourmaline;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;Tronoh Mines Ltd. (1963);;"Flinter and others (1963); Tompkins (2003)";;;gravel pump;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +521;3116;Kampung Gajah; ; ; ;district or area;historic alluvial Sn mine;Malaysia;Perak;4.2495;101.0403; ;"tailings; alluvial placer"; ; ;Sn, Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;cassiterite, ilmenite, zircon;;;;;;alluvial sediment;;;;;;Hamzah and others (2009);;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +522;3117;Karak Tin Mine; ; ; ;district or area;Sn mine;Malaysia;Pahang;3.4146;102.0316;Estimated location at village of Karak.;alluvial placer; ; ;Ti, Sn, REE; ; ; ; ;Deposit(?); ;monazite, xenotime;cassiterite, zircon, ilmenite, iron oxides, rutile;tourmaline;;;;;;;;;;;Flinter and others (1963);;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +523;3118;Karangan;Sungai Karangan, Kulim; ; ;district or area; ;Malaysia;Kedah;5.5428;100.589; ;alluvial placer; ; ;REE, Ti, Sn; ; ; ; ;Deposit; ;monazite;ilmenite, cassiterite;;;;;;;;;;;"Concentrates from this area were reported to contain 41% monazite, 39% ilmenite, and 20% cassiterite in the early 20th century; heavy minerals are derived from granite intruded into phyllite and sandstone and cut by quartz veins with cassiterite, wolfram";Overstreet (1967);;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +524;3119;Kelantan; ; ; ;district or area; ;Malaysia;Kelantan;6.1682;102.2484;Estimated location near mouth of Kalantan River.;alluvial placer; ; ;Sn, REE, Th; ; ; ; ;Showing; ;monazite;cassiterite;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +525;3120;Kemaman;Sungai Kemaman; ; ;district or area; ;Malaysia;Terengganu;4.2135;103.3584; ;alluvial placer; ; ;Sn, REE; ; ; ; ;Showing; ;monazite, xenotime;cassiterite;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +526;3121;Khoo Soo Chai; ; ;Kinta Valley;district or area; ;Malaysia;Perak;4.5306;101.1552;Estimated location based on Roberts (1995).;alluvial placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;;cassiterite;;;;;;;;;;;;Roberts (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +527;3122;Killinghall; ; ;Kuala Lumpur;district or area; ;Malaysia;Selangor;2.998;101.6033;Estimated location, about 2.5 km southwest of Puchong Perdana, based on Roberts (1995).;alluvial placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;;cassiterite;;;;;;;;;;;;Roberts (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +528;3123;Kinta Valley; ; ; ;district or area; ;Malaysia;Perak;4.3;101.167; ;alluvial placer; ; ;Sn, REE, Ti, Zr; ; ; ; ;Deposit; ;monazite, xenotime;cassiterite, ilmenite, zircon, rutile;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;"ESCAP and ABMRGG (1988); Hamzah and others (2011); Hedrick and Templeton (1991); Towner (1992); Towner and others (1988)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +529;3124;Kuala Kelawang; ; ; ;district or area; ;Malaysia;Negeri Sembilan;2.7664;101.9829;Estimated location based on Tompkins (2003).;alluvial placer; ; ;Sn, REE(?); ; ; ; ;Showing; ;;;;;;;;;;;;;Average Sn grade is reported to be 0.42 kg/m3.;Tompkins (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +530;3125;Kuala Langat-Tj Duabelas; ; ; ;district or area; ;Malaysia;Selangor;2.8459;101.5838;Estimated location based on Tompkins (2003).;alluvial placer; ; ;Sn, REE(?); ; ; ; ;Showing; ;;cassiterite;;Middle Pleistocene;;Middle Pleistocene;;channel sand, sandy gravel;;;;;Average Sn grade is reported to be 0.16 kg/m3.;"Batchelor (1988); Tompkins (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +531;3126;Kuala Lumpur; ; ; ;district or area; ;Malaysia;Selangor;3;101.75;Very general location.;alluvial placer; ; ;Sn, REE, Ti, Au, Zr(?); ; ; ; ;Deposit; ;monazite, xenotime;cassiterite, ilmenite, native gold, zircon, rutile;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;"ESCAP and ABMRGG (1988); Hedrick and Templeton (1991); Towner (1992); Towner and others (1988)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +532;3127;Lahat Mine; ; ; ;district or area;Sn mine;Malaysia;Perak;4.5424;101.0352;Estimated location based on Roberts (1995).;alluvial placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;Beh Minerals;;"Roberts (1995); J. Hedrick (written commun., 2002)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +533;3128;Langkawi;Pulau Langkawi; ; ;site(?); ;Malaysia;Kedah;6.33;99.8144;Estimated location on Langkawi Island.;placer of unknown origin; ; ;Sn(?), REE; ; ; ; ;Occurrence; ;monazite;cassiterite(?);;;;;;sand;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +534;3129;Larut; ; ; ;district or area; ;Malaysia;Perak;4.7884;100.7489;Estimated location near Bukit Larut.;shoreline placer; ; ;Sn, REE(?); ; ; ; ;Occurrence; ;;cassiterite;;;;;;;;;;;;Tompkins (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +535;3130;Lumut-Dindings; ; ; ;district or area; ;Malaysia;Perak;4.2436;100.5855;Estimated location offshore.;shoreline placer; ; ;Sn, REE(?); ; ; ; ;Showing; ;monazite(?);cassiterite;;Pleistocene;;Pleistocene;;beach sand, sand, colluvium, eluvium;;;;;;"Batchelor (1988); Tompkins (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +536;3131;Padang;Batang Padang; ; ;district or area; ;Malaysia;Perak;4.0149;101.088; ;alluvial placer; ; ;Sn, REE; ; ; ; ;Deposit; ;monazite, xenotime;cassiterite, ilmenite, zircon, rutile;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;Overstreet (1967);;;;No production(?);;;;;;;;;;;;;;;;;;;;;East Asia +537;3132;Panching;Sungai Panching; ; ;district or area; ;Malaysia;Pahang;3.892;103.1674;Estimated location near Sugai Panching village.;alluvial placer; ; ;REE, Zr, Ti; ; ; ; ;Showing; ;monazite, xenotime;zircon, ilmenite;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +538;3133;Pantai; ; ; ;district or area; ;Malaysia;Perak;4.3953;100.5955;Estimated location, 6 km southwest of Pantai, based on Roberts (1995).;alluvial placer; ; ;Sn, REE; ; ; ; ;Showing; ;;cassiterite;;;;;;;;;;;;Roberts (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +539;3134;Pertang; ; ; ;district or area; ;Malaysia;Negeri Sembilan;2.9639;102.2166;Estimated location near village of Pertang.;alluvial placer; ; ;Sn, REE, Ti, Zr; ; ; ; ;Deposit(?); ;monazite, xenotime;cassiterite, zircon, ilmenite, iron oxide, rutile, columbite;tourmaline;;;;;;;;;Tambah Tin Dredging Co. Ltd. (1963);;Flinter and others (1963);;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +540;3135;Petaling;Kuala Lumpur; ; ;district or area; ;Malaysia;Selangor;2.9579;101.5689;Estimated location based on Roberts (1995).;supergene;"placer; residual"; ;Sn, Zr, Ti, REE, Nb; ; ; ; ;Deposit; ;monazite, xenotime;cassiterite, zircon, ilmenite, iron oxide, rutile, columbite;tourmaline;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;"Flinter and others (1963); Roberts (1995)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +541;3136;Rahman Hydraulic Tin Mine; ; ; ;district or area(?); ;Malaysia;Perak;5.6343;101.0331; ;alluvial placer;"placer; residual, hydrothermal stockwork"; ;Sn, REE; ; ; ; ;Deposit; ;;cassiterite;;;;;;;;;;;;U.S. Geological Survey (2013);1907;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +542;3137;Rawang-Kuala Kubu Baharu; ; ; ;district or area; ;Malaysia;Selangor;3.3276;101.5527;Estimated location based on Tompkins (2003).;alluvial placer; ; ;Sn, REE; ; ; ; ;Deposit; ;;;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;Average placer thickness is reported as 5.89 m with a Sn grade of 0.29 kg/m3.;Tompkins (2003);;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +543;3138;Selangor;Kuala Lumpur; ; ;district or area; ;Malaysia;Selangor;2.849;101.6116;Estimated location, about 4.5 km from Dengkil, based on Roberts (1995).;alluvial placer; ; ;Sn, Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;cassiterite, ilmenite, zircon;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;"Roberts (1995); U.S. Geological Survey (2013)";;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +544;3139;Seremban; ; ; ;district or area(?); ;Malaysia;Negeri Sembilan;2.6931;101.9023;Estimated location at town of Seremban.;alluvial placer; ; ;Sn, Ti, REE; ; ; ; ;Deposit(?); ;monazite, xenotime;cassiterite, zircon, ilmenite, iron oxide, rutile, columbite;tourmaline;;;;;;;;;Tongkah Compound No. 2, N.L. (1963);;"Flinter and others (1963); Overstreet (1967)";;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +545;3140;Siau Hin; ; ; ;district or area; ;Malaysia;Kedah;5.7;100.47;Estimated location at town of Semeling.;alluvial placer(?); ; ;Sn, REE, Th, U; ; ; ;Eu enriched;Deposit(?); ;monazite, fergusonite;columbite, cassiterite, zircon, garnet, magnetite wolframite, rutile, chromite;tourmaline, gahnite;;;;;;;;;;;Flinter and others (1963);;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +546;3141;Siliau; ; ; ;district or area; ;Malaysia;Negeri Sembilan;2.6115;101.865;Estimated location at town of Siliau.;alluvial placer(?); ; ;Sn, REE; ; ; ; ;Deposit(?); ;monazite, xenotime;cassiterite, zircon, ilmenite, iron oxide, rutile, columbite;tourmaline, gahnite;;;;;;;;;Rantau Tin Dredging Co. Ltd. (1963);;Flinter and others (1963);;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +547;3142;Sungkai; ; ; ;district or area; ;Malaysia;Perak;4.0064;101.3024;Estimated location in town of Sungkai.;alluvial placer; ; ;Ti, Sn, REE; ; ; ; ;Deposit(?); ;monazite, xenotime;ilmenite, cassiterite, zircon;tourmaline;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;Austral Amalgamated Tin Ltd. (1963);;Flinter and others (1963);;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +548;3143;Taiping; ; ; ;district or area; ;Malaysia;Perak;4.822;100.679;Estimated location near town of Taiping.;alluvial placer; ; ;Sn, REE, Ti, Zr; ; ; ; ;Deposit(?); ;monazite, xenotime, allanite, euxenite-(Y);cassiterite, zircon, ilmenite, iron oxide, rutile, columbite;tourmaline;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;Larut Tin Fields Ltd. (1963);;Flinter and others (1963);;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +549;3144;Tanjong Tualong; ; ; ;district or area; ;Malaysia;Perak;4.3344;101.0076; ;alluvial placer; ; ;Sn, REE(?); ; ; ; ;Showing; ;;cassiterite;;;;;;;;;;;;Tompkins (2003);;;gravel pump;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +550;3145;Tekka; ; ; ;district or area; ;Malaysia;Perak;4.5064;101.1638;Estimated location.;other igneous deposit;primary tin deposit, veins; ;Sn, REE; ; ; ; ;Occurrence; ;;cassiterite, wolframite, arsenopyrite, stannite, sphalerite, chalcopyrite, scheelite;quartz, tourmaline, topaz, muscovite (sericite), fluorite;Late Pliocene–Pleistocene;;Triassic;;granite;;;;;;"Teh (1981); Tompkins (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +551;3146;Teronoh;Tronoh; ; ;district or area; ;Malaysia;Perak;4.4191;100.981; ;alluvial placer; ; ;Sn, REE(?); ; ; ; ;Deposit; ;monazite;cassiterite, ilmenite, zircon;quartz, tourmaline;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;Ayer, Kuning and Kampar;Placer averages more than 20.0 m thick.;"Flinter and others (1963); Schwartz and others (1995); Tompkins (2003)";;;gravel pump;Byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +552;3147;Trengganu;Kuala Trengganu, Tringganu; ; ;district or area; ;Malaysia;Terengganu;5.3395;103.1395; ;shoreline placer(?); ; ;Sn, REE, Th; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +553;3148;Trong;Terong; ; ;district or area; ;Malaysia;Perak;4.7073;100.707;Estimated location near Terong, Perak.;alluvial placer; ; ;Sn, REE, Zr, Ti; ; ; ; ;Deposit(?); ;monazite, xenotime;cassiterite, zircon, ilmenite, iron oxide, rutile, columbite;tourmaline;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;Wah Sung Tin Mine Ltd. (1963);;Flinter and others (1963);;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +554;3150;Way;Sungai Way; ; ;district or area; ;Malaysia;Selangor;3.0862;101.5827;Estimated location based on Tompkins (2003).;alluvial placer; ; ;Sn, REE, Zr, Ti, Nb; ; ; ; ;Deposit; ;monazite, xenotime;cassiterite, zircon, ilmenite, iron oxide, rutile, columbite;tourmaline;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;Sungai Way Dredging Ltd. (1963);;"Flinter and others (1963); Tompkins (2003)";;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +555;3151;Yong Nyee Fan;Kinta Valley, Yong Ngee Fan; ; ;district or area; ;Malaysia;Perak;4.4382;101.1309;Estimated location based on Roberts (1995).;alluvial placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;;proustite, cassiterite, arsenopyrite;fluorite, tourmaline;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;Roberts (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +556;3152;Yoon Foong;Kinta Valley; ; ;district or area; ;Malaysia;Perak;4.429;101.1306;Estimated location based on Roberts (1995).;alluvial placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;;cassiterite;;Upper Pliocene–Pleistocene;;Upper Pliocene–Pleistocene;;sand, gravel;;;;;;Roberts (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +557;3153;Aduun Gol; ; ; ;site(?); ;Mongolia;Khövsgöl;50.3167;100.2167; ;unclassified; ; ;REE, Nb, Ga; ; ; ; ;Showing; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +558;3154;Altanboom; ; ; ;intrusion or complex(?); ;Mongolia;Khövsgöl;50.3333;98.5; ;other igneous deposit;leucocratic muscovite granite-hosted and associated greisen; ;Ta, Sr, Mo, Nb, REE; ; ; ; ;Occurrence; ;;;;;;;;leucocratic muscovite granite;;;;;Grade of 0.01-0.05% Ta2O5, 0.0002-0.03% Nb2O5, 0.0001-0.03% REE, 0.002-0.289% Mo.;Ariunbileg and others (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +559;3155;Angirt;Angirt gol; ; ;site; ;Mongolia;Hovd;46.0917;92.8833;"Generalized location is the same as for Khuld (ID_No 3204); but limited descriptive information suggests these records may be for different groups of pegmatites.";other igneous deposit;pegmatite; ;Be, Ta, Nb, REE;0.0001-0.01% Yb, 0.01–0.1% Y; ; ; ;Showing; ;;;;;;;;biotite-amphibole schist amphibolite;;;;;Consists of 8 pegmatite bodies.;"Ariunbileg and others (2003); Kamitani and others (2012); Mongolia Geologic Information Center (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +560;3156;Ar gol; ; ; ;site(?); ;Mongolia;Khövsgöl;50.4722;99.8986; ;alkaline igneous;peralkaline granitoid-related; ;Nb, Zr, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;"Mongolia Geologic Information Center (2003); Rodionov and others (2003); Dejidmaa and others (1999)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +561;3157;Ar khuruut; ; ; ;district or area; ;Mongolia;Khentii;48.4;110.0833; ;alluvial placer;REE-bearing placer; ;REE; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;"Mongolia Geologic Information Center (2003); Yoo and Koh (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +562;3158;Argal; ; ; ;intrusion or complex(?); ;Mongolia;Dundgovi;45.083;106.95; ;alkaline igneous;granitoid-related Zr-Nb-REE, rare metal bearing pegmatite, alkaline granite-related REE;pegmatite;Zr, Nb, REE; ; ; ; ;Showing; ;;zircon, pyrochlore, elpidite, armstrongite;;;;;;;;;;;;"Dejidmaa and others (1999); Yoo and Koh (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +563;3159;Armastrongitovy; ; ; ;intrusion or complex(?); ;Mongolia;Ömnögovi;42.95;107.033; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +564;3160;Arsain gol; ; ; ;intrusion or complex(?); ;Mongolia;Khövsgöl;50.75;99.9; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +565;3161;Artbedsonitovee; ; ; ;intrusion or complex(?); ;Mongolia;Ömnögovi;42.95;107.217; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +566;3162;Avdrant; ; ; ;intrusion or complex; ;Mongolia;Töv;47.662;108.027; ;alkaline igneous;"alkaline igneous-affiliated; peralkaline granitoid-related"; ;Nb, Ta, REE; ; ; ; ;Occurrence; ;;;albite, microcline (amazonite);;;Mesozoic(?);;peralkaline pyroxenite, granite;;;;Black Ridge Mining NL;Main ore body is about 550 m long and 200 m wide and may contain as much as 20–25 Mt ore with an HREE grade of 300–400 ppm.;"Ariunbileg and others (2003); Black Ridge Mining (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +567;3163;Barlagyngol; ; ; ;intrusion or complex(?); ;Mongolia;Govi-Altay;45.883;93.4; ;other igneous deposit;other igneous-affiliated;pegmatite;REE, Be, U, Th, Zr; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +568;3164;Bayan Khoshu; ; ; ;intrusion or complex; ;Mongolia;Ömnögovi;44.4;104.05; ;carbonatite;carbonatite-affiliated barite veins;vein;Ba, REE, Sr, P, Fe; ; ; ; ;Showing; ;;barite, celestine, fluorite;;Upper Jurassic(?);;Upper Jurassic(?);;carbonatite, alkaline syenite;;;;;;"Ariunbileg and others (2003); Dejidmaa and others (1999); Yoo and Koh (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +569;3165;Bayan Khushuu; ; ; ;intrusion or complex; ;Mongolia;Ömnögovi;44.3;104.583; ;carbonatite;carbonatite; ;Sr, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +570;3166;Bayangol; ; ; ;district or area; ;Mongolia;Bulgan;49.5;103.5833; ;metamorphic(?);albitic Ta-Nb-Zr-REE, granitoid-related Nb-Zr-REE; ;Ta, Nb, Zr, REE, U, Th; ; ; ; ;Showing; ;;;;;;;;albite metasomatite;;;;;;"Dejidmaa and others (1999); Dril and others (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +572;3168;Berh; ; ; ;site(?); ;Mongolia;Khövsgöl;50.3167;100.05; ;metamorphic(?);albitic Ta-Nb-Zr-REE; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +573;3169;Berill Uul; ; ; ;district or area(?); ;Mongolia;Dzavhan;47.9;95.517; ;other igneous deposit;Be-Mo greisen; ;Be, Mo, Ta, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +574;3172;Bor Ovoo-Har Had; ; ; ;intrusion or complex(?); ;Mongolia;Ömnögovi;42.517;105.717; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Cu, REE, Zr(?), Nb(?); ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +575;3173;Bulgat; ; ; ;site(?); ;Mongolia;Bayan-Ölgiy;46.585;91.395; ;other igneous deposit;igneous;pegmatite;Be, REE; ; ; ; ;Deposit; ;allanite;beryl;quartz, feldspar, muscovite;Upper Permian(?);;;;pegmatite;;Permian Indertyn granite;;;Deposit is reported to contain 0.39 kg/m3 allanite.;Ariunbileg and others (2003);;;;Past producer;Small past producer.;1956;Ariunbileg and others (2003);0.021 t allanite produced.;;0.001923;;;;;;;;;;;;Ariunbileg and others (2003);Not compliant;;East Asia +576;3174;Central; ; ; ;intrusion or complex(?); ;Mongolia;Ömnögovi;42.983;107.15; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +577;3176;Dolinny; ; ; ;intrusion or complex(?); ;Mongolia;Ömnögovi;43.133;107; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +578;3177;Dorozhnee; ; ; ;intrusion or complex(?); ;Mongolia;Ömnögovi;43.167;107.117; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +579;3179;Dund Khem Gol; ; ; ;intrusion or complex(?); ;Mongolia;Khövsgöl;50.65;99.533; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +580;3180;Gun Ondoriin Tsokhio; ; ; ;intrusion or complex(?); ;Mongolia;Selenge;50.05;104.783; ;other igneous deposit;albititic Ta-Nb-Zr-REE; ;Ta, Nb, Zr, REE; ; ; ;as much as 2% REE reported;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +583;3184;Janchivlan; ;Buural khangai, Urt Gozgor; ;intrusion or complex; ;Mongolia;Töv;47.5667;107.6; ;alkaline igneous;alkaline metasomatite; ;Ta, Nb, REE; ; ; ; ;Showing; ;;;;;;Mesozoic;;albite-polylithionite-trilithionite granite, microcline (amazonite)-albite granite;Janchivlan pluton;;;;;"Ariunbileg and others (2003); Dril and others (2010); Rodionov and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +584;3186;Khagiin Ulaan; ; ; ;intrusion or complex(?); ;Mongolia;Uvs;49.5;93.083; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE;Y present; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +585;3187;Khalzan Buregtei;Khalzanburegtei, Khalzanburged, Khaldzan Buragtag, Khalzan Buregte, Khalzan buregtee, Khalza Burget, Khaldzan-Buregtey, Halzan Buregtei; ; ;intrusion or complex; ;Mongolia;Hovd;48.3667;91.9333;In western Mongolia.;alkaline igneous;"alkaline granite-related REE, peralkaline granite; syenite-metasomatite"; ;Nb, Zr, REE, Ta; ; ;LREE>HREE; ;Deposit; ;fergusonite-(Y), allanite-(Ce), allanite-(Nd), bastnäsite-(Ce), synchysite-(Ce), sunchysite-(Y), pyrochlore-(Ce), britholite-(Ce), britholite-(Y), monazite-(Ce), chevkinite-(Ce), kainosite-(Y), gadolinite-(Y), xenotime-(Y);columbite-(Fe), pyrochlore, tantalite, fersmite, titanite, zircon, gittinsite, elpidite, catapleiite-(Ca), fluorite, polylithionite, ilmenite, bertrandite, neptunite, magnetite;quartz, albite, microcline, amphibole, arfvedsonite, aegirine, aenigmatite;Devonian;;Devonian;391–395 Ma (U-Pb, zircon);nordmarkite, alkaline granite, peralkaline granite, gabbro, basalt, pantellerite dikes, syenite;Khalzan Buegtei pluton;;metasomatic alteration;Boshgo Uul;;"Ariunbileg and others (2003); Czarnecki (2011); Dejidmaa and others (1999); ESCAP (1999); Gerel (1998); Kempe and others (2015); Kovalenko and Yarmolyuk (1995); Kovalenko and others (1995); Kovalenko and others (2007); Mongolia Geologic Information Center (2003); Yoo and Koh (2011); Fetherston (2004)";1984;;;No production;;;;;;"1) >1.2; 2) 0.4899";1) 0.3;;;;;;;;;;;"1) Kovalenko and others (1995); 2) Ariunbileg and others (2003); 3) Czarnecki (2011)";Not compliant;3) 0.1 Mt Y +1.0 Mt other REO;East Asia +586;3188;Khan Bogdo;Khan Bogd, Kahn Bogd, Khan Bogt; ; ;intrusion or complex; ;Mongolia;Ömnögovi;43.0698;107.1576;"In southern Mongolia; location is near center of pluton.";alkaline igneous;alkalic igneous, pegmatite; ;Ta, Nb, REE, Li, Ba, Ta, Hf, Th; ; ; ;"0.3–4.5% TREO reported; average grade is about 0.8%";Occurrence; ;polylithionite, synchysite, monazite, pyrochlore, titanite;elpidite, armstrongite, pyrochlore, titanite;microcline, quartz, arfvedsonite;Permian;290 ± 2 Ma (U-Pb, zircon);Permian: Cisuralian;290–287 Ma;peralkaline granite, riebeckite-arfvedsonite granite, pegmatite;;syenite, alkaline rhyolite;;;;"Ariunbileg and others (2003); ESCAP (1999); Gerel (1998); Kovalenko and others (1976); Kovalenko and others (2007); Kovalenko and Yarmolyuk (1995); Möller (1989a); Rodionov and others (2003); Vladykin (2013); Yarmolyuk and Kuzmin (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +587;3189;Khandagait; ; ; ;intrusion or complex; ;Mongolia;Uvs;50.667;92.167; ;carbonatite;Fe-REE carbonatite; ;Fe, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +588;3190;Kharaa gol; ; ; ;site(?); ;Mongolia;Selenge;48.9667;105.8833; ;unclassified; ; ;REE; ; ; ;0.03–4.7% TREE;Showing; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +589;3192;Khargait 1; ; ; ;site; ;Mongolia;Bayan-Ölgiy;46.6617;91.35; ;other igneous deposit;igneous, greisen;pegmatite, stockwork, vein;Be, Nb, REE; ; ; ; ;Deposit;small deposit;;beryl, beryl (aquamarine), columbite, fluorite;quartz, feldspar, muscovite, tourmaline;Upper Permian(?);;;;;;Permian Indertyn granite;;;;Ariunbileg and others (2003);;;;Past producer;Small past producer.;;Ariunbileg and others (2003);1.631 t of REE produced.;;;;;;;;;;;;;;;;;East Asia +590;3193;Khashaatyn Khhar; ; ; ;intrusion or complex; ;Mongolia;Uvs;49.5;92.533; ;other igneous deposit;granitoid-related Ta-Nb-REE; ;Zr, REE;Y; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +591;3194;Khatuugiin; ; ; ;intrusion or complex; ;Mongolia;Hovd;48.8778;91.9375; ;alkaline igneous;alkalic igneous metasomatic; ;REE, Zr, Ta, Nb, Sn; ; ; ; ;Occurrence; ;;;albite, quartz, mica;;;;;metasomatite, subalkaline granite;Bayan Ulzii granite;Lower Cambrian volcanic rock;;;Three mineralized metasomatic bodies occur along the Altankhukhii fault zone.;"Ariunbileg and others (2003); Dejidmaa and others (1999); Rodionov and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +592;3197;Khoit Khuldiin Gol;Khoit Khuldin; ; ;site(?); ;Mongolia;Hovd;45.8667;93.35;"Generalized location is the same as for North Khuld (ID_No 3222); but there is insufficient information to determine if these records are for the same occurrence.";unclassified; ; ;REE; ; ; ;up to 1.25% TREE;Showing; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +593;3198;Khokh Tolgai; ; ; ;site(?); ;Mongolia;Uvs;50.233;94.3; ;unclassified; ; ;Ta, REE, Nb, Zr; ; ; ;0.05–0.2% TREO;Deposit; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);Not compliant;Reserve of 0.100 Mt REE reported at 0.1–0.2 TREE.;East Asia +594;3199;Kholboo Khudag; ; ; ;site(?); ;Mongolia;Govi-Altay;45.717;93.917; ;unclassified; ; ;REE; ; ; ;0.08–50% TREE;Showing; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +595;3200;Khondlon 1; ; ; ;intrusion or complex; ;Mongolia;Uvs;50;91.4; ;alkaline igneous;alkaline syenite-related REE, granitoid-related Mo; ;Mo, REE; ; ; ; ;Showing; ;zircon;zircon, pyrochlore, eudialyte, fluorite;;;;;;alkaline syenite, nepheline syenite;;;;;;"Dejidmaa and others (1999); Yoo and Koh (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +596;3201;Khondlon 2; ; ; ;intrusion or complex; ;Mongolia;Uvs;49.8167;91.3667; ;alkaline igneous;alkaline syenite-related REE, granitoid-related Mo; ;Mo, REE; ; ; ; ;Showing; ;zircon;zircon, pyrochlore, eudialyte, fluorite;;;;;;alkaline syenite, nepheline syenite;;;;;;"Dejidmaa and others (1999); Yoo and Koh (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +597;3202;Khotgor; ; ; ;intrusion or complex; ;Mongolia;Ömnögovi;44.1167;104.6667; ;carbonatite; ;vein;REE, Sr, P(?); ; ; ;deposit reported to contain 15.17% REE;Occurrence; ;bastnäsite;celestine, apatite, magnetite, fluorite, fayalite;;;;;;leucocratic trachyte, breccia, carbonatite;;;;QGX;Deposit is reported to contain 0.1% Sr.;"Ariunbileg and others (2003); Dejidmaa and others (1999); Mongolia Geologic Information Center (2003); Rodionov and others (2003); Yoo and Koh (2011)";;;;No production;;;;;200;;0.7;;;;;;;;;;;;;;East Asia +598;3203;Khujirtyn Davaa; ; ; ;intrusion or complex; ;Mongolia;Khövsgöl;49.8;100.0333; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +599;3204;Khuld; ; ; ;site(?); ;Mongolia;Hovd;46.0917;92.8833;"Generalized location is the same as for Angirt (ID_No 3155); but limited descriptive information suggests these records may be for different groups of pegmatites.";metamorphic(?);pegmatite;;Be, Nb, REE, Ta; ; ; ; ;Deposit;very small deposit;fergusonite, euxenite, samarskite;beryl;;Upper Permian(?)–Triassic;;;;metamorphic rock;;Permian Indertyn granite leucogranite complex;;;10 pegmatite bodies occur in an area of 4 km2.;"Ariunbileg and others (2003); Kamitani and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;Ariunbileg and others (2003);Not compliant;Geologic resource of 27 kg fergusonite, 10 t beryl at 0.1% Nb, 0.23% REE, 0.1% Y.;East Asia +601;3206;Khuldin Gol; ; ; ;site(?); ;Mongolia;Govi-Altay;45.8833;95.2833; ;unclassified; ; ;REE; ; ; ;0.08-1.28% TREE;Showing; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +602;3207;Khurdet; ; ; ;district or area; ;Mongolia;Govi-Altay;45.8472;93.4556; ;other igneous deposit;pegmatites;pegmatite;Nb, REE, Zr;deposit reported to contain 0.1% Y; ; ;deposit reported to contain 0.23% REE;Occurrence; ;fergusonite, samarskite;beryl;;Upper Permian;;;;metamorphic rock;;Permian Indertyn granite;;;10 pegmatite bodies occur in an area of 4 km2.;"Ariunbileg and others (2003); Kamitani and others (2012); Rodionov and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +603;3208;Khuriin char tolgod 1; ; ; ;site(?); ;Mongolia;Dornogovi;42.8917;108.1667; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +604;3209;Khuriin char tolgod 2; ; ; ;site(?); ;Mongolia;Dornogovi;42.875;108.1833; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +605;3211;Lagerny; ; ; ;intrusion or complex; ;Mongolia;Ömnögovi;43.017;107.05; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +606;3212;Lugin Gol;Lugiyn gol, Luugin gol; ; ;intrusion or complex; ;Mongolia;Dornogovi;42.9639;108.6014;In Gobi desert. Exploration visible on Google Earth.;carbonatite;carbonatite-related;dike;REE, Sr, Ba, F, P;0.03–0.3% Y;50.7% Ce, 33.0% La, 5.0% Nd; ; ;Deposit;small deposit;bastnäsite, synchysite, parisite;fluorite, barite, rutile, pyrite;carbonate;Middle Triassic;230 Ma;;;carbonatite, nepheline syenite;Lugingol pluton;ijolite;;REO;20 carbonatite dike zones with 400 separate mineralized pods.;"Ariunbileg and others (2003); Dejidmaa and others (1999); ESCAP (1999); Kovalenko and others (1976); Kovalenko and Yarmolyuk (1995); Mongolia Geologic Information Center (2003); Neary and Highley (1984); Vladykin (2013); Yoo and Koh (2011)";;;;No production;;;;;"1) 0.72; 2) 0.014 reserves";1) 0.023;"1) 3.2; 2) 0.5–3.5";;;;;;;;;;;"1) ESCAP (1999); 2) Ariunbileg and others (2003)";Not compliant;;East Asia +607;3213;Maikhan Uul; ; ; ;intrusion or complex; ;Mongolia;Bayan-Ölgiy;48.85;91.0111; ;alkaline igneous;albite syenite- or nepheline syenite-related; ;Ta, Nb, REE, Zr;Y; ; ; ;Deposit;small deposit;;fluorite;quartz;Middle Triassic;244 ± 5 Ma (K-Ar);;;nepheline syenite;;;albitization;;Mineralization is albite-altered zone that is 500 m long and 1–7 m wide.;"Ariunbileg and others (2003); Rodionov and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;Ariunbileg and others (2003);Not compliant;0.001123 Mt Y + 0.00072 Mt Ce +0.001206 Mt La reserve;East Asia +608;3214;Maikhant; ; ; ;intrusion or complex; ;Mongolia;Bayan-Ölgiy;48.833;91.1; ;alkaline igneous;alkaline syenite-related REE, granitoid-related Zr-Nb-REE;pegmatite;Zr, Nb, REE; ; ; ; ;Showing; ;zircon;zircon, pyrochlore, eudialyte, fluorite;;;;;;alkaline syenite, nepheline syenite;;;;;;"Dejidmaa and others (1999); Yoo and Koh (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +609;3215;Mogoi chuluut; ; ; ;site(?); ;Mongolia;Khentii;47.5111;110.5011; ;unclassified; ; ;Pb, REE, Zn; ; ; ; ;Deposit;small deposit;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);Not compliant;0.008 Mt REE reserve reported.;East Asia +610;3217;Monastyrsky; ; ; ;intrusion or complex; ;Mongolia;Ömnögovi;43.15;107.083; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +611;3218;Mushgai Khudag;Mushgia Khudag, Mushugai Khuduk, Mushugai-Khuduk, Mushgai Hudag, Mushagai Khudag, Mushugay-Khuduk; ; ;intrusion or complex; ;Mongolia;Ömnögovi;44.3883;103.7689; ;carbonatite;carbonatite-related; ;REE, Sr, Ba, P, F, Fe, GYP, Pb; ; ; ; ;Deposit; ;apatite, bastnäsite;fluorite, apatite, barite, magnetite;;Upper Jurassic (to earliest Cretaceous?);;Upper Jurassic (to earliest Cretaceous?);;magnetite-apatite rock, potassic alkaline volcanic rocks, carbonatite, melanephelinite, melaleucitite;;;;Mongol Gazar (2011);Apatite has high REE.;"Ariunbileg and others (2003); Dejidmaa and others (1999); ESCAP (1999); Kovalenko and Yarmolyuk (1995); Hendrick (2001); Möller (1989a); Mongolia Geologic Information Center (2003); Peters and others (2005); Rodionov and others (2003); Samoylov and others (1988); Singer (1998); Weng and others (2015); Vladykin (2013); Yoo and Koh (2011)";;;;No production;;;;;"1) 200 reserve; 2) 367";2) 5.9;"1) 1.5; 2) 1/6";;;;;;;;;;;"1) ESCAP (1999); 2) Weng and others (2015)";"1) Not compliant; 2) Not known";;East Asia +612;3221;Navchin gol; ; ; ;site(?); ;Mongolia;Khentii;48.3333;109.9667; ;unclassified; ; ;REE; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;0.5 to 100 g/cubic meter of monazite reported.;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +613;3222;North Khuld;Urd Khuldyn gol(?) ; ; ;site; ;Mongolia;Hovd;45.8667;93.35;"Generalized location is the same as for Khoit Khuldiin Gol (ID_No 3197); but there is insufficient information to determine if these records are for the same occurrence.";other igneous deposit;pegmatite; ;Be, Nb, REE; ; ; ; ;Deposit;small deposit;fergusonite;beryl;;;;;;schist, gneiss;;;;;9 pegmatite bodies.;"Ariunbileg and others (2003); Kamitani and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;Ariunbileg and others (2003);Not compliant;Geologic resource of up to 270 kg of fergusonite and, 10-12 t of beryl present.;East Asia +614;3224;Olgii khiid; ; ; ;site(?); ;Mongolia;Töv;48.6333;108.2333; ;unclassified; ; ;REE, Rb; ;260 g/t La, 300 g/t Ce; ; ;Showing; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +615;3226;Ondor; ; ; ;site(?); ;Mongolia;Töv;47.2667;107.6667; ;unclassified; ; ;Zr, REE;Y; ; ; ;Showing; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +616;3227;Ondor Mandal; ; ; ;intrusion or complex; ;Mongolia;Dzavhan;48.167;96.033; ;other igneous deposit;granitoid-related REE; ;REE(?); ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +617;3228;Orgon khajuu; ; ; ;site(?); ;Mongolia;Bulgan;48.05;102.9333; ;unclassified; ; ;Sr, Zr, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +618;3229;Severnee; ; ; ;intrusion or complex; ;Mongolia;Ömnögovi;43.167;107.167; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +619;3230;Shar khooloi; ; ; ;site(?); ;Mongolia;Zavkhan;49.05;92.75; ;unclassified; ; ;Nb, Ta, REE;Y; ; ; ;Showing; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +620;3231;Shartolgoi;Shar tolgoi; ; ;intrusion or complex; ;Mongolia;Uvs;49.0833;92.7167; ;alkaline igneous;alkalic igneous metasomatic, alkaline syenite-related REE; ;Ta, Nb, Zr, REE; ; ; ; ;Occurrence; ;xenotime, gagarinite;zircon, columbite, pyrochlore, titanite, fluorite;;;;;;nordmarkite, alkaline syenite;;Cambrian diorite;;;Host rocks are reported to be intensely altered by Ariunbileg and others (2003).;"Ariunbileg and others (2003); Dejidmaa and others (1999); ESCAP (1999); Gerel (1998); Rodionov and others (2003); Yoo and Koh (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +621;3233;Shoroot; ; ; ;site; ;Mongolia;Bayan-Ölgiy;46.5867;91.42; ;other igneous deposit; ;pegmatite;Be, Nb, REE, Li; ; ; ;0.05–7.3% REE reported;Deposit;small deposit;;beryl;quartz, feldspar;Upper Permian(?);;;;;;Permian Indertyn granite;;;9 pegmatite bodies occur in an area 320 m by 80 m.;Ariunbileg and others (2003);;;;Past producer;Small past producer.;;Ariunbileg and others (2003);0.483 t REE produced.;;;;;;;;;;;;;;;;;East Asia +622;3234;South; ; ; ;intrusion or complex; ;Mongolia;Ömnögovi;42.95;107.05; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +623;3235;Southeast; ; ; ;intrusion or complex; ;Mongolia;Ömnögovi;43.017;107.267; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +624;3236;Tamchiin Davaa; ; ; ;site(?); ;Mongolia;Govi-Altay;45.733;93.967; ;other igneous deposit;pegmatite;pegmatite;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +625;3237;Teeliin gol; ; ; ;intrusion or complex; ;Mongolia;Uvs;50.75;92.333; ;carbonatite;Fe-REE carbonatite; ;Fe, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +626;3238;Tsagaan chuluut; ; ; ;site(?); ;Mongolia;Khentii;47.9761;110.5; ;unclassified; ; ;REE; ; ; ; ;Deposit; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;0.0095-0.075;;;;;;;;;;Mongolia Geologic Information Center (2003);Not compliant;Reserve of 0.757 Mt REE reported.;East Asia +627;3239;Tsakhir;Tsakhirt, Tsahir khudag; ; ;intrusion or complex; ;Mongolia;Hovd;48.5;91.9167; ;alkaline igneous;peralkaline granitoid-related, metasomatite, alkaline granite-related REE; ;Nb, Ta, Zr, REE;deposit averages 0.02% Y; ; ; ;Deposit;small deposit;allanite-(Ce), fergusonite, Ce-bearing titanite, chevkinite, gadolinite, apatite, fersmite, synchysite, cerite, kainosite-(Y), ferriallanite-(Ce);zircon, pyrochlore, columbite, magnetite, ilmenite, fluorapatite, pyrrhotite, titanite, fluorite, elpidite;quartz, albite, microcline, amphibole, actinolite, epidote, calcite;Devonian;395 Ma;;;nordmarkite, alkaline granite, metasomatite, dolerite;;;hydrothermal;;"Deposit averages 3.0% Zr, 0.5% Nb, and 0.02% Ta; mineralization is largely in vein-like alteration zones of doubtlessly hydrothermal origin within dolerite and Silurian granite.";"Ariunbileg and others (2003); ESCAP (1999); Gerel (1998); Kamitani and others (2014); Kempe and others (2015); Kovalenko and others (2007); Yoo and Koh (2011)";1989;;;No production;;;;;;;;0.02% Y;;;;;;;;;;Ariunbileg and others (2003);Not compliant;0.050 Mt Y resource;East Asia +628;3240;Tsakhiryn; ; ; ;intrusion or complex; ;Mongolia;Hovd;48.5;91.917; ;other igneous deposit;granitoid-related Ta-Nb-REE; ;Zr, Nb, REE;Y; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +629;3241;Tseden; ; ; ;intrusion or complex; ;Mongolia;Dornogovi;42.9592;108.1212; ;carbonatite(?); ;dikes, vein;REE; ; ; ; ;Occurrence; ;bastnäsite;;calcite;;;;;shonkinite, carbonatite;;;;;"Several dikes of K-alkali shonkinites, 1–3 m thick and a few tens of meters long, cut gray sandstone; a carbonatite dike 1m thick and 20 m long is also present and contains up to 30% REE.";Vladykin (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +630;3242;Uamkhem; ; ; ;intrusion or complex; ;Mongolia;Khövsgöl;50.983;98.533; ;other igneous deposit;granitoid-related Ta-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +631;3244;Ujig gol; ; ; ;intrusion or complex; ;Mongolia;Khövsgöl;50.2611;99.7667; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;"Dejidmaa and others (1999); Mongolia Geologic Information Center (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +632;3245;Ulaan Tolgoi;Ulaantolgoi, Ulan tolgoi, Ulan Tolgoy; ; ;intrusion or complex; ;Mongolia;Uvs;49.4667;93.0333; ;alkaline igneous;peralkaline granitoid-related, alkaline granite-related REE; ;Zr, Nb, Ta, REE;Y; ; ; ;Deposit; ;xenotime;pyrochlore, columbite, titanite, zircon, fluorite;biotite, quartz, feldspar;Paleozoic(?);;Late Permian–Early Triassic;;alkaline riebeckite syenite, granite, albitite;;Middle–Upper Cambrian granodiorite;;;;"Ariunbileg and others (2003); Dejidmaa and others (1999); ESCAP (1999); Gerel (1998); Rodionov and others (2003); Yarmolyuk and Kuzmin (2012); Yoo and Koh (2011)";;;;No production;;;;;;;;;;;;;;;;;;Ariunbileg and others (2003);Not compliant;"0.02–0.025 Mt Y resource; 10,000–12,000 t Ta resource, 100,000–120,000 t Nb resource";East Asia +633;3246;Ulaan Uul; ; ; ;intrusion or complex(?); ;Mongolia;Bayan-Ölgiy;49.2242;90.2422; ;other igneous deposit;other igneous-affiliated, greisen;stockwork, vein;W, Nb, REE;Y; ; ; ;Deposit;small deposit;yttrofluorite;wolframite, beryl, molybdenite;quartz;Jurassic;;Jurassic;;leucocratic granite;Ulaanuul pluton;;;;Approximately 40 veins in the deposit trend northeast and are up to 1000 m long and 0.1–1.5 m wide.;Ariunbileg and others (2003);;;;No production;;;;;;;;;;;;;;;;;;Ariunbileg and others (2003);Not compliant;0.0005 Mt Y resource;East Asia +634;3249;Undur Naran; ; ; ;intrusion or complex(?); ;Mongolia;Dornogovi;44.7167;109.5833; ;other igneous deposit;granitoid-related Cu-REE; ;Cu, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +635;3250;unnamed; ; ; ;site(?); ;China;Nei Mongol;42.15;102.6;Less that 1 km from the Mongolian boundary, Ömnögovi province, the site could be in either country.;other igneous deposit;"other igneous-affiliated; epithermal";vein;Zr, Nb, REE;Y; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +636;3251;unnamed; ; ; ;intrusion or complex; ;Mongolia;Khövsgöl;49.717;100.25; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +637;3252;Urt Gozgor; ; ; ;district or area; ;Mongolia;Töv;47.5667;107.55;In Janchivlan area.;alluvial placer; ; ;Ta, Nb, Sn, Ti, REE, Au; ; ; ; ;Occurrence; ;monazite, allanite;cassiterite, ilmenite, gold, magnetite, apatite, zircon, titanite, columbite-tantalite, microlite, topaz, fluorite;pyroxene, chlorite, epidote, biotite, tourmaline;;;;;;;;;;;Tumenbayar and others (2000);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +638;3253;Ust Gol; ; ; ;site(?); ;Mongolia;Khövsgöl;50.467;100.083; ;unclassified; ; ;REE, Ga; ; ; ; ;Showing; ;;;;;;;;;;;;;;Mongolia Geologic Information Center (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +639;3254;Yarhis Gol;Yarkhis Gol, Yarkhis; ; ;intrusion or complex; ;Mongolia;Khövsgöl;50.2806;100.3917; ;alkaline igneous;alkaline syenite-related REE, granitoid-related Zr-Nb-REE; ;Zr, Nb, REE, Ge; ; ; ; ;Showing; ;xenotime, gagarinite;zircon, columbite;;;;;;alkaline syenite, nephelinite, albitite;;;;;;"Dejidmaa and others (1999); Mongolia Geologic Information Center (2003); Yoo and Koh (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +640;3255;Yarkhis gol; ; ; ;intrusion or complex; ;Mongolia;Khövsgöl;50.317;100.767; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +641;3256;Zanadnee; ; ; ;intrusion or complex; ;Mongolia;Ömnögovi;42.983;107; ;other igneous deposit;granitoid-related Zr-Nb-REE; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Dejidmaa and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +642;3257;Ulug-Odir-Oiy; ; ; ;intrusion or complex(?); ;Russian Federation;Tyva;52.15;98.0333; ;alkaline igneous;peralkaline granitoid-related; ;Ta, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;"Ariunbileg and others (2003); Rodionov and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +643;3259;Bilugyun and Kyaikkami Beach; ; ; ;district or area; ;Myanmar;Mon;16.3254;97.4587;Approximate location.;shoreline placer; ; ;REE; ; ; ; ;Showing; ;monazite;;;;;;;black sand;;;;;;ESCAP (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +644;3260;Heinze Basin;Heinze Chaung; ; ;district or area; ;Myanmar;Tanintharyi;14.7501;97.999; ;shoreline placer(?); ; ;Sn, W, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite, wolframite, scheelite, zircon;clay;;;;;sand, clay;;;;;Drowned tidal basin.;"ESCAP (1996); Nyun (1957); U.S. Geological Survey (2013); World Bank (1977)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +645;3261;Kanbauk; ; ; ;district or area; ;Myanmar;Tanintharyi;14.6062;98.05; ;shoreline placer(?);heavy mineral sands; ;Sn, W, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite, wolframite, scheelite, zircon;clay;;;;;sand, clay;;;;Myanmar No. 2 Mining Corporation;;"ESCAP (1996); Nyun (1957); World Bank (1977)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +646;3262;Kyan Chaung;Kyanchaung; ; ;district or area; ;Myanmar;Tanintharyi;13.5347;98.3857;Monazite is reported 1 mile northwest of the mouth of the Kyan Chaung.;alluvial placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;alluvium;;;;;;"ESCAP (1996); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +647;3263;Lamawpyin-Shwedu Chaung; ; ; ;district or area; ;Myanmar;Tanintharyi;12.411;98.6551;"Estimated location on Shwedu Chaung; in Mergui district.";alluvial placer; ; ;Ti, REE, Fe, GAR, Zr, Th; ; ; ; ;Showing; ;monazite;ilmenite, magnetite, garnet, zircon;;;;;;stream sediment;;;;;"Samples from these streams reported to contain 0.2 to 6.3 pounds heavy minerals per cubic yard of sediment; streams drain granite in the Anatholin Range.";"ESCAP (1996); Nyun (1957); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +648;3264;Mogok; ; ; ;district or area; ;Myanmar;Sagaing;22.9076;96.4993; ;alluvial placer; ; ;GEM, Zr, U, REE; ; ; ; ;Occurrence; ;monazite, samarskite;zircon, uraninite, corundum, forsterite, spinel, uraninite (pitchblende);;;;;;;;;;;Heavy mineral sands.;"Cavosie and others (2011); ESCAP (1996); International Atomic Energy Agency (1977); U.S. Geological Survey (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +649;3266;Mong Kung; ; ; ;district or area; ;Myanmar;Shan;22.8488;96.7686; ;alluvial placer; ; ;Nb, Sn, Ta, REE, Th; ; ; ; ;Occurrence; ;monazite;columbite, cassiterite, tantalite, magnetite;;;;;;river sand;;;;;;"ESCAP (1996); Nyun (1957)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +650;3267;Sakagyi; ; ; ;district or area; ;Myanmar;Sagaing;22.8833;96.2167; ;alluvial placer; ; ;Zr, REE, U; ; ; ; ;Occurrence; ;monazite;zircon;;;;;;;;;;SA Mineracao da Trindade;Heavy mineral sands in vicinity of pegmatite.;ESCAP (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +651;3268;Tavoy;Taungthonlon;Kyanchaung, Shwechaung; ;district or area;historic Sn mine;Myanmar;Tanintharyi;14.1621;98.4596;Estimated location.;alluvial placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;monazite;cassiterite;;;;;;;;;;;;"ESCAP (1996); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +652;3269;Wan Hapalam;Wan Hpa-lan; ; ;district or area; ;Myanmar;Shan;21.533;97.3; ;alluvial placer; ; ;Sn, REE; ; ; ; ;Occurrence; ;monazite;garnet, cassiterite, hematite, rutile;;;;;;alluvial sand;;;;;;"ESCAP (1996); Nyun (1957); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +653;3270;Yadanabon Mine; ; ; ;district or area;W mine;Myanmar;Thanintharyi;11.285;99.283;Approximate location.;alluvial placer; ; ;W, Sn, REE; ; ; ; ;Occurrence; ;monazite;wolframite, bismuthinite, pyrite;quartz;;;;;alluvial sediment, weathered granite;;;;;"Monazite occurs in stream and probably in granite; sand is about 30% monazite.";"ESCAP (1996); World Bank (1977)";;;gravel pump;No production;;;;;;;;;;;;;;;;;;;;;East Asia +654;3271;Apdong; ; ; ;intrusion or complex(?);historic Nb-Ta mine;North Korea;Kangwon-do;38.416984;127.349059;Estimated based on Lee and Kim (2003).;alkaline igneous;alkali metasomatite;veins, lenses;Nb, Ta, Zr, REE; ; ; ; ;Occurrence; ;pyrochlore, fergusonite, monazite;pyrochlore, zircon, columbite, magnetite, fluorite, molybdenite, ilmenite, apatite, titanite;quartz, microcline, orthoclase, albite, arfvedsonite, aegirine, biotite;;;Late Paleozoic - Early Mesozoic;190-361 Ma (K-Ar);syenite;Hoamsan intrusion;;alkali metasomatism, Na-metasomatism;;Veins and lenticular ore bodies up to 4 km long along strike. Average thickness is 250 m and depth extends to 200 m. Ta mine did not prove to be economically feasible.;"Lee and Kim (2003); Lee and others (2005)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +655;3272;Jongju;Jeongju, Chongju; ; ;district or area; ;North Korea;Pyonganbuk-do;39.8088;125.2427;Estimated location.;alkaline igneous; ; ;REE, F, P, Zr, NEPH, FLD, Ti; ;LREE dominant; ; ;Deposit; ;;fluorite, apatite, zircon, ilmenite, nepheline, feldspar;;;;;;;Ryongpo Alkaline Complex;;;Pacific Century Rare Earth Mineral Limited;Six orebodies have been identified;"Hughes (2014); Pacific Century Rare Earth Minerals Limited (2013); Shah (2014)";;;;No production;;;;;1) 6,065 estimated;1) 216 estimated;;2) 2.66% HREE;;;;;;;;;1) 2012;"1) Pacific Century Rare Earth Minerals Limited (2013); 2) Hughes (2014)";Not compliant;;East Asia +656;3273;Unsan; ; ; ;site(?);Au mine;North Korea;Pyonganbuk-do;40.2167;125.7; ;other igneous deposit;hydrothermal, vein; ;Au, Ag, Cu, REE; ; ; ; ;Showing; ;monazite;gold, pyrite, galena, sphalerite;quartz;Cretaceous;;;;;;;;;Deposit is a gold mine.;"Kamitani and others (2007); Roskill Information Services (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +657;3274;Arutayan; ; ;Palawan Island;district or area(?); ;Philippines;Palawan;10.3893;119.3743;Estimated location.;alluvial placer; ; ;REE, Th; ; ; ; ;Occurrence; ;monazite;;;;;;;alluvial sediment;;;;;Stream sampling showed 15.59% REE and 16.48% Thu in heavy mineral samples.;Reyes and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +658;3275;Erawan; ; ;Palawan Island;district or area; ;Philippines;Palawan;10.6451;119.3293; ;shoreline placer; ; ;REE, Th, U; ; ; ; ;Deposit;small deposit;allanite, monazite;;;;;;;beach sand;;;;;;"Clark and Li (1993); Reyes and others (2013)";;;;Not known;;;;;2.45 estimate;;;4.63;;;;;;;;0.09% Th, 0.006% U;;Reyes and others (2013);Not compliant;0.11343 Mt REE estimated;East Asia +659;3276;Imuruan Bay; ; ; ;district or area; ;Philippines;Palawan;10.75;119.333; ;shoreline placer; ; ;REE, Cr(?); ; ; ; ;Occurrence; ;allanite, monazite;titanite, chromite(?);rutile, zircon, cassiterite, magnetite, (leucoxene);;;;;sand;;;;;Deposit is low-grade.;"Clark and Li (1993); ESCAP and ABMRGG (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +660;3277;Iraan; ; ;Palawan Island;district or area; ;Philippines;Palawan;10.4333;119.3755;Estimated location.;alluvial placer; ; ;REE, Th; ; ; ; ;Occurrence; ;monazite;;;;;;;alluvial sediment;;;;;Stream sampling showed 11.07% REE and 12.91% Th in heavy mineral samples.;Reyes and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +661;3278;Luzon; ; ; ;district or area;island;Philippines;Ilocos Norte;17.93;120.449;Estimated location is for area on northwest coast.;shoreline placer; ; ;Fe, Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;magnetite, ilmenite, zircon;;Quaternary(?);;Quaternary(?);;beach sand;;;;;;Clark and Li (1993);;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +662;3279;Minara; ; ;Palawan Island;district or area; ;Philippines;Palawan;10.3572;119.3741;Estimated location based on diagram in Reyes and others (2013).;alluvial placer; ; ;REE, Th; ; ; ; ;Occurrence; ;monazite;;;;;;;alluvial sediment;;;;;Stream sampling showed 28.33% REE and 3.6% Th in heavy mineral samples.;Reyes and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +663;3280;Ombo; ; ;Palawan Island;district or area(?); ;Philippines;Palawan;10.6912;119.3388; ;shoreline placer; ; ;REE, Th, U; ; ; ; ;Deposit;small deposit;;;;;;;;beach sand;;;;;;"Clark and Li (1993); Reyes and others (2013)";;;;Not known;;;;;0.54 estimate;;;5.64;;;;;;;;0.14% Th, 0.015% U;;Reyes and others (2013);Not compliant;0.03045 Mt REE in beach sand estimated;East Asia +664;3281;Palawan Island; ;includes Ombo, Erawan; ;district or area;island;Philippines;Palawan;10.5442;119.2989;Generalized location.;"shoreline placer; alluvial placer"; ; ;Cr, REE; ; ; ; ;Deposit; ;allanite, monazite;chromite;;;;;;;;;;;;"Clark and Li (1993); Reyes and others (2013)";;;;Not known;;;;;2) >3.0 estimate;;;;;1) 2.6;;;;;;;;"1) Clark and Li (1993); 2) Reyes and others (2013)";Not compliant;;East Asia +665;3282;Biin;Pi-In, Piin, Piin-myeon; ; ;district or area; ;South Korea;Chungcheongnam-do;36.1442;126.5456;Estimated location along shore of Piin Bay.;shoreline placer; ; ;REE; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;;"Roskill Information Services (1988); Overstreet (1967)";;;;Past producer;;;;Produced 57 t monazite concentrate in 1944.;;;;;;;;;;;;;;;;;East Asia +666;3283;Boseong;Posong-gun, Boseong gun; ; ;district or area; ;South Korea;Jeollanam-do;34.8099;127.1375;Estimated location.;alluvial placer; ; ;REE, Ti, Zr, GAR; ; ; ;1000 ppm REE;Deposit;small deposit;monazite;zircon, ilmenite, magnetite, garnet;;;;Quaternary;;alluvium, colluvium;;;;;;"Choi (1982); Overstreet (1967)";;;;No production(?);;;;;;;;;;;;;;0.00072 resource;;;;Overstreet (1967);Not compliant;;East Asia +667;3284;Changpyeong; ;Changp'yong; ;district or area(?); ;South Korea;Jeollanam-do;35.2353;127.0097;Estimated location near town of Changp'yong.;alluvial placer; ; ;REE; ; ; ;776 ppm REE;Deposit;small deposit;monazite;;;;;;;;;;;;;Overstreet (1967);;;;No production(?);;;;;;;;;;;;;;0.0056 resource;;;;Overstreet (1967);Not compliant;;East Asia +668;3285;Chungju;Mt. Eorae;includes Eorae San of Ultimate Party Resources, Chungju Mine; ;intrusion or complex; ;South Korea;Chungcheongbuk-do;36.943259;127.79633;Mineralization extends up to 5 km east-northeast of this location.;metamorphic;alkaline metaigneous; ;Zr, Nb, REE, Hf; ; ; ;0.91% TREO;Deposit; ;allanite, britholite, fergusonite;apatite, magnetite, zircon, titanite, fluorite;potassic feldspar, biotite, andradite;"Upper Ordovician; Permian–Triassic; Lower Jurassic";;;;syenite, granite, metatrachytic rock;Gyemyeongsan (Kyemyeongsan) Formation;alkali granite;;Ultimate Resources Pty. Ltd.;REE mineralization was multistage and reflects complex tectothermal character of Okcheon Metamorphic Belt.;"Cheong and others (2015); Koh and Chang (2011); Miller (2012); Korea Institute of Geoscience and Mineral Resources (2014); Ultimate Resources Pty. Ltd. (2012)";;Five exploration drill holes (1,300 m) in western ore body in 2013 by Korea Institute of Geoscience and Mineral Resources.;;No production;;;;;19.35 estimated;;0.908;;;;;;;;;1.73% ZrO2, 0.17% Nb2O5, 0.02% Hf, 0.015% Ta2O5;;Ultimate Resources Pty. Ltd. (2012);Not compliant;;East Asia +669;3287;Kum-gang;Kumgang, Gumgang; ; ;district or area(?); ;South Korea;Chungcheongnam-do;36.3158;126.925;"Estimated location; placer is in the valley Kum-gang and its tributaries.";alluvial placer; ; ;Zr, REE; ; ; ; ;Deposit; ;monazite;zircon;;;;;;alluvium;;;;;;"Olson and Overstreet (1964); Overstreet (1967)";;;;Past producer;Small past producer.;1944;Overstreet (1967);2000 t of zircon-monazite concentrate was produced.;;;;;;;;;;;;;;;;;East Asia +671;3290;Gwangsan; ; ; ;district or area; ;South Korea;Gwangju;35.165603;126.739451;10 km north of Gwangju.;alluvial placer; ; ;Zr, REE; ; ; ;3290 ppm REE;Deposit;small deposit;monazite;zircon;;;;;;sand;;;;;Deposit is inland and believed to be composed of river sands. Deposit type classification uncertain.;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;0.048;0.05;;1968;ESCAP and ABMRGG (1988);Not compliant;;East Asia +672;3291;Hongcheon; ;Hongchon North, Hongchon South; ;intrusion or complex; ;South Korea;Gang'weondo;37.8602;128.0164; ;carbonatite;carbonatite, hydrothermal, deposit similar to Mt. Weld in Australia(?); ;Fe, Sr, REE, P, Nb; ; ; ;2.13% TREO;Occurrence; ;monazite;magnetite, strontianite, barite, pyrite, sphalerite, chalcopyrite, galena, molybdenite;calcite, dolomite, ankerite;;;Neoproterozoic;;carbonatite;;chlorite-muscovite (sericite)-quartz schist, biotite gneiss of Kyeongggi Gneiss Complex;;Ultimate Resources Pty. Ltd.;"Fe-REE orebody was 1.5 m thick in one drill hole and 10 m thick in a drill hole in 2013; 2 orebodies, each 1.0–1.5 km long and 15–50 m thick; deposit has a reported average grade of 2.79% TREO in 8.1328 Mt of Fe ore.";"Ariunbileg and others (2003); Kamitani and others (2007); Kim and others (2005); Koh and Chang (2011); Korea Institute of Geoscience and Mineral Resources (2014); Ultimate Resources Pty. Ltd. (2012)";;Two exploration drill holes (500 m) in 2013 by Korea Institute of Geoscience and Mineral Resources.;;No production;;;;;25;;2.13;;;;;;;;;1.57% SrCO3, 19.5% Fe3O4, 0.1% Nb2O5;;Ultimate Resources Pty. Ltd. (2012);Not known;;East Asia +673;3292;Hongcheon-Jaeun; ; ; ;intrusion or complex; ;South Korea;Gang'weondo;37.8792;128.0253; ;carbonatite;"carbonatite-associated; polygenic Fe-REE deposit (Bayan Obo type)";dike;Fe, REE; ; ; ;average 2.79% TREO;Deposit; ;monazite;magnetite, strontianite, barite, pyrite, sphalerite, chalcopyrite, galena, molybdenite;calcite, dolomite, ankerite;Precambrian;;Precambrian;;chlorite-muscovite (sericite)-quartz schist, biotite gneiss;Kyeongggi Gneiss Complex;;;;"2 orebodies, each 1.0–1.5 km long and 15–50 m thick; deposit has a reported average grade of 2.79% TREO in 8.1328 Mt of Fe ore.";"Ariunbileg and others (2003); Kamitani and others (2007); Kim and others (2005)";;;;No production;;;;;"1) 8.1328; 2) 10.15";;"1) 2.79; 2) 2.39";;;;;;;;;"1) 25% Fe, 1.86% SrO; 2) 3.05% P, 1.38% Sr";;"1) Ariunbileg and others (2003); 2) Kamitani and others (2007)";Not compliant;;East Asia +674;3293;Hwajinpo; ; ; ;district or area; ;South Korea;Gang'weondo;38.4657;128.4293;Estimated Location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, garnet, zircon, magnetite;epidote;;;;;sand;;;;;Zircon-monazite ratio is 4:1. Deposit is along the coast and believed to be a marine placer or a mix of marine and alluvial sands.;"ESCAP and ABMRGG (1988); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;ESCAP and ABMRGG (1988);Not compliant;Indicated + Inferred resouce: 0.041 Mt zircon + monazite at 0.9% zircon + monazite;East Asia +675;3294;Janghowon;Janghowon-up; ; ;district or area; ;South Korea;Gyeonggi-do;37.167;127.5;60 km north of Chongju.;alluvial placer(?); ; ;Zr, REE; ; ; ; ;Showing; ;1289 ppm REE reported;zircon;;;;;;;;;;;Deposit is inland and believed to be composed of river sands. Deposit type classification is uncertain.;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;0.017;0.07;;1968;ESCAP and ABMRGG (1988);Not compliant;;East Asia +676;3295;Kosong;Gosong; ; ;district or area; ;South Korea;Gang'weondo;38.2964;128.5485;Estimated location based on Ariunbileg and others (2003).;shoreline placer; ; ;Th, REE, Ti, Zr; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, magnetite, garnet;epidote;;;;;;;;;;"Shoreline placers in Hyonnae-myon, Kojin-myon and Kansung-myon areas of Kosong-gun, and Chuckwang-myon of Yangyang-gun, Kangwon-do areas; reported average grade of 2,586 g/m3 monazite and 44,100 g/m3 ilmenite.";"Ariunbileg and others (2003); Overstreet (1967)";;;;No production;;;;;;;;;;0.057;;;;;;;;Ariunbileg and others (2003);Not compliant;;East Asia +679;3298;Kusipo;Gusipo; ; ;district or area; ;South Korea;Jeonrabugdo;35.45;126.45;Estimated Location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, magnetite;;;;;;;;;;;Deposit is along coast and believed to be a marine placer or a mix of marine and alluvial sands.;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;0.0025 resource;0.12;;;ESCAP and ABMRGG (1988);Not compliant;;East Asia +680;3299;Kwangsangun; ; ; ;district or area; ;South Korea;Gwangju Gwang'yeogsi;35.167;126.833;10 km north of Kwangju.;alluvial placer; ; ;Zr, REE; ; ; ; ;Occurrence; ;monazite;zircon;;;;;;sand;;;;;Deposit is inland and believed to be composed of river sands. Deposit type classification uncertain.;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;0.048;0.05;;1968;ESCAP and ABMRGG (1988);Not compliant;;East Asia +681;3300;Munbaek-Jincheon;Munbaekmyon-Chinch'ongun; ; ;district or area; ;South Korea;Chungcheongbuk-do;36.8132;127.4508;Estimated location.;alluvial placer; ; ;REE; ; ; ;974 ppm REE;Deposit; ;monazite;;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;0.00105 resource;;;;Overstreet (1967);Not compliant;;East Asia +682;3301;Namdaecheon River;Muju area; ; ;district or area; ;South Korea;Jeonranamdo;35;126.667; ;alluvial placer; ; ;Ti, Zr, Au, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, magnetite, zircon, native gold, columbite;;;;;;;;;;;Deposits are associated with the Namdaechon River.;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;0.028;0.14;;1982;ESCAP and ABMRGG (1988);Not compliant;;East Asia +686;3305;P'unggi;Pongdo; ; ;district or area(?); ;South Korea;Gyeonggi-do;37.1098;126.3808;Location is for large disturbed area on Pungdo [P'unggi or Pungdo-dong] Island.;alluvial placer;fluvial placer; ;Zr, Ti, REE, GAR; ; ; ; ;Deposit;small deposit;monazite;garnet;;;;;;;;;;;;Overstreet (1967);;;;Past producer;Small past producer.;1942–August, 1945;Overstreet (1967);1450 t of concentrate containing 4–5% monazite was recovered by panning alluvial sand.;;;;;;;;;;;;;;;;;East Asia +687;3306;Pyeongtaek;P'yongt'aek; ; ;district or area; ;South Korea;Gyeonggi-do;36.991;127.064;Estimated location along river outside of Pyeongtaek.;alluvial placer; ; ;Zr, REE; ; ; ;555 ppm REE;Deposit; ;monazite;zircon;;;;;;;;;;;;Overstreet (1967);;;;Past producer;Small past producer.;1944;Overstreet (1967);Approximately 41 t ore contained 70% monazite + zircon.;;;;;;;;;;0.0151 resource;;;;Overstreet (1967);Not compliant;;East Asia +688;3307;Somyon;Somyeon; ; ;district or area; ;South Korea;Chungcheongnam-do;36.0819;126.6338;Beach placer in Seocheon-gun [Soch'on-gun] extending from Seomyeon [Somyon] west toward Yellow Sea.;shoreline placer; ; ;Zr, REE; ; ; ; ;Deposit; ;monazite;zircon;;;;;;;;;;;;Overstreet (1967);;;;Past producer;Small past producer.;1944;Overstreet (1967);In 1944, 51.7 t of zircon-monazite concentrate was produced.;;;;;;;;;;;;;;;;;East Asia +690;3310;Soun-Miyang; ; ; ;district or area; ;South Korea;Chungcheongbuk-do;36.917;127.333;40 km northwest of Cheongju.;alluvial placer; ; ;Zr, REE; ; ; ; ;Deposit; ;monazite;zircon;;;;;;;;;;;Deposit is inland and believed to be a river placer.;ESCAP and ABMRGG (1988);;;;Not known;;;;;;;;;;;;;;0.025;0.07;;1968;ESCAP and ABMRGG (1988);Not compliant;;East Asia +691;3311;Yangyang; ; ; ;district or area(?); ;South Korea;Gangwon-do;38.0833;128.5333; ;hydrothermal Fe-oxide deposit ± Cu, Au;banded iron formation; ;Fe, REE; ; ; ; ;Occurrence; ;;magnetite;;;;Precambrian;;biotite gneiss;;syenite;;;;Ariunbileg and others (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +692;3312;Yeongsanpo;Yongsanpo; ; ;district or area; ;South Korea;Jeollanam-do;34.917;126.667; ;alluvial placer; ; ;Zr, REE; ; ; ; ;Deposit;small deposit;monazite;zircon;;;;;;;;;;;Deposit is inland and believed to be a river placer.;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;0.02;0.07;;1968;ESCAP and ABMRGG (1988);Not compliant;;East Asia +693;3313;Chiksan; ; ; ;district or area;historic Au-Ag placer;South Korea;Chungcheongnam-do;36.9;127.1667;Estimated location, could be significantly incorrect.;alluvial placer; ; ;Au, Ag, REE, Th; ; ; ; ;Occurrence; ;monazite, fergusonite, samarskite;native gold, columbite, tantalite;;;;;;;;;;;Placer extends for 9.5 km along Ischang-chon.;"Orris and Bliss (1985); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +694;3318;Eorae San;Mt. Eorae; ;Chungju;site; ;South Korea;Chungcheongbuk-do;36.924551;127.780111; ;metamorphic;metavolcanics; ;Zr, Nb, REE, Hf; ; ; ;0.91% TREO;Deposit; ;;zircon, magnetite;;Lower Jurassic(?);;Triassic(?);;metasyenite dike;;Neoproterozoic metavolcanic rock;;Ultimate Resources Pty. Ltd.;;"Cheong and others (2015); Ultimate Resources Pty. Ltd. (2012); You and others (2012)";;;;No production;;;;;19.35 estimated;;0.908;;;;;;;;;1.73% ZrO2, 0.17% Nb2O5, 0.02% Hf, 0.015% Ta2O5;1988;Ultimate Resources Pty. Ltd. (2012);Not compliant;;East Asia +695;3319;Gimje; ; ;gold mine;district or area; ;South Korea;Jeollabuk-do;35.762096;126.978829; ;alluvial placer; ; ;Au, REE, Zr; ; ; ; ;Showing; ;fergusonite, monazite, samarskite;native gold, zircon, columbite;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +696;3320;Hagi; ; ; ;site(?); ;South Korea;Daejeon;36.396455;127.333864;Estimated location.;alluvial placer; ; ;Zr, Ti, REE, GAR; ; ; ; ;Deposit;small deposit;monazite;magnetite, ilmenite, garnet, zircon;quartz;;;;;;;;;;;Overstreet (1967);;;;Past producer;Small past producer.;1957;Overstreet (1967);Placer was worked for monazite by hand methods.;;;;;;;;;;;;;;;;;East Asia +697;3324;Jeonui; ; ; ;district or area; ;South Korea;Chungcheongnam-do;36.645322;127.178026;Estimated location, historical mine based on map from http://ieg.or.kr/edu/mine/n_mine75.htm [In Korean].;alluvial placer; ; ;REE, Zr, Ti, GAR; ; ; ; ;Deposit;small deposit;fergusonite, monazite;native gold;;;;;;;;;;;;Overstreet (1967);;;;Past producer;Small past producer.;1946;Overstreet (1967);Fergusonite was produced.;;;;;;;;;;;;;;;;;East Asia +698;3332;Songjeong-ri;Songjong-ni; ; ;district or area; ;South Korea;Jeollanam-do;37.170174;126.778451;Estimated location.;alluvial placer; ; ;REE; ; ; ;930 ppm REE;Deposit; ;monazite;;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;0.0465 resource;;;;Overstreet (1967);Not compliant;;East Asia +699;3333;Sungnam; ; ; ;district or area; ;South Korea;Chungcheongnam-do;36.7583;127.2333; ;alluvial placer; ; ;Au, REE, Th; ; ; ; ;Occurrence; ;fergusonite, monazite;native gold;;;;;;;;;;;;"Ariunbileg and others (2003); Overstreet (1967)";;;;No production;;;;;;;;;;;;0.0000765 fergusonite;;;;1.067-5.669 g/yd3 fergusonite;;Ariunbileg and others (2003);Not compliant;;East Asia +700;3337;Foulun; ; ; ;district or area; ;Taiwan;;24.6833;121.75;Latitude and Longitude are for the town of Foulun.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Deposit; ;monazite;zircon, ilmenite, rutile, magnetite;quartz;;;;;;;;;;;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;;;;1968;ESCAP and ABMRGG (1988);Not compliant;0.23 Mm3 at 11.5% monazite, 24.9% zircon, 22.1% ilmenite, 3.2% rutile;East Asia +701;3338;Haifengtao; ; ; ;district or area; ;Taiwan;;23.7184;120.1629;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile;;;;;;sand;;;;;Offshore sand bar, not now exposed.;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +702;3339;Haishanchou; ; ; ;district or area; ;Taiwan;;23.3129;120.116;Estimated location.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile, magnetite;quartz;;;;;sand;;;;;Offshore sand bar.;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +703;3340;Kantoutzu; ; ; ;district or area; ;Taiwan;;25.0699;121.113;Estimated location.;shoreline placer; ; ;Fe, Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;magnetite, ilmenite, zircon, rutile;garnet, staurolite, tourmaline, epidote;;;;;sand;;;;;"Heavy minerals are typically 4.5 percent of beach sand, but locally as much as 40 percent in a deposit that is typically at a depth of ~1.3 m; the average tenor of monazite is 0.8 percent of the heavy mineral concentrate.";Overstreet (1967);;;;No production(?);;;;;;;;;;;;;;;;;;;;;East Asia +704;3341;Nanhaicha; ; ; ;district or area; ;Taiwan;;24.6688;120.8167;Estimated location.;shoreline placer; ; ;Fe, Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;magnetite, ilmenite, zircon, rutile;garnet, staurolite, tourmaline, epidote;;;;;beach sand;;;;;Monazite composes 1.2 percent of the heavy mineral concentrate.;Overstreet (1967);;;;No production(?);;;;;;;;;;;;;;;;;;;;;East Asia +705;3343;Pentzuchiang; ; ; ;district or area; ;Taiwan;;24.9788;121.015;Estimated location.;shoreline placer; ; ;Fe, Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;magnetite, ilmenite, zircon, rutile;garnet, staurolite, tourmaline, epidote;;;;;sand;;;;;"Heavy minerals are typically 4.5 percent of beach sand, but locally as much as 40 percent in a deposit that is typically at a depth of ~1.3 m; the average tenor of monazite is 0.8 percent of the heavy mineral concentrate.";Overstreet (1967);;;;No production(?);;;;;;;;;;;;;;;;;;;;;East Asia +706;3345;Taoyuan hsien; ; ; ;district or area; ;Taiwan;;25.0467;121.0742;Estimated location near Kuanyih.;shoreline placer; ; ;Fe, Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;magnetite, ilmenite, zircon, rutile;garnet, staurolite, tourmaline, epidote;;;;;;;;;;Monazite is 0.45 percent of heavy minerals.;Overstreet (1967);;;;No production(?);;;;;;;;;;;;;;;;;;;;;East Asia +707;3347;Tungshanchow;T'ung-shan chou, Tungshanchou; ; ;district or area; ;Taiwan;;23.5635;120.1192;Estimated location on sand bar.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;zircon, ilmenite, rutile, magnetite;quartz;;;;;dune sand;;;;;"Offshore sand bar; 1.7 percent monazite in heavy mineral concentrate reported.";"ESCAP and ABMRGG (1988); Overstreet (1967); Zhang (2014)";;;;No production(?);;;;;;;;;;;;;;;;;1968;ESCAP and ABMRGG (1988);Not compliant;8.85 Mm3 at 11.8% monazite, 18.0% zircon, 16.5% ilmenite, 2.3% rutile;East Asia +708;3349;Waisantingchow;Waisantingchou; ; ;district or area; ;Taiwan;;23.4806;120.0607;Estimated location on sand bar.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, magnetite;quartz;;;;;sand;;;;;"Offshore sand bar; 1.2 percent monazite in heavy mineral concentrate reported.";"ESCAP and ABMRGG (1988); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;1968;ESCAP and ABMRGG (1988);Not compliant;3.04 Mm3 at11.2% monazite, 18.9% ilmenite, 16.7% zircon, 1.8% rutile;East Asia +709;3351;Wangyehchow; ; ; ;district or area; ;Taiwan;;23.2636;120.0968;Estimated location on sand bar.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Deposit; ;monazite;zircon, ilmenite, rutile, magnetite;quartz;;;;;;;;;;Offshore sand bar.;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;;;;;ESCAP and ABMRGG (1988);Not compliant;0.96 Mm3 at 12.1% monazite, 24.4% zircon, 23.1% ilmenite, 5.0% rutile;East Asia +710;3352;Amphoe Thap Sakae;Prachuap Khiri Khan, Thap Sakae;Harn Karnchanamethakul, Wisetnukulkit I, Wisetnukulkit II, Chaikit, Prachua; ;district or area;area;Thailand;Prachuap Khiri Khan;11.5;99.55;"Estimated location; at least 5 placer operations in this area.";"alluvial placer; other igneous deposit";placers, pegmatites; ;Sn, Nb, Ta, Zr, Ti, REE, TOUR, GAR; ; ; ; ;Deposit;small deposit;monazite, xenotime;zircon, ilmenite, rutile, (leucoxene), columbite-tantalite;;;;;;alluvial sediment;;;;Sakorn Minerals Co. Ltd.;;Pungrassami and Sanguansai (1991);;;;Byproduct producer;Byproduct production has been intermittent.;;;;;;;;;;;0.0000078 xenotime reserve;;0.0000651 reserve;;;;Pungrassami and Sanguansai (1991);Not compliant;;East Asia +711;3353;Ao Bang Tao Bay; ; ;Phuket;district or area; ;Thailand;Phuket;7.9903;98.2897;Estimated location.;shoreline placer; ; ;Sn, REE, Ti; ; ; ; ;Deposit; ;monazite, xenotime;cassiterite, ilmenite;;;;;;;;;;;;Charusiri and others (1991);;;;Byproduct producer;Producer of byproduct monazite.;;;;;;;;;;;;;;;;;;;;East Asia +712;3355;Ban Na Tai; ; ;Phang Nga;district or area; ;Thailand;Phangnga;8.2816;98.2881; ;shoreline placer; ; ;Sn, REE, Ti; ; ; ; ;Deposit; ;monazite, xenotime;cassiterite, ilmenite;;;;;;;;;;;;Charusiri and others (1991);;;;Byproduct producer;Producer of byproduct monazite.;;;;;;;;;;;;;;;;;;;;East Asia +713;3356;Ban Rai; ; ; ;district or area; ;Thailand;Uthai Thani;15.1256;99.4561; ;supergene(?), other igneous deposit;residual(?), pegmatite; ;Sn, REE; ; ; ; ;Showing; ;;cassiterite;;;;;;;;;;;;"Charusiri and others (1991); Nakapadungrat and Putthapiban (1992)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +714;3359;Bang Rin; ; ;Ranong;district or area;Active Sn dredge area;Thailand;Ranong;9.9282;98.5765;"Near shore Sn dredge operation; estimated location.";shoreline placer; ; ;Sn, REE, Ti, Zr, Th, U; ; ; ; ;Deposit;small deposit;monazite, xenotime;cassiterite, ilmenite, rutile, zircon;tourmaline, garnet;;;;;;;;;;;Pungrassami and Sanguansai (1991);;;;Byproduct producer;;;;;;;;;;;;;;0.0000489 reserve;;;;Pungrassami and Sanguansai (1991);Not compliant;Monazite reserve is for Bang Rin and Shapan operations.;East Asia +715;3361;Chaikit; ; ; ;district or area;Sn mine;Thailand;Prachuap Khiri Khan;12.4101;99.9417;Estimated location, could be significantly incorrect.;placer of unknown origin;; ;Sn, REE; ; ; ; ;Occurrence; ;monazite;cassiterite;;;;;;;;;;;;Pungrassami and Sanguansai (1991);;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +716;3363;Chumphon; ; ; ;district or area;county or province;Thailand;Chumphon;10.5;99.167; ;shoreline placer; ; ;Sn, Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;cassiterite, ilmenite, zircon;;;;;;;;;;;0.05% monazite reported in sand reported in 1971.;"ESCAP and ABMRGG (1988); Hedrick and Templeton (1990); Hedrick and Templeton (1991)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +717;3364;Haad Som Pan;Haad Som Paen; ;Ranong Sn field;district or area; ;Thailand;Ranong;9.9564;98.6852;Disturbed area about 6 km E of town of Ranong.;supergene;residual; ;Sn, KAO, REE; ; ; ; ;Occurrence; ;;kaolinite, halloysite;muscovite, muscovite (illite), quartz, gibbsite, tourmaline, zircon;;;Late Cretaceous;78-82 Ma (40Ar-39Ar, muscovite);;;;hydrothermal;;;"Charusiri and others (1991); Imai and others (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +718;3365;Haad Som Pan;Haad Som Paen; ;Ranong Sn field;intrusion or complex; ;Thailand;Ranong;9.9053;98.6888; ;other igneous deposit;primary; ;Sn, REE, KAO; ; ; ;360–427 ppm TREE in hydrothermally altered granitic rock;Occurrence; ;;cassiterite, kaolinite;;;;Upper Cretaceous: Campanian;78–82 Ma (40Ar-39Ar, muscovite, Sn-granite);leucocratic granite;;S-type granite;hydrothermal, argillic;;;"Imai and others (2008); Suwimonprecha and others (1991)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +719;3368;Kha Nom;Kha Nom 1-5; ; ;district or area; ;Thailand;Nakhon Si Thammarat;9.1452;99.8758; ;shoreline placer; ; ;Ti, REE, Zr; ; ; ; ;Showing; ;monazite, xenotime;ilmenite, rutile, zircon;;;;;;;;;;;;Thailand Department of Mineral Resources (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +720;3369;Kha Nom;Kha Nom 6-10; ; ;district or area; ;Thailand;Nakhon Si Thammarat;9.1275;99.881; ;shoreline placer; ; ;Ti, REE, Zr; ; ; ; ;Showing; ;monazite, xenotime;ilmenite, rutile, zircon;;;;;;;;;;;;Thailand Department of Mineral Resources (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +721;3374;Ko Samui; ; ; ;intrusion or complex; ;Thailand;Surat thani;9.4682;100.0201;Estimated location for southeast part of Ko Samui island.;other igneous deposit;granite-hosted REE; ;REE; ; ; ;286–731 (511 average) ppm REE (4 samples);Showing; ;;wolframite;;;;;;granite;;;;;;Wu and Ishihara (1994);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +722;3376;Layan; ; ; ;district or area; ;Thailand;Phuket;8.0213;98.3169;Estimated location.;alluvial placer; ; ;Sn, Zr, REE;2.2% Y2O3; ; ; ;Deposit; ;monazite, xenotime;cassiterite, zircon;quartz;;;;;;;;;;0.036% monazite reported in sand reported in 1971.;ESCAP and ABMRGG (1988);;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +723;3377;Mae Chae; ; ; ;intrusion or complex;intrusion or complex;Thailand;Mae Hong Son;19.0368;98.4155;Location for Mae Chae Mountain.;supergene;weathered crust on alkaline igneous; ;REE; ; ; ; ;Occurrence; ;;;;;;Cretaceous;;granite;Mae Yan alkaline igneous complex;;;;Rocks in the Mae Yan alkaline igneous complex have been reported to contain over 700 ppm TREE in places and thus have good potential for development of REE deposits in the weathered crust.;Hirano and others (1994);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +724;3378;Mae Yan; ; ; ;intrusion or complex;intrusion or complex;Thailand;Mae Hong Son;19.3211;98.3394;Location for Mae Yan Mountain.;supergene;weathered crust on alkaline igneous; ;REE; ; ; ; ;Occurrence; ;;;;;;Cretaceous;;granite;Mae Yan alkaline igneous complex;;;;Rocks in the Mae Yan alkaline igneous complex have been reported to contain over 1330 ppm TREE in places and thus have good potential for development of REE deposits in the weathered crust.;Hirano and others (1994);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +725;3381;Nok Hook;Takua Pa Sn field; ; ;district or area(?); ;Thailand;Phangnga;8.7;98.5167; ;other igneous deposit;hydrothermal replacement, pegmatite, residual; ;Sn, REE; ; ; ; ;Occurrence; ;monazite;cassiterite, wolframite;kaolinite, fluorite, tourmaline;Upper Cretaceous: Maastrichtian;71.5 (40Ar-39Ar);;;tourmaline-muscovite granite;Khao Kato Khwam Batholith;;;;;"Imai and others (2008); Schwartz and others (1995)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +726;3383;Phuket; ;includes Sombat, OMO, Ao Kham Thai I and II, Tung Kha Habour I and II, Wisetnukulkit, Chao Fah, Loon Seng; ;district or area;Sn field, Province;Thailand;Phuket;7.9984;98.2903;Some operations in this area are offshore.;"shoreline placer; alluvial placer"; ; ;Sn, REE, Ti, Zr; ; ; ; ;Deposit;small deposit;monazite, xenotime;cassiterite, ilmenite, zircon, tourmaline, garnet, rutile;;;;;;;;;;;;"Hedrick and Templeton (1990); Peters and others (2005); Pungrassami and Sanguansai (1991)";;;;Byproduct producer;;;;;;;;;;;;0.000066 xenotime reserve;;0.001157 reserve;;;;Pungrassami and Sanguansai (1991);Not compliant;;East Asia +727;3384;Phuket;9026, Ko Phuket;includes Sahakit, Tung Tong; ;intrusion or complex;Sn field;Thailand;Phuket;7.963;98.301;Estimated location.;other igneous deposit;granite, pegmatite, greisen, ion-adsorption/weathered; ;Sn, REE, Ti; ; ; ;321–589 (453 average) ppm REE (5 samples);Occurrence; ;monazite, xenotime;cassiterite, rutile, ilmenite, zircon, ixiolite;albite, quartz, muscovite, biotite, garnet, tourmaline;;;Paleocene;57.4 Ma (K-Ar);;Khao Tosae;S-type granite;hydrothermal;;;"Imai and others (2008); Suwimonprecha and others (1995); Wu and Ishihara (1994)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +728;3386;Por; ; ; ;site(?); ;Thailand;Chiang Rai;19.9328;100.4319; ;unclassified;not reported; ;REE; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Thailand Department of Mineral Resources (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +729;3388;Prachuap Khiri Khan;Prajuab Kirikhan, Prachuab Kiri Khan;Ao Noi, Wang Duan, Muang, Bang Bird, Thap Sakae; ;district or area;Province;Thailand;Prachuap Khiri Khan;11.7943;99.805; ;"shoreline placer; other igneous deposit";placer, pegmatite; ;Zr, Ti, Nb, REE; ; ; ; ;Deposit; ;monazite, xenotime;zircon, ilmenite, rutile, (leucoxene), columbite-tantalite;;;;;;beach sand;;;;Sakorn Minerals Co. Ltd.;"Beach sand sample contains 0.62% monazite and 0.11% xenotime; cassiterite is present only in trace amounts.";"ESCAP and ABMRGG (1988); Hedrick and Templeton (1991); Skillen (1992); Pungrassami and Sanguansai (1991)";;;;Byproduct producer;Byproduct production has been intermittent.;;;;;;;;;;;;;;;;;;;;East Asia +730;3389;Ranong; ;Bang Rin, Sahapan; ;district or area;Active Sn dredge areas;Thailand;Ranong;9.2254;98.3522;"Estimated location near mouth of Khura Buri River; near shore Sn dredge operations.";shoreline placer;alluvial(?); ;Sn, REE, Ti, Zr, Th, U; ; ; ; ;Deposit;small deposit;monazite, xenotime;cassiterite, ilmenite, rutile, zircon;tourmaline, garnet;;;;;;;;;;;"Hedrick and Templeton (1990); Pungrassami and Sanguansai (1991)";;;;Byproduct producer;;;;;;;;;;;;;;0.0000489 reserve;;;;Pungrassami and Sanguansai (1991);Not compliant;Monazite reserve is for Bang Rin and Shapan operations.;East Asia +731;3390;Ranong; ; ; ;district or area;Sn field;Thailand;Ranong;9.9513;98.65; ;"other igneous deposit; supergene";pegmatite, ion-adsorption; ;Sn, REE, Zr, W, Th, U; ; ; ; ;Deposit; ;monazite, xenotime;;;;;;;;;S-type granite;argillic;;;"Imai and others (2008); Imai and others (2013); Peters and others (2005); Suwimonprecha and others (1991)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +732;3391;Reung Kiet; ; ; ;site; ;Thailand;Phangnga;8.3102;98.3998;Base on map in Schwartz and others (1995).;"other igneous deposit; tailings";pegmatite; ;Sn, Li, REE; ; ; ; ;Showing; ;monazite, xenotime, allanite, bastnäsite;cassiterite, polylithionite-trilithionite, microlite, ilmenite;muscovite, topaz, tourmaline;Paleocene;57 Ma;Permian;;metasedimentary rock;;S-type granitoid;hydrothermal;;Pegmatite is strongly weathered.;"Charusiri and others (1991); Schwartz and others (1995)";;;open pit;No production;;;;;;;;;;;;;;;;;;;;;East Asia +733;3395;Sap Nai Din; ; ; ;site; ;Thailand;Phangnga;8.3769;98.4182;Base on map in Schwartz and others (1995).;other igneous deposit;pegmatite; ;Sn, REE; ; ; ; ;Showing; ;monazite;cassiterite, columbite-tantalite, pyrochlore, magnetite;tourmaline, topaz, garnet, chrysoberyl, polylithionite-trilithionite;;;;;;;S-type granitoid;;;;"Charusiri and others (1991); Schwartz and others (1995)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +734;3398;Takua Pa;includes Nok Hook deposit; ; ;district or area;Sn field;Thailand;Phangnga;8.6667;98.45;Estimated location in vicinity of town of Takua Pa.;"other igneous deposit; supergene";pegmatite, ion-adsorption; ;Sn, REE; ; ; ; ;Occurrence; ;monazite, xenotime(?);cassiterite, pyrrhotite, chalcopyrite, pyrite, magnetite, sphalerite, native bismuth, bismuthinite, titanite, scheelite;biotite, phlogopite, muscovite, fluorite, quartz, garnet;Upper Cretaceous;;;;;;S-type granite;hydrothermal;;;"Imai and others (2008); Imai and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +735;3399;Takua Pa; ; ; ;district or area;Sn field;Thailand;Phangnga;8.8333;98.2833; ;shoreline placer; ; ;Sn, Ti, Zr, REE; ; ; ; ;Deposit(?);small deposit(?);monazite, xenotime;cassiterite, ilmenite, zircon, rutile;;;;;;;;;;;;"Hedrick and Templeton (1991); Peters and others (2005); Pungrassami and Sanguansai (1991)";;;;Byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +736;3400;Takua Pit Thong; ; ; ;site;Sn mine;Thailand;Ratchaburi;13.676;99.1773; ;other igneous deposit;pegmatite, Sn skarn; ;Sn, REE; ; ; ; ;Occurrence; ;monazite;cassiterite;;Upper Cretaceous;;Ordovician;;roof pendants–calcic marble, calcsilicate hornfels, skarn;;S-type granitoid;;;"Tin mine is small scale open pit operations; 4 orebodies up to 35 m wide and 10 m thick.";"Charusiri and others (1991); Schwartz and others (1995)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +738;3403;Thung Kamin; ; ; ;district or area; ;Thailand;Songkhla;6.9283;100.5257; ;supergene;"residual, weathered crust; hydrothermal replacement"; ;Sn, REE; ; ; ; ;Deposit; ;monazite, xenotime;cassiterite, wolframite, zircon, torbernite, columbite-tantalite, rutile, magnetite, ilmenite;quartz, biotite, tourmaline, topaz, garnet, spinel;Upper Triassic–Lower Jurassic;;;;;;S-type granitoid;albitization, greisenization, tourmalinization, sericitization, argillization;;"Intermittent mining; cassiterite is from Sn-quartz veins in the leucogranite; mine works disseminated cassiterite in altered leucogranite.";"Charusiri and others (1991); Imai and others (2008); Pungrassami (1984)";;;;Producer;Small producer.;;;First production reported in 1970.;;;;;;;;;;;;;;;;;East Asia +739;3404;Thung Luang; ; ; ;site(?); ;Thailand;Lampang;18.2467;99.1972;Estimated location, probably within 1 km.;other igneous deposit;Sn-W vein, residual, greisen; ;Sn, W, REE; ; ; ; ;Showing; ;;cassiterite, wolframite, scheelite, arsenopyrite, pyrite;quartz, albite, muscovite, topaz;Triassic;;Triassic;;muscovite–tourmaline granite;Khuntan Batholith- Muang Yao unit;;;;;"Charusiri and others (1991); Yokart and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +740;3405;Thung Pho;Thong Poe; ; ;district or area; ;Thailand;Songkhla;6.9207;100.5256; ;supergene;"residual, weathered crust; hydrothermal replacement"; ;Sn, REE; ; ; ; ;Deposit; ;monazite, xenotime;cassiterite, wolframite, zircon, torbernite, columbite-tantalite, rutile, magnetite, ilmenite;quartz, biotite, tourmaline, topaz, garnet, spinel;;;Upper Triassic–Lower Jurassic;191 ± 6 Ma (K-Ar, biotite, biotite granite);weathered leucogranite;;S-type granitoid;albitization, greisenization, tourmalinization, sericitization, argillization;;"Cassiterite is from Sn-quartz veins in the leucogranite; mine works disseminated cassiterite in altered leucogranite.";"Charusiri and others (1991); Imai and others (2008); Pungrassami (1984)";;;;Producer;Small producer.;;;First production reported in 1967.;;;;;;;;;;;;;;;;;East Asia +741;3406;Thung Sai; ; ; ;district or area; ;Thailand;Nakhon Si Thammarat;9.0332;99.9014; ;shoreline placer(?); ; ;Ti, REE, Zr; ; ; ; ;Showing; ;monazite, xenotime;ilmenite, rutile, zircon;;;;;;;;;;;;Thailand Department of Mineral Resources (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +742;3409;Witchit; ; ; ;district or area;geologic deposit;Thailand;Phuket;7.8521;98.3891;Estimated location.;alluvial placer; ; ;Sn, Ti, REE; ; ; ; ;Showing; ;monazite;cassiterite, ilmenite;quartz;;;;;;;;;;0.001% monazite reported in sand reported in 1971.;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +743;3411;Ban Gio; ; ; ;district or area(?); ;Vietnam;Nghe An;19.4723;105.291;Estimated location based on figure in Hop and Huan (2010, fig. 5).;alluvial placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime, allanite;ilmenite, zircon;;;;Quaternary;;sediments;;;;;;Hợp and Huấn (2010);;;;Not known;;;;;;0.002749;;;;;;;;;;;;Hợp and Huấn (2010);Not compliant;0.15–4.8 kg/m3 monazite;East Asia +744;3412;Cam Hoa; ; ; ;district or area;Ti mine;Vietnam;Ha Tinh;18.323;106.0347;Estimated location on coast near town of Cam Hoa.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite, xenotime;ilmenite, rutile, zircon, anatase;;;;;;dune sand;;;;Ha Tinh Minerals and Trading Corp. (Mitraco);"Coastal placer. average thickness of 1.2 m. Part of the Ky Anh-Cam Xuyen group. Ilmenite is currently produced; unclear if monazite or xenotime are recovered.";"Dao and others (2008); ESCAP (1990); O'Driscoll (1996)";;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +745;3413;Cam Nhuong; ; ; ;district or area;Ti mine;Vietnam;Ha Tinh;18.2722;106.105;Estimated location on coast near town of Cam Nhuong.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite, xenotime;ilmenite, rutile, zircon, anatase;;;;;;dune sand;;;;Ha Tinh Minerals and Trading Corp. (Mitraco);"Coastal placer with 2 ore bodies. Part of the Ky Anh-Cam Xuyen group. Ilmenite is currently produced; unclear if monazite or xenotime are recovered.";"Dao and others (2008); ESCAP (1990); O'Driscoll (1996)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;East Asia +746;3414;Cam Ranh; ; ; ;district or area; ;Vietnam;Khánh Hòa;11.9047;109.2067;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, zircon, magnetite, rutile, sillimanite;quartz;;;;;;;;;;;Noakes (1971);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +747;3415;Cam Son; ; ; ;district or area; ;Vietnam;Ha Tinh;18.151;106.053;Estimated location near town of Cam Son, about 12 km from the coast.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite, xenotime;ilmenite, rutile, zircon, anatase;;;;;;;;;;Ha Tinh Minerals and Trading Corp. (Mitraco);"Ilmenite is currently produced; unclear if monazite or xenotime are recovered.";Dao and others (2008);;;;No production(?);;;;;;;;;;;;;;;;;;;;;East Asia +748;3416;Cam Thang; ; ; ;district or area;Ti mine;Vietnam;Ha Tinh;18.2575;106.0184;Estimated location near town of Cam Thang, about 6 km from the coast.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite, xenotime;ilmenite, rutile, zircon, anatase;;;;;;;;;;Ha Tinh Minerals and Trading Corp. (Mitraco);"Ilmenite is currently produced; unclear if monazite or xenotime are recovered.";Dao and others (2008);;;;No production(?);;;;;;;;;;;;;;;;;;;;;East Asia +749;3417;Cat Khanh;Phu Cat District, Binh Dinh; ; ;district or area; ;Vietnam;Binh Dinh;13.8746;109.29; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, rutile, (leucoxene);;;;;;;;;;Bimal Minerals Co. Ltd.;"Coastal placer. 3 ore horizons in placer. Ilmenite is currently produced; unclear if monazite or xenotime are recovered.";"ESCAP (1990); Fong-Sam (2012); Jackson and Christiansen (1993); Industrial Minerals (2014b); O'Driscoll (1996)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;East Asia +750;3418;Chau Binh; ; ;North Bu Khang;district or area; ;Vietnam;Nghe An;19.5343;105.2065;Estimated location near town of Chau Binh.;alluvial placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime, allanite;ilmenite, zircon;;;;Quaternary;;sediments;;;;;;Hợp and Huấn (2010);;;;Not known;;;;;;0.003366;;;;;;;;;;;;Hợp and Huấn (2010);Not compliant;0.15–4.8 kg/m3 monazite;East Asia +751;3420;Cua Dai; ;Lap Binh orebody; ;district or area; ;Vietnam;Quảng Nam;15.8698;108.3939;Estimated location in Hoi An city.;shoreline placer(?); ; ;Ti, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite;;;;;;;;;;;"3 orebodies: Lap Binh is 500 m long, 10–80 m wide, 1.5 m thick; second body is 200 m long, 50–60 m wide, and 1.4–1.8 m thick; third orebody is 100 m long, 15–60 m wide, and 1.5 m thick.";Industrial Minerals (2014b);;;;No production(?);;;;;;;;;;;;;;0.004754 reserve;;;;Industrial Minerals (2014b);Not known;;East Asia +752;3421;Cuang Gian;Cuong Gian; ; ;district or area; ;Vietnam;Ha Tinh;18.5653;105.8353;On coast near town of Cu'ong Gian.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite, xenotime;ilmenite, rutile, zircon, anatase;;;;;;;;;;Ha Tinh Minerals and Trading Corp. (Mitraco);"Ilmenite is currently produced; unclear if monazite or xenotime are recovered.";Dao and others (2008);;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +753;3423;De Gi;Cat Khanh group; ; ;district or area; ;Vietnam;Binh Dinh;14.1238;109.2015;Deposit stretches 8 km along coast of Cat Khanh village, from De Gi port to Chnh Oai village.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon;;;;;;;;;;;"Deposit is 8 km long with average width of 1.2–1.4 km; there are 3 ore bodies that overlie each other with an average thickness of 3.5 m; reported 5.42 kg/m2 monazite + xenotime.";Industrial Minerals (2014b);;;;No production(?);;;;;;;;;;;;;;0.19368 probable + possibile;;;;Industrial Minerals (2014b);Not known;;East Asia +754;3424;Dong Pao;Dong Pau, Lai Chau; ; ;district or area; ;Vietnam;Lai Chau;22.3014;103.5521; ;supergene;weathered magmatic, hydrothermal, laterite and saprolite ore; ;REE, F, Ba, U; ;dominant; ; ;Deposit; ;bastnäsite, synchysite, monazite, parisite, cerianite-(Ce), fluocerite;fluorite, barite;quartz, calcite, potassic feldspar, phlogopite, muscovite (illite), kaolinite;Paleogene;53 Ma;Paleogene;;syenite, quartz syenite;Pusamcp Complex;;;Toyota Tsushu Corp., Sojitu, Vinacomin;Metasomatic and weathered ore in Phong Tho district, 40 km from Nam Xe deposits. 60 ore bodies of various sizes have been identified in the Dong Pao area. They form irregular pods, lenses, and veins in shear zones. Reserves are for the No. 3 orebody.;"Dzien (1990); ESCAP (1990); Hợp and Huấn (2010); JICA & MMAJ (2001); Fong-Sam (2013); Kamitani and others (2007); Kušnir (2000); Hedrick (2001); Miller (2012); Moody (2013); Premoli (1990); Walters and Lusty (2011); Watanabe (2010); Weng and others (2015)";1959;Exploration reported from 1956–1969.;;Producer;;;;First production reported in 2013(?).;"1) 7.4; 5) 500";"2) 7; 3) 0.645 proven + probable; 4) 3.17 proven + probable; 5) 7.0";1) 5.22;5) 1.4;1) 3;;;;;;;;;"1) Watanabe (2010); 2) Kusnir (2000); 3) Fong-Sam (2013); 4) Moody (2013); 5) Weng and others (2015)";Not compliant, 5) Not known;;East Asia +755;3426;Gulf of Tonkin; ; ; ;district or area; ;Vietnam;Quảng Ninh;20.933;107.125;Estimated location in Halong Bay.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, zircon, rutile;;;;;;beach sand;;;;;As many as 40 placer deposits, each up to 10 km long and 3 km wide, have been delineated and contain 15–300 kg/m3 of ilmenite + zircon + rutile + monazite.;Dill (2007);;;;No production(?);;;;;;;;;;;;;;;;;;;;;East Asia +756;3427;Ha Tinh; ;Cam Hoa, Cam Nhuong, Cam Son, Cam Thang, Cuang Gian, Ky Khang, Ky Loi; ;district or area;province;Vietnam;Ha Tinh;18.278;106.08;Location is a central location along coast.;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, zircon, rutile, anatase;;;;;;beach sand;;;;Ha Tinh Minerals and Trading Corp. (Mitraco);"Monazite comprises about 2% of heavy minerals; beach sand deposit in this area contains an average of 210 kg/m3 of heavy minerals.";"Dao and others (2008); Pham and others (1996)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;East Asia +757;3428;Ham Tan;Bin Thuan; ; ;district or area; ;Vietnam;Binh Thuan;10.7;107.583; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, rutile, zircon, (leucoxene), anatase;;;;;;beach and dune sand;;;;;"3 placers; monazite comprises about 2% of heavy minerals; beach sand deposit in this area contains an average of 160 kg/m3 of heavy minerals.";"Dao and others (2008); ESCAP (1990); Hợp and Huấn (2010); Industrial Minerals (2014b); O'Driscoll (1996); Pham and others (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +758;3429;Huong Dien; ; ; ;district or area; ;Vietnam;Thua Thien-Hue;16.5785;107.4546;20 km north of Hue.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, zircon, rutile, magnetite;;;;;;;;;;;;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +759;3430;Ke Sung;Thua Thien Hue; ;Thuan An;district or area; ;Vietnam;Thua Thien-Hue;16.5;107.583;Deposit located along the coast of village of same name, 12 km south of mouth of Thuan An.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon;;;;;;beach and dune sand;;;;;"2 ore bodies totaling 5000 m long and averaging 250 m wide and up to 3.16 m thick; deposit reported to contain 2.97 kg/m2 monazite.";"ESCAP (1990); Hợp and Huấn (2010); Industrial Minerals (2014b); O'Driscoll (1996)";;;;No production(?);;;;;;;;;;;;"1) 0.000603 monazite+xenotime possible; 2) 0.018343 monazite+xenotime probable";;;;;;"1) ESCAP (1990); 2) Industrial Minerals (2014b)";"1) Not compliant; 2) Not known";;East Asia +760;3431;Ky Anh; ; ; ;district or area; ;Vietnam;Ha Tinh;18.0596;106.2937;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;;ilmenite, zircon;;;;Quaternary;;coastal sediments;;;;;;"Dao and others (2008); Industrial Minerals (2014b)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +761;3432;Ky Khang; ; ; ;district or area;Ti mine;Vietnam;Ha Tinh;18.1719;106.2798;Near coast between town of Ky Khang and coast.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite, xenotime;ilmenite, rutile, zircon, anatase;;;;;;;;;;Ha Tinh Minerals and Trading Corp. (Mitraco);"Coastal placer. 4 orebodies. Ilmenite is currently produced; unclear if monazite or xenotime are recovered.";"Dao and others (2008); ESCAP (1990); O'Driscoll (1996)";;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +762;3433;Ky Loi; ; ; ;district or area;Ti mine;Vietnam;Ha Tinh;18.0895;106.4205;On coast near town of Ky Loi.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite, xenotime;ilmenite, rutile, zircon, anatase;;;;;;;;;;Ha Tinh Minerals and Trading Corp. (Mitraco);"Ilmenite is currently produced; unclear if monazite or xenotime are recovered.";Dao and others (2008);;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +763;3434;Ky Ninh; ; ; ;district or area;Ti mine;Vietnam;Ha Tinh;18;106.167; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite, xenotime;ilmenite, rutile, zircon, anatase;;;;;;dune sand;;;;Ha Tinh Minerals and Trading Corp. (Mitraco);"Coastal placer. Part of Ky Anh-Cam Xuyen group of deposits. Ilmenite is currently produced; unclear if monazite or xenotime are recovered.";"Dao and others (2008); ESCAP (1990); O'Driscoll (1996)";;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +764;3435;Ky Phuong; ; ; ;district or area;Ti mine;Vietnam;Ha Tinh;18.0971;106.4053;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite, xenotime;ilmenite, rutile, zircon, anatase;;;;;;;;;;Ha Tinh Minerals and Trading Corp. (Mitraco);"Ilmenite is currently produced; unclear if monazite or xenotime are recovered.";Dao and others (2008);;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +765;3436;Ky Xuan; ; ; ;district or area;Ti mine;Vietnam;Ha Tinh;18.310607;106.165015;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite, xenotime;ilmenite, rutile, zircon, anatase;;;;;;;;;;HaTinh Minerals and Trading Corporation (Mitraco);"Ilmenite is currently produced; unclear if monazite or xenotime are recovered.";Dao and others (2008);;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +766;3437;Long Hai; ; ; ;district or area; ;Vietnam;Ba Ria-Vung Tau;10.417;107.167; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;Holocene;;sand, gravel;;;;;;"Dao and others (2008); ESCAP (1990)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +767;3439;Muong Hum;Lao Cai; ; ;district or area; ;Vietnam;Lao Cai;22.5401;103.7221;Estimated location near Muong Hum.;supergene;ion adsorption(?), hydrothermal; ;REE, U;~22% of TREO; ; ; ;Deposit; ;bastnäsite, allanite, monazite, samarskite, rhabdophane, euxenite-(Y);thorite, zircon;;;;Quaternary;;sediments;;;hydrothermal;JOGMEC, Vietnam government;;"Dahlkamp (2009); Dzien (1990); Hợp and Huấn (2010); Moody (2013); Watanabe (2010)";;;;Producer(?);;;;;;"1) 0.1292 total; 2) 0.4; 3) 0.4 proven + probable";1) 1.0–3.18;;;;;;;;;;;"1) Hợp and Huấn (2010); 2) Dzien (1990); 3) Moody (2013)";"1) Not compliant; 2) Not compliant(?); 3) Not known";;East Asia +768;3440;My Tho;Mi Tho; ; ;district or area; ;Vietnam;Binh Dinh;14.3074;109.1458;On coast in vicinity of My Thanh, My Tho, and My An villages, north of Cat Khanh.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon;;;;;;dune sand;;;;;"3 ore bodies (A, B, C); ore body C is the largest and covers an area of 5,523 m2 with an average thickness of 2.68 m.";"ESCAP (1990); Industrial Minerals (2014b); O'Driscoll (1996)";;;;Not known;;;;;;;;;;;;"1) 0.006574 monazite+xenotime possible; 2) 0.050044 monazite+xenotime probable";;;;;;"1) ESCAP (1990); 2) Industrial Minerals (2014b)";"1) Not compliant; 2) Not known";;East Asia +769;3441;Nam Xe;Nam Nam Xe; ; ;intrusion or complex; ;Vietnam;Lai Chau;22.5333;103.45; ;carbonatite with residual enrichment(?);carbonatite-associated, hydrothermal vein, weathered, metamorphic/metasomatic;disseminated, vein;REE;Y, Eu, Gd; ; ; ;Deposit; ;bastnäsite, parisite, pyrochlore, synchysite, monazite, xenotime, gadolinite, ancylite;;;;;;;;;;hydrothermal;;;"Dahlkamp (2009); Dzien (1990); Fong-Sam (2013); Hợp and Huấn (2010); JICA & MMAJ (2001); Kamitani and others (2007); Kušnir (2000); Smith and others (2016); Thi and others (2014); Trinh (1991); Weng and others (2015)";;;;Producer;;;;;4) 557;"1) 0.94; 2) 7.7 proven + probable + 10 possible";;;;;;;;;;;;"1) Kamitani and others (2007); 2) Moody (2013)";"1) Not compliant; 2) Not known";;East Asia +770;3442;Nam Xe North;Mau Xe North; ; ;intrusion or complex; ;Vietnam;Lai Chau;22.523;103.4414;Estimated location on north bank of Nam Xe River.;carbonatite with residual enrichment;"carbonatite-associated, hydrothermal vein, weathered; metamorphic/metasomatic";nest, lens, vein, disseminated;REE, U, Th Nb; ; ; ; ;Deposit; ;bastnäsite, parisite, pyrochlore, synchysite, monazite, xenotime, gadolinite;apatite, barite, fluorite, galena, (uranpyrochlore), magnetite, pyrite;calcite, ankerite;Cretaceous–Paleogene;;Carboniferous–Permian;;limestone, marble;Vang Na Formation;minette veins (lamprophyre veins?);hydrothermal;;"Largest REE mine in Vietnam; ore in crushed zones of limestone; there is both primary and weathered ore; massive veins contain 8–10% REO; impregnations in limestone/marble contain 1–2% REO; dark brown weathered material contains 4–5% REO; weathered zone is up to 20 m deep.";"Dahlkamp (2009); Dzien (1990); Fong-Sam (2013); Hợp and Huấn (2010); JICA & MMAJ (2001); Kamitani and others (2007); Kušnir (2000); Smith and others (2016); Thi and others (2014); Trinh (1991); Weng and others (2015)";;;;Producer;;;;;4) 557;"1) 7.798 proven + probable; 2) 7.8 total; 3) 7.707; 4) 7.8";"3) weathered: 2.0–16.8, primary: 0.6–31.35; 4) 1.4";;;;;;;;;;;"1) Dzien (1990); 2) Kusnir (2000); 3) Hợp and Huấn (2010); 4) Weng and others (2015)";"1–3) Not compliant; 4) Not known";;East Asia +771;3443;Nam Xe South;Mau Xe South; ; ;intrusion or complex; ;Vietnam;Lai Chau;22.4966;103.4546;Estimated location on south bank of Nam Xe River.;carbonatite with residual enrichment;carbonatite-associated, hydrothermal vein, weathered;vein, dikes, lenses;REE, U, Nb, Ba, Sr; ;dominant; ; ;Deposit; ;bastnäsite-(Ce), parisite-(Ce), pyrochlore, gadolinite, monazite, ancylite-(Ce), synchysite-(Ce);pyrochlore, barite, fluorite, strontianite, thorite, pyrite, apatite, magnetite, galena, titanite;calcite, ankerite, aegirine, arfvedsonite, phlogopite, biotite, quartz;Middle–Upper Paleogene;28–40 Ma (K-Ar, phlogopite);;;ferrocarbonatite, calciocarbonatite;Vien Nam Formation;limestone, basalt, orthophyre veins, minette (lamprophyre?) veins;hydrothermal, fenitization;;"Massive veins contain 8–10% REO; impregnations in limestone/marble contain 1–2% REO; dark brown weathered material contains 4–5% REO; weathered zone is up to 20 m deep.";"Dahlkamp (2009); Dzien (1990); Fong-Sam (2013); Hợp and Huấn (2010); JICA & MMAJ (2001); Kamitani and others (2007); Kušnir (2000); Thi and others (2014); Trinh (1991)";;;;Producer;;;;;;"1) 0.94 proven + probable; 2) 4.09; 3) 0.1993 probable + 3.0 possible";2) 0.5–36(10.6 average);;;;;;;;;;3) 2011;"1) Dzien (1990); 2) Hợp and Huấn (2010); 3) Fong-Sam (2013)";"1) Not compliant; 2) Not compliant(?); 3) Not known";;East Asia +772;3444;Nha Trang; ; ; ;district or area; ;Vietnam;Khanh Hoa;12.2379;109.1702;Estimated location.;shoreline placer; ; ;Sn, W, REE; ; ; ; ;Showing; ;;cassiterite, wolframite;;;;;;;;;;;;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +773;3446;Nui Phao; ; ; ;intrusion or complex; ;Vietnam;Thai Nguyen;21.643671;105.751947;Estimatied location based on Nui Phao mining company http://www.masangroup.com/masanresources/en/projects/nui-phao/highlights.;supergene;weathered crust; ;REE;HREE enriched; ; ;549 ppm TREE average;Showing; ;;;;;;;;granite;Nui Phao granite;;;;"Nui Phao granite is an ilmenite-series granite; weathered crust is about 10 m thick and developed over an area of about 20 km2.";Mentani and others (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +774;3447;Phan Thiet; ; ; ;district or area; ;Vietnam;Binh Thuan;10.8532;108.0447; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Showing; ;;ilmenite, zircon, cassiterite;;;;;;;;;;;;"Dao and others (2008); ESCAP and ABMRGG (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +775;3449;Phu Yen;Yen Bai; ; ;district or area(?); ;Vietnam;Son La;21.263;104.645;Estimated location based on Hop and Huan (2010) Figure 5.;other igneous deposit;hydrothermal, REE-bearing crust;veins, lens;REE;~30% of TREO; ; ; ;Deposit;small deposit;fergusonite, xenotime, monazite, samarskite, churchite, rhabdophane;;;;;;;schist;Song Mua schist;;hydrothermal;;;Hợp and Huấn (2010);;;;Producer(?);;;;;;0.031695;0.1–7;;;;;;;;;;;Hợp and Huấn (2010);Not compliant;;East Asia +776;3450;Pom Lau; ; ;North Bu Khang;district or area(?); ;Vietnam;Nghe An;19.5503;105.1741;Estimated location based on Hop and Huan (2010) Figure 5.;alluvial placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime, allanite;ilmenite, zircon;;;;Quaternary;;sediments;;;;;;Hợp and Huấn (2010);;;;Not known;;;;;;0.001315;;;;;;;;;;;;Hợp and Huấn (2010);Not compliant;0.15–4.8 kg/m3 monazite;East Asia +777;3451;Post Dayot; ; ; ;district or area; ;Vietnam;Khánh Hòa;12.7194;109.3887;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, zircon, rutile, sillimanite;quartz;;;;;;;;;;;Noakes (1971);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +778;3452;Quang Ngan; ; ; ;district or area; ;Vietnam;Thua Thien-Hue;16.633;107.417; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, zircon;;;;;;aeolian dunes and beach sand;;;;;"On north side of the Thuan An group of deposits; deposit is 22.5 km long and 513 m wide with an average thickness of 4.03 m.";"ESCAP (1990); Industrial Minerals (2014b); Kušnir (2000); O'Driscoll (1996)";;;;No production;;;;;;;;;;;2) 5;"1) 0.003261 monazite+xenotime; 2) 0.0108 monazite+xenotime; 3) 0.008255 monazite+xenotime";;;;;2) 1990;"1) ESCAP (1990); 2) Kusnir (2000); Industrial Minerals (2014b)";"1) Not compliant; 2) Not compliant; 3) Not known";;East Asia +779;3453;Qui Nhon; ;includes Hoi Loch, Bai Bang, Vinh Cuu, Bo Ngua; ;district or area; ;Vietnam;Binh Dinh;13.7744;109.2033;This area may be the same as Cat Khanh.;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;beach sand;;;;;"Monazite comprises about 3% of heavy minerals; beach sand deposit in this area contains an average of 170 kg/m3 of heavy minerals.";"ESCAP and ABMRGG (1988); Noakes (1971); Pham and others (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +780;3454;Sin Quyen; ; ; ;site; ;Vietnam;Lao Cai;22.6204;103.8064; ;"hydrothermal Fe-oxide deposit ± Cu, Au; tailings";"IOCG, hydrothermal, vein, Cyprus type volcanogenic; tailings"; ;Cu, Fe, Au, Ag, U, REE; ;LREE dominant; ; ;Deposit; ;allanite, lesser bastnäsite, monazite;chalcopyrite, pyrite, uraninite, magnetite, pyrrhotite, native gold, titanite;(hornblende), biotite, quartz, plagioclase, epidote, pyroxene, hastingsite, quartz;Upper Mesozoic–Cenozoic;;Proterozoic;;"amphibolite, iron ore; tailings";Sin Quyen Formation;;hydrothermal, silicification;;Ore horizon is up to 140 m thick and stretches about 2 km along strike and contains 17 lenticular ore bodies that are <1 m to 25 m thick and up to 400 m in length.;"Dahlkamp (2009); Gas'kov and others (2012); Ishihara and others (2011); Kamitani and others (2007)";;;;No production;;;;;2) 52.8;2) 0.37;1) 0.67;;;1) 0.55;;;;;;;2) 2001;"1) Kamitani and others (2007); 2) Ishihara and others (2011)";"1) Not compliant(?); 2) Not compliant";2) 0.7% REE;East Asia +781;3456;South Ham Tam; ; ; ;district or area; ;Vietnam;Binh Thuan;10.697673;107.625023;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, zircon;;;;;;;;;;;;"ESCAP (1990); O'Driscoll (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +782;3458;Then Chau; ; ; ;site(?); ;Vietnam;Lai Chau;22.683;103.43;Estimated location.;unclassified; ; ;REE, U; ; ; ; ;Deposit; ;;;;;;;;;;;;;;Moody (2013);;;;No production(?);;;;;;0.194 proven + probable;;;;;;;;;;;;Moody (2013);Not known;;East Asia +783;3459;Thuan An; ; ; ;district or area; ;Vietnam;Thua Thien-Hue;16.5632;107.6455;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?); ;monazite;ilmenite, zircon;;;;;;;;;;;;"Dao and others (2008); Industrial Minerals (2014b)";;;;Byproduct producer(?);;;;;;;;;;;;;;;;;;;;;East Asia +784;3460;Tra Co;Binh Ngoc; ; ;district or area; ;Vietnam;Quảng Ninh;21.484817;108.065608;Estimated location. On coast of Tra Co.;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;beach sand;;;;;"Monazite comprises about 3% of heavy minerals; beach sand deposit in this area contains an average of 180 kg/m3 of heavy minerals.";Pham and others (1996);;;;No production(?);;;;;;;;;;;;;;;;;;;;;East Asia +785;3461;Van Son; ; ; ;district or area; ;Vietnam;Ha Tinh;18.6007;105.7861;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite, xenotime;ilmenite, rutile, zircon, anatase;;;;;;;;;;Ha Tinh Trade Minerals;"Ilmenite is currently produced; unclear if monazite or xenotime are recovered.";Dao and others (2008);;;;Not known;;;;;;;;;;;;;;;;;;;;;East Asia +786;3462;Vinh Cam Ranh; ; ; ;district or area; ;Vietnam;Khanh Hoa;11.8833;109.1667;Estimated location in Vinh Cam Ranh Bay.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, zircon, rutile, magnetite;quartz;;;;;;;;;;;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +787;3463;Vinh Giat; ; ; ;district or area; ;Vietnam;Khanh Hoa;12.726;109.3782; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, magnetite, rutile;quartz;;;;;;;;;;;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +788;3464;Vinh My;Vinh Mi; ;Thuan An;district or area; ;Vietnam;Thua Thien-Hue;16.3333;107.75;Deposit extends 12. 5 km along coast from Vinh My village to Tu Hien mouth.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, rutile;;;;;;beach and dune sand;;;;;"Average deposit thickness 1.6–1.66 m; deposit is 80–600 long with average width of 210 m; deposit is reported to contain 1.02 kg/m2 monazite.";"ESCAP (1990); ESCAP and ABMRGG (1988); Industrial Minerals (2014b); O'Driscoll (1996)";;;;No production;;;;;;;;;;;;;;0.002057 probable;;;;Industrial Minerals (2014b);Not known;;East Asia +789;3465;Vung Tau;Cap St. Jacques; ; ;district or area; ;Vietnam;Ba Ria - Vung Tau;10.4075;107.1083;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, magnetite, rutile;quartz;;;;;;;;;;Noakes (1971) found ~0.25% monazite in sample.;"Dao and others (2008); ESCAP and ABMRGG (1988); Noakes (1971)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +790;3466;Xuan Thinh-Tuy Phong;Cat Khanh group; ; ;district or area; ;Vietnam;Phu Yen;13.3096;109.2803;Deposit occurs over an area of 112,000 m2 in the Song Cau district.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon;;;;Quaternary;;coastal sediments;;;;;"2 ore bodies, largest is economic; economic deposit contains 1.01 kg/m2 monazite+xenotime, 173.05 kg/m2 ilmenite, and 5.72 kg/m2 zircon; deposit averages 2.04 m thick.";Industrial Minerals (2014b);;;;No production(?);;;;;;;;;;;;0.001594 monazite + xenotime;;;;;;Industrial Minerals (2014b);Not known;;East Asia +791;3467;Yen Phu;Yon Phu; ; ;intrusion or complex; ;Vietnam;Yen Bai;21.829;104.676;Estimated location in northern Vietnam, about 200 km northwest of Ha Noir.;carbonatite with residual enrichment;carbonatite;lens or lensoid;REE, U; ; ; ; ;Deposit; ;xenotime, samarskite;;iron oxide;;;;;muscovite (sericite) quartz schist, weathered dolomitic carbonatite;;muscovite (sericite) quartz schist;hydrothermal;;2 ore bodies;"Dahlkamp (2009); Fong-Sam (2013); Moody (2013); Watanabe (2014)";;;;No production;;;;;1) 5;2) 0.005 proven + probable;;;;;;;;;;;2011;"1) Fong-Sam (2013); 2) Moody (2013)";Not known;;East Asia +792;8216;Aljesur;Aljezur; ; ;site(?); ;Portugal;Faro;37.309;-8.68; ;alkaline igneous; ; ;Au, REE, Zn, Cu; ; ; ; ;Showing(?); ;;;;;;;;;;;;Avrupa Minerals Ltd.;;"SNL Metals & Mining (2015); Sadeghi and others (2014)";;;;No production;Active exploration.;;;;;;;;;;;;;;;;;;;;Europe +793;8251;Alnö;Smedsgarden; ; ;intrusion or complex; ;Sweden;Västernorrlands län;62.469;17.4559; ;carbonatite; ;dikes;REE; ; ; ; ;Occurrence(?); ;cerite-(Ce), dollaseite-(Ce);;calcite;;;Neoproterozoic;584 ± 7 Ma;;;;fenitization;;Complex is roughly circular with a diameter of 4 km.;"Andersson and others (2013); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +794;8310;Alpe di Fieud-Fontana;Fieud Alp; ; ;site; ;Switzerland;Ticino Canton;46.5175;8.5608; ;unclassified; ; ;REE, Sc;Y is present; ; ; ;Showing; ;xenotime-(Y);bazzite, magnetite, pyrite;anatase, quartz;;;;;;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +795;8137;Ameralik; ; ; ;district or area; ;Greenland;Kommuneqarfik Sermersooq;63.845;-50.0612; ;other igneous deposit;veins in shear zones and saddle reefs; ;Zr, REE, Cu; ; ; ; ;Showing; ;;chalcopyrite, zircon;quartz;;;Mesoarchean;;gneiss;;;;Czech Geological Research Group (CGRG Ltd.);;Czech Geological Research Group (2015d);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +796;8107;Amorgos; ; ; ;district or area(?); ;Greece;Notio Aigaio;36.9003;26.0544; ;bauxite; ; ;Al, Cr, Fe, Ni, REE, Zr; ; ; ; ;Occurrence; ;;diaspore, gibbsite, goethite, hematite;muscovite (illite), kaolinite;Jurassic;;Jurassic;;limestone;Pelagonian zone;;kaolinization;;;"ProMine (2013); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +797;8170;Arvogno & Toceno; ; ; ;district or area; ;Italy;Piemonte;46.1686;8.4556; ;other igneous deposit;pegmatite;disseminated;REE, Be, Ta; ; ; ; ;Occurrence; ;allanite, euxenite-(Y), gadolinite, monazite, xenotime, aeschynite, polycrase-(Y);beryl, bismuthinite, goethite, hematite, ilmenite, magnetite, microlite, pyrite, samarskite, thorite, wulfenite, apatite, titanite, zircon;albite, biotite, chlorite, fluorite, muscovite, quartz ,spessartine;;;;;pegmatite;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +798;8252;Åsgruvan; ; ;Riddarhyttan district, Getbacks- och Rödbergsfälten mining field;site;historic Fe mine;Sweden;Södermanlands län;59.0004;16.5168; ;other igneous deposit;skarn; ;Fe, P, REE; ; ; ; ;Occurrence; ;allanite, cerite;hematite, magnetite;tremolite, talc;;;Paleoproterozoic;;dolomitic carbonate rock, pegmatite;;;;;;"Finland Geological Survey (2012); Hallberg and others (2012); Jonsson and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +799;8109;Atalandi; ; ; ;district or area(?); ;Greece;Sterea Ellada;38.5489;22.8203; ;bauxite; ; ;Al, Cr, Fe, Ni, REE, Zr; ; ; ; ;Deposit;very small deposit;anatase, zircon;boehmite, diaspore, gibbsite, goethite, hematite, anatase, rutile, pyrite;chlorite, kaolinite, quartz, rutile, chamosite;Jurassic;;Jurassic;;limestone;;;kaolinization, pyritization;;;"EURARE (2017); GEUS and D'Appolonia (2017); ProMine (2013); Sadeghi and others (2014)";;;;No production;;;;;;0.198 estimated;0.0002 estimated;;;;;;;;;;;EURARE (2017);Not compliant;;Europe +800;8138;Attu; ; ; ;site; ;Greenland;Qaasuitsup Kommunia;67.8852;-53.5407; ;other igneous deposit;granitic rocks/pegmatites; ;REE; ; ; ; ;Showing; ;allanite;titanite, apatite, magnetite, pyrite;potassic feldspar, quartz, biotite;Paleoproterozoic;1785 ± 7 Ma;;;pegmatite, gneiss;;;;;;"GEUS (2014); Thrane and others (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +801;8218;Aurora; ; ;Ditrău Complex;district or area; ;Romania;Harghita;46.8334;25.6497;Estimated location.;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;syenite;;;;;;Hirtopanu and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +802;8313;Azov Sea Coast Dikes; ; ; ;district or area; ;Ukraine;Zaporiz'ka Oblast';47.183;36.567; ;alkaline igneous;alkalic igneous; ;Ti, P, Nb, REE; ; ; ; ;Occurrence; ;;;pyroxene;;;;;alkaline pyroxenites, jacupirangite;;;;;15 alkaline ultrabasic dikes form a belt 100 km wide and > 35 km long.;Kogarko and others (1995);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +803;8314;Azovske; ; ; ;site(?); ;Ukraine;Respublika Krym;45.583;34.567; ;other igneous deposit; ; ;REE, Zr; ; ; ; ;Occurrence; ;;apatite, zircon;;;;;;;;;;;Hosted in igneous rock.;"O'Driscoll (1998); SNL Metals & Mining (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +804;8253;Bastnäs;Bastnäsfältet; ; ;site;historic Fe mine;Sweden;Västmanlands län;59.8457;15.5866; ;other igneous deposit;Fe skarn; ;Fe, REE; ; ; ; ;Occurrence(?); ;cerite-(Ce), bastnäsite-(Ce), bastnäsite-(La), törnebohmite-(Ce), fluocerite-(Ce);fluorite, hematite;quartz;;;Paleoproterozoic;;felsic metavolcanic rock, iron formation, skarn;;felsic volcanic rocks;;;;"EURARE (2014g); Finland Geological Survey (2012); Gieré and Sorensen (2004); Jonsson and others (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +805;8171;Baveno; ; ; ;site;historic Sc mine;Italy;Piemonte;45.9178;8.48; ;other igneous deposit;NYF pegmatites; ;Sc, F, REE, Be, B, Ti, Nb, Ta, Mo, W; ; ; ; ;Occurrence; ;gadolinite-(Y), hingganite-(Y), calcioancylite-(Ce), aeschynite-(Y), aeschynite-(Ce);beryl, bazzite, zinnwaldite, thortveitite, jervisite, cascandite;fluorite;;;Permian;;miarolitic granite;;;;;;"Aurisicchio and others (1999); Pezzotta and others (1999); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +806;8219;Belcina; ; ;Ditrău Complex;district or area; ;Romania;Harghita;46.799;25.6671;Estimated location.;alkaline igneous; ;veins;REE; ; ; ; ;Occurrence; ;yttrofluorite;rutile, ferrocolumbite;;;;;;syenite;;;;;;Hirtopanu and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +807;8316;Berdjanskaja; ; ; ;district or area; ;Ukraine;Zaporiz'ka Oblast';46.9667;36.3353; ;placer of unknown origin;offshore and (or) continental placers; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;;;;;;;Rundkvist and others (2001);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +808;8191;Biggejavri;Biggejav'ri; ; ;site;historic mine;Norway;Finnmark;69.3527;23.4367; ;other igneous deposit;VMS, hydrothermal-metasomatic; ;Sc, U, REE; ; ; ; ;Deposit;small deposit;parisite-(Ce), davidite, xenotime, monazite, loveringite, synchysite;pyrite, sphalerite, chalcopyrite, pyrrhotite, glanea, bismuth, altaite, tellurobismuthite, molybdenite, hessite;;Paleoproterozoic;1760 Ma;Paleoproterozoic;;rhyodacite, albitite, tuffite;;metagabbro, metabasalt, graphite schist;chloritization, sericitization, silicification;;Mineralization is in the Kautokeino greenstone belt.;"EURARE (2014e); Finland Geological Survey (2014); Sadeghi and others (2014)";;;;No production;;;;;0.05 estimate;0.0001;0.2;;;;;;;;;;;EURARE (2014e);Not compliant;;Europe +809;8139;Bjørnedal; ; ; ;site; ;Greenland;Northeast Greenland National Park;72.3414;-22.7661; ;other igneous deposit;hydrothermal;veins;Nb, REE; ; ; ; ;Showing; ;euxenite-(Y), monazite, bastnäsite, samarskite, fergusonite;columbite;quartz;;;Jurassic;;quartzite;;;;;"REE mineralization in coarse-grained quartz veins up to 30 m long and 15 cm wide; up to 3% REE reported.";"GEUS (2014); Thrane and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +810;8255;Blötberget;Blötbergsfältet; ; ;site(?);geologic deposit;Sweden;Dalarnas län;60.1229;15.0696; ;hydrothermal Fe-oxide deposit ± Cu, Au;igneous magnetite-apatite, Kiruna; ;Fe, Mn, REE; ; ; ; ;Occurrence; ;fluorapatite, monazite-(Ce), allanite-(Ce), xenotime-(Y);;;Paleoproterozoic;;Paleoproterozoic;1600–2500 Ma;felsic volcanic rock;;;;;;"EURARE (2014g); Finland Geological Survey (2012); Frietsch and Perdahl (1995); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +811;8017;Bochovice-Chlumek; ; ; ;district or area; ;Czech Republic;Vysocina;49.32;15.895;Estimated location.;other igneous deposit;NYF pegmatites; ;REE; ; ; ; ;Showing; ;allanite, aeschynite(?);pyrochlore, microcline (amazonite), ilmenite, titanite, rutile, zircon, beryl;albite, plagioclase, quartz, biotite;;;;;;;;;;;Čech and others (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +812;8192;Bordvedaga; ; ;Høgtuva;site; ;Norway;Nordland;66.4053;13.8733; ;metamorphic;metamorphic; ;Be, REE, U, Sn; ; ; ; ;Showing; ;monazite, allanite, fergusonite, euxenite-(Y), yttrialite-(Y), fluocerite, allanite, gadolinite, kainosite-(Y), zircon, titanite, thalénite-(Y) ;phenacite, høgtuvaite, beryl, genthelvite, zircon, amazonite;quartz, microcline, plagioclase, biotite, calcite, apatite, chlorite;;;;;granite gneiss;;;;;;"Müller (2010); O'Driscoll (1995); Sturt and others (1995); Wilberg (1987)";1984;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +814;8257;Broddbo; ; ; ;site(?); ;Sweden;Dalarnas län;60.36;15.4; ;other igneous deposit;NYF pegmatites; ;GRT, Be, REE, Ta; ; ; ; ;Occurrence(?); ;allanite, yttrotantalite-(Y), gadolinite, monazite;arsenopyrite, bertrandite, beryl, tantalite, topaz;quartz, feldspar, gahnite, idocrase, tourmaline, muscovite, biotite;Paleoproterozoic: Statherian;;;1775 ± 18 Ma (U-Pb);;;;;;;"Brotzen (1959); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +815;8340;Cambokeels; ;Slitt vein;North Pennine–Alston Moor district;site;historic F mine;United Kingdom;England;54.7395;-2.101; ;other igneous deposit;quartz vein;vein;F, Bi, REE; ; ; ; ;Showing; ;synchysite, bastnäsite, monazite, xenotime;fluorite, galena, bismuthinite, argentopentlandite, cassiterite, cosalite, pyrrhotite, cubanite, chalcopyrite, pyrite;quartz, calcite, adularia;;;;;;;Weardale Granite;;;;Ixer and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +816;8075;Capette; ; ; ;site;small historic mine;France;Midi-Pyrénées;43.6586;2.6093; ;shoreline placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;Quaternary;;alluvium(?);;;;;;"EURARE (2017); GEUS and D'Appolonia (2017); ProMine (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +817;8078;Chavence; ; ; ;site; ;France;Bourgogne;46.5331;3.7831; ;other igneous deposit;evolved rare metal granite; ;Sn, Li, REE, Ta, W; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite, ferberite, zinnwaldite, polylithionite-trilithionite, arsenopyrite, chalcopyrite, columbite, fluorite, tantalite;albite, biotite, chlorite, kaolinite, microcline, muscovite, albite, orthoclase, quartz, topaz, zircon;Pennsylvanian;;Pennsylvanian;;microgranite, leucogranite, greisen;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +818;8317;Chernigovskii;Novopoltavskii; ; ;intrusion or complex; ;Ukraine;Zaporiz'ka Oblast';47.233;36.25;Rundkvist (2001) loc is 47.3911N, 27.1588E).;carbonatite; ; ;Ta, Nb, REE, P; ; ; ; ;Occurrence; ;monazite, allanite, ancylite, fergusonite-(Ce), carbocernaite;apatite, magnetite, zircon, pyrochlore, ilmenite, titanite, anatase, baddeleyite, columbite;calcite, dolomite, aegirine, biotite, amphibole, phlogopite, olivine, pyroxene, mica, nepheline;;;;1820–2190 Ma;beforsite, alvikite, carbonatite breccia, syenite, pyroxenite;;alkalic and alkali-ultrabasic intrusions;;;;"Kogarko and others (1995); Rundkvist and others (2001); Rundkvist and others (1997)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +819;8080;Coz Porz; ; ; ;site;small historic mine;France;Bretagne;48.8339;-3.5132; ;alkaline igneous;syenitic and alkali granitic rocks and pegmatites; ;REE; ; ; ; ;Occurrence(?); ;allanite;;;;;;;granite;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017); ProMine (20";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +820;8220;Creanga Halasag; ; ;Ditrău Complex;district or area; ;Romania;Harghita;46.8717;25.5694;Estimated location.;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;syenite;;;;;;Hirtopanu and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +821;8172;Cuasso al Monte; ; ; ;intrusion or complex;group of mineral occurrences;Italy;Lombardia;45.9156;8.8803; ;other igneous deposit;NYF pegmatites; ;U, Cu, REE, Sc, F, Be, B, Ti, Nb, Ta, Mo, W; ; ; ; ;Occurrence; ;gadolinite-(Y), hingganite-(Y), aeschynite-(Y), aeschynite-(Ce), allanite, bastnäsite, euxenite-(Y), monazite, xenotime, agardite, synchysite;thortveitite, zinnwaldite, bazzite, cascandite, jervisite, adamite, arsenopyrite, bertrandite, cerussite, chalcopyrite, galena, hematite, hollandite, loellingite, malachite, marcasite, molybdenite, phenakite, powellite, proustite, scorodite, sphalerite, stibnite, wulfenite, wurtzite, others;fluorite, albite, anatase, ankerite, brookite, calcite, dolomite, epidote, fayalite, microcline, muscovite, opal, pyrophyllite, quartz, topaz, zircon, clinochlore, others;;;Permian;;miarolitic granite;;;;;;"Aurisicchio and others (1999); Pezzotta and others (1999); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +822;8235;Cucma 2; ; ; ;site; ;Slovakia;Kosicky kraj;48.71;20.6; ;uranium deposit;uraniferous sandstone; ;U, Au, REE; ; ; ; ;Occurrence; ;xenotime-(Y),monazite-(Ce), xenotime-(Ce), fluorapatite;apatite, autunite, plumbogummite(?), goethite, goyazite, molybdenite, pyrite, torbernite, tourmaline;;Permian;;Lower Paleozoic;;metamorphosed felsic volcanic rock;Gemericum unit;;;;;"GEUS and D'Appolonia (2017); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +823;8093;Cuxhaven; ; ; ;site; ;Germany;Niedersachsen;53.8833;8.7;Deposit extends offshore(?).;shoreline placer(?);; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite(?);ilmenite, rutile, zircon;;Paleogene;;Paleogene;;sand;;;;;Mineral sands.;"Charles and others (2013); O'Driscoll (1988); ProMine (2013)";;;;No production(?);;;;;;;;;;10;;;;;;;;O'Driscoll (1988);Not compliant;;Europe +824;8112;Delphi-Distomon; ; ; ;district or area;bauxite mine;Greece;Sterea Ellada;38.445;22.415;Mines are in the areas of Distomon and Amfissa.;bauxite; ; ;Al, REE, Sc; ; ; ; ;Occurrence; ;;;;;;;;;;;;Delfi-Distomon Bauxite SA (2015);;SNL Metals & Mining (2015);;;;No production;Active bauxite mine.;;;;;;;;;;;;;;;;;;;;Europe +825;8236;Dobsina; ; ; ;site(?); ;Slovakia;Kosicky kraj;48.82;20.37; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;Ultra Resources Corp., Xyquest Mining Corp;Active exploration (2015).;SNL Metals & Mining (2015);;;;No production;Active exploration.;;;;;;;;;;;;;;;;;;;;Europe +826;8213;Elk; ; ; ;intrusion or complex;site;Poland;Warminsko-mazurskie;53.8667;22.3333; ;unclassified; ; ;REE, Nb, Zr; ; ; ; ;Occurrence; ;;;;;;;;;Elk syenite massif;;;;;ProMine (2013);;;;Not known;;;;;;;;;;;;;;;;;;;;;Europe +827;8027;Enontekiö; ;Palkiskuru, Palovaara; ;site; ;Finland;Lapin lääni;68.548;22.695;Estimated location.;"alkaline igneous; carbonatite";alkaline igneous, carbonatite; ;REE, U, Pb; ; ; ; ;Occurrence; ;allanite-(Ce), monazite, bastnäsite, ancylite-(Ce), xenotime-(Y), davidite-(Ce), masuyite, sayrite;apatite, davidite, masuyite, sayrite, zircon, pyrite, chromite;calcite;;;;;albitite, syenite, carbonatite;;;;;;"Al-Ani and others (2010a); Al-Ani and Sarapää (2014a)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +828;8082;Entre Deux Roches; ; ; ;site; ;France;Rhône-Alpes;45.4524;6.3723; ;other igneous deposit(?);REE-Sc mineralization associated with alpine veins; ;Ti, Be, REE, Sc; ; ; ; ;Occurrence; ;monazite;apatite, arsenopyrite, axinite, bertrandite, beryl, brookite, bazzite, ilmenite, linarite, malachite mimetite, rutile, titanite;adularia, calcite, epidote, phenakite, quartz;;;;;;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +830;8028;Eurajoki; ; ; ;intrusion or complex; ;Finland;Satakunta lääni;61.1966;21.6828; ;other igneous deposit;peraluminous Sn-bearing granite; ;REE, Sn, Be, W, Zn; ; ; ; ;Showing; ;bastnäsite, monazite, xenotime-(Y), thorite, zircon;thorite, zircon, cassiterite, topaz, ilmenite, columbite, fluorite;microcline perthite, plagioclase, quartz, siderophyllite, biotite, quartz;Mesoproterozoic;1570 Ma;;;rapakivi granite, topaz-bearing granite;Väkkärä granite;;hydrothermal;;;"Al-Ani and Pakkanen (2013); Černý (1991b); Haapala (1989); Haapala (1997); Sarapää and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +831;8083;Evisa; ; ; ;site;small historic mine;France;Corse;42.2818;8.8325; ;shoreline placer; ; ;REE; ; ; ; ;Occurrence; ;fergusonite, monazite;;;;;Quaternary;;sand;;;;;;"GEUS and D'Appolonia (2017); ProMine (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +832;8195;Jokeli;Jokelid, Landsverk 1; ;Evje-Iveland;site; ;Norway;Aust-Agder;58.6167;7.8667; ;other igneous deposit;NYF pegmatite; ;REE, Sc; ; ; ; ;Showing; ;fergusonite-(Y), monazite-(Ce), allanite-(Ce), euxenite-(Y), polycrase-(Y), samarskite-(Y), xenotime-(Y);microcline, albite, amazonite, columbite-(Fe), fluorite, magnetite, thorite, uraninite, others;quartz, stilpnomelane, biotite, muscovite, calcite, pyrite, clay, epidote;;;;;meta-gabbro;;;;;;"Data Metallogenica (2012); Mindat.org (2017); Snook (2014); Taylor and Friedrichsen (1983)";;;;No production;;;;Past production of feldspar.;;;;;;;;;;;;;;;;;Europe +833;8196;Evje-Iveland; ;Steli, Slobrekka, Solås, Li gruve, Hovåsen, Tuftane, Jokeli; ;district or area; ;Norway;Telemark;59.182;8.702; ;other igneous deposit;NYF pegmatites, minor late stage LCT mineralization; ;Ni, Sc, REE, Nb, Ta, Li, Ti, Be, Zr, Sn; ; ; ; ;Occurrence; ;gadolinite, allanite, bastnäsite, yttrotantalite-(Y), yttrofluorite, euxenite-(Y), monazite, xenotime, Churchite-(Y), rhabdophane, aeschynite, polycrase-(Y);bertrandite, beryl, pyrochlore, bismite, bismuthinite, thortveitite, Sc-beryl, Sc-davidite, Sc-ilmenite, Sc-ilmenorutile, chrysoberyl, columbite, euclase, hematite, polylithionite-trilithionite, magnetite, microlite, molybdenite, pentlandite, phenakite, pyrite, samarskite, tantalite, titanite, triplite, uraninite, zinnwaldite, zircon, tapiolite, violarite, titano-ilmenite, pyrophanite, rozenite, bismutite;albite apatite, biotite, quartz, garnet, microcline, muscovite, plagioclase, prehnite, rutile, spessartine, topaz, cleavelandite;;;Neoproterozoic;;meta-norite;Hövringsvatn complex;;;;;"Černý (1991a); Černý (1991b); ProMine (2013); Zagorsky and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +834;8197;Fen;Søve;includes Hydro and Cappellen quarries, Söve mine; ;intrusion or complex;historic Fe-Nb mining;Norway;Telemark;59.281214;9.282014; ;carbonatite with residual enrichment; ;stockwork;Nb, REE, Th, Li, Ta, U, Fe; ; ; ; ;Deposit; ;bastnäsite, monazite, parisite, synchysite, fluorapatite;apatite, pyrochlore, hematite, magnetite, thortveitite, columbite-tantalite, fluorite, zircon, barite, Nb-bearing rutile, pyrite, pyrrhotite;calcite, dolomite, hematite, ankerite, biotite, tremolite, chlorite, mica, topaz, zoisite;Neoproterozoic–Cambrian;;Neoproterozoic: Ediacaran;580 Ma;rauhaugite, hematite carbonatite (rodberg), sovite, ankerite carbonatite,;;fenite, ijolite-melteigite;hematization, fenitization;;"Past production of Fe, Nb, REE, and Th; REE highest in rodberg that is red from finely dispersed hematite.";"Bugge (1978); EURARE (2014e); Finland Geological Survey (2012); Hornig-Kjarsgaard (1998); O'Driscoll (1995); ProMine (2013); Wall and Mariano (1996); Weng and others (2015)";;;;Past producer;;;;;486 estimated;4.4 estimated;0.9%(?);;;;;;;;;;;EURARE (2014e);Not compliant;;Europe +835;8096;Firstenstein-Scheffelstein; ; ; ;site; ;Germany;Sachsen;51.1944;14.8469; ;unclassified; ; ;REE, Be, Sc; ; ; ; ;Occurrence; ;euxenite-(Y);bertrandite, bazzite, jarosite;;;;;;;;;;;;ProMine (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +836;8260;Forshammar; ;Klinttjärnbo, Limbergsbo; ;district or area; ;Sweden;Örebro län;59.7532;15.5042; ;other igneous deposit;granitic pegmatites; ;FLD, REE; ; ; ; ;Showing; ;dravite, xenotime-(Y), hydroxylbastnäsite-(Ce);feldspar, albite, tourmaline, zircon;quartz, muscovite;Paleoproterozoic;;Paleoproterozoic;1800 Ma;felsic metavolcanic rocks;;;;;;"Bačík and others (2012); Finland Geological Survey (2012)";;;;No production;Feldspar production.;;;;;;;;;;;;;;;;;;;;Europe +837;8001;Fresnitzkogel Mountain; ; ; ;site; ;Austria;Steiermark;46.8526;15.162; ;other igneous deposit;igneous related, REE-Sc mineralization associated with alpine veins, hydrothermal veins;veins;REE, Sc; ; ; ; ;Showing; ;florencite;lazulite, pretulite, crandallite, apatite, rutile;quartz, muscovite, talc, tourmaline;;;;;metamorphosed phyllite and (or) mica schist;;;;;;"Bernhard (2001); Bernhard and others (1998); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +838;8002;Fürstenbauer; ; ; ;site; ;Austria;Steiermark;47.55;15.6833; ;other igneous deposit;igneous related, REE-Sc mineralization associated with alpine veins, hydrothermal veins;veins;REE, Sc; ; ; ; ;Occurrence; ;florencite, goyazite, xenotime;lazulite, pretulite, crandallite, pyrite, apatite, rutile;quartz, corundum, diaspore, kyanite, muscovite;;;;;metamorphosed phyllite and (or) mica schist;;;;;;"Bernhard and others (1998); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +839;8173;Gagnone-Orcesco & Rossa Alp; ; ; ;district or area; ;Italy;Piemonte;46.1286;8.4175; ;alkaline igneous; ; ;REE, Be, Li, Nb, Ta, U; ; ; ; ;Occurrence; ;allanite, fersmite;anglesite, arsenopyrite, bertrandite, beryl, pyrochlore, cassiterite, cerussite, struverite, chrysoberyl, columbite, galena, gismondine, goethite, polylithionite-trilithionite, microlite, pyrite, scolecite, tantalite, vanadinite, vigezzite, tapiolite, titano-ilmenite, uranophane;actinolite, albite, analcime, andradite, apatite, calcite, clinozoisite, epidote, margarite, microcline, montmorillonite, muscovite, uvarovite, prehnite, pumpellyite, quartz, talc, thomsonite, titanite, tourmaline, zircon, clinochlore;;;;;albitite;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +840;8246;Galiñeiro; ; ; ;intrusion or complex; ;Spain;Galicia;42.1355;-8.7006; ;alkaline igneous;alkaline to peralkaline granitoids; ;Be, REE, Th; ; ; ; ;Occurrence; ;bastnäsite, parisite, fergusonite, samarskite, pyrochlore, aeschynite, allanite, zircon, monazite, xenotime;;;;;Ordovician;;albite gneiss, aegirine-riebeckite gneiss, granodiorite;;;hydrothermal;;Concentrations of up to more than 1% TREE with notable HREE enrichments have been reported.;"EURARE (2014f); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +841;8003;Ganz Valley;Ganztal; ; ;site; ;Austria;Steiermark;47.5794;15.6856; ;other igneous deposit;igneous related;veins;REE, Sc; ; ; ; ;Showing; ;florencite-(La), goyazite;pretulite, crandallite, pyrite, apatite, lazulite, bearthite;muscovite, quartz;;;;;metamorphosed phyllite and (or) mica schist;;;;;;"Bernhard (2006); Bernhard and others (1998); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +842;8004;Gjaidtroghohe Mountain; ; ; ;site; ;Austria;Kärnten;47.0711;12.9; ;other igneous deposit;muscovite-rare element (LREE-Li) pegmatites;veins, pegmatites;Be, Ag, REE, Sc; ; ; ; ;Showing; ;monazite, xenotime;beryl (aquamarine), azurite, bertrandite, bazzite, fluorite, goethite, hematite, magnetite, malachite, molybdenite, rutile, scheelite;adularia, albite, anatase, ankerite, apatite, calcite, chlorite, muscovite, pyrite, quartz, schorlite, siderite, titanite, zoisite;;;;;;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +843;8115;Glifa; ; ; ;district or area(?); ;Greece;Sterea Ellada;38.9569;22.9653; ;bauxite; ; ;Al, Cr, Fe, REE, Zr; ; ; ; ;Occurrence; ;anatase, zircon;anatase, diaspore, goethite;halloysite, muscovite (illite);Jurassic;;Jurassic;;limestone;;;kaolinization;;;"EURARE (2017); GEUS and D'Appolonia (2017); ProMine (2013); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +844;8198;Gloserheia;Gloserhei; ; ;site;historic feldspar-quartz mine;Norway;Aust-Agder;58.5371;8.7241;9 km north of Arendal.;other igneous deposit;felsic-intermediate igneous rock related, NYF pegmatite; ;REE, FLD, SIL, U, Th, Zr; ; ; ; ;Deposit;small deposit;allanite, euxenite-(Y), xenotime, monazite, fluorapatite;quartz, feldspar, apatite, zircon, magnetite, uraninite, thorite;biotite, sericite, muscovite;Mesoproterozoic;;Meosproterozoic;1060 Ma;gneiss;Bamble Formation;;muscovitization;;"No obvious parent granite out crop in area; pegmatite is flat-ling, 800 m long, 20 m thick.";"Baadsgaard and others (1984); Černý (1991b); EURARE (2014e); Sadeghi and others (2014)";;;;No production;Produced feldspar and quartz 1881-1986.;;;;4;0.0008?;0.02?;;;;;;;;;;;EURARE (2014e);Not compliant;;Europe +845;8261;Gräne; ; ; ;site; ;Sweden;Västra Götalands län;57.3753;12.9164; ;other igneous deposit;pegmatite; ;FLD, REE; ; ; ; ;Showing; ;euxenite-(Y);feldspar, quartz;biotite, garnet;Neoproterozoic;;Neoproterozoic;;pegmatite;;;;;;ProMine (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +846;8005;Granegg Mountain; ; ; ;site; ;Austria;Steiermark;47.5133;15.6; ;other igneous deposit; ;veins;REE, Sc; ; ; ; ;Showing; ;florencite, goyazite, monazite;apatite, pretulite, crandallite, lazulite, rutile;chlorite, kyanite, kaolinite, muscovite, quartz;;;;;mica schist;;;chloritization, muscovitization;;;"Bernhard (2001); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +847;8262;Grängesberg; ; ; ;district or area; ;Sweden;Dalarnas län;60.0829;14.9967; ;other igneous deposit;"igneous magnetite-apatite, Kiruna; hydrothermal Fe-oxide-Cu-Au";massive;Fe, P, Mn, REE; ; ; ; ;Occurrence; ;fluorapatite, monazite-(Ce), allanite-(Ce), xenotime-(Y);magnetite, hematite, apatite;;;;Paleoproterozoic;;felsic volcanic rock;;;;;;"EURARE (2014g); Finland Geological Survey (2012); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +848;8174;Grignaschi; ; ; ;site;granite mine;Italy;Piemonte;46.0997;8.3206; ;other igneous deposit;pegmatite; ;GRT, REE, Ta, U; ; ; ; ;Occurrence; ;allanite, euxenite-(Y);autunite, pyrochlore, columbite, torbernite, uraninite, zircon;feldspar, quartz;;;;;pegmatite;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +849;8199;Grindvika; ; ; ;site(?); ;Norway;Nordland;68.4162;14.9274;Estimated location.;other igneous deposit;pyroxenite-hosted; ;Fe, Ti, P, REE; ; ; ; ;Showing; ;apatite;apatite, magnetite;pyroxene, biotite, olivine, plagioclase;;;;;pyroxenite, mangerite;;;;;;Ihlen and others (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +850;8141;Grønnedal-Ika; ; ; ;intrusion or complex; ;Greenland;Kommuneqarfik Sermersooq;61.2333;-48.05; ;carbonatite;; ;Fe, REE; ; ; ; ;Showing; ;bastnäsite;siderite, sphalerite, apatite, pyrite, barite;;;;;;siderite carbonatite;;;;;;"EURARE (2017); GEUS (2014); Thrane and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +851;8343;Groverake; ;Rookhope Red, Groverake, and Greencleugh veins;North Pennine–Alston Moor district;site;historic F mine;United Kingdom;England;54.7915;-2.1617; ;other igneous deposit;quartz vein;vein;F, Bi, REE; ; ; ; ;Showing; ;synchysite, bastnäsite, monazite, xenotime;fluorite, galena, bismuthinite, argentopentlandite, cassiterite, cosalite, pyrrhotite, cubanite, chalcopyrite, pyrite;quartz, calcite, adularia;;;;;;;Weardale Granite;;;;Ixer and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +852;8263;Gruvdalen; ; ; ;site;historic mine(?);Sweden;Stockholms län;59.5087;18.4343; ;other igneous deposit;NYF pegmatites; ;FLD, Be, Nb, SIL, REE; ; ; ; ;Occurrence(?); ;fergusonite, gadolinite;bertrandite, beryl, columbite, plagioclase, quartz;biotite, fluorite, clinozoisite, muscovite, tourmaline;Paleoproterozoic: Statherian;;;1795 ± 2 Ma (U-Pb);;;;;;;"ProMine (2013); Wik and others (2004)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +853;8264;Gundlebo;Essljung; ; ;site;historic Li mine;Sweden;Västra Götalands län;58.3363;12.1668; ;other igneous deposit;abyssal pegmatites; ;Li, Be, FLD, MICA, REE; ; ; ; ;Showing; ;;polylithionite-trilithionite, bertrandite, beryl, quartz, bismuth ixiolite, cassiterite, columbite;microcline (amazonite), fluorite, topaz;Paleoproterozoic;;Paleoproterozoic;;pegmatite;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +854;8029;Hangaslampi; ; ;Kuusamo;site; ;Finland;Pohjois-Pohjanmaa lääni;66.2808;29.2036; ;other igneous deposit;shear zone related mesothermal gold; ;Au, Co, Ag, Cu, U, Mo, REE; ; ; ; ;Showing; ;bastnäsite, allanite;gold, chalcopyrite, cobaltite, magnetite, molybdenite, pentlandite, pyrite, pyrrhotite, uraninite;biotite, sericite;Paleoproterozoic: Orosirian;;Paleoproterozoic: Siderian–Rhyacian;1822±5 Ma (Pb-Pb);sandy siltstone, metamorphosed mafic volcanic rock;;;;Dragon Mining Oy;;"Dragon Mining (2015); Eilu and others (2012); Finland Geological Survey (2014); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +855;8026;Hanstholm; ; ; ;site; ;Denmark;Nordjylland;57.1114;8.6161; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;Quaternary;;Quaternary;;sand, alluvium;;;;Morstal Minerals;;"Charles and others (2013); Hedrick and Templeton (1991); ProMine (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +856;8225;Hereb-Cianod; ; ;Ditrău Complex;district or area; ;Romania;Harghita;46.7778;25.6518;Estimated location.;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;syenite;;;;;;Hirtopanu and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +857;8237;Hnilcik; ; ; ;site; ;Slovakia;Kosicky kraj;48.8528;20.5581; ;other igneous deposit;volcanic; ;REE, Zr, Nb, U, Th; ; ; ; ;Occurrence; ;bastnäsite-(Ce), synchysite-(Ce), [yttrobetafite];zircon, magnetite, fluorite, chalcopyrite, sphalerite;muscovite, quartz, calcite, alkali feldspar;;;;;metatrachydacite;Rakovec Group;phyllitic rocks;hydrothermal;Ultra Resources Corp., Xyquest Mining Corp;Active exploration (2015).;"SNL Metals & Mining (2015); Uher and others (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +858;8200;Høgtuva; ;Høgtuva 1 (Bordvedäga), Høgtuva 2 (Lia), Høgtuva 3+4 (Tverrbekkfjell), Høgtuva 5 (Snøfjellet), Høgtuva 6 (Sørfjellet); ;intrusion or complex; ;Norway;Nordland;66.4054;13.8733; ;other igneous deposit;felsic-intermediate igneous rock related;lens;Be, U, REE, Sn, Nb, Zr; ; ; ; ;Deposit; ;monazite, fergusonite, allanite, euxenite-(Y), yttrialite-(Y), fluocerite, allanite, gadolinite, kainosite-(Y), zircon, titanite, thalénite-(Y) ;phenacite, høgtuvaite, beryl, genthelvite, zircon, fluorite, cassiterite, uraninite, magnetite, titanite, thorite, arsenopyrite, wolframite, ilmenite, sphalerite, galena, molybdenite, chalcopyrite, pyrite, pyrochlore;quartz, microcline, plagioclase, biotite, calcite, apatite;Mesoproterozoic;;Mesoproterozoic;;granite gneiss;Høgtuva intrusion;;;;"Several berylliium deposits are present; Bordvedäga deposit is largest.";"EURARE (2014e); Finland Geological Survey (2012); Müller (2010); ProMine (2013); Sadeghi and others (2014)";1983–1984;;;No production;;;;;0.35;0.000525;0.15;;;;;;;;;;;EURARE (2014e);Not compliant;;Europe +859;8006;Höllkogel Mountain; ; ; ;district or area;Sc-REE field;Austria;Steiermark;47.5156;15.6236; ;other igneous deposit;REE-Sc mineralization associated with alpine veins, hydrothermal veins;veins;Sc, REE; ; ; ; ;Showing; ;florencite-(Ce), goyazite, xenotime-(Y);lazulite, apatite, augelite, wardite, rutile, corundum, autunite, pretulite, chalcopyrite, crandallite, jarosite, pyrite, uraninite;quartz, muscovite, paragonite, clinochlore, albite, chlorite, corundum, diaspore, graphite, gypsum, kaolinite, rutile, zircon;;;;;metamorphosed mica schist;;;;;;"Bernhard (2001); Bernhard and others (1998); ProMine (2013)";;;;Not known;;;;;;;;;;;;;;;;;;;;;Europe +860;8031;Honkilehto;; ;Kuusamo;site; ;Finland;Pohjois-Pohjanmaa lääni;66.1809;28.9982; ;other igneous deposit;igneous; ;Au, Co, Cu, U, REE; ; ; ; ;Showing; ;"bastnäsite, allanite, davidite; Bijvoetite-(Y)";magnetite, apatite, richtetite, pyrite;calcite, quartz, sericite;;;;;carbonate-sericite-schist, quartzite, albitite;;;carbonization, albitization;;;"Al-Ani and Sarapää (2011a); Al-Ani and Sarapää (2013); Al-Ani and Sarapää (2014a); Sarapää and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +861;8007;Hopffeldboden-Hopffeldgebiet; ; ; ;district or area; ;Austria;Salzburg;47.2;12.25; ;other igneous deposit;evolved rare metal granite;disseminated;REE, Ta; ; ; ; ;Occurrence; ;gadolinite-(Y), euxenite-(Y), fergusonite, monazite, xenotime, aeschynite, polycrase-(Y), synchysite;cerussite, chalcopyrite, columbite, hematite, hemimorphite, hydrozincite, ilmenite, goethite, magnetite, malachite, molybdenite, pyrite, pyrrhotite, smithsonite, sphalerite, thorite, wulfenite;actinolite, adularia, albite, almandine, anatase, apatite, aragonite, axinite, biotite, quartz, brookite, calcite, chlorite, fluorite, muscovite, phlogopite, rutile, siderite, titanite, zircon;;;;;aplite, gneiss;;;;;;"Demartin and others (1993); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +862;8267;Hulta; ; ; ;site(?);historic mine(?);Sweden;Kronobergs län;57.2244;15.1419; ;other igneous deposit;pegmatites; ;REE, Ta, Th, U; ; ; ; ;Occurrence; ;allanite, yttrotantalite-(Y), euxenite-(Y), xenotime;chalcopyrite, hematite, magnetite, pyrite, pyrrhotite, thorianite, uraninite, thorogummite;anatase, biotite, epidote, ilmenite, microcline, plagioclase, quartz, muscovite (sericite), titanite, clinochlore;;;;;;;;;;;ProMine (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +863;8268;Idkerberget;Idkerbergsfältet; ; ;site;historic Fe mine;Sweden;Dalarnas län;60.3792;15.2247; ;hydrothermal Fe-oxide deposit ± Cu, Au;igneous magnetite-apatite, Kiruna; ;Fe, Mn, REE; ; ; ; ;Occurrence; ;fluorapatite, monazite-(Ce), allanite-(Ce);magnetite;;Paleoproterozoic;;Paleoproterozoic;1600–2500 Ma;metavolcanic rock(?), iron formation;;;;;;"EURARE (2014g); Finland Geological Survey (2012); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +864;8142;Igaliko;Igaliku;hosts Motzfeldt, N & S Qoroq, Igdlerfigssalik; ;intrusion or complex; ;Greenland;Kommune Kujalleq;61.0833;-45.1667; ;alkaline igneous; ; ;REE, U, Sc; ; ; ; ;Occurrence; ;eudialyte, pyrochlore, monazite, bastnäsite;pyrochlore, columbite, zircon, thorite, molybdenite, fluorite, aenigmatite;nepheline, arfvedsonite, analcime, natrolite, alkali feldspar, alkali pyroxene, amphibole, aegirine, biotite;Mesoproterozoic;;Mesoproterozoic;1310 ± 31 Ma (Rb-Sr, whole rock);"peralkaline syenites: pulaskite, goyaite, naujaite; syenite, nepheline syenite";;;;Czech Geological Research Group (CGRG Ltd.);Pegmatites related to peralkaline rocks.;"Czech Geological Research Group (2015c); GEUS (2014); Möller (1989a); Northern Miner (1986); Pell (1996); Roskill Information Services (1988); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +865;8032;Iivaara; ; ; ;intrusion or complex;intrusion or complex;Finland;Pohjois-Pohjanmaa lääni;65.7841;29.6738; ;alkaline igneous;alkaline igneous associated; ;P, REE(?); ; ; ; ;Showing; ;apatite, ilmenite, magnetite, pyrite, allanite-(Ce), monazite, zircon;apatite, magnetite, ilmenite, pyrite, monazite, zircon, pyrrhotite, chalcopyrite;nepheline, clinopyroxene;;;;;nepheline syenite, ijolite;;;;;Allanite-(Ce) at Iivaara contains more than 40 percent;"Al-Ani and others (2010b); Al-Ani and Sarapää (2013); EURARE (2014b); Sarapää and others (2013); Sarapää and others (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +866;8143;Ilimaussaq; ;hosts Kvanefjeld, Kringleme, Sørensen, Steenstrupfjeld, Zone 3, and Tanbreez deposits; ;intrusion or complex; ;Greenland;Kommune Kujalleq;60.9667;-45.9167; ;alkaline igneous;alkalic igneous; ;REE, U, Th, Nb, Ta, Be, Zr, F, Li, Sn; ; ; ; ;Deposit; ;"steenstrupine, eudialyte; minor rinkite, monazite, apatite, britholite";lueshite, pyrochlore, aenigmatite, fluorite, zeolite, sphalerite, Li-mica, epistolite-murmenite, astrophyllite, villiaumite, stannite, chkalovite;microcline, albite, nepheline, hedenbergite, katophorite, fayalite, alkali pyroxene, biotite, sodalite, aegirine, arfvedsonite;Mesoproterozoic;;Mesoproterozoic;1130 ± 50 Ma (Sm-Nd isochron);agpaitic nepheline syenite, arfvedsonite lujavrite, pulaskite, foyaite;;;;Highwood Resources Ltd.;One of the ten alkaline intrusions of the Gardar Complex. Apatite containing >16.0 weight percent REO has been identified. U-Be-Zr-Nb mineralization. Jackson and Christiansen (1993) classify as carbonatite.;"Castor (1994); Chakhmouradian (1996); GEUS (2014); Jackson and Christiansen (1993); Laval (1992); Mariano (1989); Möller (1989a); Pell (1996); Platt (1996a); Schonwandt and others (2014); Sorensen and others (1978); Woolley (1987)";;;;No production;;;;;>6.6;;3;0.2% Y2O3;;;;;;;;;1994;Pell (1996);Not compliant;;Europe +868;8238;Jahodne; ; ; ;site; ;Slovakia;Trnavsky kraj;48.496;17.364; ;uranium deposit;uraniferous sandstone; ;U, Cu, REE; ; ; ; ;Occurrence; ;monazite, xenotime;apatite, chalcopyrite, galena, goethite, (leucoxene), loellingite, rutile, tennantite, torbernite, uraninite;;;;;;conglomerate, sandstone, tuff;Maluzina Fm;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +869;8033;Jammi;Jammivuotso; ;Sokli;district or area;geologic deposit;Finland;Lapin lääni;67.7703;29.3437; ;carbonatite;carbonatite associated;veins, dikes;P, REE, F, Sr, Ba, Nb, Ta, Zr, U; ; ; ; ;Occurrence; ;bastnäsite-(Ce), ancylite-(Ce), monazite, calcioancylite, allanite, fluorapatite, Sr-bearing apatite, strontianite, barite, parisite(?);fluorapatite, Sr-apatite, strontianite, barite, brabanite;calcite, dolomite, aegirine, apatite;Devonian;;Archean;;fenite, carbonatite;;Sokli carbonatite, fenite, volcanic and sedimentary rock;;;;"Al-Ani and Sarapää (2009a); Al-Ani and Sarapää (2011a); Al-Ani and Sarapää (2013); Sarapää and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +870;8269;Johanna;Johannagruven, Bojmossefältet; ;Riddarhyttan district, Bojmossfältet mining field;site;historic Fe mine;Sweden;Västmanlands län;60.0599;15.91396;Estimated location.;other igneous deposit;Fe oxide deposit with REE skarn, contact metamorphism; ;Fe, REE, Mn, P; ; ; ; ;Occurrence(?); ;allanite-(Ce), cerite-(Ce), västmanlandite-(Ce), bastnäsite, dollaseite-(Ce), gadolinite;magnetite;tremolite, talc;Paleoproterozoic;;Paleoproterozoic;;dolomitic carbonate rock, iron formation(?);;;;;;"Finland Geological Survey (2012); Hallberg and others (2012); Holtstam (2004); Jonsson and others (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +871;8226;Jolotca; ; ;Ditrău Complex;district or area; ;Romania;Harghita;46.8782;25.5273; ;alkaline igneous; ;veins;Ti, Nb, REE, Mo; ; ; ; ;Occurrence; ;monazite-(Ce), allanite-(Ce), cerite-(Ce), chevkinite-(Ce), törnebohmite-(Ce), stillwellite-(Ce), tritomite-(Ce), britholite-(Ce), euxenite-(Y), bastnäsite, parisite, xenotime;molybdenite, chalcopyrite, galena, sphalerite, siderite, pyrite;apatite, niter, quartz, ankerite, calcite, chlorite;Jurassic;;Triassic;;diorite, hornblendite, syenite;Ditrau alkaline massif(?);;;;;"Hirtopanu and others (2013); ProMine (2013); Săbău (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +872;8034;Juomasuo; ; ;Kuusamo;site;Co mine;Finland;Pohjois-Pohjanmaa lääni;66.2888;29.1995; ;sedimentary; ; ;Co, Au, Cu, Mo, Ni, Fe, REE, U, Ag; ; ; ; ;Occurrence; ;allanite, monazite, bastnäsite;pyrite, calaverite, cobaltite, uraninite, gold, galena, altaite, magnetite, pentlandite, pyrargyrite, pyrrhotite, rutile;albite, biotite, quartz;Paleoproterozoic Rhyacian–Orosirian;;Paleoproterozoic: Siderian–Rhyacian;;metamorphosed mafic volcanic rock, quartz-sericite rock;;;biotitization, albitization;Dragon Mining Oy;;"Dragon Mining (2015); Eilu and others (2012); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +873;8035;Juuka;Petäiskoski;Panjavarra, Petäiskoski, other dikes; ;district or area; ;Finland;Pohjois-Karjala lääni;63.333;28.8297;Generalized location believed to be in vicinity of Petäiskoski dike.;carbonatite; ;dike, vein;REE, Sr, Ba; ; ; ; ;Occurrence; ;bastnäsite, ancylite, monazite;barite;calcite;;~1800 Ma (U-Pb, monazite);;;;;;;;Up to 50 carbonatite dikes in the area.;"EURARE (2014b); Goodenough and others (2016); O'Brien (2015); Tyni and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +874;8036;Kaatiala; ; ; ;site; ;Finland;Etelä-Pohjanmaa lääni;62.6807;23.4849; ;other igneous deposit;pegmatite;pegmatite;REE, Sn, Be, Ta, Nb, W, Li, Cs; ; ; ; ;Occurrence; ;;beryl, columbite, cassiterite, polylithionite-trilithionite;;;;;;;;;;Nortec Minerals;;Walker (2012);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +875;8098;Kaiserstuhl; ; ; ;intrusion or complex; ;Germany;Baden-Württemberg;48.09;7.67; ;carbonatite;volcanic to subvolcanic carbonatite; ;Nb, P, REE, Sr; ; ; ; ;Showing; ;apatite, pyrochlore, perovskite;apatite, magnetite, pyrochlore, perovskite;calcite, melilite, forsterite, phlogopite, andradite;Miocene;;Miocene;13-18 Ma;carbonatite, sövite;;alkivite, tephrite, phonolite, nephelinite, essexite, melilitite;;;ProMine Portal (2013) reports that deposit is not economic.;"Hornig-Kjarsgaard (1998); ProMine (2013); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +876;8271;Kallmoragruvan; ; ;Riddarhyttan district, Kallmorbergsfältet mining field;site;historic Pb-Zn-Cu mine;Sweden;Västmanlands län;60.106;15.96;Estimated location.;other igneous deposit;skarn; ;Pb, Zn, Cu, Ag, Fe, REE; ; ; ; ;Occurrence; ;allanite, cerite;tremolite, talc;;;;Paleoproterozoic;;dolomitic carbonate rock, calc-silicate rock;;;;;;"Finland Geological Survey (2012); Hallberg and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +877;8144;Kangerlussuaq; ; ; ;intrusion or complex; ;Greenland;Qaasuitsup Kommunia;66.5547;-52.1994;Estimated location.;alkaline igneous;peralkaline igneous-associated; ;Nb, Ta, Be, Zr, REE;Y; ; ; ;Showing; ;allanite, astrophyllite, catapleiite, chevkinite, eudialyte, lavenite, perovskite, titanite, zircon;;;Paleogene;;Paleogene;;;;;;;;"GEUS and D'Appolonia (2017); Stensgaard and Sorensen (2013); Thomassen and Nielsen (2006)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +878;8116;Kaniani D; ; ; ;district or area(?);historic Al mine;Greece;Sterea Ellada;38.7095;22.3929; ;bauxite;bauxite and Al-rich rocks (karst, laterite, Tikhvinsk types); ;Al, REE; ; ; ; ;Occurrence; ;;boehmite, goethite, hematite, chromite, diaspore, gibbsite;muscovite (illite), kaolinite;Upper Cretaceous: Turonian;;Upper Jurassic: Oxfordian;;limestone;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +879;8117;Kaniani Mine; ; ;Mt. Parnassus;district or area;district or area;Greece;Sterea Ellada;38.533;22.617; ;bauxite;bauxite; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Papastefanaki (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +880;8118;Kaniani Z;Kaniani 2; ; ;district or area(?);historic Al mine;Greece;Sterea Ellada;38.7161;22.4037; ;bauxite;bauxite and Al-rich rocks (karst, laterite, Tikhvinsk types); ;Al, REE; ; ; ; ;Occurrence; ;;boehmite, goethite, hematite, chromite, diaspore, gibbsite;muscovite (illite), kaolinite;Upper Cretaceous: Turonian;;Upper Jurassic: Oxfordian;;limestone;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +881;8037;Kännätsalo; ; ; ;site; ;Finland;Etelä-Karjala lääni;60.9728;27.7358; ;other igneous deposit; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;rapakivi granite;;;;;;Sarapää and others (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +882;8145;Kap Simpson;Forchammer; ; ;intrusion or complex; ;Greenland;Northeast Greenland National Park;72.2333;-22.5; ;alkaline igneous; ;veins, other(?);Pb, Mo, F, Nb, REE; ; ; ; ;Occurrence; ;bastnäsite, euxenite-(Y), fergusonite, monazite, samarskite;columbite-(Fe);quartz;Paleogene;;Paleogene;;syenogranite;;;hydrothermal;;;"EURARE (2014c); EURARE (2017); Thomassen and Nielsen (2006); Thrane and others (2014); GEUS (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +883;8272;Kårarvet; ; ; ;site;historic mine;Sweden;Dalarnas län;60.6108;15.5674; ;other igneous deposit;pegmatite; ;Be, FLD, REE, Ta; ; ; ; ;Showing; ;gadolinite, allanite, yttrotantalite-(Y), monazite;beryl, feldspar, quartz, tantalite, topaz;albite, albite, muscovite;Paleoproterozoic;;Paleoproterozoic;;pegmatite;;;;;;"EURARE (2017); Brotzen (1959); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +884;8038;Karhukoski;Puumala; ; ;site; ;Finland;Etelä-Savo lääni;61.5036;28.6859;Estimated location.;other igneous deposit;felsic-intermediate igneous rock related; ;REE, Th; ; ; ; ;Occurrence; ;monazite, zircon;zircon, rutile;;;;;;garnet-cordierite-mica gneiss, granite;;;;;;"Al-Ani and Pakkanen (2013); EURARE (2017); Sarapää and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +885;8146;Karrat; ;includes Niaqornakassak, Umiammakku Nunaa; ;district or area(?);mineralization;Greenland;Qaasuitsup Kommunia;71.6427;-52.8967; ;alkaline igneous; ; ;REE; ; ; ; ;Deposit; ;bastnäsite, monazite, allanite;pyrochlore;;;;Paleoproterozoic;;banded carbonates, amphibolite;Karrat Grp;;;Avannaa Resources Ltd.;;"Sorensen and Kalvig (2011); Weng and others (2015)";;;;No production;;;;;26;;1.36;;;;;;;;;;;Sorensen and Kalvig (2011);;;Europe +886;8039;Katajakangas;Pieni Katajakangas, Otanmäki Katajakangas, Katajakanka; ; ;site; ;Finland;Kainuu lääni;64.1283;27.0223; ;alkaline igneous;alkaline igneous associated; ;REE, Nb, Zr, Th, U; ; ; ; ;Deposit;small deposit;allanite-(Ce), fergusonite-(Y), bastnäsite-(Ce), columbite, monazite, ancylite, parisite, euxenite-(Y), pyrochlore, yttrocolumbite-(Y);zircon, columbite, thorite, tantalite, magnetite, pyrite, fluorite, galena, hessite, naumannite, chalcopyrite, pyrrhotite, sperrylite, kotulskite;quartz, feldspar, riebeckite;Paleoproterozoic Rhyacian–Orosirian;;Paleoproterozoic: Rhyacian–Orosirian;;alkaline schist and gneiss;;alkaline pyroxenite, gabbro;metasomatism;;"Small occurrence 0.2-1.4 m thick; mineralization occurs as narrow lenses of quartz-feldspar gneiss with riebeckite and alkaline pyroxene in the contact zone between metasediments and gneiss.";"Al-Ani and Pakkanen (2013); Al-Ani and Sarapää (2011a); Al-Ani and Sarapää (2014a); EURARE (2014b); Finland Geological Survey (2012); Sarapää and others (2013); Schlöglova and others (2014)";;;;No production;;;;;0.46 estimated;;2.71;;;;;;;;;0.76% NbO, 1.13% ZrO2;;Schlöglova and others (2014);Not compliant;;Europe +887;8040;Kaulus; ; ;Sokli;district or area; ;Finland;Lapin lääni;67.7442;29.3638;Estimated location.;carbonatite; ;dikes;P, REE; ; ; ; ;Occurrence; ;ancylite-(Ce), calcioancylite-(Ce), monazite, allanite, bastnäsite-(Ce);apatite, ilmenite, magnetite, barite, strontianite, pyrite;calcite, amphibole, richterite, phlogopite, clay, albite, dolomite;;;;;fenite, metasomatite;;carbonatite;hydrothermal, metasomatic;;;"Al-Ani and Sarapää (2014b); Sarapää and others (2014)";;;16 diamond drill holes in 2 profiles by Finland Geological Survey in 2012;No production;;;;;;;;;;;;;;;;;;;;;Europe +888;8273;Kirunavaara;Kiruna; ; ;site;Fe-P(?) mine;Sweden;Norrbottens län;67.8328;20.1902; ;iron oxide-apatite;igneous magnetite-apatite, Kiruna, iron-oxide-apatite; ;P, Fe, REE; ; ; ; ;Occurrence; ;fluorapatite, monazite-(Ce), allanite-(Ce);magnetite, hematite;;;;;;metavolcanic rocks;;;;;;"EURARE (2014g); Finland Geological Survey (2012); Frietsch and Perdahl (1995); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +889;8042;Kiviniemi; ; ; ;intrusion or complex; ;Finland;Pohjois-Savo lääni;62.8152;26.7038; ;other igneous deposit; ; ;Sc, Zr, REE;Y is dominant REE; ; ; ;Deposit;small deposit;apatite;hedenbergite, hastingsite, zircon, apatite, ilmenite, pyrite;fayalite, garnet, feldspar, quartz;Paleoproterozoic: Orosirian;;Paleoproterozoic: Orosirian;1857 ± 2 Ma (U-Pb, zircon);fayalite ferrogabbro, fayalite, ferrogabbro, granite;;;;;;"Halkoaho and others (2013); Hokka and Halkoaho (2014)";;;;No production;;;;;3.7;;;83 g/t Y;;;;;;;;1751 g/t Zr, 150 g/t Sc;;Hokka and Halkoaho (2014);Not compliant;Cutoff is 40 g/t Sc;Europe +890;8202;Kodal; ; ; ;site; ;Norway;Vestfold;59.227;10.042; ;other igneous deposit;igneous apatite-iron-oxide ; ;P, Fe, Ti, REE; ; ; ; ;Deposit; ;fluorapatite;fluorapatite, titanifeous magnetite, ilmenite, pyrite, titanite;pyroxene, amphibole, olivine, biotite, feldspar, nepheline, calcite, talc;Permian;;Permian;290 Ma;pyroxenite, jacupirangite dike;;larvikite;;Kodal Minerals plc;"Apatite in the pyroxenites contains >6000 ppm total REE; active exploration (2015).";"British Sulphur Corp. Ltd. (1987); Bugge (1978); EURARE (2014e); EURARE (2017); Ihlen and others (2014); Möller (1989a); Notholt (1979); SNL Metals & Mining (2015)";;;;No production;;;;;70 indicated+inferred;0.12 indicated+inferred;0.17;;;;;;;;;;;EURARE (2014e);Not compliant;;Europe +891;8044;Korsnäs; ; ; ;site;historic Pb-REE mine;Finland;Pohjanmaa lääni;62.8129;21.2394; ;"other igneous deposit; carbonatite";skarn, carbonatite-associated;dike, veins;Pb, REE, Zn; ;80–90% Ce+La+Nd; ; ;Deposit; ;monazite-(Ce), apatite, carbocernaite, allanite, fergusonite, britholite, ancylite-(Ce), bastnäsite-(Ce), barite, barytocalcite;galena, apatite, fluorite, barite, marcasite, coffinite, uraninite, pyrite;calcite, feldspar, diopside, scapolite;Paleoproterozoic;;Paleoproterozoic: Rhyacian–Orosirian;1830 (U-Pb, titanite from Svartören dike);mica gneiss, calc-silicate gneiss, skarn, carbonatite;;granite;hydrothermal, chloritization;Tasman Metals Ltd. (2013);"Ore body is ~20 m thick with a strike length of >300 m and extends to a vertical depth of 175 m; REE content of apatite is >6%.";"Al-Ani and others (2010b); Al-Ani and Pakkanen (2013); Al-Ani and Sarapää (2013); EURARE (2014b); EURARE (2017); Finland Geological Survey (2012); Gieré (1996); Isokangas (1978); Neary and Highley (1984); Papunen and Lindsjö (1972); Roskill Information Services (1988); Sarapää and others (2013)";;;underground;Past byproduct producer;;1959–1972;Tasman Metals Ltd. (2013);Total production: 0.87 Mt at 0.83% REO and3.6% Pb.;;;;;;;;;;;;;;Neary and Highley (1984);Not compliant;;Europe +892;8045;Korsnäs South; ; ; ;site(?); ;Finland;Pohjanmaa lääni;62.8155;21.24; ;"other igneous deposit; carbonatite(?)";skarn, carbonate replacement, carbonatite-related(?); ;Pb, REE; ; ; ; ;Deposit; ;monazite-(Ce), apatite, allanite, carbocernaite;galena, apatite, fluorite, barite, marcasite, coffinite, uraninite, pyrite;calcite, feldspar;;;;;;;;;Tasman Metals Ltd. (2012a);Active exploration.;"SNL Metals & Mining (2015); Tasman Metals Ltd. (2010); Walker (2012)";;;;Past byproduct producer;Outokumpu worked Korsnäs South for lead and rare earths during the 1960's.;;;;;;;;;;;;;;;;;;;;Europe +893;8320;Korsun-Novomirgorodskii pluton margin; ; ; ;intrusion or complex; ;Ukraine;Kirovohrads'ka Oblast';48.233;31.283; ;alkaline igneous; ; ;Zr, Ti, Nb, REE; ; ; ; ;Occurrence; ;allanite, chevkinite;zircon, ilmenite, apatite;fayalite, hedenbergite;;;;;monzosyenite, syenite, rapakivi granite, gabbro, granite;;;;;"REE and Zr concentrated in syenite. Syenite enclosed by rapakivi granite; as much as 0.2% LREE, 0.1-0.2% Zr, as much as 0.02% Nb is present.";Kogarko and others (1995);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +894;8046;Kortejärvi; ; ; ;intrusion or complex; ;Finland;Pohjois-Pohjanmaa lääni;65.8795;27.6499; ;carbonatite;carbonatite associated; ;P, REE; ; ; ; ;Showing; ;allanite-(Ce), apatite, bastnäsite, columbite, monazite;apatite, columbite, pyrite, ilmenite;calcite, dolomite, phlogopite, quartz;Paleoproterozoic;;Paleoproterozoic;2000 Ma;carbonatite, glimmerite, olivine-magnetite rock;;Paleoproterozoic mafic volcanic rocks;;;Intrusion is about 60 m thick, and 2 km long;"Al-Ani and others (2010a); Al-Ani and Sarapää (2011a); Al-Ani and Sarapää (2013); Lintinen (2014); Sarapää and others (2013)";1971-1972;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +895;8020;Kracovice; ; ;Třebíč Pluton deposits;site; ;Czech Republic;Vysocina;49.191;15.8481;Estimated location.;other igneous deposit;NYF + LCT mixed pegmatite; ;Li, REE, Sc; ; ; ; ;Occurrence; ;fergusonite-(Y), samarskite-(Y), monazite-(Ce), xenotime-(Y), allanite-(Ce), Y-bearing spessartine, calciosamarskite, hinnganite-(Y), pyrochlore-(Y);zinnwaldite, masutomilite, elbaite, polylithionite, titanite, beryl, fluorite, cassiterite, zircon, rutile, columbite-(Fe), hambergite, scheelite;potassic feldspar, plagioclase, quartz, microcline (amazonite), biotite, muscovite, tourmaline, topaz, garnet;;;;;graphitic gneiss;;;;;;"Čopjaková and others (2013); Novák and others (2012); Škoda and Novák (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +896;8321;Krasnokutskaja; ; ; ;district or area; ;Ukraine;Kirovohrads'ka Oblast';50.0652;35.1863;Estimated location.;alluvial placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;;;;;;;Valter and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +897;8147;Kringlerne;Kangerluarsuk, Killavaat Alannguat, Tanbreez; ;limaussaq;intrusion or complex;geologic deposit;Greenland;Kommune Kujalleq;60.8667;-45.8667; ;alkaline igneous;peralkaline igneous-associated; ;Nb, Ta, REE, Zr, FLD;"Y; HREE comprises up to 30% of TREE"; ; ; ;Deposit; ;eudialyte, nacareniobsite-(Ce), catapleiite;catapleiite, feldspar;nepheline, sodalite, alkali feldspar, arfvedsonite;Mesoproterozoic;;Mesoproterozoic;1130 ± 50 Ma (Sm-Nd isochron);kakortokite (agpaitic nepheline syenite);;;;TANBREEZ Mining Greenland A/S;"29 cyclic layers of kakortokite with a total thickness of approximately 200 m make up the bottom cumulates of the intrusion; karkorite is exposed over an area of 5 by 2.5 km and from sea level to 400 m above sea level.";"EURARE (2014c); GEUS (2014); Sadeghi and others (2014); Schonwandt and others (2014); Thrane and others (2014); Walker (2012)";;;proposed open pit;No production;At feasibility stage (2015).;;;;4,300 inferred;28 inferred;0.65;;;;;;;;;0.2% Nb2O3, 1.8% Zr2O5;;Thrane and others (2014);JORC compliant;;Europe +898;8021;Krupka-Graupen;Krupka; ; ;district or area;historic district;Czech Republic;Ústecky;50.6833;13.8667; ;other igneous deposit;granitic veins and stockworks, greisen;stockwork, veins;Sn, Cu, Li, Mo, REE, Ta, U, W; ; ; ; ;Occurrence; ;monazite, florencite, xenotime;aikinite, anglesite, annabergite, antimony, silver, arsenopyrite, azurite, beryl, bismite, bismuthinite, brochantite, ilsemannite, cassiterite, chalcocite, chalcopyrite, columbite, emplectite, erythrite, ferberite, galena, goethite, hematite, langite, polylithionite-trilithionite, loellingite, magnetite, malachite, mixite, molybdenite, powellite, pyrite, scheelite, sphalerite, stannite, tennantite, wolframite, wulfenite, tapiolite, jordisite, molybdite, metatorbernite;;Upper Paleozoic;;Upper Paleozoic;;granite, greisen;;;greisenization, silicification;;;ProMine (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +899;8048;Kuusamo; ;Honkilehto, Hangaslampi, Juomasuo, Meurastuksenaho; ;district or area; ;Finland;Pohjois-Pohjanmaa lääni;66.1311;28.8186; ;unclassified; ; ;Au, Co, Cu, REE, U, Pb; ; ; ; ;Occurrence; ;bastnäsite, allanite-(Ce), davidite-(Ce);apatite, davidite, pyrite, magnetite;dolomite, magnesite;;;;;;;;;Dragon Mining Oy;Active exploration.;"Al-Ani and others (2010a); SNL Metals & Mining (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +900;8084;La Clarté; ; ; ;site;small historic mine;France;Bretagne;48.8124;-3.4751; ;other igneous deposit;pegmatites; ;Mo, REE; ; ; ; ;Occurrence; ;allanite;molybdenite;;;;;;granite, pegmatite;;;;;;ProMine (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +901;8050;Laajakoski; ; ; ;site; ;Finland;Kymenlaakso lääni;60.5572;26.7951;Estimated location.;other igneous deposit; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;rapakivi granite;;;;;;Sarapää and others (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +902;8051;Laivajoki; ; ; ;intrusion or complex; ;Finland;Lapin lääni;65.9632;27.7361; ;carbonatite; ; ;P, REE; ; ; ; ;Occurrence; ;apatite, monazite, allanite-(Ce), bastnäsite, xenotime, REE-bearing zircon;apatite, magnetite;calcite, dolomite, phlogopite;Paleoproterozoic;;Paleoproterozoic;2000 Ma;silicocarbonatite, calcite-carbonatite, dolomite-carbonatite;;Paleoproterozoic mafic volcanic rocks;;Tasman Metals Ltd. (2015);Intrusion is about 20 m thick and 4 km long.;"Al-Ani and others (2010a); Al-Ani and Sarapää (2011a); Al-Ani and Sarapää (2013); Sarapää and others (2013); SNL Metals & Mining (2015)";1971-1972;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +903;8052;Lamujärvi; ; ; ;intrusion or complex; ;Finland;Pohjois-Pohjanmaa lääni;64.0007;26.2105;Estimated location.;alkaline igneous;alkaline igneous associated; ;REE, Zr, Nb; ; ; ; ;Showing; ;allanite, apatite, monazite, calcite;;;Paleoproterozoic;;Paleoproterozoic;1850 Ma;syenite;;gabbro, diorite, monzonite;;;"Three minor alkaline plutons; elongate bodies 1–2 km wide and 3–7 km long; intrusions are strongly deformed, foliated, and metamorphose (upper amphibolite facies).";"Al-Ani and Pakkanen (2013); EURARE (2014b); Sarapää and others (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +904;8085;Larmont;Lhermont; ; ;site;small historic mine;France;Limousin;45.9846;1.4007; ;other igneous deposit;pegmatite; ;GRT, Be, Li, REE, Ta; ; ; ; ;Occurrence(?); ;xenotime;beryl, polylithionite-trilithionite, petalite, pyrochlore, tantalite;apatite, feldspar, quartz;;;;;;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +905;8227;Lazarea; ; ;Ditrău Complex;district or area; ;Romania;Harghita;46.7585;25.5619;Estimated location.;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;syenite;;;;;;Hirtopanu and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +906;8088;Le Gras; ; ; ;site;small historic mine;France;Bretagne;47.755;-1.73974; ;alluvial placer; ; ;REE; ; ; ; ;Occurrence(?); ;monazite;;;;;Quaternary;;alluvium;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017); ProMine (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +907;8053;Lehmikari;Rovanieni Lehmikari; ; ;intrusion or complex; ;Finland;Lapin lääni;67.122;25.0509; ;other igneous deposit; ; ;P, REE; ; ; ; ;Showing; ;fluorapatite, monazite, allanite, ancylite, thorite, zircon, barite;fluorapatite, zircon, thorite, titanite, barite;;;;;;appinitic diorite;;;;;;"Al-Ani and Sarapää (2011a); Al-Ani and Sarapää (2013); Sarapää and others (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +908;8099;Lerau; ; ; ;site; ;Germany;Bayern;49.6057;12.27;Estimated location.;alluvial placer;alluvial-fluvial placer; ;Ti, GAR, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile, anatase, garnet, tourmaline, rutile, magnetite, gold, titanite, sillimanite, cassiterite, ferrocolumbite;epidote, amphibole;Cenozoic;;Cenozoic;;alluvial sediments;;;;;Source rocks are gneiss, migmatite, porphyry, and Tertiary sediments.;"Dill (2007); Dill and others (2012)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +909;8121;Loutra Eleftheron; ; ; ;site;site;Greece;Anatoliki Makedonia Kai Thraki;40.7271;24.1003;Placers are on- and off-shore.;shoreline placer;beach sands and offshore placers; ;REE; ; ; ; ;Deposit;very small deposit;monazite, allanite;cassiterite, goethite, garnet, ilmenite, lepidocrocite, pyrolusite, magnetite, marcasite, mica, gold, psilomelane, rutile, stannite, titanite, uraninite, wolframite, zircon;epidote, hematite, mica, feldspar, quartz;Quaternary;;Quaternary;;beach sand;;;;;;"EURARE (2017); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;EURARE (2017);Not compliant;35.523 t TREE estimated resource;Europe +910;8054;Lövbole; ; ; ;site; ;Finland;Varsinais-Suomi lääni;60.1409;22.5527; ;other igneous deposit;NYF-pegmatite; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Sarapää and others (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +911;8055;Mäkärä;Mäkäräselkä; ; ;site(?); ;Finland;Lapin lääni;68.1864;26.8738; ;supergene;saprolite, till; ;REE, Au; ; ; ; ;Occurrence; ;euxenite-(Y), monazite, allanite, xenotime, columbite, zircon, rhabdophane, kaolinite, bastnäsite, cerite;gold, columbite, zircon, hematite, goethite;kaolinite, albite, chlorite, epidote, garnet, kyanite;;;;;kaolinitic saprolite;;arkosic gneiss;;;"Bedrock is covered by a thick kaolinitic saprolite overlain by clay rich till enriched in La and Y; 0.05 to 0.4% REE in saprolite, but REE also elevated in bedrock; the Au concentration and highest REE concentrations occur separately.";"Al-Ani and Sarapää (2011a); Al-Ani and Sarapää (2013); Al-Ani and Sarapää (2014a); EURARE (2014b); Sarapää and others (2013); Sarapää and Sarala (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +912;8056;Mäkärä;Mäkäräselkä; ; ;site(?); ;Finland;Lapin lääni;68.1864;26.8738; ;metamorphic;arkosic gneiss-hosted; ;REE, Au; ; ; ; ;Showing; ;allanite;zircon, magnetite, ilmenite, Au;biotite, (hornblende), plagioclase, quartz;;;;;arkosic gneiss;;;;;"Bedrock is covered by a thick kaolinitic saprolite overlain by clay rich till enriched in La and Y; REE also elevated in bedrock";"Al-Ani (2012); Sarapää and Sarala (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +913;8275;Malmberget; ; ; ;site;Fe mine;Sweden;Norrbottens län;67.185;20.6728; ;iron oxide-apatite;igneous magnetite-apatite, Kiruna; ;Fe, P, REE; ; ; ; ;Occurrence; ;fluorapatite, monazite-(Ce), allanite-(Ce);magnetite, hematite, apatite;corundum;Paleoproterozoic;;Paleoproterozoic;1600–2500 Ma;massive magnetite rock;;volcanic rock;;;;"EURARE (2014g); Finland Geological Survey (2014); Frietsch and Perdahl (1995); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +914;8322;Malotersyanskii; ; ; ;intrusion or complex(?); ;Ukraine;Dnipropetrovs'ka Oblast';48.333;35.65; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;pyrochlore, bastnäsite, allanite;zircon, pyrochlore, U-pyrochlore, thorite;aegirine, albite, mica, carbonate;;;;1740 Ma (K-Ar, amphibole, nepheline syenite);syenite, foyaite;;;;;"Probably associated with the Orekhovo-Pavlograd fault; REE occurs in metasomatic rocks.";Kogarko and others (1995);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +915;8323;Malyshevskoe; ; ; ;site;mine;Ukraine;Dnipropetrovs'ka Oblast';48.722;34.1161;Estimated location.;alluvial placer; ; ;Zr, Ti, REE, Th; ; ; ; ;Occurrence(?); ;monazite;zircon, ilmenite, rutile;;;;;;;;;;;;"Dekusar and others (2012); Valter and others (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +916;8008;Markogel; ; ; ;site;historic granite quarry;Austria;Kärnten;46.657;13.7919; ;other igneous deposit;muscovite-rare element (LREE-Li) pegmatites;pegmatite;GRT, Be, Nb, REE, Ta; ; ; ; ;Showing; ;gadolinite-(Y);autunite, beryl, loellingite, microlite, pyrochlore;apatite, biotite, quartz, fluorite, garnet, microcline, muscovite, tourmaline, zircon;;;;;granite, pegmatite;;;tourmalinization;;;"Demartin and others (1993); ProMine (2013)";;;open pit (granite quarry);No production;;;;;;;;;;;;;;;;;;;;;Europe +917;8057;Meurastuksenaho;Mutka-Aho 4; ;Kuusamo;site; ;Finland;Pohjois-Pohjanmaa lääni;66.1985;29.0796; ;sedimentary; ; ;Au, Co, Cu, Mo, REE; ; ; ; ;Showing; ;;gold, pyrrhotite, pyrite, cobaltite, chalcopyrite, pentlandite, magnetite, bornite, covellite, molybdenite, ilmenite, rutile, uraninite;sericite;Paleoproterozoic: Rhyacian–Orosirian;;Paleoproterozoic: Siderian–Rhyacian;;sericite quartzite, metamorphosed mafic volcanic rock, metasiltstone;;mafic volcanic rock, komatiite, dolerite;biotite, sericite, other;Dragon Mining Oy;;"Finland Geological Survey (2014); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +918;8149;Milne Land; ; ; ;site;site;Greenland;Kommuneqarfik Sermersooq;70.6853;-25.9195; ;paleoplacer;paleoplacer, residual; ;Zr, REE, Ti, GAR, Mo; ; ; ; ;Deposit; ;monazite, anatase, xenotime, zircon;zircon, garnet, ilmenite, rutile;;Middle Jurassic;;Jurassic;;arkosic sandstone, breccia;Charcot Bugt Formation;;;Czech Geological Research Group (CGRG Ltd.);Deposit forms the lowest 20 m of the Charcot Bugt Formation.;"Czech Geological Research Group (2015a); EURARE (2014c); EURARE (2017); GEUS (2014); Sorensen and Kalvig (2011); Thrane and others (2014)";1968;;;No production;;;;;4 estimated;;0.6–1.2 est;;;;;;;;;1-2 % of ZrO2, 3-6% TiO2;;Czech Geological Research Group (2015a);Not compliant;;Europe +919;8204;Misværdalen;Misværdal; ; ;intrusion or complex;P deposit;Norway;Nordland;67.1013;15.0778; ;alkaline igneous;mafic to ultramafic intrusion; ;REE, P, Th; ; ; ; ;Deposit; ;fluorapatite;fluorapatite;clinopyroxene, biotite, feldspar;Silurian;;Silurian;440 ± 30 Ma (Rb-Sr);clinopyroxenite;;;;;REE-bearing apatite comprises up to 10% by weight in pyroxenite of the Misvaerdal alkaline-ultrapotassic complex.;"EURARE (2014e); Finland Geological Survey (2012); Ihlen and others (2014); Sadeghi and others (2014)";;;;No production;;;;;30 estimated;0. 21 estimated;0.07;;;;;;;;;;;EURARE (2014e);Not compliant;;Europe +920;8312;Mittal-Hohtenn tunnel; ; ; ;site; ;Switzerland;Wallis Canton;46.3231;7.7569; ;unclassified; ; ;Cu, Mo, REE, Sc, W, Zn; ; ; ; ;Showing; ;allanite, gadolinite, monazite, xenotime, aeschynite;arsenopyrite, bazzite, chalcopyrite, cosalite, galena, galenobismutite, goethite, ilmenite, molybdenite, pyrite, pyrrhotite, scheelite, sphalerite;adularia, albite, almandine, asbestos, anatase, apatite, brookite, calcite, epidote, laumontite, muscovite, prehnite, quartz, rutile, siderite, titanite;;;;;;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +921;8175;Monte Camoscio;Mount Camoscio; ; ;site;historic mine(?);Italy;Piemonte;45.9178;8.4806; ;other igneous deposit;pegmatites; ;GRT, Be, REE, Sc; ; ; ; ;Showing; ;gadolinite, hingganite;beryl, thortveitite, babingtonite, bazzite, cascandite, jervisite, hematite, zinnwaldite;albite, biotite,, quartz, chlorite, fluorite, orthoclase, zeolite, zircon;;;;;granite, aplite;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +922;8150;Motzfeldt Sø;Motzfeldt;includes Aries Prospect;Igaliko complex;intrusion or complex;mineralization;Greenland;Kommune Kujalleq;61.1969;-44.979; ;alkaline igneous;peralkaline intrusion; ;Nb, Ta, REE, U, Zr, Th; ; ; ; ;Deposit; ;pyrochlore, bastnäsite, hydropyrochlore, monazite, eudialyte;pyrochlore, columbite, zircon, thorite;;Mesoproterozoic;;Mesoproterozoic;1273 ± 6 Ma;syenite, lujavrite, pegmatite;Motzfeldt Sø Fm;;hydrothermal;RAM Resources Ltd.;Deposit is in Motzfeldt centre intrusion, one of the Igaliko nepheline syenite intrusions.;"EURARE (2014c); GEUS and D'Appolonia (2017); Ollett (2012a); Sorensen and Kalvig (2011); Thrane and others (2014); Tukiainen (2014)";1970's;;;No production;;;;;340 estimated;;0.26;;;;;;;;;0.19% Nb2O3, 0.012% Ta2O3, 0.46% ZrO2;;Thrane and others (2014);Not compliant;;Europe +923;8124;Mount Helikon; ; ; ;district or area;bauxite field;Greece;Sterea Ellada;38.4156;22.6684; ;bauxite tailings;; ;Al, REE; ; ; ; ;Occurrence; ;REE-bearing red mud;;;;;;;"tailings (""red mud"")";;;;;REE are concentrated in the red mud waste generated by alumina production from bauxite through the Bayer process.;EURARE (2014a);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +924;8125;Mount Parnassus;Mount Parnassos;includes Kaniani, Topolia, Variani, and Amphissa mines; ;district or area;bauxite field;Greece;Thessalia;39.0674;22.9615; ;bauxite tailings;bauxite, tailings; ;Al, REE; ; ; ; ;Occurrence; ;rhabdophane-(Ce), florencite-(Ce), Churchite-(Y), xenotime, REE-bearing red mud;;;;;;;"limestone, bauxite, tailings (""red mud"")";;;;;REE are concentrated in the red mud waste generated by alumina production from bauxite through the Bayer process.;"Eliopoulos and others (2014); EURARE (2014a)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +925;8058;Naantali; ; ; ;site; ;Finland;Varsinais-Suomi lääni;60.4649;22.0239;"Estimated location; deposit underlies town of Naantali.";carbonatite;carbonatite-associated; ;Sr, REE; ; ; ; ;Occurrence; ;allanite;apatite, fluorite, titanite;chlorite, kaolin;Paleoproterozoic(?);;Paleoproterozoic;;alkivite, pyroxene tonalite;;;fenitization;;Vein-dikes cut the schistosity of surrounding rocks.;Woodard and Hölttä (2005);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +926;8126;Nafpaktos;Nafpactos, Naupaktos; ; ;district or area;bauxite deposit;Greece;Dytiki Ellada;38.36222;21.7028; ;bauxite; ; ;Al, Cr, Fe, Ni, REE, Zr; ; ; ; ;Occurrence; ;anatase, zircon;boehmite, diaspore, gibbsite, goethite, hematite, anatase, rutile, pyrite;kaolinite, muscovite (illite), chamosite, quartz, zircon;Eocene;;Upper Eocene;;limestone;Gavrovo Zone;;illitization, kaolinization;;"Deposit is reported by Abedini and Calagari (2014) to contain a mean of 465 ppm TREE; Gavaro zone.";"Abedini and Calagari (2014); Eliopoulos and others (2014); GEUS and D'Appolonia (2017); ProMine (2013); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +927;8151;Narssarssuaq;Narssarssuk, Narsarsuk; ; ;intrusion or complex;site;Greenland;Kommune Kujalleq;61.183;-45.417; ;carbonatite;carbonatite; ;REE; ; ; ; ;Occurrence; ;ancylite;fluorite, strontianite, epididymite;quartz, aegirine, albite, natrolite;;;;;carbonatite, alkaline intrusive, tuffisite, ultrabasic rock;;;;;;"Mariano (1989); Woolley (1987); Roskill Information Services (1988)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +928;8102;Neuland Quarry-Tiefer Bruch; ; ; ;site;aggregate mine;Germany;Sachsen;51.1892;14.775; ;other igneous deposit; ; ;AGG, Be, Nb, REE, Sc; ; ; ; ;Showing; ;euxenite-(Y);bertrandite, bazzite, columbite,cryptomelane, galena, ilmenite, sphalerite, titanoilmenite, anatase, titanite, zircon;almandine, epidote, spessartine;;;;;;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +929;8153;Niaqornakavsak; ; ;Karrat;intrusion or complex; ;Greenland;Qaasuitsup Kommunia;71.6612;-52.8022; ;carbonatite; ; ;REE;HREO + Y compose 13.06% of TREO; ; ;ave 1.36% TREO;Occurrence; ;bastnäsite-(Ce), monazite, allanite-(Ce);;;Paleoproterozoic;;Paleoproterozoic;;banded carbonates, amphibolite;Karrat Grp;;;Avannaa Resources;"REE-enriched rocks consist of banded carbonate in amphibolite; mineralization extends 1.5 km along strike and dips 32 degrees; reported average TREO values of 0.8-1.5%.";"EURARE (2014c); Sadeghi and others (2014); Sorensen and Kalvig (2011); Thrane and others (2014)";2007;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +931;8278;Nol; ; ; ;site;historic mine;Sweden;Västra Götalands län;57.9138;12.0622; ;other igneous deposit;pegmatites; ;FLD, REE; ; ; ; ;Occurrence; ;euxenite-(Y), samarskite, aechynite;feldspar, tantalite;epidote, quartz;;;;;;;;;;;"ProMine (2013); Wik and others (2002)";;;;No production;;;;Produced feldspar(?) 1860–1870.;;;;;;;;;;;;;;;;;Europe +932;8279;Norra Kärr; ; ; ;intrusion or complex; ;Sweden;Jönköpings län;58.1031;14.5678;15 km north-northeast of Gränna.;alkaline igneous;peralkaline igneous; ;F, REE, Zr, Nb, Hf, FLD, Pb;Y; ; ; ;Deposit; ;eudialyte, rinkite-mosandrite, britholite, britholite-(Ce), tritomite, rosenbuschite;zircon, catapleiite, fluorite, galena;nepheline;Mesoproterozoic;;Mesoproterozoic;1547 ± 62 Ma;grännerite, peralkaline nepheline syenite, shonkinite, malignite, miaskite;;;;Tasman Metals Ltd. (2013);Eudialyte contains 1.3% Y.;"Castor (1994); EURARE (2014g); Gates and others (2013); ProMine (2013); Ollett (2012a); Ollett (2012d), Reed (2011); Tasman Metals (2012b); Watts (2012a)";;;;No production;;;;;41.6 indicated, 16.5 inferred;0.237 indicated, 0.106 inferred;0.57 indicated, 0.64 inferred;;0.17;;;;;;;1.71% ZrO2 indicated, 1.70% ZrO2 inferred;2013;Gates and others (2013);Not compliant;;Europe +933;8346;North Pennine; ;Rotherhope Fell, Sir John's Vein, Crossgill, Windy Brow, Groverake, Redburn, Whiteheaps, Stotfield Burn, Cambokeels, Westernhope Old; ;district or area;Pb-Zn-F orefield;United Kingdom;England;54.8;-2.25; ;other igneous deposit;quartz veins;vein;F, Pb, Bi, REE; ; ; ; ;Occurrence; ;synchysite, bastnäsite, monazite, xenotime;fluorite, galena, bismuthinite, argentopentlandite, cassiterite, cosalite, pyrrhotite, cubanite, chalcopyrite, pyrite;quartz, adularia, calcite;;;;;;;;;;REE minerals are associated with Bi-bearing quartz veins within the fluorite zone of the district.;"EURARE (2014d); Ixer and others (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +934;8280;Nothamn 1; ; ; ;site;historic feldspar mine;Sweden;Stockholms län;60.0307;18.8427; ;other igneous deposit;pegmatites; ;FLD, REE; ; ; ; ;Occurrence; ;fergusonite, allanite;feldspar, molybdenite;quartz, muscovite;;;;;;;;;;;"ProMine (2013); Wik and others (2004)";;;;No production;;;;Produced feldspar 1912–1914;;;;;;;;;;;;;;;;;Europe +935;8154;Nunarssuit; ; ; ;intrusion or complex; ;Greenland;Kommune Kujalleq;60.9167;-47.6667; ;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;"Charles and others (2013); GEUS (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +936;8281;Nya Bastnäs; ;Ceritgruvan, Sankt Göransgruvan;Riddarhyttan district, Riddarhytte odalutmål mining field;district or area;historic REE-Fe-Cu mining;Sweden;Västmanlands län;59.83;15.564;Estimated location.;other igneous deposit;Fe oxide deposit with REE skarn; ;Fe, Cu, REE, Mn, P; ; ; ; ;Deposit;small deposit;allanite-(Ce), cerite-(Ce), ferriallanite-(Ce), bastnäsite-(Ce), törnebohmite-(Ce), lanthanite-(Ce;magnetite, chalcopyrite, bismuthinite, molybdenite, carrollite, bornite, covellite, wittichenite, emplectite, hodrušite, tetradymite, kupcikite, native copper, bismuth;tremolite, talc;;;Paleoproterozoic;;dolomitic carbonate rock, calc-silicate rock;;;;;;"Finland Geological Survey (2012); Hallberg and others (2012); Holtstam (2004)";;;;Past producer;Past producer of cerite.;1860–1919, 1923;Hallberg and others (2012);"150 t cerite was reportedly produced from 1860–1919; 825 t cerite was produced in 1923.";;;;;;;;;;;;;;;;;Europe +937;8282;Nye Stackebo; ; ; ;site;historic mine(?);Sweden;Västra Götalands län;57.3725;13.0199; ;other igneous deposit;pegmatites; ;FLD, Be, Nb, REE; ; ; ; ;Occurrence; ;euxenite-(Y);beryl, columbite, feldspar, kasolite, quartz, torbernite, fluorapatite, autunite, zircon, uranophange;;Neoproterozoic;;Neoproterozoic;;pegmatite;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +938;8283;Nytorp;Edeby; ; ;site(?); ;Sweden;Stockholms län;59.9968;18.8132; ;other igneous deposit;pegmatite; ;FLD, REE; ; ; ; ;Showing; ;yttrotantalite-(Y), fergusonite;feldspar, quartz;analcime, biotite, garnet;;;;;;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +939;8205;Ødegården;Ødegårdens Verk; ; ;site; ;Norway;Telemark;58.9611;9.5572; ;other igneous deposit; ;disseminated, veins;Ti, REE; ; ; ; ;Occurrence; ;apatite, monazite;rutile, ilmenite, magnetite, pyrrhotite, pentlandite, chalcopyrite, pyrite, V-phlogopite;phlogopite, scapolite;Devonian;;Mesoproterozoic;;gabbro;;amphibolite;;;"Historic titanium mine (1872-1945); apatite contains as much as 3000 ppm REE; dikes formed from magmatic hydrothermal replacement.";"British Sulphur Corp. Ltd. (1987); Bugge (1978); Finland Geological Survey (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +940;8284;Olden; ; ; ;intrusion or complex(?); ;Sweden;Jämtlands län;63.4144;13.3827; ;other igneous deposit; ; ;REE, Ta, Th, U; ; ; ; ;Occurrence; ;fergusonite, monazite;thorite, uranophane, formanite-(Y);anatase, rutile, quartz;;;;;;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +941;8177;Olmedo; ; ; ;site; ;Italy;Sardegna;40.649;8.4019; ;"bauxite; supergene";karst bauxite—Mediterranean type, laterite; ;Al, REE; ; ; ; ;Occurrence; ;bastnäsite;;;Cretaceous;;Cretaceous;;reef limestone;;;;;;"Deady and others (2014); GEUS and D'Appolonia (2017); ProMine (2013); Sadeghi and others (2014)";;;open pit;No production;Operating bauxite mine.;;;;;;;;;;;;;;;;;;;;Europe +942;8285;Olserum;Olserum SV; ; ;district or area;geologic deposit;Sweden;Kalmar län;57.948359;16.352331; ;other igneous deposit;hydrothermal deposit, apatite-magnetite veins, Kiruna-related, placer; ;U, REE; ; ; ; ;Deposit;small deposit;xenotime-(Y), monazite-(Ce), fluorapatite, allanite-(Ce);magnetite, apatite;biotite;Paleoproterozoic;;Paleoproterozoic;;sedimentary quartz-feldspar gneiss;;;;Tasman Metals Ltd. (2013);Deposits appear to be epigenetic.;"EURARE (2014g); Finland Geological Survey (2012); Reed (2013); Sadeghi and others (2014); Tasman Metals Ltd. (2013)";;;;No production;;;;;4.5 indicated, 3.3 inferred;;0.6 indicated, 0.63 inferred;;0.4;;;;;;;;2013;Reed (2013);;;Europe +943;8288;Östra Gyttorp;Östra Gyttorpsgruvan; ; ;site;historic Fe mine;Sweden;Örebro län;59.515224;14.95871; ;other igneous deposit;skarn, replacement; ;Cu, Fe, Mo, REE; ; ; ; ;Occurrence(?); ;allanite-(Ce), bastnäsite, gadolinite, parisite-(Ce);chalcopyrite, magnetite;;Paleoproterozoic;;Paleoproterozoic;;iron formation, calc-silicate rock;;;;;;"EURARE (2017); Finland Geological Survey (2012); Jonsson and others (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +944;8059;Otanmäki; ;Katajakangas, Kontioaho; ;district or area;district or area;Finland;Kainuu lääni;64.1006;27.0743;Estimated location.;unclassified; ; ;Nb, REE; ; ; ; ;Deposit(?); ;fergusonite-(Y), fergusonite-(U), allanite-(Ce), columbite;columbite;;;;;;gneiss, alkaline gneissic granite;;;;Tasman Metals Ltd. (2015);"Up to 2.4% REE in alkaline gneiss; active reserves development (2015).";"Al-Ani and others (2010b); Al-Ani and Pakkanen (2013); Al-Ani and Sarapää (2013); Al-Ani and Sarapää (2014a); Sarapää and others (2013); SNL Metals & Mining (2015)";;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;Europe +945;8060;Palkiskuru; ; ;Enontekiö;site; ;Finland;Lapin lääni;68.641;22.032;Estimated location.;other igneous deposit; ; ;REE; ; ; ; ;Showing; ;apatite, allanite-(Ce), bastnäsite, monazite, ancylite, davidite-(Ce), xenotime, masuyite, sayrite, zircon;apatite, davidite, masuyite, sayrite, rutile, zircon, chromite, titanite, pyrite;epidote;;;;;albitite;;;;;;"Al-Ani and others (2010a); Al-Ani and Sarapää (2013); Al-Ani and Sarapää (2014a); Sarapää and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +946;8061;Palovaara; ; ;Enontekiö;site; ;Finland;Lapin lääni;68.5097;22.0988;Estimated location.;other igneous deposit; ; ;REE; ; ; ; ;Showing; ;allanite-(Ce), ancylite, bastnäsite, xenotime;;;;;;;albite-carbonate rock, altered volcanic rock;;;;;;"Al-Ani and Sarapää (2013); Sarapää and others (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +947;8129;Panormos - Skopelos Island; ; ; ;district or area; ;Greece;Thessalia;39.1075;23.6756; ;bauxite; ; ;Al, Cr, Fe, Ni, REE, Zr; ; ; ; ;Occurrence; ;alunite, rutile;anatase, chromite, diaspore, hematite;alunite, muscovite (illite), kaolinite, paragonite, rutile, sericite, chamosite;Jurassic;;Jurassic;;limestone;Pelagonian zone;;kaolinization;;;"EURARE (2017); GEUS and D'Appolonia (2017); ProMine (2013); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +948;8327;Perzhanskoe; ; ; ;district or area(?); ;Ukraine;Zhytomyrs'ka Oblast';51.2987;27.8542; ;alkaline igneous; ; ;Be, Ta, Nb, REE; ; ; ; ;Occurrence; ;;;;;;;;alkaline granite(?);;;metasomatism;;;Rundkvist and others (2001);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +949;8062;Petäikkö-Suvantovaara; ; ; ;intrusion or complex; ;Finland;Lapin lääni;65.9389;27.6934; ;carbonatite; ;dikes;P, REE; ; ; ; ;Showing; ;monazite, allanite;apatite;;Paleoproterozoic;;Paleoproterozoic;2000 Ma;carbonatite;;Paleoproterozoic mafic volcanic rocks;;;;Lintinen (2014);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +950;8130;Petralona; ; ; ;district or area; ;Greece;Kentriki Makedonia;40.3678;23.1722; ;bauxite; ; ;Al, Cr, Fe, Ni, REE, Zr; ; ; ; ;Occurrence; ;anatase;anatase, boehmite, diaspore, goethite, hematite;chlorite, quartz, rutile, sericite, chamosite;Jurassic;;Jurassic;;limestone;Serbomacedonian zone;;kaolinization;;;"EURARE (2017); GEUS and D'Appolonia (2017); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +951;8328;Petrovo-Gnutovo; ; ; ;district or area(?); ;Ukraine;Donets'ka Oblast';47.2642;37.7439; ;alkaline igneous; ; ;REE, F; ; ; ; ;Occurrence; ;parisite;fluorite;aegirine, amphibole, apatite, carbonate, quartz;Early Proterozoic;;;;alkali granite, quartz syenite, syenite;;;;;Ore is probably hydrothermal or post-magmatic.;"Dagelaysky (1997); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +952;8178;Pizzo Marcio-Verigo; ; ; ;site; ;Italy;Lombardia;46.396;9.331; ;other igneous deposit;pegmatite; ;REE, Be, Nb, Ta, U; ; ; ; ;Occurrence; ;allanite, fersmite;anglesite, apatite, arsenopyrite, bertrandite, beryl, pyrochlore, cassiterite, cerussite, chrysoberyl, columbite, emerald, galena, gismondine, microlite, pyrite, tantalite, vigezzite, uranophane;actinolite, albite, analcime, andradite, calcite, chabasite, chlorite, clinozoisite, epidote, margarite, montmorillonite, muscovite, prehnite, pumpellyite, quartz, talc, thomsonite, titanite, tourmaline, zircon, clinochlore;;;;;pegmatite;;;;;;ProMine (2013);;;;Not known;;;;;;;;;;;;;;;;;;;;;Europe +953;8179;Plano dei Lavonchi & Creaveggia; ; ; ;district or area; ;Italy;Piemonte;46.1408;8.4894; ;other igneous deposit;pegmatite;disseminated;REE, Be, Ta, U; ; ; ; ;Occurrence; ;allanite, euxenite-(Y);autunite, beryl, pyrochlore, bismuthinite, struverite, columbite, ilmenite, uraninite, tapiolite, uranophane, zircon;feldspar, quartz;;;;;pegmatite;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +954;8103;Pleystein; ; ; ;site; ;Germany;Bayern;49.6395;12.3962;Estimated location.;alluvial placer; ; ;Ti, GAR, REE, Zr; ; ; ; ;Showing; ;monazite, xenotime;ilmenite, rutile, anatase, ilmenite, garnet, tourmaline, cassiterite, titanite, sillimanite, magnetite, cassiterite, ferrocolumbite;biotite, epidote, amphibole, pyrite, clinozoisite, orthozoisite;Quaternary;;Quaternary;;alluvial sediments;;gneiss;;;;"Dill (2007); Dill and others (2012)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +955;8240;Podpolom; ; ; ;site; ;Slovakia;Banskobystricky kraj;48.4456;19.2648; ;other igneous deposit;high-sulphidation epithermal deposit; ;Au, REE; ; ; ; ;Showing; ;;gold, pyrite;alunite, crandallite, diaspore, pyrophyllite, quartz, topaz, svanbergite, woodhouseite;Miocene;;Triassic–Miocene;;diorite, andesite;;;acid sulfate/advanced argillic alteration;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +956;8009;Pretul Mountain;Grobgneis complex; ; ;site; ;Austria;Steiermark;47.5153;15.6208; ;other igneous deposit;REE-Sc mineralization associated with alpine veins, hydrothermal veins;veins;P, REE, Sc; ; ; ; ;Showing; ;florencite, goyazite, xenotime;lazulite, apatite, pretulite, corundum, pyrite, rutile;quartz, kyanite, muscovite, paragonite, pyrophyllite, clinochlore;Permian–Triassic;;;;metamorphosed mica schist;;;;;;"Bernhard (2001); Bernhard and others (1998); ProMine (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +957;8229;Pricske;Ditrau Valley; ;Ditrău Complex;district or area; ;Romania;Harghita;46.8221;25.5942;Estimated location.;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;nepheline syenite;;;;;;Hirtopanu and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +958;8330;Proskurovskoe; ; ; ;intrusion or complex; ;Ukraine;Khmel'nyts'ka Oblast';49.0418;27.1588; ;carbonatite(?); ; ;P, REE; ; ; ; ;Occurrence; ;;apatite;calcite;;;;;ijolite, melteigite, pyroxenite, carbonatite(?);;alkalic and alkali-ultrabasic intrusions;;;;"Kogarko and others (1995); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +959;8230;Putna; ; ;Ditrău Complex;district or area; ;Romania;Harghita;46.8605;25.64;Estimated location.;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;syenite;;;;;;Hirtopanu and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +960;8131;Pylos; ; ; ;district or area; ;Greece;Peloponnisos;36.8869;21.7208; ;bauxite; ; ;Al, Cr, Fe, Ni, REE, Zr; ; ; ; ;Showing; ;anatase, zircon;boehmite, diaspore, gibbsite, goethite, hematite, anatase, rutile;kaolinite, muscovite (illite), chamosite, quartz, zircon;Eocene;;Upper Eocene;;limestone;Gavrovo Zone;;illitization, kaolinization;;Deposit is reported by Abedini and Calagari (2014) to contain a mean of 205 ppm TREE.;"Abedini and Calagari (2014); Eliopoulos and others (2014); GEUS and D'Appolonia (2017); ProMine (2013); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +961;8063;Pyörönmaa; ; ; ;site; ;Finland;Pirkanmaa lääni;61.3146;23.9585;Estimated location.;other igneous deposit;NYF-pegmatite; ;REE, Be, U, Nb, Ta, Ti, Zr, P; ; ; ; ;Occurrence; ;gadolinite(?), fergusonite(?), euxenite-(Y)(?);zircon;feldspar, biotite;;;;;;;;;;;"Černý (1991a); Sarapää and others (2013); Wise (1999)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +962;8155;Qaqarssuk;Qeqertaasaq; ; ;intrusion or complex; ;Greenland;Qaasuitsup Kommunia;65.383;-51.68; ;carbonatite; ;veins;Nb, P, Sr, REE, Ta, Zr, Zn, Fe, V, U; ;~50% Ce, ~33% La, ~12% Nd, ~4% Pr; ; ;Occurrence; ;ancylite-(Ce), ancylite-(La), burbankite, huangoite-(Ce), qaqarssukite-(Ce);magnetite, apatite, pyrochlore;dolomite, ankerite, mica, aegirine, albite, alkali amphibole, phlogopite, olivine;Jurassic;;Jurassic;165.7 ± 1.9 Ma;carbonatite, sövite, dolomite carbonatite, fenite;;;;NunaMinerals AS, Korea Resources Corp. (2015);"REE-carbonatite veins cut host rocks; veins are commonly less than 1 m thick; active exploration (2015).";"EURARE (2017); GEUS (2014); Notholt and others (1989); Sadeghi and others (2014); Sorensen and Kalvig (2011); SNL Metals & Mining (2015); Thrane and others (2014); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +963;8156;Qassiarsuk; ; ; ;site(?); ;Greenland;Kommuneqarfik Sermersooq;61.403;-47.938; ;other igneous deposit; ; ;REE, Th; ; ; ;up to 1% REE;Showing; ;;;aegirine;Mesoproterozoic;;Mesoproterozoic;1200 Ma (Pb-Pb and Rb-Sr, whole rock);dolomite carbonatite, calcite carbonatite;Qassiarsuk complex;;hydrothermal;;"In Precambrian Gardar Rift; carbonatite and related rocks are volcanic to subvolcanic; dike up to 4 m thick and several kilometers long; age date may reflect post-magmatic hydrothermal alteration.";"Andersen (2008); Sorensen and Kalvig (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +964;8347;Redburn; ;Rookhope Red vein;North Pennine–Alston Moor district;site;historic F mine;United Kingdom;England;54.7827;-2.1104; ;other igneous deposit;quartz vein;vein;F, Bi, REE; ; ; ; ;Showing; ;synchysite, bastnäsite, monazite, xenotime;fluorite, galena, bismuthinite, argentopentlandite, cassiterite, cosalite, pyrrhotite, cubanite, chalcopyrite, pyrite;quartz, calcite, adularia;;;;;;;Weardale Granite;;;;Ixer and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +965;8180;Regia Piana; ; ; ;district or area;historic bauxite mine;Italy;Molise;41.45;14.6;Estimated location.;bauxite;karst bauxite; ;Al, REE;Y; ; ; ;Occurrence; ;;;;Upper Cretaceous;;Albian-Turonian;;bauxite, limestone;;;;;;ProMine (2013);;;;No production;;;;Bauxite produced from 1921–1924.;;;;;;;;;;;;;;;;;Europe +966;8249;Rio Cua; ; ; ;site(?);mineralization;Spain;Castilla y León;42.7432;-6.6274; ;alluvial placer;nodular monazite; ;REE; ; ; ;600 g/m3 REE;Occurrence; ;monazite;;;;;;;conglomerate;;;;;;"ProMine (2013); Sadeghi and others (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +967;8181;Rio Graia-Trontano; ; ; ;site;site;Italy;Piemonte;8.3372;46.1219; ;other igneous deposit;pegmatite; ;REE, Ta; ; ; ; ;Occurrence; ;euxenite-(Y), monazite, xenotime;pyrochlore, tantalite, uraninite, tapiolite;laumontite, opal, quartz, tourmaline, zircon;;;;;pegmatite;;;;;;ProMine (2013);;;;Not known;;;;;;;;;;;;;;;;;;;;;Europe +968;8293;Rödbergsgruvan;Rödbergsgruvorna; ;Riddarhyttan district;district or area; ;Sweden;Örebro län;59.5129;14.895;Pegmatite on island of island of Rönsholmen.;other igneous deposit;skarn; ;Fe, Cu, REE; ; ; ; ;Occurrence(?); ;allanite-(Ce), cerite-(Ce), bastnäsite, ferriallanite-(Ce);tremolite, talc;;;;;;dolomitic carbonate rock;;;;;;"EURARE (2017); Lundström (2004); Hallberg and others (2012); Jonsson and others (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +969;8294;Rönsholmen;Rönnholmen; ; ;site; ;Sweden;Stockholms län;59.253;18.2231;Pegmatite on the island of Rönsholmen,;other igneous deposit; ; ;REE, Ta; ; ; ; ;Occurrence(?); ;allanite, yttrotantalite-(Y), fergusonite;zircon;;Paleoproterozoic;;Paleoproterozoic;;;;;;;;"Mindat.org (2016c); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +970;8348;Rotherhope Fell; ;Rotherhope Fell vein;North Pennine–Alston Moor district;site;historic F mine;United Kingdom;England;54.7781;-2.4664; ;other igneous deposit;quartz vein;vein;F, Bi, REE; ; ; ; ;Showing; ;synchysite, bastnäsite, monazite, xenotime;fluorite, galena, bismuthinite, argentopentlandite, cassiterite, cosalite, pyrrhotite, cubanite, chalcopyrite, pyrite;quartz, calcite, adularia;;;;;;;Weardale Granite;;;;Ixer and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +971;8010;Rotriegel Ridge; ; ; ;site; ;Austria;Steiermark;47.5058;15.5725; ;other igneous deposit;REE-Sc mineralization associated with alpine veins, hydrothermal veins;veins;REE, Sc; ; ; ; ;Showing; ;goyacite;lazulite, pretulite, crandallite, apatite;quartz, kyanite, muscovite, tourmaline;;;;;metamorphosed phyllite and (or) mica schist;;;;;;"Bernhard and others (1998); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +972;8295;Ruoutevare;Piatis; ; ;site;historic mine;Sweden;Norrbottens län;66.5427;19.8352; ;other igneous deposit;abyssal pegmatites; ;FLD, REE, Sc; ; ; ; ;Occurrence; ;allanite, fergusonite-(Y), lokkaite-(Y), xenotime-(Y), monazite-(Ce), polycrase-(Y);feldspar, beryl, apatite, ilmenite, titanite, uraninite, zircon;quartz;;;;;gabbro;;;;;;"Finland Geological Survey (2014); Mindat.org (2016b); ProMine (2013)";;;;No production(?);;;;Produced feldspar(?) from 1927–1945;;;;;;;;;;;;;;;;;Europe +973;8206;Sæteråsen; ; ; ;site; ;Norway;Vestfold;59.2938;10.0001; ;alkaline igneous;mafic to ultramafic volcanism; ;Nb, Zr, REE, Th; ; ; ; ;Deposit;small deposit;euxenite-(Y), pyrochlore, chevkinite, fergusonite, fluorapatite;pyrochlore, fluorapatite, chessexite, zircon;;Permian;;Permian;290 Ma;aphyric trachyte, latite;;latite;;;;"EURARE (2014e); Finland Geological Survey (2012); ProMine (2013); Sadeghi and others (2014)";;;;No production;;;;;8 estimated;0.0416 estimated;0.52;;;;;;;;;;;EURARE (2014e);Not compliant;;Europe +974;8090;Sainte Tréphine; ; ; ;site;small historic mine;France;Bretagne;48.2616;-3.1467; ;shoreline placer;beach placer; ;REE; ; ; ; ;Occurrence(?); ;monazite;;;;;;;alluvium;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017); ProMine (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +975;8182;San Giovanni Rotondo; ;San Giovanni Rotondo (1), San Giovanni Rotondo (2); ;district or area;historic bauxite mine;Italy;Puglia;41.7;15.7;Estimated location.;bauxite;karst bauxite—Mediterranean type; ;Al, REE; ; ; ; ;Showing; ;bastnäsite, monazite;boehmite;iron oxide, quartz;Upper Cretaceous;;Upper Cretacceous;;bauxite, limestone;;;;;;"Deady and others (2014); Maksimovic and Pantó (1985); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +976;8183;San Giovanni Rotondo (1); ; ;San Giovanni Rotondo;site;historic bauxite mine;Italy;Puglia;41.7333;15.6667; ;bauxite;karst bauxite—Mediterranean type; ;Al, REE; ; ; ; ;Showing; ;bastnäsite, monazite;boehmite;iron oxide, quartz;Upper Cretaceous;;Cenomanian–Turonian;;bauxite, limestone;;;;;;"Maksimovic and Pantó (1985); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +977;8184;San Giovanni Rotondo (2); ; ;San Giovanni Rotondo;site;historic bauxite mine;Italy;Puglia;41.7;15.7167; ;bauxite;karst bauxite—Mediterranean type, laterite; ;Al, REE; ; ; ; ;Showing; ;bastnäsite, monazite;boehmite;iron oxide, quartz;Upper Cretaceous;;Cenomanian–Turonian;;limestone;;;;;;"Maksimovic and Pantó (1985); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +978;8158;Sarfartôq; ; ; ;intrusion or complex; ;Greenland;Qaasuitsup Kommunia;66.48;-51.93; ;carbonatite; ;veinlets;REE, Nb, U, Ta, Zr, P, Th; ; ; ; ;Deposit; ;synchysite, zhonghuacerite, bastnäsite, monazite, ancylite, burbankite, Sr-REE-bearing barite, pyrochlore;pyrochlore, magnetite, apatite, zircon, ilmenite, pyrite;dolomite, phlogopite, arfvedsonite, aegirine, biotite, calcite, olivine, garnet;Neoproterozoic;;Neoproterozoic;560 ± 13 Ma;carbonatite, rauhaugite, sovite, beforsite, fenite;;;potassic feldspar alteration, limonitisation;Hudson Resources Inc.;"Deposit is in Precambrian thrust zone; REE-bearing minerals occur in veinlets of dolomite and REE-carbonatite; environmental restraints hinder commercial interest. , and in shear zones.";"Broad and others (2011); Elliott (2012e,h); EURARE (2014c); GEUS (2014); Möller (1989a); Notholt and others (1989); Sorensen and Kalvig (2011); Thrane and others (2014); Watts (2012a); Woolley (1987)";;;;No production;;;;;5.9 indicated, 2.5 inferred;;1.8 indicated, 1.6 inferred;;;;;;;;;;2012;Thrane and others (2014);NI 43-101 compliant;;Europe +979;8331;Severinskoe, Michurinskoe; ; ; ;district or area(?); ;Ukraine;Kirovohrads'ka Oblast';48.5069;32.3494; ;alkaline igneous; ; ;U, REE; ; ; ; ;Occurrence; ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +980;8064;Siilinjärvi;; ; ;intrusion or complex;P mine;Finland;Pohjois-Savo lääni;63.1164;27.7356; ;carbonatite;carbonatite; ;P, LST, PHLO, REE, Zr, Nb, DOL; ; ; ; ;Deposit;small deposit;apatite, monazite, pyrochlore;phlogopite, apatite, pyrochlore, magnetite, zircon, sulfides;calcite, dolomite, iron oxide;Neoarchean;;Neoarchean;2580 Ma (U-Pb);"carbonatite, sövite, glimmerite, fenite, syenite, diabase; dioritic dykes";;dioritic-tonalitic rocks;fenitization;Tasman Metals Ltd. (2012a);"Intrusion formed in 3 phases—hydrothermal alteration of country rocks, magmatic intrusion, formation of cross-cutting carbonatite veins; apatite contains 0.4% REE; active exploration (2015).";"Al-Ani and Pakkanen (2013); Heilimo and others (2014); Hornig-Kjarsgaard (1998); Isokangas (1978): ProMine (2013)";;;open pit;No production;;;;;;;0.4;;;;;;;;;;;Neary and Highley (1984);Not compliant;;Europe +981;8065;Skitunas; ; ; ;site; ;Finland;Kymenlaakso lääni;60.434;26.578;Estimated location.;other igneous deposit; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;rapakivi granite;;;;;;Sarapää and others (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +982;8214;Slupsk; ; ; ;site;site;Poland;Pomorskie;54.4641;17.0285;Placers are on- and off-shore.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?); ;monazite;ilmenite, rutile, zircon, garnet;;;;;;beach sand;;;;;On Baltic Sea.;"Charles and others (2013); ProMine (2013); Roskill Information Services (1988)";;;;Producer(?);;;;;;;;;;;;;;;;;;;;;Europe +983;8133;Smerna; ; ; ;district or area; ;Greece;Dytiki Ellada;37.5181;21.6614; ;bauxite; ; ;Al, Cr, Fe, Ni, REE, Zr; ; ; ; ;Showing; ;anatase, zircon;boehmite, diaspore, gibbsite, goethite, hematite, anatase, rutile, pyrite;kaolinite, muscovite (illite), chamosite, quartz, zircon;Eocene;;Upper Eocene;;limestone;Gavrovo Zone;;illitization, kaolinization;;Deposit is reported by Abedini and Calagari (2014) to contain a mean of 290 ppm TREE.;"Abedini and Calagari (2014); Eliopoulos and others (2014); GEUS and D'Appolonia (2017); ProMine (2013); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +984;8332;Sobskaja; ; ; ;district or area; ;Ukraine;Vinnyts'ka Oblast';48.8636;29.3325; ;alluvial placer;; ;REE, Ti, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;;;;;;;Rundkvist and others (2001);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +985;8066;Sokli;Sokli Kaulus;Jammi, Kaulus; ;intrusion or complex;intrusion or complex;Finland;Lapin lääni;67.801226;29.308575; ;carbonatite with residual enrichment;intrusive carbonatite;veins;P, Nb, REE, Ta, Zr, U, Be, Fe; ; ; ; ;Occurrence; ;ancylite-(Ce), bastnäsite, allanite, monazite, strontianite, fersmite, burbankite, rhabdophane, barite(?);apatite, zirconolite, magnetite, pyrochlore, U-apatite, strontianite, barite, fluorite, magnetite, baddeleyite, lueshite, pyrochlore, zircon, pyrite, pyrrhotite, cheralite(?);calcite, goethite, tremolite, phlogopite, forsterite, sericite, serpentine, amphibole;Devonian: Famennian;;Devonian: Famennian;365.8 ± 2.3 Ma;carbonatite, sövite, weathered carbonatite, phoscorite;Sokli carbonatite complex;fenite, granitoid, amphibolite;;;"Part of the Kola alkaline province; highest concentration of REE (1-2%) found in fenite zone.";"Al-Ani and Sarapää (2009a); EURARE (2014b); Finland Geological Survey (2012); GEUS and D'Appolonia (2017); Hornig-Kjarsgaard (1998); Isokangas (1978); ProMine (2013); Sarapää and others (2013); Sarapää and others (2014); Vartiainen (1989)";1967;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +986;8298;Söråker; ; ; ;intrusion or complex(?);mineralization;Sweden;Västernorrlands län;62.5187;17.5345;Estimated location north of Alnö near village of Söråker.;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;;;carbonatite;;;;;;"EURARE (2014g); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +987;8159;Sørensen; ; ;limaussaq;site; ;Greenland;Kommune Kujalleq;60.9378;-45.9241;About 6 kms southeast of Kvanefjeld.;alkaline igneous; ; ;REE, U, Zn; ; ; ; ;Deposit; ;steenstrupine-(Ce);;;;;;;lujavrite;;;;Greenland Minerals and Energy Ltd.;"At least one sample ran 1.2% TREO, 442 ppm U3O8, and 0.34% Zn; mineralization iscomposed of sub-horizontal lenses.";"EURARE (2017); Greenland Minerals and Energy Ltd. (2015a)";;;;No production;;;;;"1) 148 inferred; 2) 242 inferred";1) 1.89: 2) 2.67;1) 1.28;;;;;;;;;1) 375 ppm U3O8, 2932 ppm Zn;1) 2012;"Greenland Minerals and Energy Ltd. (2015a); 2) EURARE (2017)";;1) Cutoff at 250 ppm U3O8.;Europe +988;8208;Sørøy; ; ; ;site; ;Norway;Finnmark;70.48;22.14; ;carbonatite; ; ;REE, Ba, P, Sr; ; ; ; ;Occurrence; ;;apatite;;;;;;;;;;;;"ProMine (2013); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +989;8299;Stackebogruvan; ; ; ;site;historic feldspar mine;Sweden;Västra Götalands län;57.3786;13.0256; ;other igneous deposit;pegmatites; ;FLD, SIL, REE; ; ; ; ;Deposit(?);small deposit;yttrialite-(Y), euxenite-(Y);feldspar, quartz, uraninite (pitchblende), chalcopyrite, uraninite, zircon, fluorapatite, ilmenite, zircon, uranophane, kasolite;kaolinite;;;;;;;;;;;"ProMine (2013); Wik and others (2002)";;;;Past producer;Small production of euxenite-(Y) and uraninite (pitchblende) in 1950's.;;;Produced feldspar(?) 1905–1947;;;;;;;;;;;;;;;;;Europe +990;8160;Steenstrupfjeld; ; ;limaussaq;site; ;Greenland;Kommune Kujalleq;60.9782;-45.9533;Immediately east of Kvanefjeld.;alkaline igneous; ; ;REE, U; ; ; ; ;Occurrence; ;;;;;;;;lujavrite;;;;Greenland Minerals and Energy Ltd.;;Greenland Minerals and Energy Ltd. (2015b);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +991;8134;Steni Arahovis - Prassorema;Frussia; ;Parnassos-Ghiona deposits;district or area;historic bauxite mine;Greece;Sterea Ellada;38.4603;22.7006; ;bauxite;bauxite and Al-rich rocks (karst, laterite, Tikhvinsk types); ;Al, REE; ; ; ; ;Occurrence; ;florencite-(Ce), churchite-(Y), xenotime, rhabdophane-(Ce), zircon, anatase, bastnäsite;anatase, boehmite, iron oxide, chromite, diaspore, gibbsite, goethite, hematite, chamosite;muscovite (illite), kaolinite, clinochlore;Upper Cretaceous: Turonian;;Upper Jurassic: Oxfordian;;limestone;;;;;;"Eliopoulos and others (2014); GEUS and D'Appolonia (2017); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +992;8209;Stjernøy; ; ; ;site; ;Norway;Finnmark;70.4877;23.0041; ;"carbonatite; alkaline igneous";REE-bearing apatite in pyroxenite and carbonatite; ;P, Ba, Sr, REE; ; ; ; ;Showing; ;apatite;apatite;;;;;;alkaline intrusions, carbonatites, ultramafics;Lillebukt Complex;;;;Producer of nepheline syenite.;"Gautneb (2010); Ihlen and others (2014); Olerud (1993)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +993;8104;Storkwitz; ; ; ;site; ;Germany;Sachsen;51.5349;12.2872; ;carbonatite; ; ;Nb, REE; ;LREE dominant; ;Ce, La, Pr, Nd, Eu, Y;Deposit; ;parisite, rontgenite, apatite;;;;;;;carbonatite;Delitzsch carbonatite complex;;;Ceritech (2015);;"GEUS and D'Appolonia (2017); Sadeghi and others (2014); Seltenerden Storkwitz (2012); Seltenerden Storkwitz (2013); Watts (2012a)";1970's;;;No production;Reserves development in 2015.;;;;2.02 indicated + 2.4 inferred;;0.49 indicated, 0.42 inferred;;;;;;;;;;;Seltenerden Storkwitz (2013);JORC compliant;Resources to depth of 600 m.;Europe +994;8352;Stotfield Burn; ;Rookhope Red vein;North Pennine–Alston Moor district;site;historic F mine;United Kingdom;England;54.7761;-2.0869; ;other igneous deposit;quartz vein;vein;F, Bi, REE; ; ; ; ;Showing; ;synchysite, bastnäsite, monazite, xenotime;fluorite, galena, bismuthinite, argentopentlandite, cassiterite, cosalite, pyrrhotite, cubanite, chalcopyrite, pyrite;quartz, calcite, adularia;;;;;;;Weardale Granite;;;;Ixer and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +995;8302;Stripåsen; ; ; ;site(?); ;Sweden;Västmanlands län;60.0653;16.0118; ;other igneous deposit;felsic-intermediate igneous rock related, pegmatite; ;REE, Bi, Cu, Ta; ; ; ; ;Occurrence(?); ;allanite-(Ce), bastnäsite;bismuthinite, chalcopyrite, magnetite, microlite, molybdenite, rhodonite, tantalite;actinolite, andradite, anthophyllite, fayalite, fluorite, (hornblende), topaz, tremolite;;;;;;;;;;;"Jonsson and others (2014); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +996;8135;Strymonikos Bay;Strimonikos Gulf, Strymon Bay;Nea Peramos; ;district or area;district or area;Greece;Anatoliki Makedonia Kai Thraki;40.7499;23.9393;Placers are on- and off-shore.;shoreline placer;marine placer; ;REE, Ti, Zr, U, Th, Nb, Au; ; ; ; ;Deposit; ;allanite, monazite, xenotime, titanite, uraninite, zircon, apatite;ilmenite, titanite, zircon, apatite, chromite, garnet, magnetite, pyrrhotite, rutile, sillimanite;quartz, feldspar, sanidine, microcline, albite, biotite, muscovite, paragonite, epidote, (hornblende), tourmaline, pyroxene;Quaternary;;Quaternary;;sand;;;;;Sediments derived from Kavala plutonic rocks.;"Eliopoulos and others (2014); Papavasileiou (2014); ProMine (2013); Sadeghi and others (2014); Tsirambides and Filippidis (2012)";;;;No production;;;;;485 estimated;;1.17;;;;;;;;;;;Papavasileiou (2014);;;Europe +997;8067;Suhuvaara; ; ; ;site; ;Finland;Lapin lääni;68.9938;27.0606; ;other igneous deposit; ;dike;P, REE; ; ; ; ;Occurrence; ;monazite, allanite;fluorapatite, ilmenite, magnetite, pyrite, pyrrhotite, barite, zircon, titanite, hematite;pyroxene, biotite, plagioclase, quartz, chlorite, phlogopite;;;;;appinitic diorite;Lapland granulite complex;;;;Dike contains 4–9% apatite.;"Al-Ani and Sarapää (2011a); Al-Ani and Sarapää (2011b); Al-Ani and Sarapää (2013); Sarapää and others (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +998;8303;Svinnings;Svinnings 1; ; ;site;historic feldspar mine;Sweden;Stockholms län;59.4525;18.2676; ;other igneous deposit;pegmatites; ;FLD, REE; ; ; ; ;Occurrence; ;gadolinite;feldspar, quartz, pyrrhotite;biotite, muscovite;Paleoproterozoic Orosirian;;;;granite;;;;;;"ProMine (2013); Wik and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +999;8334;Tabanskoje; ; ; ;site(?); ;Ukraine;Kirovohrads'ka Oblast';48.4568;30.558;Estimated location near town of Tabanova.;other igneous deposit;vein; ;REE, Th; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;;Valter and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1000;8304;Tallgruvan; ; ;Riddarhyttan district, Sundsgruve-Hubergsgruvefälten mining field;site; ;Sweden;Västmanlands län;59.888;15.685;Estimated location.;other igneous deposit;skarn; ;Fe, REE; ; ; ; ;Occurrence; ;allanite, cerite;tremolite, talc;;;;Paleoproterozoic;;dolomitic carbonate rock, calc-silicate rock;;;;;;"Finland Geological Survey (2012); Hallberg and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1001;8305;Tåsjö;Norrby; ; ;district or area; ;Sweden;Västerbottens län;64.4494;15.6204; ;phosphorite;sedimentary phosphorite, uraniferous black shale; ;P, REE, U; ; ; ; ;Deposit; ;fluorapatite;;;Ordovician;;Ordovician;444–488 Ma;shale, sandstone, phosphorite;;;;Mawson Resources Ltd.;0.11-0.24% TREE and 0.03-0.07% U3O8 reported.;"EURARE (2014g); Finland Geological Survey (2012, 2014); ProMine (2013); Sadeghi and others (2014)";;;;No production;;;;;75 resource;;0.11;;;;;;;;;;;Finland Geological Survey (2012);;;Europe +1002;8232;Tigveni; ; ; ;site(?); ;Romania;Arges;45.0811;24.5732; ;alluvial placer;alluvial-eluvial placer; ;Ti, REE, Zr; ; ; ; ;Showing; ;monazite, xenotime;brookite, ilmenite, rutile, titanite, titanifeous magnetite, zircon;amphibole, kyanite, garnet, magnetite, pyroxene, staurolite, tourmaline;Pliocene;;Pliocene;;sand, alluvium;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1003;8161;Tikiussaq; ; ; ;intrusion or complex; ;Greenland;Kommuneqarfik Sermersooq;64;-49.7667; ;carbonatite;carbonatite-associated; ;REE, P, Nb, Ta, Th; ;~47% Ce, ~33% La, ~12% Nd, ~4% Pr; ;up to 9.6%TREO in some surface samples;Occurrence; ;monazite;;;Jurassic;;Jurassic;150–165 Ma;carbonatite, fenite;;;;NunaMinerals A/S;"Remote sensing suggests a massive carbonatite hidden below glacial sediments; up to 9.6% TREO in carbonate float.";"EURARE (2014c); GEUS (2014); Sadeghi and others (2014); Sorensen and Kalvig (2011); Thrane and others (2014)";2005;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1004;8210;Tørdal; ;Heftetjern, Høydalen, Skarsfjell; ;intrusion or complex; ;Norway;Telemark;59.186;8.76; ;other igneous deposit;mixed NYF-LCT pegmatites; ;Nb, Be, REE, Sc, Sn, Ta; ; ; ; ;Occurrence; ;euxenite-(Y), monazite-(Ce), allanite-(Ce);bazzite, beryl, Sc-ixiolite, pyrochlore;feldspar, quartz, topaz;;;Neoproterozoic;;pegmatite, monzonite, syenite;Tordal granite;;;Scandium International Mining Corporation;;"Černý (1991a); Černý (1991b); ProMine (2013); Wise (1999)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1005;8068;Träskholm; ; ; ;site; ;Finland;Ahvenanmaan maakunta lääni;60.5462;21.0636;Estimated location.;other igneous deposit;pegmatite; ;REE; ; ; ; ;Occurrence; ;;;;;;;;granite;;;;;;Sarapää and others (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +1006;8091;Trimouns;Luzenac; ; ;site;talc mine or deposit;France;Midi-Pyrénées;42.8044;1.803; ;other;talc deposit, hydrothermal; ;TLC, REE; ; ; ; ;Showing; ;basnäsite, thortveitite, dissakisite-(Ce);;;;;;;;;;;;;"Gieré and Sorensen (2004); Nokleberg and others (2005b); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1008;8163;Tugtutôg; ; ; ;intrusion or complex; ;Greenland;Kommune Kujalleq;60.8667;-46.3333; ;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;GEUS (2014);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +1009;8307;Ulvås; ; ; ;site(?); ;Sweden;Västra Götalands län;57.3906;13.031; ;other igneous deposit;pegmatites; ;FLD, REE, U; ; ; ; ;Showing(?); ;euxenite-(Y), samarskite-(Y), xenotime-(Y);feldspar, uranophane, zircon, chalcopyrite, uraninite (pitchblende), uranophane;quartz, biotite, muscovite, pyrite;Neoproterozoic;;Neoproterozoic;;gneiss;;;;;;"Mindat.org (2016a); ProMine (2013); Wik and others (2002)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1010;8164;Umiamako Nuna; ; ;Karrat;district or area;geologic deposit;Greenland;Qaasuitsup Kommunia;71.6512;-52.5274; ;unclassified;metasedimentary; ;REE; ; ; ; ;Occurrence; ;;;;Paleoproterozoic;;Paleoproterozoic;;banded carbonates, amphibolite;Karrat Grp;;;Avannaa Resources;REE-enriched rocks consist of banded carbonate in amphibolite.;"EURARE (2014c); Sorensen and Kalvig (2011)";2009;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1011;8070;Vanttaus; ; ; ;site; ;Finland;Lapin lääni;66.3603;26.6007;Estimated location.;other igneous deposit;igneous; ;REE; ; ; ; ;Showing; ;apatite, allanite, titanite, zircon, monazite;titanite, zircon, apatite;;;;;;appinitic diorite;;;;;;"Al-Ani and Sarapää (2013); Sarapää and others (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +1012;8242;Vapenna; ; ; ;site; ;Slovakia;Bratislavsky kraj;48.454;17.263; ;uranium deposit;uraniferous sandstone; ;U, Cu, REE; ; ; ; ;Occurrence; ;monazite, xenotime;apatite, chalcopyrite, galena, goethite, (leucoxene), loellingite, rutile, tennantite, torbernite, uraninite;;;;;;conglomerate, sandstone, tuff;Maluzina Fm;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1013;8071;Varala; ; ; ;site; ;Finland;Pirkanmaa lääni;61.3819;24.2314;Estimated location.;other igneous deposit;NYF-pegmatite; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Sarapää and others (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +1014;8136;Vathi; ; ; ;site; ;Greece;Kentriki Makedonia;41.1271;22.9707; ;other igneous deposit;porphyry Cu; ;Cu, Au, Mo, Ag, REE; ; ; ; ;Occurrence; ;;;;;;;;amphibolite, gneiss, schist, rhyodacite;Kerdyllia and Vertiskos Formations;;propylitization, potassic alteration, chloritization, biotitization, sericitization, silicification;;;"Melfos and Voudouris (2012); ProMine (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +1015;8072;Vaulo; ; ; ;site; ;Finland;Lapin lääni;68.2394;26.5537; ;supergene;saprolite, till; ;Au, REE; ; ; ; ;Occurrence; ;monazite, rhabdophane, bastnäsite, allanite, xenotime, kaolinite, cerite, monazite, euxenite-(Y);columbite, zircon;albite, chlorite;;;;;weathered arkosic gneiss;;;;;"Saprolite contains up to 0.4% REE; till contains 0.45% REE in fine fraction.";"Al-Ani and Sarapää (2014a); Sarala and Ojala (2011); Sarapää and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1016;8073;Vaulo; ; ; ;site; ;Finland;Lapin lääni;68.2394;26.5537; ;metamorphic;arkosic gneiss-hosted; ;Au, REE; ; ; ; ;Showing; ;allanite;;;;;;;arkosic gneiss;;;;;;Al-Ani (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1017;8025;Věžná;Věžná I, Věžná II; ; ;district or area; ;Czech Republic;Vysocina;49.4478;16.2747; ;other igneous deposit;pegmatite;disseminated;Sn, Li, Nb, REE, Ta; ; ; ; ;Occurrence(?); ;monazite, xenotime;cassiterite, beryl, bismuth, columbite, rutile, hübnerite, polylithionite-trilithionite, microlite, pollucite, titanite, triplite, epididymite, bertrandite;;;;;;pegmatite, serpentinite;;;desilicification;;;"Černý and others (1979); Dosbaba and Novák (2007); ProMine (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +1018;8074;Virtasalmi; ;includes Litmanen, Eteläkylä, and Vuorijoki deposits; ;district or area; ;Finland;Etelä-Savo lääni;62.1282;27.4634;Estimated location.;supergene;kaolinitedeposit, ionic adsorption, residual; ;KAO, REE; ; ; ; ;Showing; ;kaolinite, halloysite, monazite, zircon;kaolinite, zircon;quartz, potassic feldspar, muscovite;Mesoproterozoic(?);;;;kaolinite, weathered quartz feldspar gneiss and tonalite;;;;;"The Virtasalmi kaolinite deposits are 0.5–2 km long, 50–400 m wide; kaolinite is 30 to 40 m thick and contains 0.1–0.2% REE; most REE are adsorbed onto kaolinite and halloysite.";"Al-Ani and Pakkanen (2013); Al-Ani and Sarapaa (2009b); EURARE (2014b); Sarapää and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1019;8092;Vistale; ; ; ;site;small historic mine;France;Corse;42.2427;8.6255; ;other igneous deposit;uraniferous peri- or intra-granitic veins;veins;U, REE; ; ; ; ;Occurrence(?); ;;fluorite, thorite;;;;;;granite;;;;;;ProMine (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +1020;8014;Vlasenica; ;includes Nazda deposit; ;district or area;bauxite district;Bosnia and Herzegovina;Republika Srpska;44.1678;18.9911; ;bauxite;karst bauxite—Mediterranean type; ;Al, REE;Y; ; ; ;Occurrence; ;goyazite-(Nd), florencite, crandallite;boehmite, hematite, kaolinite, anatase, rutile;;Lower Cretaceous;;"Triassic; Cretaceous–Albian to Cenomanian";;limestone;;;;;"Goyazite is neodymiun-bearing; at Nazda deposit, highest concentration of REE is in the lower part of the deposit.";"Deady and others (2014); EURARE (2014a); Maksimovic and Pantó (1985); ProMine (2013); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1021;8106;Waldhufen;A-4 Highway tunnel; ; ;site; ;Germany;Sachsen;51.2194;14.8117; ;other igneous deposit;pegmatites; ;REE, Be, Nb, Sc, Th, W; ; ; ; ;Occurrence; ;euxenite-(Y);bertrandite, thortveitite, bazzite, columbite, cryptomelane, scheelite, thorite, titanite;albite;;;;;;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1022;8011;Wegscheidkreuz; ; ; ;site; ;Austria;Steiermark;47.5156;15.5958; ;other igneous deposit;igneous related;veins, pegmatite;REE, Sc; ; ; ; ;Showing; ;goyacite;pretulite, crandallite, pyrite, apatite, lazulite;andalusite, biotite, feldspar, kaolinite, muscovite, quartz, tourmaline;;;;;schist, pegmatite;;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1023;8353;Westernhope Old; ;Westernhope Old vein;North Pennine–Alston Moor district;site;historic Pb mine;United Kingdom;England;54.7053;-2.1239; ;other igneous deposit;quartz vein;vein;Pb, F, Bi, REE; ; ; ; ;Showing; ;synchysite, bastnäsite, monazite, xenotime;fluorite, galena, bismuthinite, argentopentlandite, cassiterite, cosalite, pyrrhotite, cubanite, chalcopyrite, pyrite;quartz, calcite, adularia;;;;;;;Weardale Granite;;;;Ixer and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1024;8354;Whiteheaps; ;White, Hunstanworth Red, Company, and Ferneygill veins;North Pennine–Alston Moor district;site;historic F mine;United Kingdom;England;54.8168;-2.0809; ;other igneous deposit;quartz vein;vein;F, Bi, REE; ; ; ; ;Showing; ;synchysite, bastnäsite, monazite, xenotime;fluorite, galena, bismuthinite, argentopentlandite, cassiterite, cosalite, pyrrhotite, cubanite, chalcopyrite, pyrite;quartz, calcite, adularia;;;;;;;Weardale Granite;;;;Ixer and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1025;8355;Windy Brow; ;Windy Brown vein;North Pennine–Alston Moor district;site; ;United Kingdom;England;54.7372;-2.3572; ;other igneous deposit;quartz vein;vein;F, Bi, REE; ; ; ; ;Showing; ;synchysite, bastnäsite, monazite, xenotime;fluorite, galena, bismuthinite, argentopentlandite, cassiterite, cosalite, pyrrhotite, cubanite, chalcopyrite, pyrite;quartz, calcite, adularia;;;;;;;Weardale Granite;;;;Ixer and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1026;8336;Yastrebets; ; ; ;intrusion or complex; ;Ukraine;Zhytomyrs'ka Oblast';51.233;28.85; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;bastnäsite, parisite, allanite, britholite(?);zircon, fluorite, ilmenite, apatite, garnet;aegirine, hedenbergite, hastingsite, riebeckite, annite, ferro-edenite;;;;1720–1740 Ma (Pb, zircon, syenite);syenite, foyaite;;;;;"REE and Zr mineralization in syenites; massif is nearly oval with an area of 4 km2.";Kogarko and others (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +1027;8308;Ytterby; ; ; ;site;historic mine;Sweden;Stockholms län;59.4264;18.3535;On Resarö Island.;other igneous deposit;pegmatites, abyssal pegmatites; ;FLD, SIL, REE, Be, Nb, Sc, Ta; ; ; ; ;Occurrence; ;bastnäsite, gadolinite, yttrotantalite-(Y), fergusonite, tengerite-(Y), xenotime, allanite;quartz, feldspar, beryl;apatite, calcite, cordierite, fluorite, galena, garnet, molybdenite, titanifeous magnetite;;;;;;;;;Tasman Metals Ltd. (2013);This was the site of the discovery of many rare earths, including erbium, holmium, Sc, terbium, thulium, Y, and ytterbium.;"Finland Geological Survey (2014); Hedrick (1993); ProMine (2013); Wik and others (2004); Zagorsky and others (2003)";;;open pit;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +1028;8309;Ytterlida; ; ; ;site;historic mine(?);Sweden;Västra Götalands län;57.3467;12.8839; ;other igneous deposit;abyssal pegmatites, NYF granitic pegmatite; ;FLD, SIL, REE, Sc; ; ; ; ;Occurrence; ;allanite-(Ce), euxenite-(Y), monazite, polycrase-(Y);feldspar, quartz, zircon, apatite, thortveitite, ilmenite, thorite;biotite, magnetite, microcline, muscovite, zircon;;;;;;;;;;;"Heroldová (2013); ProMine (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +1029;8338;Zheltorechenskoe, Pervomajskoe; ; ; ;district or area(?); ;Ukraine;Kirovohrads'ka Oblast';48.8755;33.6447; ;alkaline igneous; ; ;U, Sc, REE, P; ; ; ; ;Occurrence(?); ;;apatite;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +1030;8012;Zissingdorf; ; ; ;site; ;Austria;Oberösterreich;48.4389;14.4599; ;other igneous deposit;pegmatite;pegmatite;Be, Nb, REE, Sn, Ta, FLD; ; ; ; ;Occurrence; ;allanite, monazite, xenotime;beryl, cassiterite, columbite, tantalite;feldspar, quartz, zircon;;;;;gneiss, pegmatite;;;;;;ProMine (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +1031;8727;Ablah; ; ; ;site(?); ;Saudi Arabia;Asir;20.083;41.917; ;alkaline igneous; ; ;F, Zr, Nb, Ta, REE; ; ; ; ;Showing; ;;fluorite;;;;;;syenite, pegmatite-aplite breccia;;;;;;"Jackson (1986); Matzko and Naqvi (1978)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1032;8701;Abovyan;Abovjan, Abovian; ; ;site;Fe mine;Armenia;Kotayk';40.3312;44.6459;Estimated location is for mined area about 5 km north of town of Abovyan.;hydrothermal Fe-oxide deposit ± Cu, Au;Kiruna, volcanogenic;massive, breccia;Fe, P, REE; ; ; ; ;Occurrence; ;apatite;magnetite, hematite, apatite;;;;Post-middle Miocene;;brecciated andesite porphyry, tuff;;;;Bounty Resources Armenia Ltd.;Ore is associated with fault zones.;"Frietsch and Perdahl (1995); Nabatian and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1033;8728;Aja; ; ; ;intrusion or complex;batholith;Saudi Arabia;Ha'il;27.41;41.4; ;other igneous deposit;granite; ;REE; ; ; ; ;Showing; ;samarskite;zircon, thorite, hematite, titanite, Ta-selenide, pyrochlore, fluorite, magnetite;quartz, feldspar;Neoproterozoic: Ediacaran;570 ± 19 Ma;Neoproterozoic: Ediacaran;;albite granite, aegirine-arfvedsonite alkali feldspar granite, silica-hematite rock;;;hydrothermal;;;"Qadhi (2007b); Stoeser and Frost (2006)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1034;8744;Aksu Diamas; ;includes Çanakli, ÇanakliI, Çanakli II, Çobanisa, Dereköy 1, Dereköy 2, Gölcük, Gonen, Kurucaova, Kuyubaşı, Kuzca I-II; ;district or area;project;Turkey;Isparta;37.6814;30.9587; ;other igneous deposit; ; ;REE, Th, Sc, U, Nb, Fe; ; ; ; ;Deposit; ;allanite, chevkinite, titanite, apatite;zircon, ilmenite, magnetite, garnet, thorite, apatite, uranothorite;pyroxene, amphibole, quartz, feldspar;;;Pleistocene(?);;unconsolidated pyroclastics;;Pliocene Gochuk alkaline volcanics;;AMR Mineral Metal Inc. (2014);;"AMR Mineral Metal Inc. (2014); Cox and others (2013); Sides (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1035;8725;Amij Formation; ; ; ;district or area;geologic deposit;Iraq;Al Anbar;33.333;41.5;Estimated location.;shoreline placer;placer, shoreline; ;Zr, Ti, REE; ; ; ; ;Showing; ;monazite, zircon;zircon, rutile;;Middle Jurassic;;Middle Jurassic;;sandstone (paleobeach sand);Amij Formation;;;;;Al-Bassam (2007);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1036;8745;Avnik; ;includes Mişkel, Murdere, Hamek, Villik, Harabe, Kasiman, Gonaç, Kelme, Kilhaz, and Haylandere deposits; ;district or area;district or area;Turkey;Bingöl;38.639;40.353;Generalized location.;hydrothermal Fe-oxide deposit ± Cu, Au;Kiruna, volcanogenic;stockwork;Fe, P, REE; ; ;LREE>HREE; ;Occurrence; ;fluorapatite, allanite;magnetite, fluorapatite, titanite, hematite, ilmenite, rutile;actinolite, feldspar, quartz, mica, diopside, (hornblende), amphibole;;;Upper Ordovician;;gneiss, intermediate-felsic volcanics;;;;;;"Frietsch and Perdahl (1995); Helvaçi (1984)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1037;8703;Bargushat; ; ; ;intrusion or complex(?);intrusion(?);Armenia;Syunik';39.3118;46.1502;Estimated location in Bargushat Mountains.;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;xenotime;anatase, apatite, fluorite, magnetite, rutile, titanite;aegirine, albite, microcline, plagioclase, quartz;;;;;alkaline syenite;;;;;;Kogarko and others (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1038;8708;Biglar; ; ; ;site; ;Iran;Qazvin;35.8417;49.1736;Estimated location.;bauxite; ; ;Al, REE(?); ; ; ; ;Showing; ;probably monazite, rhabdophane, belovite, xenotime;diaspore, hematite, anatase;kaolinite, feldspar, goethite, calcite, muscovite, pyroxene;Permian–Triassic;;Permian–Triassic;;limestone, dolomite, bauxite;Ruteh Formation, Elika Formation;;;;"Bauxite occurs at contact of Middle to Upper Permian Ruteh Formation with Lower Triassic Elika Formation for a distance of about 1.8 km; deposit consists of 8 discontinuous lenses.";"Abedini and Calagari (2014); Calagari and others (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1039;8704;Bunduk; ; ; ;intrusion or complex;intrusion;Armenia;Lory;40.7383;44.7373;Kogarko and others' (1995) latitude and longitude were adjusted west to better match their sketch map.;alkaline igneous;peralkaline igneous; ;REE; ; ; ; ;Occurrence; ;allanite, davidite, hellandite;zircon, baddeleyite, titanite, ilmenite, thorite;albite, diopside-augite, arfvedsonite, hastingsite, biotite;;;Eocene;36 Ma (K-Ar, whole rock);peralkaline leucosyenite (oligoclasite), nepheline syenite;;;;;REE mineralization in the oligoclasites.;Kogarko and others (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1040;8747;Çanakli; ; ;Aksu Diamas;district or area;geologic deposit;Turkey;Burdur;37.567;30.6069; ;other igneous deposit;unconsolidated pyroclastics; ;Fe, Ti, REE, Zr, Nb, Ga, Th, Sc; ; ; ; ;Deposit; ;allanite, chevkinite, titanite, apatite;zircon, ilmenite, magnetite, garnet, thorite, apatite, uranothorite;pyroxene, amphibole, quartz, feldspar;;;Pleistocene(?);;unconsolidated pyroclastics;;Pliocene Gochuk alkaline volcanics;;AMR Mineral Metal Inc. (2014);;"AMR Mineral Metal Inc. (2014); EURARE (2014h); Sides (2011); Walters and Lusty (2011); Watts (2012b)";;;;No production;;;;;494 inferred;0.3448 inferred;;;;;;;;;;;2013;AMR Mineral Metal Inc. (2014);NI 43-101 compliant;;Middle East +1041;8748;Çanakli I;Conakli; ;Aksu Diamas;site; ;Turkey;Burdur;37.5583;30.607; ;other igneous deposit;unconsolidated pyroclastics; ;Ti, Zr, REE, Nb, Th, Ga; ; ; ; ;Deposit; ;allanite, chevkinite, titanite, apatite;zircon, ilmenite, magnetite, garnet, thorite, apatite, uranothorite;pyroxene, amphibole, quartz, feldspar;;;Pleistocene(?);;unconsolidated pyroclastics;;Pliocene Gochuk alkaline volcanics;;AMR Mineral Metal Inc. (2014);Test production (2012).;"AMR Mineral Metal Inc. (2014); Cox and others (2013); EURARE (2014h)";;;;No production;;;;;80 inferred;;0.081;;;;;;;;;;2013;AMR Mineral Metal Inc. (2014);NI 43-101 compliant;;Middle East +1042;8749;Çanakli II;Conakli; ;Aksu Diamas;site; ;Turkey;Burdur;37.5721;30.6129; ;other igneous deposit;unconsolidated pyroclastics; ;Ti, Zr, REE, Nb, Th, Ga; ; ; ; ;Deposit; ;allanite, chevkinite, titanite, apatite;zircon, ilmenite, magnetite, garnet, thorite, apatite, uranothorite;pyroxene, amphibole, quartz, feldspar;;;Pleistocene(?);;unconsolidated pyroclastics;;Pliocene Gochuk alkaline volcanics;;AMR Mineral Metal Inc. (2014);;"AMR Mineral Metal Inc. (2014); Cox and others (2013); EURARE (2014h)";;;;No production;;;;;414 inferred;;0.061;;;;;;;;;;2013;AMR Mineral Metal Inc. (2014);NI 43-101 compliant;;Middle East +1043;8709;Chadormalu;Chador Malu; ; ;site;Fe mine;Iran;Yazd;32.2966;55.5204; ;hydrothermal Fe-oxide deposit ± Cu, Au;Kiruna, iron-apatite deposit;massive;Fe, P, REE; ; ;LREE>HREE; ;Occurrence; ;fluorapatite;magnetite, hematite, fluorapatite;dolomite, quartz, calcite, ankerite, talc, chlorite, actinolite, albite, phlogopite;Cambrian: Terreneuvian;525–547 Ma;Cambrian: Terreneuvian;;rhyolitic to syenitic volcanic rock, metasomatite, diorite, dolomite;Cambrian Volcano Sedimentary Unit;;;;"REE largely, but not solely, in apatite; apatite concentrate does not contain uranium or thorium; Chadormalu is the largest known iron deposit in Iran.";"Chadormalu Mining and Industrial Co. (2014); Ghorbani (2013); Iran International Magazine (2004); Jami (2005); Jorjani and others (2007); Moghtaderi (2013); Mokhtari and others (2013); Moore and Modabberi (2003); Torab (2008)";1841;;open pit;No production;Active Fe mine.;;;;;;;;;;;;;;;;;;;;Middle East +1044;8710;Chahgaz;Chah Gaz, Chah-e-Gaz; ; ;site;Fe mine(?);Iran;Yazd;32.1333;55.4833; ;hydrothermal Fe-oxide deposit ± Cu, Au;Kiruna, iron-apatite deposit;massive, vein, veinlet;Fe, P, REE; ; ; ; ;Occurrence; ;apatite;magnetite, apatite;;Cambrian: Terreneuvian;525–547 Ma;Cambrian: Terreneuvian;;rhyolitic to syenitic volcanic rock, granite, andesite, dacite;Saghand Formation;;;;REE largely, but not solely, in apatite.;"Ghorbani (2013); Mokhtari and others (2013); Moore and Modabberi (2003); Najafi and others (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1045;8711;Choghart;Phosfate-e-Choqart; ; ;site;Fe deposit;Iran;Yazd;31.6988;55.4696; ;hydrothermal Fe-oxide deposit ± Cu, Au;Kiruna, iron-apatite deposit;massive, vein;Fe, P, REE; ; ; ; ;Occurrence; ;apatite, monazite, xenotime, davidite, allanite;magnetite, hematite, apatite, pyrite;actinolite, tremolite, calcite, talc, quartz;Cambrian: Terreneuvian;525–547 Ma;Cambrian: Terreneuvian;;rhyolitic to syenitic volcanic rock, metasomatite;Cambrian Volcano Sedimentary Unit;;;;REE largely, but not solely, in apatite.;"Ghorbani (2013); Jami (2005); Kasmaee and others (2010); Mokhtari and others (2013); Moore and Modabberi (2003); Torab (2008)";;;open pit;No production;Active Fe mine.;;;;;;;;;;;;;;;;;;;;Middle East +1046;8750;Çobanisa; ; ;Aksu Diamas;site;geologic deposit;Turkey;Isparta;37.79458;30.7029; ;other igneous deposit;unconsolidated pyroclastics; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;allanite, chevkinite, titanite, apatite;zircon, ilmenite, magnetite, garnet, thorite, apatite, uranothorite;pyroxene, amphibole, quartz, feldspar;;;Pleistocene(?);;unconsolidated weathered tuff;;;;AMR Mineral Metal Inc. (2014);;"AMR Mineral Metal Inc. (2014); Cox and others (2013); Sides (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1047;8751;Dereköy 1; ; ;Aksu Diamas;site; ;Turkey;Burdur;37.6193;30.624; ;alluvial placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;allanite, chevkinite, titanite;zircon, ilmenite, magnetite, garnet, thorite, apatite, uranothorite;pyroxene, amphibole, quartz, feldspar;;;;;unconsolidated weathered tuff;;;;AMR Mineral Metal Inc. (2014);Tuffaceous host is relatively thin here.;Sides (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1048;8752;Dereköy 2; ; ;Aksu Diamas;site; ;Turkey;Antalya;37.1652;30.6128; ;alluvial placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;allanite, chevkinite, titanite;zircon, ilmenite, magnetite, garnet, thorite, apatite, uranothorite;pyroxene, amphibole, quartz, feldspar;;;;;unconsolidated weathered tuff;;;;AMR Mineral Metal Inc. (2014);Tuffaceous host is relatively thin here.;Sides (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1049;8753;Doğankuzu; ; ; ;district or area;geologic deposit;Turkey;Konya;37.2747;31.8826;Estimated location.;bauxite;karst bauxite; ;Al, REE(?); ; ; ; ;Showing; ;cerianite;;;Upper Cretaceous: Cenomanian;;Upper Cretaceous: Cenomanian;;limestone;Katrangedigi Formation;;;;;"EURARE (2014h); GEUS and D'Appolonia (2017); Karadağ and others (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1050;8712;Esfordi;Esfordy, Asfordi, Yazd; ; ;site;phosphate mine;Iran;Yazd;31.7901;55.6365; ;iron oxide-apatite;Kiruna, iron-apatite deposit;massive, lens, vein;P, Fe, REE; ; ; ; ;Occurrence; ;apatite, monazite, allanite, parisite, xenotime;fluorapatite, magnetite;actinolite, diopside, talc, andradite, feldspar, quartz, carbonates;Cambrian: Terreneuvian;525–547 Ma;Cambrian: Terreneuvian;;alkali granite and volcanics, dolomite, limestone, metasomatite, altered pyroxenite, amphibolite;Cambrian Volcano Sedimentary Unit;;hydrothermal, silicification, sericitization;;"REE largely, but not solely, in apatite; most REE- and P-rich deposit in the Bafq district.";"Boomeri (2012); Gholizadeh and others (2009); Ghorbani (2013); Jami and others (2007); Mokhtari and others (2013); Stosch and others (2011); Torab (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1051;8726;Ga'ara Formation; ; ; ;district or area;geologic deposit;Iraq;Al Anbar;33.167;41.333;Estimated location.;alluvial placer;placer-alluvial; ;Zr, Ti, REE(?); ; ; ; ;Showing; ;zircon;zircon, rutile;quartz;Carboniferous–Permian;;Carboniferous–Permian;;sandstone;Ga'ara Formation;;;;Sandstone contains up to 11 percent heavy minerals.;Al-Bassam (2007);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1052;8713;Gazestan;Gagestan, Gazestan Bafgh, Sheytor, Gasestan; ; ;site;geologic deposit;Iran;Kerman;31.6569;55.9582; ;iron oxide-apatite;Kiruna, iron-apatite deposit;lens, vein, nodules;P, REE, Fe; ; ; ; ;Deposit; ;apatite, monazite, xenotime;apatite, magnetite, hematite;actinolite;Cambrian: Terreneuvian;525–547 Ma;Cambrian: Terreneuvian;;mafic pyroxene diabase, sandstone, shale, limestone;Cambrian Volcano Sedimentary Unit;;;;"REE largely, but not solely, in apatite; 1.5-2.0 percent REE in apatite; deposit contains 2.5 percent to more than 8 percent P2O5.";"Ghorbani (2013); Madani-Esfahani and Asghari (2011); Madani-Esfahani and Asghari (2013); Mokhtari and others (2013); Stosch and others (2011); Torab (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1053;8729;Ghurayyah; ; ; ;site(?);geologic deposit;Saudi Arabia;Tabuk;27.917;35.8; ;alkaline igneous; ;disseminated;Nb, Zr, REE, Th, U;Y; ; ; ;Deposit; ;synchysite, aeschynite (Y), xenotime, monazite, samarskite, pyrochlore;zircon, fluorite, cassiterite, columbite-tantalite, uraninite, thorite, Nb-bearing rutile, galena, sphalerite;mica, quartz, microcline, albite, chlorite, arfvedsonite, aegirine;;;;;porphyritic, arfvedsonite-alkali feldspar microgranite;;;albitization(?);Tertiary Minerals PLC;"World's largest tantalum deposit; Enriched in HREE relatively to LREE.";"Drysdall and others (1984); Jackson (1986); Jackson and Douch (1986); Küster (2009); Tertiary Minerals PLC (2014)";;;;No production;;;;;"1) 440 Mt; 2) 400 Mt";;1) 0.15%;2) 0.13% Y2O3;;;;;;;;;;"1) Drysdall and others (1984); 2) Tertiary Minerals PLC (2014)";Not compliant;;Middle East +1054;8754;Gölcük;Golsuk, Karakaya Tepe; ;Aksu Diamas;site; ;Turkey;Burdur;37.677;30.5958; ;other igneous deposit;unconsolidated pyroclastics; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;allanite, chevkinite, titanite;zircon, ilmenite, magnetite, garnet, thorite, apatite, uranothorite;pyroxene, amphibole, quartz, feldspar;;;;;;;;;AMR Mineral Metal Inc. (2014);;Sides (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1055;8755;Gönen; ; ;Aksu Diamas;site; ;Turkey;Isparta;38.011;30.494; ;other igneous deposit;unconsolidated pyroclastics; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;allanite, chevkinite, titanite;zircon, ilmenite, magnetite, garnet, thorite, apatite, uranothorite;pyroxene, amphibole, quartz, feldspar;;;;;;;;;;;Sides (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1056;8730;Jabal Abu ad Dud;Jabal ad Dud; ; ;intrusion or complex;intrusion;Saudi Arabia;Al Madinah;26.0717;38.5541; ;alkaline igneous; ; ;Nb, Zr, REE, Ta;Y; ; ; ;Occurrence; ;monazite;apatite, zircon;quartz, plagioclase, biotite, chlorite, muscovite (sericite);;;;;altered microgranite and quartz alkali-feldspar syenite;;;hydrothermal;;TREO significantly higher in hydrothermally-altered granite than unaltered rock.;"El Amawy and others (2013); Qadhi (2007a)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1057;8731;Jabal Al Hamra;Jabal Hamra, , Al-Hamra; ; ;intrusion or complex;intrusion;Saudi Arabia;Al Madinah;26.1031;38.6136; ;alkaline igneous; ;disseminated;REE, Nb, Zr, Sn, Ta, U, Th;Y; ; ; ;Deposit; ;bastnäsite, monazite;pyrochlore, uraninite, apatite, zircon, hematite, fluorite;quartz, microcline, plagioclase, calcite, biotite, chlorite, muscovite (sericite);;;;;altered microgranite and quartz alkali-feldspar syenite;;;hydrothermal, silicification;;TREO significantly higher in hydrothermally-altered granite than unaltered rock.;"Drysdall and Douch (1986); Drysdall and others (1984); El Amawy and others (2013); Jackson (1986); Jackson and Douch (1986); Küster (2009); Laval (1992); Qadhi (2007a)";;;;No production;;;;;18;;0.8;0.18% Y2O3;;;;;;;;0.21% Nb2O5;;Laval (1992);Not compliant;;Middle East +1058;8732;Jabal Ar Rabuts; ; ; ;site; ;Saudi Arabia;Al Madinah;25.583;41.05; ;unclassified; ; ;REE, Th; ; ; ; ;Occurrence; ;allanite;;;;;;;;;;;;;Arab Organisation for Mineral Resources (1987);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1059;8733;Jabal Awja; ; ; ;site; ;Saudi Arabia;Ha'il;25.8542;40.9031; ;unclassified; ; ;Nb, Ta, REE; ; ; ; ;Occurrence; ;allanite;;;;;;;;;;;;;"Arab Organisation for Mineral Resources (1987); Stoeser and Frost (2006)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1060;8734;Jabal Ebed; ; ; ;site; ;Saudi Arabia;Ha'il;25.95;40.883; ;unclassified; ; ;REE, Th; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;;Arab Organisation for Mineral Resources (1987);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1061;8736;Jabal Kuara; ; ; ;site; ;Saudi Arabia;Ha'il;25.783;40.917; ;unclassified; ; ;REE, Th; ; ; ; ;Occurrence; ;allanite;;;;;;;;;;;;;Arab Organisation for Mineral Resources (1987);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1062;8738;Jabal Sayid;Jabal Sa'id, Jabal Said; ;Jabal Hadb;site(?);geologic deposit;Saudi Arabia;Al Madinah;23.8175;40.9417; ;alkaline igneous; ;pegmatite, disseminated;Nb, Zr, REE, Sn Ta, U, Th, F;Y; ; ; ;Deposit; ;bastnäsite, synchysite, monazite, allanite, pyrochlore;pyrochlore, kasolite, Th-bearing uraninite, thorite, pyrite, fluorite, zircon, Nb-bearing rutile, magnetite, anatase, brookite, rutile, siderite, sphalerite, hematite;quartz, albite, microcline, tourmaline, riebeckite, aegirine, arfvedsonite, fluorite, titanite;Neoproterozoic;;Neoproterozoic;;aplite-pegmatite, alkalic microgranite, silexite;Hadb ash Sharar suite;;hydrothermal, albitization(?);;Deposit is an aplite-pegmatite.;"Arab Organisation for Mineral Resources (1987); Castor (1994); Dawood and others (2010); Dawood and others (2014); Drysdall and others (1984); Hackett (1986); Jackson (1986); Matzko and Naqvi (1978)";;;;No production;;;;;23;;0.6;;;;;;;;;;;Drysdall and others (1984);Not compliant;Resource to 100 m below surface.;Middle East +1063;8739;Jabal Tawlah; ; ; ;intrusion or complex;intrusion;Saudi Arabia;Tabuk;28.233;35.383; ;alkaline igneous; ;disseminated;Nb, Zr, REE, F, Sn, Ta;Y; ;High HREE/LREE; ;Deposit; ;fergusonite, pyrochlore, monazite, gagarinite, xenotime, yttrofluorite;zircon, columbite, thorite, sphalerite, galena, pyrite, ilmenite, hematite, magnetite, siderite;mica, albite, quartz, microcline, limonite, goethite, aegirine, arfvedsonite;;;;;leucocratic microgranite-microsyenite-albitite sill;;;silicification, feldspathization;;;"Arab Organisation for Mineral Resources (1987); Castor (1994); Drysdall and others (1984); Drysdall and Douch (1986); El Amawy and others (2013); Jackson (1986); Küster (2009); Laval (1992); Radain and others (1981)";1964;;;No production;;;;;6.4 estimated;;;0.62% Y2O3;;;;;;;;0.42% Nb2O5, 5.0% ZrO2;pre-1986;Laval (1992);Not compliant;;Middle East +1064;8740;Jabal Umm Al Suqian;Jabal Umm Al Suquian; ; ;intrusion or complex;intrusion;Saudi Arabia;Asir;20.593;43.019;"In southern Najd region; about 80 km northeast of Bishah.";other igneous deposit;peraluminous igneous;disseminated, veins, lenses;Nb, Zr, REE, Ta, F;Y; ; ; ;Occurrence; ;bastnäsite, monazite;ixiolite, pyrochlore, fluorite, guyanaite, titanite, hematite, rutile;kaersutite, vernadite, spessartine, goethite;;;;;porphyritic microgranite;;greenschist-grade conglomerate, diorite;hydrothermal, albitization, greisenization;;Mineralization was reported by Bokhari and others (1989) to not be economic.;"Bokhari and others (1986); El Amawy and others (2013); Küster (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1065;8714;Jajarm; ; ; ;site;bauxite mine;Iran;Khorasan-e Shemali;36.9975;56.43; ;bauxite;residual, karst bauxite; ;Al, REE; ; ; ; ;Occurrence; ;churchite, loparite-(Ce), rhabdophane, monazite, florencite, anatase, euxenite-(Y);diaspore, chamosite, kaolinite, hematite, anatase;;Upper Triassic–Lower Jurassic;;Triassic;;dolomite, bauxite;Elika Formation;;;;"Bauxite lies in karst in dolomite of the Triassic Elika Formation; up to 618 ppm TREE reported.";"Abedini and Calagari (2014); Esmaeily and others (2010); Mollai (2011)";;Exploration in 1970.;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1066;8715;Kahnouj; ; ; ;site(?); ;Iran;Kerman;27.683;57.783; ;other igneous deposit;igneous-related; ;Ti, REE; ; ; ; ;Occurrence; ;;ilmenite;;;;Cretaceous;;ultramafic and mafic rocks;;;;;;Ghorbani (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1067;8716;Kanigorgeh; ; ; ;district or area(?);geologic deposit;Iran;Azarbayjan-e-Gharbi;36.6436;46.3792;Estimated location.;bauxite;bauxite; ;Al, REE; ; ; ; ;Showing; ;;diaspore, kaolinite, böhmite, rutile, anatase, hematite;smectite, muscovite (illite), goethite, chlorite, quartz, plagioclase;Permian–Triassic;;Permian;;limestone, dolomite, bauxite;Ruteh Formation;;;;"Up to 200.4 ppm TREE reported in Permian tuff and 511 ppm in Permo-Triassic; Permian titanium-rich bauxitic horizon consists of 4 discontinuous lenses that extends over 1 km; 8 ferruginous bauxite lenses are present at the Permian-Triassic contact.";Abedini and Calagari (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1068;8757;Karasu; ; ; ;district or area;geologic deposit;Turkey;Sakarya;41.1569;30.4113;Deposit is on the Black Sea.;shoreline placer; ; ;REE; ; ; ; ;Occurrence; ;monazite-(Ce);rutile, ilmenite, magnetite;;;;;;;;;;Black Sea Metals Inc.;License includes on- and of-shore resources.;"Black Sea Metals Inc. (2011a); Black Sea Metals Inc. (2012); EURARE (2014h)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1069;8743;Khaldieh; ; ; ;intrusion or complex;intrusion;Syria;As Suwayda';32.432;36.805;Estimated location near Imtan.;carbonatite;carbonatite-associated; ;REE; ; ; ; ;Showing; ;;;dolomite, pirssonite;Lower Pleistocene;;Lower Pleistocene;;carbonatite;;;;;Hydrocarbons are present in some samples.;Mafoud and Beck (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1070;8759;Kizilcaören;Kizilçaören, Eskisehir-Sivrihisar, Beylikahir; ; ;intrusion or complex;intrusion, district/area;Turkey;Bolu;40.5972;31.3672;Located in Devebagirtan area of mineralization.;carbonatite;alkaline igneous or carbonatite-associated;dikes, veins, cement, breccia fillings;F, Ba, REE, Th; ; ;LREE>HREE; ;Deposit; ;bastnäsite, monazite, fluocerite, brockite, florencite, rhabdophane;fluorite, braunite, barite, pyrochlore, rutile, pyrolusite, hematite, pyrite, psilomelane, goethite, ilmenite;quartz (chalcedony), calcite, phlogopite, potassic feldspar, psilomelane, mica;Oligocene;;Oligocene;24–25 Ma;breccia, metasandstone, pyroclastics;;carbonatite, trachyte, phonolite;hydrothermal;Eti Maden;"Bastnäsite-fluorite-barite lenses associated with carbonatite dikes; bastnäsite is commonly present in veins or as cement material between fluorite and barite particles.";"Atalay and Özbayoğlu (1995); Castor (1994); EURARE (2014h); Gültekin and others (2003); Kaya (2013); Morteani and Satir (1989); Nikiforov and others (2014); Özgenç (1993); Stumpel and Kirikoglu (1985)";1959;;;No production;;;;;30.358 proven+probable;0.954 (CeO2+La2O3+Nd2O3);3.14;;;;;;;;;37.44% CaF2, 31.04% BaSO4, 0.21% ThO2;1977;Kaya (2013);No compliant(?);;Middle East +1071;8761;Kurucaova;; ;Aksu Diamas;site; ;Turkey;Isparta;37.7021;30.9055; ;other igneous deposit;unconsolidated pyroclastics; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;allanite, chevkinite, titanite, apatite;zircon, ilmenite, magnetite, garnet, thorite, apatite, uranothorite;pyroxene, amphibole, quartz, feldspar;;;;;unconsolidated tuffaceous material;;;;AMR Mineral Metal Inc. (2014);;"Cox and others (2013); Sides (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1072;8762;Kuyubaşı;; ;Aksu Diamas;site; ;Turkey;Burdur;37.3766;30.6557; ;other igneous deposit;unconsolidated pyroclastics; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;allanite, chevkinite, titanite, apatite;zircon, ilmenite, magnetite, garnet, thorite, apatite, uranothorite;pyroxene, amphibole, quartz, feldspar;;;;;;;;;AMR Mineral Metal Inc. (2014);;"AMR Mineral Metal Inc. (2014); Cox and others (2013); Sides (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1073;8763;Kuzca I-II;; ;Aksu Diamas;site; ;Turkey;Isparta;37.6107;31.0467; ;other igneous deposit;unconsolidated pyroclastics; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;allanite, chevkinite, titanite, apatite;zircon, ilmenite, magnetite, garnet, thorite, apatite, uranothorite;pyroxene, amphibole, quartz, feldspar;;;;;unconsolidated weathered tuff, alluvium;;;;AMR Mineral Metal Inc. (2014);Tuffaceous host is relatively thin here.;"AMR Mineral Metal Inc. (2014); Cox and others (2013); Sides (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1074;8717;Lakkeh Siah;Lakeh Siah, Lakeh Syah, Lakehsiah; ; ;site;geologic deposit;Iran;Yazd;31.7842;55.7019; ;hydrothermal Fe-oxide deposit ± Cu, Au;Kiruna, iron-apatite deposit;vein, veinlets;Fe, P, REE; ; ; ; ;Occurrence; ;monazite;magnetite, apatite;;Cambrian: Terreneuvian;525–547 Ma;Cambrian: Terreneuvian;;rhyolite, tuff, alkali granite, dolomite, limestone;Rizu Formation;;;;Phosphate rock 60 cm thick.;"Ghorbani (2013); Stosch and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1075;8769;Masfut; ; ; ;intrusion or complex; ;United Arab Emirates;Ra's al Khaymah;24.8284;56.0864; ;carbonatite; ;dikes, sills;REE; ; ; ; ;Occurrence; ;allanite, monazite;apatite, pyrochlore, magnetite, titanite, barite, hematite;calcite, quartz, chlorite, spinel;;;Cretaceous(?);;carbonatite;Hamrat Duru Group;;;;;Nasir and others (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1076;8764;Melen; ; ; ;district or area(?);geologic deposit;Turkey;Düzce;41.074;31.0679;Estimated location.;shoreline placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;Black Sea Metals Inc.;;"Black Sea Metals Inc. (2011b); EURARE (2014h)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1077;8718;Mishdovan;Mishtovan, Mishodan; ; ;site;geologic deposit;Iran;Yazd;31.8445;55.5165; ;iron oxide-apatite;Kiruna, iron-apatite deposit;massive;Fe, P, REE; ; ; ; ;Occurrence; ;apatite;apatite, magnetite;;Cambrian: Terreneuvian;525–547 Ma;Cambrian: Terreneuvian;;alkali volcanics and granite, sandstone;Saghand Formation;;;;REE largely, but not solely, in apatite.;"Ghorbani (2013); Mokhtari and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1078;8765;Mortaş;Seydişehir/Konya; ; ;district or area;bauxite mine;Turkey;Konya;37.2881;31.8822; ;bauxite;residual, Mediterranean-type karst bauxite;massive, oolitic, breccia;Al, V, REE; ;Not enriched in Ce; ; ;Occurrence; ;bastnäsite, cerianite;böhmite, anatase, rutile, hematite, kaolinite, diaspore, gibbsite, titanite, pyrite;quartz, goethite, calcite, dolomite, muscovite (sericite);Upper Cretaceous: Cenomanian;;Upper Cretaceous: Cenomanian;;limestone;Katrangedigi Formation;;;;"Deposit is found in large karst. The massive bauxite horizon of this deposit is enriched in REE (except for Ce) and accumulated in the breccia-bearing bauxite; the ferruginous oolitic bauxite lost LREE and gained HREE; the earthy bauxite horizon is depleted in REE.";"Abedini and Calagari (2014); EURARE (2014h); Karadağ and others (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1079;8719;Narigan; ; ; ;site;geologic deposit;Iran;Yazd;31.7178;55.6839; ;iron oxide-apatite;Kiruna, iron-apatite deposit;massive;Fe, P, Mn, REE; ; ; ; ;Occurrence; ;;magnetite, apatite;;Cambrian: Terreneuvian;;Cambrian: Terreneuvian;;volcanics, sandstone;;;;;;"Ghorbani (2013); Moghtaderi (2013); Mokhtari and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1080;8720;Sechahun;Se Chahoun; ; ;site;Fe mine;Iran;Yazd;31.9011;55.7139; ;iron oxide-apatite;Kiruna, iron-apatite deposit;massive, breccia;Fe, P, REE; ; ; ; ;Occurrence; ;apatite, allanite, monazite;magnetite, apatite, martite, rutile, titanite, ilmenite, huttonite;;Cambrian: Terreneuvian;525–547 Ma;Cambrian: Terreneuvian;;rhyolitic to ryodacitic tuff, albitite;Cambrian Volcano Sedimentary Unit;;hydrothermal;;"Mineralization largely in metasomatized rocks; 5.6 percent P2O5 reported; REE largely, but not solely, in apatite.";"Bonyadi and others (2011); Ghorbani (2013); Jami (2005); Mohseni and Aftabi (2012); Mokhtari and others (2013); Stosch and others (2011); Torab (2008)";;;open pits;No production;Active Fe mine.;;;;;;;;;;;;;;;;;;;;Middle East +1081;8722;Sheikh-Marut; ; ; ;district or area(?);geologic deposit;Iran;Azarbayjan-e-Gharbi;36.8783;45.6678;Estimated location.;supergene;residual, laterite; ;Al, REE; ;Ce; ; ;Occurrence; ;;böhmite, diaspore, halloysite, amesite, anatase;kaolinite, hematite, muscovite (illite);Middle–Upper Permian;;Middle–Upper Permian;;dolomitized limestone, laterite;Rutch Formation;;kaolinization, bauxitization, limonitization;;"Deposit composed of 7 discontinuous red to brownish-red lateritic lenses trending N-S and NE-SW; lenses vary in thickness from 3-14 m; REE concentrated near bedrock and probably derived from weathering of basalt; up to 507 ppm TREE reported.";"Abedini and Calagari (2013); Abedini and Calagari (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1082;8705;Shvanidzorskii; ; ; ;site; ;Armenia;Syunik';39;46.383; ;alkaline igneous;peralkaline igneous; ;Th, REE, U, Pb, REE; ; ; ; ;Occurrence; ;monazite;pyrochlore, fluorite, ilmenite, apatite, titanite, zircon, baddeleyite;biotite, albite, nepheline, aegirine, sodalite, cancrinite, calcite, tourmaline;;;Eocene;37–40 Ma (various);peralkaline syenite, nepheline syenite;;;;;;Kogarko and others (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1083;8766;Sivrihisar; ; ; ;site; ;Turkey;Eskisehir;39.815;31.083;Estimated location is uncertain.;alluvial placer(?);placer(?); ;REE, Ba, F, Th; ; ; ; ;Occurrence; ;bastnäsite;;;"Triassic; Oligocene-Miocene";;;;;;;;Black Sea Metals Inc.;;"Black Sea Metals Inc. (2011c); EURARE (2014h); Lismore-Scott (2013)";;First exploration in 1975. Exploration restarted in 2011.;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1084;8723;Sorkhe-Dizaj;Sorkhedizaj; ; ;site;Fe mine;Iran;Zanjan;36.58;48.8416; ;iron oxide-apatite;Kiruna, volcanogenic, iron-apatite deposit;vein, stockwork, breccia, massive;Fe, P, REE; ; ; ; ;Showing; ;apatite, monazite;magnetite, apatite, zircon, chalcopyrite, bornite, pyrite;quartz, actinolite, calcite, epidote, chlorite;Eocene–Oligocene: Priabonian–Rupelian;;Eocene–Oligocene: Priabonian–Rupelian;;quartz monzonite;;;hydrothermal;;;"Ghorbani (2013); Nabatian and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1085;8706;Tezhsar; ; ; ;site; ;Armenia;Kotayk';40.664;44.6083;In Pambak Range, in upper reaches of the Ulyashik River.;alkaline igneous; ; ;U, Th, REE; ; ; ; ;Occurrence; ;;fluorite;carbonate, albite, alkali feldspar, biotite, muscovite;;;Eocene;37–39 Ma (K-Ar);nepheline syenite, pseudoleucite porphyry;;;;;Veins in nepheline syenite.;Sanasaryan (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1086;8741;Umm al Birak;Jabal Umm Al Birak; ; ;intrusion or complex;intrusion;Saudi Arabia;Al Madinah;23.367;39.217; ;alkaline igneous;alkalic igneous;disseminated, vein;Nb, Zr, REE, F, Sn, Ta, Th, U; ; ; ; ;Deposit; ;monazite, bastnäsite, pyrochlore;zircon, pyrochlore, thorite, scheelite, fluorite, chalcopyrite;albite, microcline, aegirine, arfvedsonite, biotite, quartz;;;;;microgranite;;;albitization;;;"Drysdall and Douch (1986); Drysdall and others (1984); El Amawy and others (2013); Jackson (1986)";;;;No production;;;;;6.6;;0.14;;;;;;;;;;;Drysdall and others (1984);Not compliant;;Middle East +1087;8768;Ünye; ; ; ;district or area(?);geologic deposit;Turkey;Ordu;41.1037;37.3867;Estimated location.;shoreline placer; ; ;REE; ; ; ; ;Deposit;small deposit;monazite;;;;;;;;;;;Black Sea Metals Inc.;;"Black Sea Metals Inc. (2011b); EURARE (2014h)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1088;8771;Uyaynah; ; ; ;site; ;United Arab Emirates;Ra's al Khaymah;25.4378;56.1669;Near northern end of Oman Mountains.;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;allanite, monazite, apatite;titanite, barite;calcite, albite, biotite, chlorite;;;;;extrusive silicic calcite carbonatite lapilli;;carbonatite, phonolite;;;"Deposit metamorphosed; two types of extrusive, subaerial carbonatite have been recorded; one of the types of carbonatites contains allanite.";"Wall and Mariano (1996); Woolley and others (1991); Woolley and Church (2005)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1089;8707;Vedi-Azatskii; ; ; ;intrusion or complex(?);intrusion(?);Armenia;Ararat;39.983;45; ;alkaline igneous; ; ;REE, Cu, Mo, Hg; ; ; ; ;Occurrence; ;;;;;;Miocene;12 Ma (K-Ar, whole rock);alkaline volcanics, subvolcanics;;;;;;Kogarko and others (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1090;8742;Wadi Khamal; ; ; ;intrusion or complex; ;Saudi Arabia;Al Madinah;24.4438;37.8149; ;other igneous deposit;Fe-P-Ti igneous rock (nelsonite);massive layers or bands;P, REE, Fe, Ti; ; ; ; ;Deposit; ;apatite;apatite, magnetite, ilmenite, pyrite, pyrrhotite, chalcopyrite;plagioclase, pyroxene, spinel;;;Proterozoic;;nelsonite;Wadi Khamal complex;;;;"Nelsonite contains 20 percent to 40 percent (average 23 percent) apatite and the apatite contains about 0.21 percent TREO; mineralization is in massive layers or bands centimeters to almost 20 m thick and up to hundreds of meters along strike.";"Harbi (2008); Harbi and others (2011)";;;;No production;;;;;>10 estimated;;;;;;;;;;;23% apatite or ~10% P2O5;;Harbi and others (2011);Not compliant;;Middle East +1091;8724;Zarigan;Phosphate-e-Zarigan; ; ;site(?);geologic deposit;Iran;Yazd;32.0033;55.5315;Estimated location northeast of Bafq.;iron oxide-apatite;Kiruna, iron-apatite deposit; ;Fe, P, REE; ; ; ; ;Occurrence; ;apatite, monazite, allanite;magnetite, apatite;;;525–547 Ma;Cambrian: Terreneuvian;;rhyolitic to rhyodacitic volcanic rocks;Saghand Formation;;;;"Phosphate rock 95-1190 cm thick; REE largely, but not solely, in apatite.";"Ghorbani (2013); Mokhtari and others (2013); Qorbani and Kani (2005); Stosch and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Middle East +1092;1001;Abitibi;Waswanipi-Chapias, Montviel; ; ;intrusion or complex; ;Canada;Québec;49.9369;-75.8919; ;carbonatite; ; ;Nb(?), REE(?); ; ; ; ;Occurrence; ;;;;;;;;;;;;Electric Metals Inc.;;"Bérubé (2011); Electric Metals (2011a)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1093;1002;AEG;JTM; ; ;intrusion or complex(?); ;Canada;British Columbia;52.1333;-119.1844; ;carbonatite;carbonatite-hosted deposits; ;Nb, Sr, Ta, P, REE, Sc; ;Ce, La, Nd; ; ;Showing; ;;pyrochlore, columbite, zircon, apatite, ilmenite, pyrrhotite, magnetite;calcite, dolomite, olivine, amphibole, phlogopite, chlorite, antigorite, vermiculite;;;;238 ± 30 Ma (U/Pb, zircon);carbonatite, rauhaugite, fenite;Mud Lake/AEG carbonatite;Horsethief Creek group semipelite, amphibolite;;Ultra Resources Corporation;;"British Columbia Geological Survey (2014); Ultra Uranium Corporation (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1094;1003;Agnew Lake; ; ; ;site;historic U mine;Canada;Ontario;46.4327;-81.6249;65 km east of Elliot Lake.;uranium deposit;quartz pebble conglomerate; ;U, REE; ; ; ; ;Occurrence; ;monazite;uranothorianite, uraninite, pyrrhotite, brannerite;pyrite;;;Lower Proterozoic;2300 Ma;quartz pebble conglomerate;Mississagi;quartzite, sericitic argillite;;Valencia Ventures;Uranium deposit with associated rare earths.;"Ontario Geological Survey (2014); Roskill Information Services (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;Site has reserves of uranothorite, uraninite, pyrrhotite, and monazite.;North America +1095;1368;Aichilik River; ; ; ;site(?); ;United States;Alaska;69.5299;-143.1534; ;unclassified; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;U.S. Geological Survey (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;North America +1096;1004;Alces Lake; ; ; ;district or area; ;Canada;Saskatchewan;59.6677;-108.0234; ;other igneous deposit;pegmatite-hosted REE; ;REE, U, Th, Nb; ; ; ; ;Showing; ;monazite, allanite, apatite;zircon, pyrite, uraninite, galena;biotite, feldspar, pyrite, chlorite, garnet;;;Archean(?);;granitic gneiss, garnet diatexite;;;;Appia Energy Corp .;Monazite mineralization is in three forms: biotite-rich band in gneiss, layers at contact of leucocratic gneiss and diatexite, and in biotite replacement zones in pegmatitic granitoid.;"Appia Energy Corp. (2014); Normand (2014); Saskatchewan Geological Survey (2014); Saskatchewan Ministry of Energy and Resources (2011)";1954;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1097;1005;Alexander Lake; ; ; ;district or area; ;Canada;Saskatchewan;57.1617;-104.7348; ;other igneous deposit; ; ;REE, U, Th; ; ; ; ;Occurrence; ;monazite;uranothorite, thorianite, zircon;;;;;;;;;;;;Normand (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1098;1006;Aley; ; ; ;intrusion or complex;Nb deposit;Canada;British Columbia;56.4528;-123.7369; ;carbonatite; ; ;Nb, P, REE; ; ; ; ;Occurrence; ;fersmite, monazite, euxenite-(Y);apatite, pyrochlore, columbite, fersmite, magnetite, rutile, zircon, lorenzenite, pyrite;quartz, arfvedsonite, aegirine, calcite, dolomite, richterite, biotite, phlogopite;Mississippian;;"Cambrian–Ordovician; Mississippian";349 ± 12 Ma (K-Ar, mica);fenitized limestone, dolomitic carbonatite, phoscorite, silicocarbonatite, calcite carbonatite;"Kechika Formation; Aley Carbonatite Complex";Late Cambrian-Early Ordovician sediments;;Taseko Mines (2015);REE is associated with sövite veins.;"British Columbia Geological Survey (2014); Butrenchuk (1996); Chakhmouradian and others (2015); Nokleberg and others (1996); Pell (1996); Richardson and Birkett (1996); Simpson (2011)";1980;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1099;1008;Aley Dykes; ; ; ;district or area; ;Canada;British Columbia;56.4661;-123.7492; ;carbonatite;carbonatite-hosted deposits; ;REE, Th, Sr, Ba; ;Ce, Nd, La; ; ;Showing; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1100;1009;Allanite Bay;Atlin-Ruffner; ; ;site; ;Canada;Ontario;45.9987;-80.6532; ;other igneous deposit; ; ;REE; ; ; ; ;Deposit; ;allanite;;;;;;;gneiss, pegmatite, diorite, syenite;;;;Uranex Resources Ltd. (1984);"Allanite occurrences are found at contact of diorite with syenite and gneiss, within a shear in biotite granite gneiss, and in pegmatite in amphibolite gneiss; pegmatite zone is 61 m long, 1.8 m wide, 49 m deep and contains all crystals of to 15 cm in size.";"Canada Department of Energy, Mines, and Resources (1984); Ontario Geological Survey (2014)";;;;No production;;;;;0.0366;;;2.29% CeO2;;;;;;;;;;Canada Department of Energy, Mines, and Resources (1984);Not compliant;;North America +1101;1010;Ambeau; ; ; ;site;feldspar mine;Canada;Ontario;45.7959;-80.5443;Estimated location.;other igneous deposit;pegmatite; ;FLD, REE; ; ; ; ;Showing; ;fergusonite, allanite, euxenite-(Y);feldspar;quartz, biotite, muscovite, garnet, magnetite;;;;;granitic and (hornblende) gneiss;;;;;Two small open pits present.;"Goad (1990); Rose (1960)";;;two small open pits present;No production;;;;;;;;;;;;;;;;;;;;;North America +1102;1011;Apex;Miner, Pex; ;Wekusko Lake pegmatites;district or area(?); ;Canada;Manitoba;54.8184;-99.8061; ;other igneous deposit;pegmatite; ;Au, REE; ; ; ; ;Showing; ;;;;;;;;;;;;Bison Gold Resources Inc.;;Bison Gold Resources Inc. (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1103;1012;Archie Lake;includes No. 2 Showing; ; ;district or area(?); ;Canada;Saskatchewan;59.4877;-107.7378; ;paleoplacer;fossil placer, placer; ;REE, Th, Ti, U;Y; ; ; ;Occurrence; ;monazite;ilmenite, zircon;quartz;Archean;;Archean;;feldspathic gneiss, monazite-dominant metasediment, mafic-rich quartzite;Tazin Group;gneiss, metabasite, ultramafic, quartz-rich granitoid, garnet gneiss;;NioCorp Developments Ltd. (2012);A 5 to 6 m thick stratabound zone can be traced over a strike length of 600 m.;"Industrial Minerals (2010); Saskatchewan Geological Survey (1991); Saskatchewan Ministry of Energy and Resources (2011); Smith and Cathro (2010)";1969;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1104;1013;Area 10; ; ;Beatty River area;site; ;Canada;Saskatchewan;58.0986;-109.8222; ;unclassified;stratabound hydrothermal, sedimentary; ;REE, Sr, P;25–49,400 ppm Y; ; ; ;Occurrence; ;xenotime;plumbogummite;quartz, hematite, limonite;;;;;sandstone;Otherside River Formation;;;;;Saskatchewan Geological Survey (2014);1980;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1105;1014;Area 11; ; ; ;site; ;Canada;Saskatchewan;58.1153;-109.8722; ;unclassified;stratabound hydrothermal, sedimentary; ;REE, Sr, P;Y; ; ; ;Showing; ;xenotime;plumbogummite;quartz, hematite, limonite;;;;;sandstone;Otherside River Formation;;;;"Narrow lenses of fine-grained xenotime are parallel to bedding and bound by fractures; Grab samples contain 3–10% yttrium.";Saskatchewan Geological Survey (2014);1980;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1106;1015;Area 2S; ; ; ;site; ;Canada;Saskatchewan;58.1889;-109.3917; ;unclassified;stratabound hydrothermal, sedimentary; ;REE, Sr, P;locally >3% Y; ; ; ;Showing; ;xenotime;plumbogummite;quartz, hematite, limonite;;;;;sandstone;Otherside River Formation;;;;"Narrow lenses of fine-grained xenotime are parallel to bedding and bound by fractures; >1% Sr.";Saskatchewan Geological Survey (2014);1980;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1107;1016;Argor;South Bluff Creek, James Bay, Alpha-B; ; ;intrusion or complex; ;Canada;Ontario;50.75;-81.017; ;carbonatite; ; ;Nb, P, Zr, REE; ; ; ; ;Occurrence; ;;pyrochlore, apatite, zircon, columbite, titanifeous magnetite, pyrite, chalcopyrite;dolomite, hematite, riebeckite, phlogopite, calcite, olivine, biotite, augite;;;Paleoproterozoic;1655 Ma;dolomitic carbonatite, pyroxenite;;gneiss;;;;"Kamitani and Hirano (1990); Richardson and Birkett (1996); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1108;1017;Arques;Lac Arques; ; ;intrusion or complex(?); ;Canada;Québec;51.822;-75.3704; ;alkaline igneous(?); ; ;REE, Nb, Ta; ; ; ; ;Occurrence(?); ;;;;;;;;;Arques Alkaline Complex;;;Critical Elements Corporation;0.80% REO reported over 3.8 m interval.;"Critical Elements Corporation (2015); MarketWired (2011a)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1109;1018;Ashram;Eldor; ; ;intrusion or complex(?);project;Canada;Québec;56.951153;-68.40316; ;carbonatite; ; ;REE, Ta, Nb;0.019% of inferred ore;1.612% of inferred ore; ; ;Deposit; ;monazite, bastnäsite, xenotime, parisite, synchysite;fluorite, breunnerite, apatite, pyrochlore, fersmite, zircon, rutile, baddeleyite, pyrite, sphalerite, barite, magnetite, galena;calcite, dolomite, ankerite, phlogopite, aegirine;Precambrian;;;;syenite, calcite carbonatite, dolomite carbonatite, ankerite carbonatite, glimmerite, feldspathic breccia;;;;Commerce Resources Corp.;PEA indicates can be developed as open pit mine.;"Bernatchez and others (2014); Clarke (2012); Elliott (2012f); Laferrière (2011); Ollett (2012a); Weng and others (2015); Wright (1997); Wright and others (1998)";;;;No production;;;;4,000 tpd planned for mill.;"1) 1.59 measured, 27.67 indicated, 219.8 inferred; 2) 423";2) 6.1;"1.77 measured, 1.9 indicated, 1.88 inferred; 2) 1.4";;;;;;;;;;;"1) Bernatchez and others (2014); 2) Weng and others (2015)";"1) NI 43-101 compliant; 2) Not known";;North America +1110;1369;Atom Marietta; ; ;Bokan Mountain;site; ;United States;Alaska;54.9122;-132.1283;In Bokan Mountain area.;alkaline igneous;peralkaline granite;dikes;REE, U, Th, Nb, Zr; ; ; ; ;Occurrence; ;;uraninite, uranophane, brannerite(?), davit(?);calcite, chlorite, fluorite, hematite, quartz;Jurassic;;Jurassic;151–191 Ma;aplite;Bokan Mountain complex;dacite;albitization, chloritization;;"Deposit is associated with intensely altered and fractured dacite dikes; site is sometimes included as part of the Dodson Dike.";Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1111;1020;Bad Boy;Henley's Harbour; ; ;site(?); ;Canada;Newfoundland and Labrador;52.0326;-55.8146;In Labrador.;other igneous deposit;magmatic-hydrothermal, pegmatite; ;REE, Zr, Nb; ; ; ; ;Showing; ;allanite, fergusonite;zircon;;;;;;volcanic rock;;;;;;Newfoundland and Labrador Geological Survey (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1112;1370;Bald Mountain; ; ; ;district or area; ;United States;Wyoming;44.8116;-107.7985;In Albany County.;paleoplacer; ; ;Ti, Th, REE; ; ; ; ;Deposit; ;monazite;ilmenite, native gold, zircon, magnetite, hematite;quartz;Middle Cambrian;;;;conglomerate;;;;;Fossil fluvial placer. Little Big Horn River area. Two sites contain at least 1.0 kg monazite/t of rock. Resource is poorly defined.;"Castor (1994); Jackson and Christiansen (1993); King (1991)";1951;;;No production;;;;;18.1 exploitable;0.014 exploitable;0.077;;;;;;;0.023 resource;;;1983;Jackson and Christiansen (1993);Not compliant;;North America +1113;1021;Banana Lake; ; ;Elliot Lake;district or area; ;Canada;Ontario;46.455;-82.6928; ;paleoplacer;quartz pebble conglomerate; ;U, REE; ; ; ; ;Deposit; ;monazite;uraninite;;;;;;;;;;Appia Energy Corp.;;"Appia Energy Corp. (2014); Workman and others (2013)";;;;No production;;;;;;32000 indicated + 90,000 inferred;;;;;;;;;;;2011;Appia Energy Corp. (2014);NI 43-101 compliant;;North America +1114;1022;Bancroft-Haliburton area; ; ; ;district or area; ;Canada;Ontario;45.036;-78.214; ;"alkaline igneous; uranium deposit"; ; ;REE, U, Th; ; ; ; ;Occurrence; ;allanite;apatite, corundum, feldspar, magnetite, mica, fluorite, garnet, graphite, molybdenite, sodalite, dolomite;albite, pyroxene, biotite, quartz, scapolite;;;;;alkaline syenite, mafic alkaline rocks, alkaline granite;;;;;Uranium deposit with associated rare earths.;"Roskill Information Services (1988); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1115;1023;Bandito; ; ; ;intrusion or complex(?); ;Canada;Yukon Territory;60.3808;-125.8233; ;alkaline igneous; ; ;REE, Nb, Zr;HREO comprises more than 45% of TREO in samples of altered syenite; ; ;as much a 3.491% TREO in altered syenite and 2.30% TREO in fenite;Occurrence; ;monazite, xenotime;fluorite, quartz, magnetite, hematite, titanite, zircon, pyrochlore, apatite;albite, arfvedsonite, riebeckite, aegirine, chlorite;;;Proterozoic;;nepheline syenite, fenite;;;potassium and sodium metasomatism;Endurance Gold Corp.;;"Endurance Gold Corporation (2011); Endurance Gold Corporation (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1116;1371;Baringer Hill; ; ;Llano pegmatite field;site; ;United States;Texas;30.8;-98.43;"Estimated location in Llano County; site has been inundated by Lake Buchanan and is not longer accessible.";other igneous deposit;NYF pegmatite; ;REE; ; ; ; ;Deposit;small deposit;gadolinite, fergusonite, allanite, polycrase-(Y), tengerite-(Y), lanthanite, uraninite, rowlandite-(Y), yttrialite-(Y);zircon, fluorite, hematite, ilmenite, magnetite, molybdenite, thorogummite;albite, quartz, microcline, biotite;;;;;;;;;;Pegmatite intrudes the Lone Creek pluton of the Town Mountain granite.;Francis and others (1999);1886;;;Past producer;Small past producer.;;;;;;;;;;;;;;;;;;;;North America +1117;1024;Bark Pond; ;Bark Pond Rare Earths No. 1, Bark Pond Rare Earths No. 2, Bark Pond Rare Earths No. 3; ;district or area; ;Canada;Newfoundland and Labrador;47.6924;-54.8201;Latitude-longitude is for Bark Pond Rare Earths No. 1.;alkaline igneous(?);intrusive felsic magmatic deposit, veins, peralkaline; ;Zr, Nb, U, Th, Sn REE; ; ; ; ;Showing; ;fergusonite(?);baddelyite, zircon;quartz, chlorite, hematite;;;;;granite;;;;;;"Kerr and Rafuse (2011); Newfoundland and Labrador Geological Survey (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1118;1332;Barra de Colotepec;Barra Colotepec; ; ;district or area; ;Mexico;Oaxaca;15.8129;-97.0275;Estimated location.;shoreline placer; ; ;Fe, Ti, REE; ; ; ; ;Showing; ;;magnetite, ilmenite;;;;;;;;;;;;"Camprubi (2009); Clark and Fitch (2013); Daesslé and Fischer (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1119;1025;Baude Lake;Lac Baude; ; ;district or area; ;Canada;Québec;47.08;-73.299; ;alkaline igneous;granite-hosted REE, granite pegmatite; ;REE; ; ; ; ;Occurrence; ;allanite;zircon;microcline, quartz, plagioclase, (hornblende), biotite, magnetite;;;;;granite;;gneiss;;Jourdan Resources Inc.;Allanite crystals as large as 15 cm reported.;"Harvie (1921); Jourdan Resources Inc. (2010a); Rose (1960)";1893;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1120;1026;Bear Creek; ; ; ;district or area; ;Canada;British Columbia;49.1431;-117.6147; ;carbonatite(?); ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;;;;;Great American Energy;;"Great American Energy, Inc. (2012); Great American Energy, Inc. (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1121;1027;Bear Lake; ; ; ;district or area(?); ;Canada;Saskatchewan;59.7939;-108.4228; ;other igneous deposit;structurally controlled vein-hosted REE-Th; ;REE, Th; ; ; ; ;Showing; ;allanite, apatite, titanite;magnetite, uraninite, zircon, fluorite, pyrite, galena, bornite;;;;;;;;;;;Occurrence described as similar to Hoidas Lake mineralization.;"Normand (2014); Saskatchewan Geological Survey (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;North America +1122;1373;Bear Lodge; ;includes Bull Hill, Bull Hill West, and Whitetail Ridge; ;district or area; ;United States;Wyoming;44.4913;-104.4471; ;carbonatite; ; ;REE, Au, Th, U;GdOx 1.3%, TbOx 0.1%, DyOx 0.3%, Yox 0.8% of TREO;LaOx 28%, CeOx 43.4%, NdOx 17.6%, PrOx 5.0%, SmOx 2.7%, EuOx 0.6% of TREO; ; ;Deposit; ;bastnäsite, monazite, cerianite-(Ce), xenotime, ancylite, carbocernaite, burbankite;strontianite, hematite, thorite, U, Nb, fluorite, Ba, magnetite;aegirine-augite, actinolite, quartz, feldspar, calcite, biotite, (hornblende);Eocene;;Eocene;38.3 to 50.5 Ma (K-Ar, san);trachyte, phonolite, minor syenite and nepheline syenite, carbonatite;;;;Rare Element Resources (2012);High grade REE in dikes in Bull Hill diatreme.;"Clarke (2012); Dahlberg (2014); Elliott (2012a); Gleason (2011); Jackson and Christiansen (1993); Industrial Minerals (2005c); King (1991); Larochelle and others (2012); Long and others (2010); Mariano (1989); Rare Element Resources Ltd. (2012); Walters and Lusty (2011); Watts (2012b); Woolley (1987)";1950;;dredge;No production;;;;Production planned to start in 2015.;16.3 measured + indicated;0.000498;3.05;;1.5;;;;;;;;;Dahlberg (2014);NI 43-101 compliant;;North America +1123;1374;Bear Valley; ;Includes Porter placer; ;district or area; ;United States;Idaho;44.35;-115.4;In Valley County.;alluvial placer; ; ;Ti, REE; ; ; ; ;Deposit; ;monazite, euxenite-(Y), minor loparite-(Ce), xenotime, fergusonite;"ilmenite, magnetite, garnet; minor zircon, samarskite, columbite";quartz;Pleistocene;;;;fluvial sands, gravel;;;;;;"Anstett (1986); Castor (1994); Jackson and Christiansen (1993); Mariano and Mariano (2012b); Overstreet (1967); Schmidt and Mackin (1970)";;;;No production;;;;;109.9 exploitable;0.011 exploitable;0.01;;;;;;;1) 0.017 resource;;;1) 1982;"1) Jackson and Christiansen (1993); 2) Castor (1994)";Not compliant;;North America +1124;1028;Bearcub;Lumby Feldspar, Lumby, Spar, Walt 4; ; ;site; ;Canada;British Columbia;50.2461;-118.8103; ;other igneous deposit;Rare element pegmatite - NYF family, feldspar-quartz pegmatite;pegmatite;FLD, U, Th, REE; ; ; ; ;Occurrence; ;monazite;feldspar;quartz, muscovite, biotite, garnet, tourmaline;;;;;pegmatite, quartz diorite;;quartz mica schist, limestone;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1125;1375;Bearpaw Mountains;Bearpaws, Rocky Boy; ; ;intrusion or complex; ;United States;Montana;48.167;-109.733;Latitude-longitude is for the Rocky Boy stock.;carbonatite;carbonatite veins and dikes; ;P, Zr, U, Nb, REE; ; ; ; ;Occurrence; ;ancylite, burbankite, Sr-rich perrierite-(Ce);apatite, pyrite, magnetite, titanite;pyroxene, analcime, biotite, augite, nepheline, quartz, calcite, feldspar;;;Eocene;49-55 Ma (K-Ar);shonkonite, monzonite, porphyritic potassic syenite, pyroxenite;;;;;;"Bagiński and MacDonald (2013); Hearn and others (1964); Wall and Mariano (1996); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1126;1030;Benjamin River;Colborne;Chaleur; ;district or area; ;Canada;New Brunswick;47.9047;-66.2;Estimated location.;other igneous deposit;apatite-diopside-magnetite dike, pegmatite, hydrothermal vein; ;P, F, REE; ; ; ; ;Occurrence; ;apatite, monazite, allanite;apatite, magnetite, fluorite;calcite, quartz, diopside;;;Devonian;;granite, gabbro;Devonian Dickie Brook Pluton;bimodal volcanic rock, intercalated sedimentary rock;hydrothermal;Great Western Minerals Group Ltd.;"Apatite contains 1-2 percent REE; monazite and allanite occur mainly as inclusions in apatite.";"Mariano and Mariano (2012b); Marketwired (2011f); New Brunswick Department of Natural Resources and Energy (2013); New Brunswick Energy and Mines (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1127;1376;Benson; ; ; ;site; ;United States;New York;44.180826;-74.985066; ;tailings;IOGC tailings and dump; ;Fe, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;Gold Canyon Resources Inc. (2009);Old IOGC mine tailings have REE.;"Gold Canyon Resources (2009); Watanabe (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1128;1377;Berg Mountain; ; ; ;site(?); ;United States;Alaska;58.9555;-135.7; ;unclassified; ; ;REE; ; ; ; ;Occurrence; ;monazite;pyrite;;;;;;;;;;;;Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1129;1378;Big Creek; ; ; ;district or area; ;United States;Idaho;44.467;-115.983;In Valley County.;alluvial placer; ; ;Ti, GAR, REE; ; ; ; ;Deposit; ;monazite, loparite-(Ce), euxenite-(Y);"ilmenite, garnet, magnetite; minor zircon";quartz;Pleistocene;;;;fluvial sands;;;;;;"Anstett (1986); Castor (1994); Jackson and Christiansen (1993); Overstreet (1967)";1940's;;dredge;No production;;;;;116.1 exploitable;;;;;;;;;0.047 resource;0.04;;1982;Jackson and Christiansen (1993);Not compliant;;North America +1130;1379;Big Creek; ; ; ;district or area;historic(?) Au mine;United States;Alaska;67.5201;-148.2076; ;alluvial placer; ; ;Au, Ag, As, Cu, Mo, Pb, REE, Sb, Th, Ti, U, W; ; ; ; ;Occurrence; ;monazite;gold, magnetite, hematite, rutile, pyrite, arsenopyrite, chalcopyrite, galena, stibnite, molybdenite, scheelite, uranothorianite;;Quaternary;;Quaternary;;alluvium;;;;;;Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1131;1031;Big Spruce Lake; ; ; ;intrusion or complex; ;Canada;Northwest Territories;63.557;-115.899; ;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;;fluorite, titanite, apatite, magnetite;biotite, sodalite, nepheline, aegirine, zeolite;;;;1785 Ma (K-Ar, biotite, nepheline syenite);ijolite, ultramafic rocks, syenite, carbonatite;;;;;;Woolley (1987);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1132;1032;Bighorn;DS; ; ;site; ;Canada;British Columbia;49.1572;-114.77; ;phosphorite;upwelling-type phosphate, sedimentary, syngenetic;stratabound;P, REE;Y; ; ; ;Occurrence; ;;apatite;quartz, quartz, calcite, potassic feldspar, albite, dolomite, muscovite (illite);"Lower Jurassic; Permian";;;;phosphorite, limestone, shale, silty dolomite, dolomitic siltstone;"Fernie Group; Ranger Canyon Formation";;;;"Phosphorite is found in Jurassic Fernie Group and in Permian Ranger Canyon Fm.; phosphorite occurs as pebbles and cement";"British Columbia Geological Survey (2014); Butrenchuk (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1133;1033;Blachford; ; ;Blachford Lake Intrusive Complex;site; ;Canada;Northwest Territories;62.1245;-112.6414;About 1.5 km NW of Nechalacho REE deposit.;alkaline igneous; ;veins;Zr, Nb, Ta, Th, U, REE; ; ; ; ;Occurrence; ;;;;;;Paleoproterozoic;;nepheline syenite;Grace Lake Granite;Blachford Lake Intrusive Complex;hydrothermal;Solace Resources Corp.;Mineralization is believed to be connected to the Nechalako body.;"MarketWired (2011c); Morton (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1134;1381;Blackfoot Bridge; ; ; ;site; ;United States;Idaho;42.1167;-111.5167; ;phosphorite; ; ;P, REE, V, U; ; ; ; ;Occurrence; ;monazite;carbonate-rich apatite (collophane), vanadinite, uraninite, pyrite;clay;Permian;;;;mudstone;;;;;Approximately 0.1% REE in P ore.;Jackson and Christiansen (1993);;;;No production;;;;;5.9 exploitable;;;;;;;;;0.0094 resource;0.16;;1984;Jackson and Christiansen (1993);Not compliant;;North America +1135;1034;Blackrock; ; ; ;site(?); ;Canada;Québec;47.0666;-78.4333;Estimated location.;unclassified; ; ;REE, Zr;Y; ; ; ;Showing; ;;;;;;;;;;;;;;Marketwired (2010a);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1136;1035;Blais; ; ; ;site; ;Canada;British Columbia;51.593;-118.8061;On NE slope of McLennan Peak.;carbonatite;carbonatite-hosted deposits; ;Nb, REE; ; ; ; ;Showing; ;;;;;;;;carbonatite;Mt. Grace Carbonatite;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1137;1036;Blue Ice; ; ; ;district or area; ;Canada;Québec;50.82;-65.34;Estimated location.;other igneous deposit;pegmatite dikes; ;REE, Li, Be, Nb, Ta, U, Ni, Cu, Zn, Pb; ; ;HREE>LREE; ;Showing; ;;beryl;;;;;;;;;;Gitennes Exploration Inc.;"At least 3 ""swarms"" of pegmatite dikes have been identified.";"Gitennes Exploration Inc. (2011); Québec Ministère de l'Énergie et des Ressources Naturelles (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1138;1037;Blue River; ;includes Bone Creek, Fir, Paradise, Upper Fir, Verity, Felix, Gum Creek, Howard Creek, Mt Cheadle, Paradise, Verity; ;district or area;project area;Canada;British Columbia;52.3167;-119.1667; ;carbonatite; ; ;Ta, Nb, REE, Fe; ; ; ; ;Occurrence; ;;columbite, pyrochlore, magnetite, apatite, pyrite, ilmenite, zircon;amphibole, calcite, dolomite, phlogopite, pyroxene, quartz, olivine;;;;;carbonatite, dolomite;Verity and Fir Carbonatites;;;Commerce Resources Corp.;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1139;1038;Blue Rock; ; ;Bancroft-Haliburton area;site(?); ;Canada;Ontario;44.9315;-78.2461;In Bancroft-Haliburton area.;other igneous deposit; ; ;REE, U; ; ; ; ;Occurrence; ;allanite, bastnäsite, fergusonite;columbite, fluorite, titanite, uraninite, uranophane, uranothorite, zircon;albite;;;;;granite;;;;;;Ontario Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1140;1039;Bobjo; ; ; ;site;historic feldspar mine;Canada;Ontario;46.2817;-78.9338; ;other igneous deposit;pegmatite; ;FLD, Nb, REE, U, Sc; ; ; ; ;Showing; ;euxenite-(Y), allanite;microcline, columbite, magnetite;quartz, biotite;;;;;granite, gneiss;;;;Mainstream Minerals Corp.;;"Ontario Geological Survey (2014); Rose (1960)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1141;1383;Bokan Mountain;Ross-Adams;Dotson Ridge; ;intrusion or complex; ;United States;Alaska;54.91639;-132.15667; ;alkaline igneous; ; ;REE, U, Be, F, Nb; ; ; ; ;Deposit; ;kainosite-(Y), allanite, thalenite, bastnäsite, parisite, synchysite, monazite, britholite, tengerite-(Y), xenotime, iimoriite-(Y), fergusonite, samarskite, aeschynite, loparite-(Ce), polycrase-(Y);"zircon, columbite, thorite, U-thorite, uraninite, Be, fluorite, pyrite, magnetite; minor pyrochlore, galena, sphalerite, rutile, rhodonite, pyrolusite, native silver";aegirine, riebeckite, quartz, albite, calcite, biotite, chlorite, epidote, microcline;Upper Jurassic;;Upper Jurassic;151 ± 5 Ma (Rb-Sr);peralkaline riebeckite and aegirine granites, syenite, granite porphyry;;;;;REE-bearing pegmatites, dikes, and shear zones/fractures in central part of the complex and in veins in the outer parts & nearby country rocks. Produced 98,000 metric tons of approx. 1% U3O8. Because dikes generally < 1 m thick and mineralogically complex, economic potential is low.;"Castor (1994); Nokleberg and others (1996); Warner and Barker (1989); Woolley (1987)";;;;No production;;;;;6.2 indicated;;0.09–0.46;0.09–0.4 Y;;;;;;;;;;Warner and Barker (1989);Not compliant;;North America +1142;1384;Bokan Mountain-Dotson Ridge; ; ;Bokan Mountain;intrusion or complex; ;United States;Alaska;54.9153;-132.1417;On Prince of Wales Island.;alkaline igneous;peralkaline intrusion;vein;REE, U, Nb, Zr;HREO are 40% (average) of TREO; ; ; ;Deposit; ;;;;Mesozoic;;;;;Bokan peralkaline granitic complex;;;Ucore Rare Metals Inc.;Vein system related to Mesozoic Bokan peralkaline granitic complex.;"Industrial Minerals (2010); Marketwired (2012); Robinson and others (2011); Ucore Rare Metals Inc. (2012)";;;;No production;;;;;5.275 inferred;;0.65;;0.4;;;;;;;;;Robinson and others (2011);;;North America +1143;1040;Bone Creek; ; ; ;intrusion or complex; ;Canada;British Columbia;52.2986;-119.1661; ;carbonatite;carbonatite-hosted deposits;lens;Nb, Ta, U, P, REE; ; ; ; ;Showing; ;fersmite;pyrochlore, ferrocolumbite, apatite, magnetite, molybdenite, ilmenite, pyrite, pyrrhotite, zircon;ankerite, amphibole, dolomite, olivine, phlogopite, pyroxene;Devonian–Mississippian;;;;carbonatite, rauhaugite, fenite;Bone Creek carbonatite;Horsethief Creek Group schist, gneiss;fenitization;;;"British Columbia Geological Survey (2014); Kulla and Hardy (2015)";;4 drill holes, chip and soil sampling;;No production;;;;;;;;;;;;;;;;;;;;;North America +1144;1041;Bottom Brook; ; ; ;site(?); ;Canada;Newfoundland and Labrador;48.55;-57.9;Estimated location.;other igneous deposit;alteration and breccia zone; ;U, REE;HREO 8–15% of TREO; ; ;up to 4.47% TREO over 5.64 m reported.;Occurrence; ;;magnetite, hematite;;;;Proterozoic;;granite;;;;Ucore Rare Metals Inc.;Nine potential targets on property.;"MarketWired (2011d); Ucore Uranium Inc. (2010)";;Aeromagnetics, aeroradiometrics, drilling, sampling.;;No production;;;;;;;;;;;;;;;;;;;;;North America +1145;1387;Brunswick-Altamaha; ; ; ;district or area; ;United States;Georgia;31.317;-81.467; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;"ilmenite; minor rutile, (leucoxene), zircon, magnetite";quartz;Pleistocene;;;;;;;;;;"Anstett (1986); Jackson and Christiansen (1993); Towner (1992); Towner and others (1988)";1959;;;No production;;;;;65.85 exploitable;;;;;;;;;0.019 resource;0.029;;1982;Jackson and Christiansen (1993);Not compliant;;North America +1146;1043;Bugaboo; ; ; ;district or area; ;Canada;British Columbia;50.7542;-116.7011; ;alluvial placer;surficial placers; ;U, Nb, Ti, Ta, Th, F, Zr, REE; ; ; ; ;Occurrence; ;euxenite-(Y), polycrase-(Y), allanite;magnetite, ilmenite, rutile, titanite, pyrochlore, anatase, uraninite, lepidocrocite, zircon, apatite;epidote;;;;;unconsolidated gravel;;;;;Drainage(s) around Cretaceous Bugaboo Batholith.;"British Columbia Geological Survey (2014); Nokleberg and others (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1147;1388;Bull Hill; ; ;part of Bear Lodge;site; ;United States;Wyoming;44.4894;-104.4462; ;carbonatite; ; ;REE, Au, U, Th;GdOx 1.3%, TbOx 0.1%, DyOx 0.3%, Yox 0.8% of TREO;LaOx 28%, CeOx 43.4%, NdOx 17.6%, PrOx 5.0%, SmOx 2.7%, EuOx 0.6% of TREO; ; ;Deposit; ;bastnäsite, monazite, cerianite-(Ce), xenotime, ancylite, carbocernaite, burbankite;strontianite, hematite, thorite, fluorite, magnetite;aegirine-augite, actinolite, quartz, feldspar, calcite, biotite, (hornblende);Eocene;;Eocene;38.3 to 50.5 Ma (K-Ar, sanidine);trachyte, phonolite, minor syenite and nepheline syenite, carbonatite;;;;Rare Element Resources (2012);High grade REE in dikes in Bull Hill diatreme.;"Clarke (2012); Dahlberg (2014); Elliott (2012a); Gleason (2011); Jackson and Christiansen (1993); Industrial Minerals (2005c); King (1991); Larochelle and others (2012); Long and others (2010); Mariano (1989); Rare Element Resources Ltd. (2012); Walters and Lusty (2011); Watts (2012b); Woolley (1987)";;;;No production;;;;Production planned to start in 2015.;12.4 measured + indicated;0.000402;3.24;;1.5;;;;;;;;;Dahlberg (2014);NI 43-101 compliant;;North America +1148;1044;Bulstrode; ; ; ;district or area; ;Canada;Québec;46.108;-71.725;Estimated location.;alluvial placer; ; ;REE; ; ; ; ;Showing(?); ;monazite;;;;;;;;;;;Uragold Bay Resources Inc.;Samples of heavy mineral concentrates contain as much as 54,890 ppm Ce+La+Sm and 950 ppm Eu+Tb+Yb+Lu.;Uragold Bay Resources Inc. (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1149;1046;Byron Bay; ; ; ;site(?); ;Canada;Newfoundland and Labrador;54.597;-57.461; ;other igneous deposit(?); ; ;U, REE; ; ; ; ;Occurrence; ;monazite;;;;;;;monzodiorite to granodiorite;;;;Mega Uranium Ltd.;;Kerr and Rafuse (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1150;1047;Cabernet;North Red Wine #3; ;Red Wine;site; ;Canada;Newfoundland and Labrador;54.1185;-62.5135; ;alkaline igneous; ;disseminated, layers;REE, Nb, Zr; ; ; ;1.25% TREE in drill hole CB-01 and 0.206% TREE in drill hole DB-03;Occurrence; ;eudialyte;;nepheline, pyroxene;;;Mesoproterozoic;;nepheline-bearing metasyenite, syenitic gneiss, pyroxenite;Red Wine intrusive suite;;;Search Minerals;;"Kerr (2011); Newfoundland and Labrador Geological Survey (2015)";;Grab and channel sampling, trenching, diamond drilling.;;No production;;;;;;;;;;;;;;;;;;;;;North America +1151;1048;Cabin Creek; ; ; ;site; ;Canada;British Columbia;49.1103;-114.6781; ;phosphorite;upwelling-type phosphate, sedimentary;stratiform, pelletal, nodular;P, REE;0.7090% Y reported in a chip sample; ; ; ;Occurrence; ;apatite(?);apatite;quartz, calcite, clay, bentonite, albite, muscovite (illite), limonite;Lower Jurassic;;;;phosphorite, shale, dolomite;Fernie Group;;;;;"British Columbia Geological Survey (2014); Butrenchuk (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1152;1049;Cabin East;Dally Hill; ; ;site; ;Canada;British Columbia;49.0897;-114.5978; ;phosphorite;upwelling-type phosphate, sedimentary;stratiform, pelletal to massive;P, REE;0.93 Y reported in a chip sample; ; ; ;Showing; ;apatite(?);apatite;clay, bentonite, limonite;Lower Jurassic;;;;phosphorite, shale, siltstone;Fernie Group;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1153;1050;Cabin G;Cabin Creek; ; ;site; ;Canada;British Columbia;49.1072;-114.6808; ;phosphorite;upwelling-type phosphate, sedimentary;nodular;P, REE;Y; ; ; ;Occurrence; ;apatite(?);apatite;quartz, calcite, clay, bentonite, albite, muscovite (illite), limonite;Permian;;;;phosphatic siltstone, cherty siltstone, calcareous siltstone;Ranger Canyon Formation;;;;;"British Columbia Geological Survey (2014); Butrenchuk (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1154;1392;Caldwell Canyon; ; ; ;site; ;United States;Idaho;42.733;-111.367; ;phosphorite; ; ;P, V, U, REE; ; ; ; ;Deposit; ;monazite;carbonate-rich apatite (collophane), vanadinite, uraninite, pyrite;clay;Permian;;;;mudstone;;;;;Approximately 0.1% REE in P ore.;Jackson and Christiansen (1993);;;;No production;;;;;11 exploitable;;;;;;;;;0.017 resource;0.155;;1984;Jackson and Christiansen (1993);Not compliant;;North America +1155;1051;CAP; ;Cap01, Cap02, CAP 3–5; ;district or area;project area;Canada;British Columbia;54.3911;-121.7297; ;alkaline igneous(?); ; ;Nb, Sr, REE; ; ; ; ;Showing; ;;apatite(?), fluorite;quartz, calcite;;;;;cryptocrystalline alkaline rock;;limestone, shale;;Arctic Star Exploration Corp.;"One grab sample contained 773 ppm TREE and 0.27% Nb2O3; insufficient information to determine if mineralization related to carbonatite.";"British Columbia Geological Survey (2014); Kluczny and McCallum (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1156;1052;Cap01; ; ;CAP;site; ;Canada;British Columbia;54.4089;-121.7581; ;alkaline igneous(?); ;vein;Nb, Sr, REE; ; ; ; ;Showing; ;;fluorite, pyrite;quartz, calcite;;;Ordovician;;dolomitic carbonaceous rock;Skoki Formation(?);;;;;"British Columbia Geological Survey (2014); Kluczny and McCallum (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1157;1053;Cap02; ; ;CAP;site; ;Canada;British Columbia;54.3989;-121.7389; ;alkaline igneous(?); ;vein;Nb, Zr, REE; ; ; ; ;Showing; ;;fluorite;quartz, calcite;;;Ordovician;;dolomitic carbonaceous rock;Skoki Formation(?);;;;;"British Columbia Geological Survey (2014); Kluczny and McCallum (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1158;1393;Capitan Mountains; ; ; ;intrusion or complex(?); ;United States;New Mexico;33.6106;-105.4505; ;other igneous deposit; ;veins;REE, Th; ; ; ; ;Showing; ;allanite;fluorite;quartz, limonite, tourmaline;;;;;;;;;;;Long and others (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1159;1054;Carb Lake; ; ; ;intrusion or complex; ;Canada;Ontario;54.7834;-92.0001; ;carbonatite; ; ;REE, Nb, U; ; ; ; ;Occurrence; ;synchysite, ancylite;apatite, fluorite, hematite, magnetite, pyrochlore, pyrrhotite, vermiculite, pyrite;calcite, dolomite, phlogopite, biotite, eckermannite, actinolite;;;;1824 Ma;calcite carbonatite;;;;;Intrusion does not crop out. Locally REE concentrations as much as 72%.;"British Sulphur Corp. Ltd. (1987); Erdosh (1979); Ontario Geological Survey (2014); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1160;1055;Carbo;Prince(?); ; ;intrusion or complex; ;Canada;British Columbia;54.5356;-122.092; ;carbonatite; ;dikes or sills;Nb, REE, P; ; ; ; ;Occurrence; ;;pyrochlore;pyroxenite, feldspar, carbonate, mica, pyrite;;;;;carbonatite;;;;Canadian International Minerals Inc.;;"British Columbia Geological Survey (2014); Guo (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1161;1056;Carbonatite Syndicate; ;includes Cougar; ;district or area; ;Canada;British Columbia;54.5047;-122.1506;This property surrounds the Wicheeda property.;carbonatite;carbonatite-related(?); ;REE; ;up to 1205 ppm Ce and 663 ppm La reported in soils; ; ;Occurrence; ;monazite, bastnäsite, synchysite, parisite;;;;;;;;;;;Canada Carbon Inc.;;"Canada Carbon Inc. (2016); Marketwired (2011e)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1162;1394;Carol Ann; ;includes Carol Ann No. 1, Carol Ann No. 2, Carol Ann No. 3, Dotson; ;site; ;United States;Alaska;54.9053;-132.1072;In Bokan Mountain area.;alkaline igneous;peralkaline granite;dikes;REE, U, Th, Nb, Zr; ; ; ; ;Occurrence; ;thalenite, bastnäsite, allanite, aeschynite, euxenite-polycrase, fergusonite, monazite, parisite, samarskite, synchysite, tengerite-(Y), xenotime;columbite-tantalite, fluorite, pyrite, thorite, uranothorite, zircon;albite, quartz;Jurassic;;Jurassic;151–191 Ma;aplite;Bokan Mountain complex;dacite;albitization, chloritization;;Site is sometimes included as part of the Dodson Dike.;Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1163;1058;Ceres; ; ; ;site(?); ;Canada;Québec;45.9565;-76.6417; ;other igneous deposit;skarn; ;GRF, Mo, REE, U, F, P, MICA; ; ; ; ;Showing; ;;apatite, mica, fluorite, molybdenite, graphite;pyroxenite;;;;;skarn;;;;Nouveau Monde Mining Enterprises;;"Bergeron and others (2015); Cloutier and Kleinboeck (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1164;1396;Chamberlin District; ;includes Moose Meadows, Root Ranch; ;district or area; ;United States;Idaho;45.317;-115.117; ;alluvial placer; ; ;Zr, REE; ; ; ; ;Deposit; ;allanite;zircon, cinnabar, ilmenite, magnetite;;Quaternary;;;;alluvium;;;;;;Cater and others (1973);;;;No production;;;;;;;;;;;;;;;;;;Cater and others (1973);Not compliant;"0.64 Myd3- Moose Meadows; 3.84 Myd3- Root Ranch";North America +1165;1397;Champ; ; ; ;site; ;United States;Idaho;42.667;-111.267; ;phosphorite; ; ;P, V, U, REE; ; ; ; ;Deposit(?);small deposit;monazite;carbonate-rich apatite (collophane), vanadinite, uraninite, pyrite;clay;Permian;;;;mudstone;;;;;Approximately 0.1% REE in P ore. Phosphate mining ceased in 1986.;Jackson and Christiansen (1993);1982;;;Past producer;;1982–1986;Jackson and Christiansen (1993);2.716 Mt phosphate ore was produced. It is unclear if monazite was recovered from the ore.;;;;;;;;;;;;;;;;;North America +1166;1059;Charcoal 6; ; ; ;site(?); ;Canada;Saskatchewan;58.9143;-102.1642; ;other igneous deposit;granite-hosted REE; ;REE, Mo, Th, U; ; ;LREE>HREE; ;Occurrence; ;;;feldspar;;;;;granite;;;;;Grab samples have contained as much as 33,000 ppm TREE.;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1167;1398;Cheri; ;includes Cheri No. 1;Bokan Mountain;site; ;United States;Alaska;54.8924;-132.1035;In Bokan Mountain area.;alkaline igneous;peralkaline granite;dikes, veins, veinlets;REE, U, Th, Nb, Be, Zr; ; ; ; ;Occurrence; ;allanite;hematite, magnetite, pyrite, fluorite;albite, quartz, chlorite, epidote, calcite;;;Jurassic;151–191 Ma;quartzite;Bokan Mountain complex;Ordovician quartz diorite and diorite;albitization, chloritization;;Dikes are fine-grained and siliceous.;Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1168;1060;Chuchinka; ; ;Wicheeda;intrusion or complex(?); ;Canada;British Columbia;54.5676;-122.1648;Adjacent to Wicheeda property.;carbonatite; ; ;REE(?); ; ; ; ;Showing; ;;;;;;;;;;;;International Montoro Resources Inc.;;"Electric Metals (2011b); International Montoro Resources Inc. (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1169;1399;Chupadora Mountains; ; ; ;district or area; ;United States;New Mexico;33.85285;-106.95781; ;carbonatite; ;dikes;U, Th, REE; ; ; ; ;Occurrence; ;;;;;;Ordovician;449 ± 16 Ma;carbonatite;;Precambrian metamorphic rocks;;;More than a dozen carbonatite dikes occur in this area.;Long and others (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1170;1061;Cinder Lake; ;Wickstrom Island; ;district or area; ;Canada;Manitoba;54.9383;-94.8222; ;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;monazite, allanite;apatite;;;;;;syenite, syenitic pegmatite;;;;QMC Quantum Minerals Corp.;"There may be an associated carbonatite in this area; chip sampling suggests zoning of LREE relative to HREE on this property.";"Manitoba Mineral Resources (2015); Quantum Minerals Corp. (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1171;1400;Circle; ; ; ;district or area; ;United States;Alaska;65.5;-144.75; ;alluvial placer; ; ;Au, Sn, W, REE; ; ; ; ;Showing; ;;native gold;;;;;;alluvial, colluvial sediments;;;;;;Nokleberg and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1172;1327;Clarendon; ; ; ;district or area; ;Jamaica;Clarendon;17.8888;-77.2526; ;bauxite tailings; ; ;Fe, Al, REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;Alcoa;;"U.S. Geological Survey (2012); Wagh and Pinnock (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1173;1062;Clay-Howells; ; ; ;intrusion or complex; ;Canada;Ontario;49.7695;-82.0218;In Clay-Howells complex.;carbonatite(?); ; ;Fe, REE, Nb; ; ; ; ;Occurrence; ;;;;Mesoproterozoic;;;1072 ± 16 Ma;granitic dikes and small stocks(?);;;;Rare Earth Metals Inc.;;"Clark (2009); Clarke (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1174;1063;Clode Sound;Princess(?); ; ;site; ;Canada;Newfoundland and Labrador;48.4231;-53.9654; ;unclassified; ; ;Zr, Nb, REE;310-312 ppm Y reported in 2 samples; ; ; ;Showing; ;;;pyrite, quartz;;;;;;;;;;;"Kerr and Rafuse (2011); Newfoundland and Labrador Geological Survey (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1175;1064;Cloridorme; ; ; ;district or area; ;Canada;Québec;49.104;-77.137; ;sedimentary; ; ;Al, REE; ; ; ;grab samples of red mudstone contain >400 ppm TREO;Showing; ;;;;;;;;aluminous argillite, red mudstone;;;;Murchison Minerals Ltd.;;"Bergeron and others (2015); Manicouagan Minerals Inc. (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1176;1065;Coldwell; ;includes Marathon Niobium, Marathon, REE, Mink Creek, Port Munroe, Yres Point, Garden Cove, Dead Horse Creek, and Peninsula Hill occurrences; ;intrusion or complex; ;Canada;Ontario;48.7956;-86.4586; ;alkaline igneous; ; ;NEPH, Nb, Zr, REE, V, Cu, Ni; ; ; ; ;Occurrence; ;bastnäsite, synchysite, pyrochlore, columbite;thorite, zircon, fluorite, magnetite, apatite, titanite, nepheline, ilmenite;quartz, aegirine, natrolite, carbonate, biotite, sodalite, zeolite;;;;;pegmatites in amphibole syenite, nepheline syenite, gabbro, basic volcanics;;;;Rare Earth Metals Inc.;Alkaline complex has area of 580 km2.;"Elliott (2012e); Ontario Geological Survey (2014); Platt (1996a); Walker and others (1993); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1177;1402;Conda; ; ; ;site; ;United States;Idaho;42.733;-111.533; ;phosphorite; ; ;P, REE; ; ; ; ;Deposit(?); ;monazite;carbonate-rich apatite (collophane), vanadinite, uraninite, pyrite;clay;Permian;;;;mudstone;;;;;Approximately 0.1% REE in P ore. Phosphate mining ceased in 1984.;Jackson and Christiansen (1993);1906;;;Past byproduct producer(?);;1922–1982;Jackson and Christiansen (1993);"17.583 Mt phosphate ore were produced; it is unclear if monazite was ever extracted.";;;;;;;;;;;;;;;;;North America +1178;1066;Copeland;Mt. Copeland;includes Breccia, West Basin, East Glacier and Glacier Zone East Extension Zones; ;intrusion or complex; ;Canada;British Columbia;51.1306;-118.465; ;other igneous deposit;syenite-hosted, pegmatite; ;Mo, REE, Nb, Ti, Zr; ; ; ; ;Occurrence; ;monazite, columbite, tantalite, allanite(?);molybdenite, ilmenite, magnetite, columbite, fluorite, tantalite, apatite, titanite, pyrite, pyrrhotite, scheelite, chalcopyrite, zircon;biotite, calcite, chlorite, potassic feldspar, kaolinite, ankerite, riebeckite;;;Proterozoic;;syenite, nepheline syenite gneiss, metamorphic rock(marble, calc-silicate rock);Mt. Copeland nepheline syenite;;;Saint Jean Carbon Inc.;;Kikauka (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1179;1068;Crescent;Lucky Boy; ; ;site; ;Canada;British Columbia;49.4597;-117.5928; ;other igneous deposit;Five-element veins Ni-Co-As-Ag+/-(Bi, U); ;Nb, Ta, U, Th, Ti, REE;Y; ; ; ;Showing; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1180;1069;Crevier; ; ; ;site; ;Canada;Québec;49.4679;-72.7765; ;carbonatite;carbonatite-related, skarn, pegmatite;sheets;Nb, Ta, REE; ; ; ;1.82% REE reported in grab sample from skarn;Occurrence; ;monazite;pyrochlore, zircon, apatite, pyrrhotite, ilmenite;;;;Neoproterozoic;957.5 ± 2.9 Ma (U-Pb, zircon);carbonatite, nepheline syenite, syenite;;fenite, syenite;;;Highest REE concentrations are at the edge of the intrusion.;"Bérubé (2011); Simandl (2015); Solgadi and others (2015); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1181;1070;Cross Hills;Fortune Bay;Cross Hill #4, Cross Hill #5; ;site; ;Canada;Newfoundland and Labrador;47.7415;-54.7386;In Newfoundland.;alkaline igneous; ;dikes;Zr, REE, Cu, Nb, Th, Sn; ;up to 1500 ppm Ce in grab samples; ; ;Showing; ;fergusonite;zircon, baddelyite;;;;Neoproterozoic: Ediacaran;;alkaline granite;Cross Hills plutonic suite;;;Cache Exploration Inc. OR RockBridge Resources;;"Cache Exploration Inc. (2014); Canadian Business Journal (2014); Kerr and Rafuse (2011); Newfoundland and Labrador Geological Survey (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1182;1071;Cumberland; ; ; ;district or area; ;Canada;New Brunswick;46.0274;-65.8282; ;alkaline igneous;peralkaline felsic volcanic rock-related; ;REE; ; ; ;up to 1443 ppm REE over 21.9 m and 2267 ppm over 1.0 m;Showing; ;;;;;;;;peralkaline felsic volcanic rock;;;;Geodex Minerals Ltd.;Volcanic rock has distinctive breccia texture and is highly altered in places.;"Geodex Minerals Ltd. (2011); New Brunswick Energy and Mines (2013)";;3 reconnaissance drill holes totaling 345 m.;;No production;;;;;;;;;;;;;;;;;;;;;North America +1183;1404;Cumberland Island; ; ; ;district or area; ;United States;Georgia;30.9;-81.45;Part of the deposit lies in a National Park.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, minor rutile, (leucoxene), zircon;quartz;Pleistocene;;;;sand;;;;;Barrier island. In National Park so development unlikely.;"Jackson and Christiansen (1993); Mertie (1975); Towner (1992); Towner and others (1988)";1940's;;;No production;;;;;241 exploitable;;;;;;;;;0.043 exploitable;0.0178;;1982;Jackson and Christiansen (1993);Not compliant;;North America +1184;1072;Cup Lake; ; ; ;site(?); ;Canada;Saskatchewan;56.167;-106.768; ;other igneous deposit;porphyry pegmatite dikes and irregular masses; ;U, REE, Nb, Ta; ; ; ;8.78 TREO found in one grab sample;Showing; ;monazite, allanite;uraninite;;;;;;gneiss;;;;Rare Earth Minerals Plc;;"Proactive Investors (2011); Rare Earth Minerals PLC (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1185;1073;Dead Horse Creek;; ;Coldwell Complex;district or area;exploration area;Canada;Ontario;48.8397;-86.6741; ;alkaline igneous; ; ;U, Th, REE; ; ; ; ;Occurrence; ;monazite-(Ce), xenotime;thorite;calcite, ankerite, dolomite, quartz, feldspar;Mesoproterozoic;;Mesoproterozoic;1085 ± 15 Ma (maximum);oxidized diatreme breccia;;diorite, metabasalt, monzo-diorite, metaargillite, metasiltstone;hydrothermal;Canadian International Minerals Inc. (2009);;Arseneau (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1186;1405;Deep Creek; ; ; ;intrusion or complex(?); ;United States;Oregon;42.05;-119.95;Southeast of Crane Mountain.;carbonatite; ; ;Nb, P, F, Sr, REE; ; ; ; ;Occurrence; ;;;quartz, amphibole, aenigmatite;;;;;pantellerite;;;;;;"Walker (1961); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1187;1074;Delbreuil; ; ; ;site; ;Canada;Québec;47.7313;-78.6107; ;other igneous deposit;pegmatite dikes, pegmatitic granite; ;U, REE, Nb, Zr; ; ; ;up to 5.7% TREO in grab sample;Showing; ;;;;;;;;granitic rock;;;;Fieldex Exploration Inc.;Granitic host rock intrudes country rock of higher metamorphic grade.;Fieldex Exploration (2010);;Grab sampling.;;No production;;;;;;;;;;;;;;;;;;;;;North America +1188;1075;Denison; ; ;Elliot Lake;site;historic U-REE mine;Canada;Ontario;46.4996;-82.5945; ;"paleoplacer; uranium deposit";quartz pebble conglomerate; ;U, REE;Y; ; ; ;Deposit; ;uraninite, U-bearing monazite, brannerite, allanite, xenotime;uraninite, brannerite, uranothorite, coffinite, U-bearing thorite, zircon, pyrite, rutile;quartz, muscovite (sericite);;;;;quartz pebble conglomerate;Matinenda Formation;;;Denison Mines Ltd.;;"Anstett (1986); Cochrane and Hwozdyk (2007); Harben and Bates (1990); Jackson and Christiansen (1993); Mariano (1989); Möller (1989a); Ontario Geological Survey (2014); Roskill Information Services (1988)";;;;Past byproduct producer;Past U producer with byproduct REO (Y dominated).;1974–1976;Jackson and Christiansen (1993);Y2O3 and possibly other REOs were produced sporadically as a byproduct of uranium mining. It is reported that 0.101 Mt TREO were produced from 1974–1976.;105.681 exploitable;0.0108 exploitable;0.01;;;;;;;;;;1989;Jackson and Christiansen (1993);Not compliant;;North America +1189;1407;Diamond Creek; ; ; ;district or area; ;United States;Idaho;45.2331;-113.9832; ;other igneous deposit;quartz-Fe-REE-Th veins;veins;Fe, REE, Th; ; ; ; ;Deposit; ;monazite, xenotime;fluorite, hematite, thorite;feldspar, quartz;;;Precambrian;;quartzite;;;;US Rare Earths (2012);;"Jackson and Christiansen (1993); Syrett (2012f); Syrett (2012h); Watts (2012b)";;;;No production;;;;;1) 0.235 exploitable;1) 0.0029;1) 1.23;;;;;;;1) 0.0046 exploitable;1) 1.96;;1) 1978;"1) Jackson and Christiansen (1993); 2) Syrett (2012f)";Not compliant;;North America +1190;1076;Diana; ; ; ;district or area; ;Canada;Québec;58.329;-68.83; ;unclassified; ; ;Ni, Cu, Co, PGE, REE;129 ppm Y, 11 ppm Eu reported in lake sediments;260 ppm La, 612 ppm Ce, 68 ppm Sm reported in lake sediments; ;this large area has lake bottom sediments with as much as 1,218 ppm REE;Showing; ;;;;;;;;;;;;Azimut Exploration Inc.;REE (and Cu, Co) anomalies in lake bottom sediments.;"Azimut Exploration Inc. (2011); Dickson (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1191;1077;Dissimieux Lake; ; ; ;district or area;P deposit;Canada;Québec;49.9285;-69.822; ;unclassified; ; ;P, Ti, REE; ;REE in apatite is 72% LREE; ; ;Showing; ;apatite;apatite, ilmenite, magnetite;;;;;;gabbro(?);;;;Jourdan Resources;;"Bergeron and others (2015); Jourdan Resources Inc. (2010b)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1192;1410;Dora Bay; ; ; ;district or area; ;United States;Alaska;55.1752;-132.2122;Estimated location on southern Prince of Wales Island.;alkaline igneous;peralkaline intrusions;pegmatite dikes;REE, Nb; ; ; ; ;Deposit; ;thalenite, bastnäsite, monazite, eudialyte;euxenite-(Y), zircon;quartz, rhodochrosite, plagioclase, aegirine, riebeckite, calcite, chlorite;;;;;peralkaline granite, syenite, diorite;Dora Bay peralkaline complex;;;;System of REE-Nb dikes can be traced intermittently from near the head of Dora Bay southward along the western margin of south Dora Lake.;"Barker and Mardock (1990); Warner and Barker (1989)";;;;No production;;;;;1.7-8.5 estimated;;0.5;;;;;;;;;;;Barker and Mardock (1990);Not compliant;Resource is not economic. Warner and Barker (1989);North America +1193;1079;Douglas River;Beatty River, Marline; ; ;site(?); ;Canada;Saskatchewan;58.1831;-109.3818;Estimated location.;uranium deposit;unconformity-type uranium deposit, sedimentary, hydrothermal;stratabound;REE;Samples contained up to 4.9% Y, 9100 ppm Dy, 2990 Er, 1440 Yb, and 2150 Tb; ; ; ;Occurrence; ;xenotime;;;;;;;hematitic sandstone;Otherside River Formation;;;Great Western Minerals Group Ltd;"No ""significant"" REE mineralization was found during drilling by Great Western Minerals; the stratabound xenotime mineralization is constrained/bounded by prominent fractures.";"Great Western Minerals Group Ltd. (2010); Saskatchewan Ministry of Energy and Resources (2011)";;Drilling.;;No production;;;;;;;;;;;;;;;;;;;;;North America +1194;1411;Eagle Creek; ; ; ;site; ;United States;Alaska;64.7;-162.767; ;uranium deposit; ; ;U, REE, Th; ; ; ; ;Occurrence; ;vesuvianite;;;;;;;pulaskite dikes in Cretaceous granitic pluton, marble, and schist;;;;;"U, Th, and REE minerals along margins of alkaline dikes; as much as 2% REE in grab samples.";Nokleberg and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1195;1080;East Creek; ; ; ;district or area; ;Canada;British Columbia;50.7083;-116.84; ;alluvial placer;surficial placers; ;U, Nb, Th, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1196;1081;Eastmain; ;includes Helico, Hydro, JR, Lac Pivert, Lake Rose, Pivert, Pivert East, Pivert South, Rose; ;district or area; ;Canada;Québec;52.0225;-76.172; ;other igneous deposit;LCT-type pegmatite; ;Li, Ta, Nb, REE, Be, Ga; ; ; ; ;Occurrence; ;;spodumene, tantalite, polylithionite-trilithionite;;;;;;;;;;Critical Elements Corporation;;Richard and Pelletier (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1197;1082;Echo Ridge; ; ;Elliot Lake;site; ;Canada;Ontario;46.3886;-82.5318; ;paleoplacer;quartz pebble conglomerate, paleoplacer;stratabound;U, REE;"0.016% of indicated resource; 0.012% of inferred resource";"0.149% of indicated resource; 0.120% of inferred resource"; ; ;Deposit; ;monazite, uraninite (pitchblende), coffinite, brannerite;uraninite (pitchblende), coffinite, brannerite, zircon;;;;;;quartz pebble conglomerate;;;;Pele Mountain Resources Inc.;"Deposit is stratabound; located at Elliott Lake, a former REO-producing mining camp; 90 percent of the REE is carried by the monazite.";"Ciuculescu (2011); Clarke (2012); Cox and others (2011); Syrett (2012e); Watts (2012b)";;;;Past producer;Elliott Lake is former REO-producing mining camp.;;;Production planned to start in 2015.;"14.312 indicated; 33.121 inferred";;"0.164 indicated; 0.132 inferred";;;;;;;;;"U3O8: 0.048% indicated; 0.043% inferred";;Cox and others (2011);NI 43-101 compliant;;North America +1198;1083;Eden Lake; ; ; ;intrusion or complex; ;Canada;Manitoba;56.6609;-100.1517; ;"carbonatite; alkaline igneous"; ;veins, pegmatite;REE, U, Th; ; ; ; ;Occurrence; ;allanite, britholite;titanite, apatite, fluorite, thorite, zircon, weloganite;aegirine-augite, potassic feldspar, quartz, pyroxene;Paleoproterozoic(?);;Paleoproterozoic(?);;sövite, fenite, syenite, monzonite, pegmatite;;;hydrothermal, alkali metasomatism;Rare Element Resources Ltd., Medallion Resources Ltd.;A 32-kg sample contained 8% britholite. Property has four major styles of rare earth mineralization in a combination of alkaline intrusive complex with carbonatite.;"Arden and Halden (1999); Chakhmouradian and others (2008a); Hedrick (1999); Industrial Minerals (2010); Medallion Resources Ltd. (2011); Rare Element Resources Ltd. (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1199;1412;El Dorado Creek area; ; ; ;district or area; ;United States;Alaska;65.933;-166.2; ;alluvial placer; ; ;Sn, W, Zr, REE; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite, scheelite, U-zircon, fluorite, magnetite;;;;;;stream sediments;;;;;Panned concentrate contained 0.029% Eu and 0.02% U.;Killeen and Ordway (1955);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1200;1340;El Indio; ; ; ;site(?); ;Mexico;Oaxaca;30.7613;-106.201;Estimated location.;carbonatite;carbonatite breccia pipe, sill;plug, dike;REE, PGE; ; ; ; ;Occurrence; ;;fluorite;calcite, hematite;;;;;carbonatite;;Tertiary tuff;;;;"Clark and Fitch (2013); Nandigam (2000); Servicio Geológico Mexicano (2014a); Servicio Geológico Mexicano (2014b); Servicio Geológico Mexicano (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1201;1342;El Muerto; ; ; ;site; ;Mexico;Oaxaca;17.2633;-96.9522;Estimated location.;other igneous deposit;anorogenic granitic pegmatite, NYF pegmatite; ;U, Th; ; ; ; ;Occurrence; ;allanite-(Ce), monazite-(Ce), perrierite-(Ce), fergusonite-(Y), aeschynite-(Y), polycrase-(Y), cheralite-(Ce), xenotime-(Y), kobeite-(Y), [yttropyrochlore]-(Y), Y-rich pyrochlore;thorite, ilmenite, hydroxlapatite, uranopolycrase, thorianite, niobian rutile, thorutite, titanite, thorogummite;plagioclase, quartz, microcline, epidote, phlogopite;;;;;;;;;;Pegmatite is coeval with intrusive carbonate in the area.;"Camprubi (2009); Prol-Lesdesma and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1202;1413;El Porvenir District; ; ; ;district or area; ;United States;New Mexico;35.74237;-105.42377; ;other igneous deposit;pegmatites; ;REE, Th; ; ; ; ;Occurrence; ;monazite;;;Precambrian;;;;granite;;;;;;"Long and others (2010); McLemore and others (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1203;1084;Electricity; ; ; ;site(?); ;Canada;Yukon Territory;60.6228;-130.4078; ;other igneous deposit;skarn; ;U, REE, Nb, Ta, Th; ; ; ; ;Showing; ;;;garnet, pyroxene, biotite;;;;;quartz monzonite;;;;;;Yukon Geological Survey (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1204;1414;Elk Creek; ; ; ;intrusion or complex; ;United States;Nebraska;40.2678;-96.1769;Near Usakos.;carbonatite; ; ;Nb, REE; ;LREE are dominant; ; ;Occurrence; ;;pyrochlore, hematite, barite, pyrite, chalcopyrite, galena, sphalerite, apatite, fluorite;dolomite, ankerite, phlogopite, muscovite (sericite), quartz, feldspar;Cambrian–Middle Ordovician;;Cambrian–Middle Ordovician;460-540 Ma;dolomite carbonatite;;syenite;;NioCorp Developments Ltd.;REE 0.35-1.86% in carbonatite 200 m below Quaternary and Pennsylvanian sediments.;"Chakhmouradian and others (2015); Courchane (2011); Daigle (2012a); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1205;1085;Elliot Lake;Blind River;"includes Teasdale, Banana, Denison, Quirke, Panel, Stanleigh, Eco Ridge Mine; Elliot Lake Uranium, Pardee, Milaqua";Elliot Lake;district or area;historic U & REE mining;Canada;Ontario;46.3898;-82.5347;Location is approximate center of Elliot Lake area.;"paleoplacer; uranium deposit";quartz pebble conglomerate; ;U, REE;Y; ; ; ;Deposit; ;uraninite (pitchblende), coffinite, brannerite, U-bearing thorite, zircon, pyrite, rutile;uraninite (pitchblende), coffinite, brannerite, zircon;quartz, muscovite (sericite);Lower Proterozoic;;;;quartz-pebble conglomerate;Matinenda Formation: Ryan Member;diabase dikes, quartzite;;;90 percent of the REE is carried by the monazite.;"Cochrane and others (2007); Ontario Geological Survey (2014); Harben and Bates (1990); Jackson and Christiansen (1993); Mariano (1989); Möller (1989a); Roskill Information Services (1988); Watts (2012b); Workman and others (2013)";1953;;;Past byproduct producer;Past U producer with byproduct REO (Y dominated).;1974–1976;Jackson and Christiansen (1993);It is reported that 0.101 Mt TREO were produced from 1974–1976.;105.681 exploitable;0.0108 exploitable;0.01;;;;;;;;;;1989;Jackson and Christiansen (1993);Not compliant;See Teasdale for more up-to-date information.;North America +1206;1087;Émilie; ; ; ;site(?); ;Canada;Québec;49.4;-76.5;Very general estimated location.;carbonatite;narrow carbonatite dikes; ;REE; ; ; ; ;Showing; ;;;;;;;;carbonatite(?);Grevet carbonatite;;;GéoMéga Resources Inc.;;"Kraws and Goldfarb (2012); Houle and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1207;1344;Encantada-Buena Vista area; ; ; ;district or area;F producer;Mexico;Coahuila;28.5;-102.5; ;fluorite deposit; ; ;F, Sr, REE; ; ; ; ;Showing; ;;fluorite;;;;;;limestone, shale;;;;;;U.S. Geological Survey (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1208;1328;Ewarton; ; ; ;district or area; ;Jamaica;Saint Catherine;18.1843;-77.0555; ;bauxite tailings; ; ;Fe, Al, REE; ; ; ;TREE>1800 ppm (exclusive of Y);Occurrence; ;;;;;;;;;;;;Alcan;;"U.S. Geological Survey (2012); Wagh and Pinnock (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1209;1089;Falcon Point;Way Lake;includes Bone Lake, EWA, Falcon Point North and South, Fraser Lakes, Hook Lake, JNR, Nob Hill, North, T-Bone, Walker Lake, Way Lake, West Way, Yurchison Lake; ;district or area;project;Canada;Saskatchewan;57.1132;-104.8514; ;"other igneous deposit; uranium deposit";"pegmatite, ""Rössing type"" uranium"; ;U, Th, REE, Cu, Mo, Ni; ; ; ; ;Deposit; ;monazite;uraninite, uranothorite, thorianite, molybdenite, chalcopyrite, pyrite, ilmenite, zircon, sphalerite, magnetite;garnet, fluorite, quartz, feldspar, biotite, muscovite (illite), dickite, kaolinite, chlorite;Paleoproterozoic;;"Archean; Late Paleoproterozoic";;"gneiss, granitoid; metasediment, granite";Paleoproterozoic Wollaston Group;;hydrothermal;Skyharbour Resources Ltd.;;"Armitage (2015); Skyharbour Resources Ltd. (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;See Fraser Lakes Zone B;North America +1210;1345;Fátima; ; ; ;district or area;F deposit;Mexico;Coahuila;28.55;-102.517; ;fluorite deposit; ; ;F, REE; ; ; ; ;Deposit(?); ;;fluorite, strontianite;calcite;Upper Oligocene(?);;;;limestone with associated rhyolite porphyry;;;;;;U.S. Geological Survey (2001);;;;Past producer(?);Small past producer of Sr and RE(?).;;;;;;;;;;;;;;;;;;;;North America +1211;1090;Felix; ; ;Blue River;site; ;Canada;British Columbia;52.1627;-118.9612;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1212;1091;Fig River;Fig River South; ; ;site(?); ;Canada;Newfoundland and Labrador;53.0873;-63.1454; ;metamorphic(?); ; ;REE, Zr; ; ; ; ;Showing; ;;;;;;Paleoproterozoic(?);;gneiss;;;;;;"Kerr and Rafuse (2011); Newfoundland and Labrador Geological Survey (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1213;1092;Fir;AZ - 1; ; ;intrusion or complex; ;Canada;British Columbia;52.3108;-119.1733; ;carbonatite;carbonatite-hosted deposits; ;Nb, Ta, P, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"British Columbia Geological Survey (2014); Kulla and Hardy (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1214;1093;Flowers River;Nukliavik; ; ;intrusion or complex; ;Canada;Newfoundland and Labrador;55.5667;-61.0667; ;alkaline igneous; ; ;REE, Nb, Zr;"HREE 67% of total REE; Y dominant"; ; ; ;Occurrence; ;monazite, astrophyllite, fergusonite;fluorite, zircon, aenigmatite;aegirine, calcite, biotite, quartz;;;;1262 ± 7 Ma (Rb-Sr);peralkaline granite;Nukliavik volcanics;;;Rare Element Resources Ltd. (2011);1.1% REE (does not seem to include yttrium).;"Industrial Minerals (2010); Kerr (2011); Kerr and Rafuse (2011); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1215;1094;Forster; ; ; ;district or area; ;Canada;British Columbia;50.65;-116.3928; ;alluvial placer;surficial placers; ;U, Nb, REE, Th; ; ; ; ;Showing; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1216;1418;Fortymile; ; ; ;district or area; ;United States;Alaska;64.333;-142; ;alluvial placer; ; ;Au, Sn Pb, W, Hg, REE; ; ; ; ;Showing; ;;native gold;;;;;;stream and bench sediments;;;;;;Nokleberg and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1217;1095;Fox Harbour; ; ; ;site; ;Canada;Newfoundland and Labrador;52.3556;-55.6514; ;metamorphic(?); ; ;Zr, REE, Th, Hf, U; ; ; ; ;Occurrence(?); ;;;;;;Paleoproterozoic;;mylonite;;;;;;Kerr and Rafuse (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1218;1097;Francon Quarry - Orleans;Eastview; ; ;site; ;Canada;Québec;45.640337;-73.680764; ;carbonatite; ; ;P, REE, Nb, Mo, Sr; ; ; ; ;Occurrence; ;;apatite;phlogopite, dolomite;Lower Cretaceous;;;;limestone;;;;;Carbonatite dikes in limestone have high concentrations of La, Ce, Nb, Mo and Sr.;Woolley (1987);;Five diamond drill holes in 2015.;;No production;;;;;;;;;;;;;;;;;;;;;North America +1219;1098;Fraser Lakes zone B; ; ;Fraser Lakes, Way Lake (Falcon Point) project;intrusion or complex(?); ;Canada;Saskatchewan;57.0486;-104.9308; ;other igneous deposit;"pegmatite, ""Rössing type"" uranium"; ;REE, U, Th; ; ; ; ;Deposit; ;monazite;uraninite, uranothorite, thorianite, molybdenite, chalcopyrite, pyrite, ilmenite, zircon;quartz, feldspar, biotite, garnet, fluorite;Paleoproterozoic;;"Archean; Late Paleoproterozoic";1850-1780 Ma (U-Pb);"gneiss, granitoid; metasediment, granite";;;hydrothermal;Skyharbour Resources Ltd.;"Mineralization is within a highly tectonized contact between Archean granitoid and Wollaston Group pelitic metasediments; over 70 mineralized outcrops identified.";"Armitage and Sexton (2012); Normand (2014)";2008;;;No production;;;;;10.355 inferred;;;0.003% La2O3, 0.006% Ce2O3, 0.007% Y2O3, 0.001% Yb2O3;;;;;;;;0.03% U3O8;;Armitage and Sexton (2012);NI 43-101 compliant;Cutoff is 0.01% U3O8.;North America +1220;1099;Frisby Ridge; ; ; ;intrusion or complex; ;Canada;British Columbia;51.159;-118.29; ;carbonatite; ; ;REE, Nb; ; ; ; ;Showing; ;;;;;;;;carbonatite;;;;Silver Fields Resources Inc.;Carbonatite sill or lens is 2-5 m thick and associated with sedex-style Ag-Pb-Zn mineralization.;Silver Fields Resources Inc. (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1221;1420;Gallinas Mountains; ; ; ;intrusion or complex; ;United States;New Mexico;34.2092;-105.7518; ;fluorite deposit; ; ;F, REE; ; ; ; ;Deposit;small deposit;bastnäsite;fluorite, galena, malachite, Cu-sulfides, pyrite;quartz, clay;Permian;;;;sandstone;;;;Strategic Resources Inc.;Bastnäsite concentrate was reported to be produced in the 1950's from Cu-F veins and breccia fillings probably associated with alkalic trachyte.;"Castor (1994); DeMark (1980); Gieré (1996); Jackson and Christiansen (1993); Long and others (2010); Möller (1989a)";~1885;;;Past producer;Very small past producer.;1954–1955;Jackson and Christiansen (1993);First production reported in 1943. About 60 t bastnäsite reported produced 1954–1955.;0.046 exploitable;0.0014 exploitable;3.04;;;;;;;;;;1983;Jackson and Christiansen (1993);Not compliant;;North America +1222;1100;Gaspé Bay;Gaspé; ; ;site(?); ;Canada;Québec;49.1542;-65.1333; ;bauxite; ; ;Al, REE; ; ; ; ;Showing; ;;;;;;;;;;;;Brookemont Capital;;"Bergeron and others (2015); Zinck (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1223;1101;Gatineau;Meach Lake; ; ;site(?); ;Canada;Québec;45.554;-75.721; ;other igneous deposit;pegmatite; ;REE, U; ;2.21% Ce, 0.94% La, and 0.89% Nd reported; ;up to 4.06% TREE reported;Showing; ;;pyrochlore, uraninite;arfvedsonite;;;;;;;;;Critical Elements Corporation;;"Critical Elements Corporation (2011a); Houle and others (2011); Rose (1960)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1224;1421;Gay and South Forty; ; ; ;site; ;United States;Idaho;43.05;-112.117; ;phosphorite; ; ;P, V, U, REE; ; ; ; ;Deposit; ;monazite;carbonate-rich apatite (collophane), vanadinite, uraninite, pyrite;clay;Permian;;;;mudstone;;;;;Approximately 0.1% REE in P ore.;Jackson and Christiansen (1993);1946;;;Past byproduct producer(?);;1946–1982;Jackson and Christiansen (1993);"39.959 Mt phosphate ore produced; unclear if REE ever produced as byproduct.";18 exploitable;;;;;;;;;0.018 exploitable;0.1;;1989;Jackson and Christiansen (1993);Not compliant;;North America +1225;1422;Gem Park; ; ; ;intrusion or complex; ;United States;Colorado;38.266;-105.553;In Wet Mountains.;carbonatite;carbonatite dikes; ;Nb, Th, Cu, REE, Ni, Ag; ; ; ; ;Occurrence; ;fersmite, ancylite, monazite;apatite, strontianite, vermiculite, barite, magnetite, lueshite, natroniobite, thorianite;dolomite, calcite, aegirine, phlogopite;;;Neoproterozoic;551 Ma (K-Ar, riebeckite, fenite);gabbro, pyroxenite, tuff;;;;;Concentrations of Th, REE, Cu, P, and vermiculite have not been fully appraised.;"Long and others (2010); Mariano (1989); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1226;1423;Geoduck; ; ;Bokan Mountain;site; ;United States;Alaska;54.8887;-132.0853;In Bokan Mountain area.;alkaline igneous;peralkaline granite;dikes, veins, veinlets;U, Th, REE, Nb, Be, Zr, Pb, Sn, Sr, Ta; ; ; ; ;Occurrence; ;allanite(?);pyrite, fluorite;feldspar, quartz, chlorite, epidote;;;Jurassic;151–191 Ma;quartz monzonite, quartz diorite;Bokan Mountain complex;;albitization(?), chloritization(?);;Occurrences are related to a system of andesite dikes that strike N40–50 degrees W with steep to vertical dips.;Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1227;1102;Girard; ; ; ;district or area; ;Canada;Québec;47.988;-78.344; ;unclassified; ; ;U, REE;soil geochemistry has found >100 ppm for Er, Dy, and Yb; ; ; ;Showing; ;;;;;;;;;;;;Montero Mining and Exploration;;Montero Mining & Exploration (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1228;1103;Goéland; ; ;Montviel;district or area; ;Canada;Québec;49.8008;-76.6069; ;carbonatite; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;carbonatite;;;;Canada Rare Earths;;Canada Strategic Metals (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1229;1425;Gold Bench; ; ; ;site;historic Au mine;United States;Alaska;66.981;-150.6367; ;alluvial placer; ; ;Au, Bi(?), Cu, Hg, Pb, REE, Sn, Th, Ti, U; ; ; ; ;Showing; ;monazite;gold, magnetite, chalcopyrite, cinnabar, rutile, cassiterite, scheelite, uranothorianite, galena, bismuthinite(?);garnet, hematite, magnetite, titanite, pyrite;Quaternary;;;;bench gravel;;;;;Bench is largely mined out.;Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1230;1426;Gold Fork-Little Valley; ; ; ;district or area;historic Au placer;United States;Idaho;44.683;-115.967;In Valley County on South Fork Koyukuk River.;alluvial placer; ; ;Au, Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;"native gold, ilmenite, zircon, garnet, magnetite; minor titanite";quartz;Pleistocene;;;;fluvial sand;;;;;;"Anstett (1986); Jackson and Christiansen (1993); Overstreet (1967)";1880's;;;No production;;;;;296.3 exploitable;0.029 exploitable;0.0098;;;;;;;0.046 exploitable;0.0155;;1981;Jackson and Christiansen (1993);Not compliant;;North America +1231;1427;Gold Hill Area and White Signal District; ; ; ;district or area; ;United States;New Mexico;32.454;-108.50603; ;other igneous deposit;pegmatites; ;REE, Th; ; ; ; ;Occurrence; ;euxenite-(Y), allanite, samarskite;;quartz, muscovite, microcline;Proterozoic;;;;granite;Burro Mountain granite;;;;;Long and others (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1232;1428;Good Earth; ; ; ;district or area; ;United States;Arizona;33.2526;-112.656; ;alluvial placer; ; ;REE, Nb; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;U.S. Geological Survey (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1233;1429;Goodrich; ; ; ;site(?); ;United States;Michigan;46.4333;-87.6167; ;unclassified; ; ;Th, REE; ; ; ; ;Showing; ;monazite;;;;;;;quartzite;;;;;;"Data Metallogenica (2012); Goad (1990); Spence (1930)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1234;1105;Grande-Vallée; ; ; ;district or area; ;Canada;Québec;49.0966;-65.2894; ;supergene(?);aluminous clay; ;Al, REE; ; ; ; ;Deposit; ;;;;;;;;;;;;Orbite Aluminae Inc. (2012);Orbite plans to produce separated HREE by 2014.;"Bergeron and others (2015); Syrett (2012e)";;;;No production;;;;Production planned to start in 2014.;70;;;;;;;;;;;;;Syrett (2012e);Not known;;North America +1235;1431;Green Cove Springs; ; ; ;district or area; ;United States;Florida;29.7553;-81.9969; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, magnetite, (leucoxene), zircon, staurolite, minor garnet;epidote, quartz;Pleistocene;;;;sand;;;;RGC (USA) Minerals Sands Inc.;;"Anstett (1986); Hedrick (1996); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Towner (1992); Towner and others (1988)";1950's;;;Past byproduct producer;"Active mine (1999); Past byproduct monazite producer.";;Jackson and Christiansen (1993);An estimated 1000 t monazite produced in 1989.;110.1 exploitable;0.005 exploitable;0.0045;;;;;;;0.008 exploitable;0.0073;;1989;Jackson and Christiansen (1993);Not compliant;;North America +1236;1107;Guano;Guano-Guayes, White, PS; ; ;site; ;Canada;Yukon Territory;61.4911;-132.4156; ;carbonatite;carbonatite, skarn; ;REE, Nb, U, Th; ; ; ;grab samples assayed as much as 5.5% REE;Occurrence; ;zircon;fluorite, zircon;serpentine, actinolite, tremolite, vesuvianite;;;Mississippian(?);;skarn, melagranite, syenite;;Silurian–Devonian carbonate rock;;;About 1% TREE in dike rocks.;"Canada Department of Indian and Northern Affairs (1981); Chronic and Godwin (1981); Yukon Geological Survey (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1237;1108;Gum Creek; ; ; ;site; ;Canada;British Columbia;52.2961;-119.1324;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1238;1432;Hall Mountain; ; ; ;district or area;historic Th mine;United States;Idaho;48.98584;-116.41887; ;other igneous deposit; ; ;Au, Zr, REE;0.026% Y2O3; ; ; ;Deposit(?);small deposit;monazite, allanite;native gold, zircon, apatite, hematite, thorite, magnetite;quartz;;;;;quartzite;;;;;Thorium Mining ceased in the 1940's.;"Jackson and Christiansen (1993); Long and others (2010)";1930's;;;No production;;;;;0.071 exploitable;;;;;;;;;;;;1983;Jackson and Christiansen (1993);Not compliant;;North America +1239;1109;Hara 4; ; ; ;site; ;Canada;Saskatchewan;59.1084;-102.1761; ;unclassified; ; ;REE, Mo, Th, U; ; ; ; ;Showing; ;;;;;;;;;;;;;Sample from boulder of unspecified composition.;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1240;1110;Hara 5; ; ; ;district or area; ;Canada;Saskatchewan;59.20476;-102.0332; ;unclassified;"granite-hosted REE-Th-Mo-U; metasedimentary-hosted U-REE-Mo"; ;REE, Mo, Th, U; ; ; ; ;Showing; ;;;;;;;;granite, granitic gneiss;;;;;;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1241;1111;Hara 6; ; ; ;site; ;Canada;Saskatchewan;58.9861;-102.1208; ;other igneous deposit;granite-hosted REE-Th; ;REE, Th; ; ; ; ;Showing; ;;;;;;;;granite;;;;;Sample from granite boulder contained >26,000 ppm TREE.;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1242;1112;Hazleton Lake; ; ; ;site(?); ;Canada;Saskatchewan;59.8;-109.8999;Occurrence is on southeast shore of lake.;other igneous deposit;pegmatite; ;REE, Ta, Nb; ; ; ; ;Showing; ;euxenite-(Y), polycrase-(Y);pyrochlore, microlite;;;;;;;;;;;;Saskatchewan Geological Survey (2014);1958(?);;;No production;;;;;;;;;;;;;;;;;;;;;North America +1243;1435;Henry; ; ; ;site; ;United States;Idaho;42.883;-111.467; ;phosphorite; ; ;P, V, U, REE; ; ; ; ;Deposit(?); ;monazite;carbonate-rich apatite (collophane), vanadinite, uraninite, pyrite;clay;Permian;;;;mudstone;;;;;Approximately 0.12% REE in P ore.;Jackson and Christiansen (1993);;;;Past byproduct producer(?);;;;Phosphate ore first produced in 1969.;0.847 exploitable;;;;;;;;;0.0016 exploitable;0.189;;1989;Jackson and Christiansen (1993);Not compliant;;North America +1244;1436;Hicks Dome; ; ; ;intrusion or complex; ;United States;Illinois;37.53131;-88.36873; ;carbonatite; ; ;F, REE, Th, Nb; ; ; ; ;Deposit; ;brockite, florencite, xenotime, bastnäsite, churchite, cheralite;fluorite, thorite, barite, apatite, sphalerite, galena, hematite, bertrandite;calcite, quartz, dolomite, biotite, albite, pyroxene;;;;252 ± 13 Ma, 269 ± 13 Ma (K-Ar, biotite, mica peridotite);intrusive carbonatitic and other breccias, ultramafic dike;;;;;Ore contains 0.42% REO and 0.15% ThO2.;"Bradbury and Baxter (1992); Jackson and Christiansen (1993); Long and others (2010); Mariano and Mariano (2012b); Woolley (1987)";1954;;;No production;;;;;14.7;0.062;0.42;;;;;;;;;;1978;Jackson and Christiansen (1993);Not compliant;;North America +1245;1438;Hilton Head Island; ; ; ;district or area; ;United States;South Carolina;32.2;-80.733; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, magnetite, garnet;quartz, clay, staurolite;;;;;dune and beach sand;;;;;Mining unlikely, resort area.;Jackson and Christiansen (1993);1954;;;No production;;;;;759.3 exploitable;;;;;;;;;0.061 exploitable;0.008;;1983;Jackson and Christiansen (1993);Not compliant;;North America +1246;1113;Hiren; ;Hiren 2, Hiren 3, Hiren 6, Hiren 7; ;site(?); ;Canada;British Columbia;51.088;-118.338; ;alkaline igneous(?); ; ;REE, Nb; ; ; ; ;Showing; ;;fluorapatite, pyrochlore;calcite, phlogopite, albite;;;;;;;;;Zimtu Capital Corp,, Cazador Resources Ltd. / Cathro Resources Corp.;;Brown (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1247;1114;Hodgie Zone; ; ; ;site; ;Canada;British Columbia;52.2871;-119.1406;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1248;1439;Hogatza;Bear Creek; ; ;district or area;historic Au mine;United States;Alaska;66.1889;-155.7104; ;alluvial placer; ; ;Au, REE; ; ; ; ;Showing; ;;gold;;;;Pleistocene–Holocene;;glacial sediment;;;;;;"Barker (1991a); U.S. Geological Survey (2012)";;;dredge;No production;;;;;;;;;;;;;;;;;;;;;North America +1249;1115;Hoidas Lake; ; ; ;intrusion or complex; ;Canada;Saskatchewan;59.9389;-107.8; ;other igneous deposit;allanite in veins, skarn;veins;REE; ;Ce + La + Nd = ~80% TREO; ; ;Deposit; ;apatite, allanite, chevkinite, monazite, REE-carbonates;apatite;feldspar, pyroxene;;;;;;;;;Great Western Minerals Group (2011);Veins are associated with the Hoidas-Nisikkatch Fault Zone.;"Clarke (2012); Dunn (2009); Hedrick (2010); Saskatchewan Geological Survey (2014); Walters and Lusty (2011); Watts (2012b); Industrial Minerals (2006d)";1950;;;No production;Under development (2011).;;;Production planned to start in 2015–2016.;2.85 measured + indicated + inferred;;2 measured + indicated + inferred;;1.5;;;;;;;;;Dunn (2009);NI 43-101 compliant;;North America +1250;1116;Hoidas Lake North;JAK 1, 2; ;Nisikkatch-Hoidas Lakes;intrusion or complex(?); ;Canada;Saskatchewan;59.9556;-107.8056; ;other igneous deposit;pegmatite/shear zone veins; ;REE; ; ; ; ;Occurrence; ;"allanite; rare monazite, bastnäsite, chevkinite";apatite, titanite;feldspar, quartz, amphibole, pyroxene;;;;;;;;;Great Western Gold Corp. (2001);;"Normand and McEwan (2009); Saskatchewan Geological Survey (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1251;1117;Hoidas Lake South;JAK; ;Nisikkatch-Hoidas Lakes;intrusion or complex(?); ;Canada;Saskatchewan;59.9149;-107.8341; ;other igneous deposit;pegmatite/shear zone veins; ;REE, Th; ; ; ; ;Occurrence; ;allanite, apatite;apatite, hyalophane;feldspar, pyroxene, amphibole;;;;;plutonic rocks;;;;Great Western Minerals Group (2000);;"Normand (2014); Normand and McEwan (2009); Saskatchewan Geological Survey (2014)";1950;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1252;1440;Honey Comb Hills; ; ; ;site(?); ;United States;Utah;39.711;-113.579; ;alkaline igneous;mineralized alkalic rhyolite dome; ;REE, Be, Rb, Li; ; ; ; ;Showing; ;;;;;;;;rhyolite tuff, breccia;;;;Redhill Resources Corp.;;Weicker and Clark (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1253;1118;Hook Lake; ; ; ;site(?); ;Canada;Manitoba;59.0602;-102.0017; ;other igneous deposit;granite-hosted REE; ;REE, Th; ; ; ; ;Showing; ;;uraninite (pitchblende);;;;;;granite;;;;;;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1254;1441;Horse Creek; ; ; ;district or area; ;United States;South Carolina;33.5;-81.9;"In Aiken County; includes Hollow (Holley) Creek and other drainages.";alluvial placer; ; ;Ti, Zr, Au, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, rutile, zircon, native gold, corundum, magnetite, staurolite;quartz, clay;"Cenozoic; Cretaceous";;;;fluvial sand, sediment;Tuscaloosa Formation;;;;Flood plain. Reconcentration of heavy minerals from Tuscaloosa Formation.;"Cocker (1998); Jackson and Christiansen (1993); Mertie (1975)";;;;Past producer;Past producer of monazite.;;;;19;;0.026;;;;;;;;0.041;;1983;Jackson and Christiansen (1993);Not compliant;;North America +1255;1442;Hot Springs; ; ; ;district or area; ;United States;Alaska;65.167;-151; ;alluvial placer; ; ;Au, Sn, REE, Cr; ; ; ; ;Occurrence; ;;native gold, cassiterite, chromite;;;;;;;;;;;Buried bench gravels.;Nokleberg and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1256;1119;Hotish Uranium; ; ; ;district or area; ;Canada;Québec;51.9333;-72.4396; ;unclassified; ; ;U, REE; ; ; ;grab samples contained up to 0.46% REE;Showing; ;;;;;;;;;;;;Dios Exploration Inc.;;Dios Exploration Inc. (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1257;1120;Howard Creek;Top; ; ;intrusion or complex; ;Canada;British Columbia;52.3875;-118.8892; ;carbonatite;carbonatite-hosted deposits; ;Sr, P, Ta, REE; ;La, Ce, Nd; ; ;Showing; ;;;;;;;;carbonatite, urtite, ijolite, nepheline syenite, amphibolite;;;;;;"British Columbia Geological Survey (2014); Kulla and Hardy (2015); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1258;1121;Hunters Point;Coconut Club; ; ;district or area(?); ;Canada;Québec;46.9965;-78.5969; ;unclassified; ; ;U, Au, REE, Th;Five surface samples showed an average of 0.78% HREE.;Five surface samples showed an average of 15.33% LREE.; ; ;Showing; ;;;;;;;;quartzo-feldspathic gneiss;;;;Globex Mining Enterprises Inc.;;"Globex Mining Enterprises Inc. (2010); Globex Mining Enterprises Inc. (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1259;1443;Husky; ; ; ;site; ;United States;Idaho;42.7;-111.25; ;phosphorite; ; ;P, V, U, REE; ; ; ; ;Deposit; ;monazite;carbonate-rich apatite (collophane), vanadinite, uraninite, pyrite;clay;Permian;;;;mudstone;;;;;Approximately 0.1% REE in P ore.;Jackson and Christiansen (1993);;;;No production;;;;;23 exploitable;;;;;;;;;0.037 exploitable;0.16;;1989;Jackson and Christiansen (1993);Not compliant;;North America +1260;1122;Hybla pegmatite; ;includes McDonald and Woodcox pegmatite mines; ;district or area;pegmatite field;Canada;Ontario;45.1667;-77.85; ;other igneous deposit; ; ;FLD, REE, Zr, U, Th, FLD; ; ; ; ;Occurrence(?); ;allanite, calciosamarskite;apatite, hatchettolite, columbite, fluorite, microcline (amazonite), titanite, uranothorite, zircon, magnetite, pyrite;quartz, feldspar, (hornblende), garnet;;;;;;;;;;;"Goad (1990); Spence (1930)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1261;1444;I and L;I and L Nos. 3–5; ;Bokan Mountain;site; ;United States;Alaska;54.913;-132.1345;In Bokan Mountain area.;alkaline igneous;peralkaline granite;dikes;REE, U, Th, Nb, Zr; ; ; ; ;Occurrence; ;thalenite, bastnäsite, allanite, aeschynite, euxenite-polycrase, fergusonite, monazite, parisite, samarskite, synchysite, tengerite-(Y), xenotime;brannerite, uraninite, euxenite-polycrase, columbite-tantalite, fluorite, galena, phenakite, pyrite, sphalerite, thorite, uranothorite, zircon;albite, quartz;Jurassic;;Jurassic;;peralkaline granite;Bokan Mountain complex;;albitization, chloritization, argillization;;This occurrence is sometimes considered to be the northwest end of the Dodson Dike.;Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1262;1123;Ice River; ; ; ;intrusion or complex(?); ;Canada;British Columbia;51.1798;-116.3884; ;carbonatite(?); ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;Eagle Plains Resources Ltd., Waterloo Resources Ltd.;;"Eagle Plains Resources Ltd. (2016); Pell (1994)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1263;1124;Iceberg; ; ; ;site; ;Canada;Newfoundland and Labrador;52.0365;-55.7981;In Labrador.;other igneous deposit;magmatic-hydrothermal, pegmatite; ;REE, Zr, Nb; ; ; ; ;Showing; ;allanite, fergusonite;zircon;;;;;;;;;;;;Newfoundland and Labrador Geological Survey (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1264;1446;Iditarod; ; ; ;district or area; ;United States;Alaska;62.5;-158.5; ;alluvial placer; ; ;Au, Cr, W, Sn, REE; ; ; ; ;Occurrence; ;;native gold, chromite, scheelite, cassiterite, arsenopyrite, Nb-bearing rutile, cinnabar;;;;;;;;;;;;Nokleberg and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1265;1447;Indian Creek; ; ; ;district or area; ;United States;Idaho;45.417;-114.167; ;metamorphic; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Anderson (1958);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1266;1125;IRC; ; ;Rocky Mountain rare earths project;site(?); ;Canada;British Columbia;51.176;-116.346; ;alkaline igneous; ; ;REE, Nb; ; ; ;three rock samples contained >0.20% TREO;Showing; ;;;zeolite;;;;;syenite;;;;Zimtu Capital Corp,, Cazador Resources Ltd. / Cathro Resources Corp.;;Critical Elements Corporation (2016);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1267;1448;Iron Hill;Powderhorn, Cebolla Creek, Goose Creek, Rudolph Hill; ; ;intrusion or complex; ;United States;Colorado;38.25319;-107.05328; ;carbonatite; ;veins, stockwork;Ti, Fe, Nb, REE, VRM, Zr, Ba, V, U; ; ;LREE>HREE; ;Deposit; ;bastnäsite, monazite, synchysite, parisite, apatite, pyrochlore;perovskite, ilmenite, rutile, zircon, pyrochlore, apatite, vermiculite, titanite, (leucoxene), magnetite, fluorapatite, fluorite, thorite, pyrite;phlogopite, biotite, feldspar, augite;Neoproterozoic;;Neoproterozoic;;pyroxenite, uncompahgrite, ijolite, nepheline syenite, carbonatite;;;;U.S. Rare Earths Inc.;;"Anstett (1986); Castor (1994); Jackson and Christiansen (1993); Long and others (2010); Möller (1989a); Pell (1996); Singer (1998); Thompson (1990); Van Gosen (2007); Weng and others (2015); Woolley (1987)";1880's;;;No production;;;;;"1) 36.3; 2) 655.6; 4) 2424";"2) 2.603; 3) 9.696; 4) 9.7";"1) 0.01; 2) 0.397; 3) 0.40; 4) 0.4";;;;;;;;;;2) 1989;"1) Singer (1998); 2) Jackson and Christiansen (1993); 3) Staatz and others (1979); 4) Weng and others (2015)";Not compliant;;North America +1268;1126;Iskwatam; ; ; ;site; ;Canada;Saskatchewan;55.5736;-103.0903; ;other igneous deposit;pegmatite-hosted; ;REE; ; ; ; ;Showing; ;allanite;;quartz;;;;;;;;;;Allanite is jet black and lustrous.;"Saskatchewan Geological Survey (2014); Normand and McEwan (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1269;1127;J6L1; ; ; ;site(?); ;Canada;Québec;50.433;-67.038; ;unclassified; ; ;Nb, Ta, Zr, REE;1.08% Y reported;0.455% La reported; ; ;Showing; ;;;;;;;;;;;;Critical Elements Corporation;;Critical Elements Corporation (2011a);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1270;1128;Jahala Lake; ;includes North Jahala; ;site; ;Canada;Saskatchewan;55.2011;-104.262; ;other igneous deposit;pegmatite; ;U, Cu, REE, Zr, Nb; ; ; ; ;Showing; ;monazite, xenotime, allanite;uraninite, zircon, magnetite, coffinite, curite, kasolite, uranophane, pyrite, chalcopyrite;biotite, zoisite, goethite;;;;;quartzofeldspathic metasediments, gneiss, amphibolite;granite;;;;Monazite crystals up to 1.3 cm reported.;"Normand (2014); Saskatchewan Geological Survey (2014); Saskatchewan Ministry of Energy and Resources (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1271;1129;Jake Lee; ; ; ;intrusion or complex(?); ;Canada;New Brunswick;45.2217;-66.6681; ;alkaline igneous; ; ;REE, Th, Zr, Nb(?); ; ; ; ;Showing; ;;;;;;Silurian;;granite;Jake Lee Mountain Granite;;;Cache Exploration Inc.;;"Cache Exploration Inc. (2013); MarketWired (2011b)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1272;1130;Kamloops; ; ; ;intrusion or complex(?); ;Canada;British Columbia;50.667;-120.067; ;alkaline igneous; ; ;REE, Cu; ; ; ; ;Occurrence; ;eudialyte;garnet, zircon, magnetite, pyrrhotite, chalcopyrite;microcline, cancrinite, albite, aegirine, hastingsite, nepheline, natrolite, quartz;;;;;syenite;;;;;Low grade Cu mineralization present.;Woolley (1987);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1273;1131;Kapuskasing;Cargill; ; ;site;Nb-P mine;Canada;Ontario;49.3011;-82.8079; ;carbonatite with residual enrichment;eluvial apatite; ;Nb, P, REE, CLY, Cu, Ni, VRM, SS; ; ; ; ;Occurrence; ;apatite;apatite, crandallite, vermiculite, baddeleyite, zircon, Ti-clinohumite, silica sand;dolomite, arfvedsonite, phlogopite, olivine, goethite;;;;1740 Ma (K-Ar, biotite);leached carbonatite, residium, dolomitic and sideritic carbonatite, sövite, rauhaugite, fenite;Cargill Alkaline Complex;pyroxenite, quartz diorite gneiss;;;Lake sediments overlying residium are Cretaceous in age.;"British Sulphur Corp. Ltd. (1987); Dawson and Currie (1984); Erdosh (1979); Mariano (1989); Mariano and Mariano (2012b); Ontario Geological Survey (2014); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1274;1132;Karen;ARCL; ; ;site; ;Canada;British Columbia;50.8417;-118.1081; ;unclassified; ; ;REE, Th; ; ; ; ;Showing; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1275;1133;Karpinka Lake REE 1; ;includes Karpinka Lake 1, 5, and 6; ;site; ;Canada;Saskatchewan;56.9083;-106.1296;Location is for Karpinka Lake 1.;sedimentary;glacial outwash; ;REE, Th, Ti, Zr; ; ; ; ;Showing; ;;;;;;;;glacial outwash;;;;;;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1276;1134;Karpinka Lake REE 2; ;includes Karpinka Lake 2, 3, and 4; ;site; ;Canada;Saskatchewan;56.8953;-106.1592;Location is for Karpinka Lake 2.;sedimentary;glacial outwash; ;REE, Th, Ti, Zr; ; ; ; ;Showing; ;;;;;;;;glacial outwash;;;;;;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1278;1137;Kellyn; ; ; ;site(?); ;Canada;Ontario;48.848;-86.914; ;unclassified; ; ;REE; ; ; ;up to 1.92% REE reported;Showing; ;;;;;;;;gabbroic rock;;;;;;Marketwired (2010b);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1279;1138;Ken's Mountain; ; ; ;site; ;Canada;Newfoundland and Labrador;48.3846;-53.9948; ;other igneous deposit(?); ; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;quartz, chlorite;;;Neoproterozoic;;felsic volcanic;;;propylitic;;;"Kerr and Rafuse (2011); Newfoundland and Labrador Geological Survey (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1281;1451;Kilolitna River; ; ; ;district or area; ;United States;Alaska;65.9526;-151.204; ;alluvial placer; ; ;REE, Sn; ; ; ; ;Occurrence; ;monazite, xenotime, yttroflourite;cassiterite, ilmenite, scheelite, wolframite (ferberite end-member), zircon;;;;;;;;;;;;U.S. Geological Survey (2008);;;;No production(?);;;;;;;;;;;;;;;;;;;;;North America +1282;1452;Kingman Pegmatite;Kingman Feldspar Mine; ; ;site;historic feldspar mine;United States;Arizona;35.2685;-114.0596; ;other igneous deposit;pegmatite; ;SIL, FLD, REE;HREE depleted; ; ; ;Deposit(?);small deposit;allanite, allanite-(Nd), bastnäsite, synchysite;microcline, quartz, thorogummite, magnetite, zircon, titanite, uraninite, apatite, hematite, ilmenite, rutile;muscovite;Precambrian;;Precambrian;;granite;;diabase, biotite gneiss;;;Pegmatite is HREE, F, and Nb depleted.;"Brown (2010); Heinrich (1960)";;;;Past byproduct producer;;1944;;20 t allanite were reportedly produced in 1944. Mine has produced >100,000 feldspar prior to 1960.;;;;;;;;;;;;;;;;;North America +1283;1141;Kipawa;Kipawa Lake, Zeus project; ; ;intrusion or complex;deposit;Canada;Québec;46.8042;-78.5002; ;alkaline igneous; ; ;Zr, REE, U;HREO is 36% of TREO; ; ; ;Deposit; ;eudialyte, mosandrite, britholite, gittinsite, miserite, apatite;fluorite, zircon, chondrodite, vlasovite, wöhlerite, gittinsite, hiortdahllite;nepheline, feldspar, agrellite, aegirine, biotite, phlogopite, albite, riebeckite, arfvedsonite, calcite, potassic feldspar;;;;"1240 Ma (complex); 995 Ma (min/alt)";peralkaline quartz syenite, amphibole schist;;;;Matamec Explorations, Toyotsu Rare Earth Canada;Mineralization probably resulted from high-grade metamorphism without obvious igneous relics. Geochemistry of some eudialyte-rich rocks strongly suggests metasomatic origin.;"Bergeron and others (2015); Castor (1994); Clarke (2012); Currie and Van Breemen (1996); Elliott (2012f); Knox and others (2009); Saucier and others (2012); Watts (2012b); Woolley (1987)";;;;No production;;;;;19.769 proven + probable;;0.4105;;;;;;;;;;;Bergeron and others (2015);NI 43-101 compliant;;North America +1284;1329;Kirkvine; ; ; ;district or area; ;Jamaica;Manchester;18.0727;-77.5021; ;bauxite tailings; ; ;Fe, Al, REE; ; ; ;TREE>1800 ppm (exclusive of Y);Occurrence; ;;;;;;;;;;;;Alcan;;"U.S. Geological Survey (2012); Wagh and Pinnock (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1286;1147;Kulyk Lake;Baska-Eldorado;includes Baska dike, Kulyk Lake pegmatites, El Dorado dike; ;district or area; ;Canada;Saskatchewan;56.6256;-105.4763; ;other igneous deposit;pegmatites, polymetallic vein-shear hosted;veins, pegmatites, dikes;REE, Th, U, Nb, Ta; ; ; ; ;Occurrence; ;monazite, xenotime, brannerite;brannerite, ilmenite, apatite, magnetite, hematite, limonite, zircon;;;;;;;;;;Canoe Mining Ventures Corp.;;"Eagle Plains Resources Ltd. (2010); Normand (2014); Saskatchewan Geological Survey (2014); Saskatchewan Ministry of Energy and Resources (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1287;1349;La Cueva Canon; ; ; ;site(?); ;Mexico;Coahuila;28.5419;-102.5671; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;U.S. Geological Survey (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1288;1455;La Paz; ; ; ;district or area; ;United States;Arizona;34.1147;-113.8297; ;metamorphic(?); ; ;REE;HREE are 19% of TREE; ; ; ;Occurrence; ;allanite;;quartz, epidote;;;;;gneiss;;;;AusAmerican Mining Corp.;;"Clarke (2012); Weng and others (2015)";2010;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1289;1154;Lacey Lake; ; ; ;intrusion or complex; ;Canada;Saskatchewan;54.9681;-104.2097; ;other igneous deposit;felsic-intrusion hosted; ;REE; ; ; ; ;Showing; ;allanite;;;;;;;granodiorite;Lacey Lake Granite;;;;;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1290;1149;Lac Henri; ; ; ;district or area; ;Canada;Québec;51.84;-70.43;In area of Otish Mountains.;metamorphic(?); ; ;REE, U; ; ; ; ;Showing; ;;;;;;Archean;;granitic gneiss, quartz-feldspar-biotite granite;;;;;;Marketwired (2011g);2009;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1291;1155;Lackner Lake; ;Nemegos, McVittie, Scott Vein, MacDonnell Vein, Multi Minerals Zone 6; ;intrusion or complex; ;Canada;Ontario;47.7853;-83.1276; ;alkaline igneous; ;breccia, massive, layered, dikes, veins;Fe, U, Nb, Ti, P, REE, Th; ; ; ; ;Deposit; ;pyrochlore;magnetite, apatite, fluorite, pyrochlore, pyrrhotite, chalcopyrite, siderite, sphalerite, arsenopyrite;aegirine-augite, nepheline, calcite, cancrinite, biotite, fayalite, zeolite, wollastonite, andradite (melanite);;;;"1170 ± 24 Ma (K-Ar, (hornblende), pegmatite); 1190 ± 25 Ma (K-Ar, riebeckite, quartz syenite)";nepheline syenite, ijolite, malignite, syenite, lamprophyre;Lackner Lake Complex;;;Multi-Minerals Ltd. (1982);;"British Sulphur Corp. Ltd. (1987); Harben and Kužvart (1996); Notholt and others (1990); Ontario Geological Survey (2014); Pell (1996); Sage and Watkinson (1991); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;"Zone 6: 4.8Mt**; 69.9% magnetite, 21.9% apatite, 2.72% REO* [*Grade of REO is for non-metallic fraction (which is over 90 volume percent apatite). **Other ore zones with no REE not included.]";North America +1292;1157;Lake Pythonga; ; ; ;district or area; ;Canada;Québec;46.4492;-76.22; ;other igneous deposit;pegmatites; ;REE; ; ; ; ;Showing; ;allanite;zircon, titanite, apatite, magnetite, ilmenite;feldspar, biotite, chlorite, muscovite, (hornblende), pyroxene, orthopyroxene;;;;;amphibolite, gneiss;;;;Cavan Ventures Inc.;;Ouellet (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1293;1159;Lancer;Dodex, Dodgex; ; ;site; ;Canada;Yukon Territory;61.487;-132.171; ;unclassified; ; ;Zr, Nb, REE, U; ; ; ; ;Occurrence; ;monazite-(Ce), bastnäsite-(Ce), parisite-(Ce), fergusonite-(Y);zircon, columbite-(Fe), columbite-(Mn), chalcopyrite, pyrite, arsenopyrite;quartz, dolomite, albite, ankerite, muscovite, calcite, pyroxene, dolomite;;;;;;;;;Yankee Hat Minerals;;"Canada Centre for Mineral and Energy Technology (1995); MarketWired (2008a)";1976;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1294;1351;Las Carmelas; ; ; ;site;historic F producer;Mexico;Coahuila;28.6836;-102.5004; ;fluorite deposit; ; ;F, REE, Sr; ; ; ; ;Showing; ;;fluorite;;;;;;limestone;;rhyolite;;;;U.S. Geological Survey (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1295;1457;Laughlin Peak Area; ; ; ;site(?); ;United States;New Mexico;36.58156;-104.22953; ;unclassified; ; ;REE, Nb, Th; ; ; ; ;Occurrence; ;allanite;;;;;;;;;;;;;"Long and others (2010); Staatz (1985)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1296;1160;Laura;Laura No. 2; ;Mt. Bisson;site; ;Canada;British Columbia;55.5219;-123.9408; ;other igneous deposit;rare element pegmatite—NYF family, skarn; ;Th, REE; ;La, Ce, Pr, Nd, Sm; ; ;Showing; ;allanite;magnetite, fluorapatite, titanite;(hornblende), diopside;;;;;biotite granite, pegmatite, skarn;Wolverine Range intrusive suite;;;;;"Breaks (2009); British Columbia Geological Survey (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1297;1161;Lavergne-Springer;Lavergne; ; ;intrusion or complex; ;Canada;Ontario;46.4433;-79.9433; ;carbonatite; ; ;REE, Th; ;Nd is 17% of indicated TREO and 15.6% of inferred TREO; ; ;Deposit; ;bastnäsite;chalcopyrite, pyrite, fluorite, hematite;;;;;;carbonatite;;syenite, granite;;Rare Earth Metals Inc.;;"Lismore (2012); Ontario Geological Survey (2014)";;;;No production;;;;;2) 4.167 indicated + 12.732 inferred;1) 4.167 indicated, 12.732 inferred;"1) 1.14 indicated, 1.16 inferred; 2) 1.14 indicated, 1.17 inferred";;"1) 0.9; 2) 0.9";;;;;;;;"1) 2012; 2) 2012";"1) Lismore (2012); 2) Ontario Geological Survey (2014)";Not known;;North America +1298;1458;Lemhi Pass; ; ; ;district or area; ;United States;Montana;44.93728;-113.46451; ;metamorphic;hydrothermal, carbonatite; ;Th, REE; ; ; ; ;Deposit; ;monazite-(Nd);thorite, rutile, pyrite;quartz, hematite;Cenozoic(?);;Proterozoic;;quartzite, other metasediments;;;;U.S. Rare Earths Inc.;;"Jackson and Christiansen (1993); Long and others (2010); Mariano and Mariano (2012b); Staatz (1979); Watts (2012b)";1949;;;No production;;;;;39.009 exploitable;0.199 exploitable;0.51;;;;;;;0.316 exploitable;0.81;;1989;Jackson and Christiansen (1993);Not compliant;;North America +1299;1459;Lemitar Mountains; ; ; ;intrusion or complex(?); ;United States;New Mexico;34.15398;-106.98623; ;carbonatite;carbonatite veins and dikes; ;REE; ; ; ; ;Occurrence; ;;zircon;;Ordovician;;;;;;;;;;Long and others (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1300;1163;Lempriere; ; ; ;intrusion or complex; ;Canada;British Columbia;52.4022;-119.1383; ;carbonatite;carbonatite-hosted deposits; ;Nb, Ta, P, U, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1301;1164;Letitia Lake - Mann 1; ; ; ;intrusion or complex(?); ;Canada;Newfoundland and Labrador;54.194;-62.415; ;alkaline igneous; ; ;REE, U, Nb;Y-rich; ; ; ;Occurrence; ;eudialyte;Mn-pectolite, aenigmatite, neptunite, pyrochlore, barylite, eudialyte, niobophyllite;albite, arfvedsonite, aegirine, pectolite, quartz;Middle Proterozoic;;;;peralkaline volcano-plutonic complex;;;;;Prospected as U and Be deposit. Average grades of 0.35–0.4% BeO proved in one zone.;"Castor (1994); Howse and Wardle (2002); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1302;1167;Little Chicago; ; ; ;site; ;Canada;British Columbia;52.3798;-118.9727;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1303;1460;Little Friar Mountain;Massie; ; ;district or area; ;United States;Virginia;37.767;-79.1; ;other igneous deposit(?); ; ;Zr, Ta, Nb, REE; ; ; ; ;Deposit; ;allanite, fergusonite;microcline, zircon, apatite, magnetite;quartz, feldspar, biotite, (hornblende), enstatite-ferrosilite;Precambrian;;;;enstatite-ferrosilite granite/granodiorite;;;;;Pegmatite dike in enstatite-ferrosilite granodiorite.;"Mitchell (1966); Pegau (1932); U.S. Geological Survey (2000)";;;;Past producer;Small past producer.;;;;;;;;;;;;;;;;;;;;North America +1304;1461;Llano; ;includes Williams Mine, Baringer Hill, other;Baringer Hill;district or area;pegmatite field;United States;Texas;30.668;-98.474; ;other igneous deposit; ; ;F, REE; ; ; ; ;Deposit; ;allanite, gadolinite, fergusonite, xenotime;fluorite;;Middle Proterozoic;;;;pegmatite;;;;;Several tons of pegmatite were mined prior to 1909.;"Mariano and Mariano (2012b); Möller (1989a)";;;;Past producer;Small past producer.;;;;;;;;;;;;;;;;;;;;North America +1305;1462;Long Valley; ; ; ;district or area; ;United States;Idaho;44.4771;-115.9943; ;alluvial placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, garnet, zircon;;;;;;;;;;;;Roskill Information Services (1988);;;;Past producer;Small past producer.;;Roskill Information Services (1988);Total production of 6,427 t monazite reported.;;;;;;;;;;;;;;;;;North America +1306;1168;Lonnie;Granite Creek; ; ;site; ;Canada;British Columbia;55.68;-124.3836; ;carbonatite;carbonatite-hosted deposits; ;Nb, Zr, Ti, U, Th, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;Rara Terra Minerals;;"American Manganese Inc. (2010); British Columbia Geological Survey (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1307;1330;Maggotty; ; ; ;district or area; ;Jamaica;Saint Elizabeth;18.1732;-77.7109;Estimated location.;bauxite tailings; ; ;Fe, Al, REE; ; ; ;TREE>2200 ppm (exclusive of Y);Occurrence; ;;;;;;;;;;;;Jamaican Government(?);;"U.S. Geological Survey (2012); Wagh and Pinnock (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1308;1463;Magnet Cove; ;Christy deposit; ;intrusion or complex; ;United States;Arkansas;34.45;-92.867; ;carbonatite with residual enrichment; ; ;Nb, V, Ti, Fe, Mo, REE; ; ; ; ;Occurrence; ;eudialyte, monazite;rutile, magnetite, apatite, perovskite, carbonate, monticellite, pyrite;feldspar, nepheline, olivine, garnet, aegirine, diopside, biotite, sodalite, analcime, (hornblende);;;Cretaceous;90-105 Ma (various);ijolite, melteigite, jacupirangite, pyroxenite, syenite, trachyte, carbonatite;;;;;;"Mariano (1989); Pell (1996); Richardson and Birkett (1996); Woolley (1987)";;;;No production;Past small production of rutile and magnetite.;;;;;;;;;;;;;;;;;;;;North America +1309;1175;Malbec; ; ;Red Wine;site; ;Canada;Newfoundland and Labrador;54.1248;-62.5165; ;alkaline igneous; ; ;REE, Nb, Zr; ; ; ; ;Occurrence; ;eudialyte;;nepheline;;;Mesoproterozoic;;syenite, pyroxenite;Red Wine intrusive suite;;;Search Minerals;;Newfoundland and Labrador Geological Survey (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1310;1176;Malloy Creek;Bugaboo; ; ;district or area; ;Canada;British Columbia;50.8306;-116.8786; ;alluvial placer;surficial placers; ;U, Nb, Th, REE, Ta;Y;Ce, La; ; ;Occurrence; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1311;1177;Maniwaki West; ; ; ;site(?); ;Canada;Québec;46.409;-76.189; ;other igneous deposit(?);pegmatitic masses; ;REE, Th; ; ; ; ;Showing; ;;;;;;;;;;;;Stelmine Canada Ltd.;;Bergeron and others (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1312;1178;Mann #1; ; ;Red Wine;site; ;Canada;Newfoundland and Labrador;54.2393;-62.3924; ;alkaline igneous; ; ;Be, Zr, Nb, REE; ; ; ; ;Occurrence; ;monazite, niobophyllite, pyrochlore, synchysite, bastnäsite;barylite, eudidymite, pyrochlore, niobophyllite;feldspar, pyroxene, amphibole;;;Mesoproterozoic;;quartz syenite;Red Wine intrusive suite;;;;Quartz syenite is sub-volcanic.;"Kerr and Rafuse (2011); Newfoundland and Labrador Geological Survey (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1313;1179;Mann #2; ; ;Red Wine;site; ;Canada;Newfoundland and Labrador;54.2212;-62.4682;5.6 km west of Mann #1.;alkaline igneous; ; ;Nb, Be, Th, Zn, REE; ; ; ; ;Showing; ;eudialyte, allanite;barylite, eudidymite;aegirine-augite, aenigmatite, biotite;;;Mesoproterozoic;;quartz syenite, arfvedsonite gneiss;;;;;Quartz syenite is sub-volcanic.;"Kerr and Rafuse (2011); Newfoundland and Labrador Geological Survey (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1314;1355;Mariana; ; ; ;site; ;Mexico;Chihuahua;30.8765;-106.1142; ;carbonatite; ; ;REE, Zn; ; ; ;average TREE reported as 1,600 ppm;Deposit;small deposit;;fluorite;calcite, hematite;;;;;carbonatite breccia;;granite porphyry;;Peñoles Mining Co.;;"Clark and Fitch (2013); Nandigam (2000); Servicio Geológico Mexicano (2014a); Servicio Geológico Mexicano (2015)";;;;No production;;;;;7.19 estimated;;;;;;;;;;;;;Nandigam (2000);Not compliant;Estimated grade of 0.14% TREE.;North America +1315;1180;Martison Lake; ; ; ;intrusion or complex; ;Canada;Ontario;50.3146;-83.414; ;carbonatite with residual enrichment; ; ;P, Ta, Nb, REE; ; ; ; ;Occurrence; ;apatite, florencite;apatite, pyrochlore, magnetite, carbonate-rich fluorapatite, pyrite;dolomite, calcite, phlogopite, biotite, Fe oxides, clay;;;;;carbonatite, fenite;Martison Lake Complex;;;MCK Mining Corp. (1999);Development hampered by lack of all-weather access. 100 km north of Hearst. Residium is a coarse gray apatite sand as much as 170 m thick.;"Canada Department of Energy, Mines, and Resources (1984); Guillet (1985); Jasinski (2000); Mariano (1989); Notholt and others (1989); Ontario Geological Survey (2014); Potapoff (1989)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1316;1181;MAW;Maw Zone, Williams Lake; ;Athabaska;district or area; ;Canada;Saskatchewan;57.4708;-105.4569; ;unclassified;unconformity U, hydrothermal REE, paleoplacer(?); ;U, REE, As, Co, Ni, Pb, Zn;Y + HREE; ; ; ;Showing; ;xenotime;uraninite (pitchblende), Ni arsenides and sulfates, chalcopyrite, pyrite, galena, sphalerite, apatite, hematite;muscovite (illite), limonite, tourmaline, quartz;;;"Proterozoic; Archean";;"sandstone; metasemipelites";;Archean granite gneiss;illitization, kaolinization, chloritization, pyritization, hydrothermal;Denison Mines Corp.;Mineralization occurs in both the faulted sandstone and in the underlying basement granite gneiss.;"Mariano and Mariano (2012b); Normand (2014); Saskatchewan Geological Survey (2014)";;;;No production;;;;;0.336 estimated;;;0.25% Y2O3;;;;;;;;;;Saskatchewan Geological Survey (1991);Not compliant;;North America +1317;1465;Maxville; ; ; ;district or area; ;United States;Florida;29.917;-81.75; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;quartz, staurolite;;;;;sand;;;;;Extension of Green Cove Springs deposit.;Jackson and Christiansen (1993);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1318;1466;Maybe Canyon;Maybie; ; ;site; ;United States;Idaho;42.75;-111.3; ;phosphorite; ; ;P, REE, V, U; ; ; ; ;Deposit(?); ;monazite;carbonate-rich apatite (collophane), vanadinite, uraninite, pyrite;clay;Permian;;;;mudstone;;;;;Approximately 0.1% REE in P ore.;Jackson and Christiansen (1993);;;;Past byproduct producer(?);;1966–1984;Jackson and Christiansen (1993);"21.148 Mt phosphate ore produced; unclear if REE ever extracted.";6.35 exploitable;;;;;;;;;0.010 exploitable;0.16;;1989;Jackson and Christiansen (1993);Not compliant;;North America +1319;1182;MC1;Myoff Creek; ; ;site; ;Canada;British Columbia;51.3497;-118.7333; ;carbonatite;carbonatite-hosted deposits; ;Nb, REE; ;Ce, La, Nd; ; ;Showing; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1320;1183;McArthur River; ; ; ;district or area; ;Canada;Saskatchewan;57.75;-106; ;uranium deposit;unconformity U; ;U, REE; ; ; ; ;Occurrence; ;uraninite, xenotime;;;;;;;;;;;;Y and HREE substitute in uraninite. Xenotime occurs in Athabasca Sandstone.;Fayek and Kyser (1997);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1321;1467;McGrath; ; ; ;district or area; ;United States;Alaska;62.75;-155; ;alluvial placer; ; ;Au, Hg, Bi, REE; ; ; ; ;Showing; ;monazite;native gold, cinnabar, bismuthinite, chromite, zircon, magnetite, pyrite, scheelite;;;;;;;;;;;;Nokleberg and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1322;1184;McKeel Lake;Browns Flat; ; ;district or area; ;Canada;New Brunswick;45.483;-66.168; ;other igneous deposit; ; ;REE, U, Zr, Nb; ; ; ; ;Occurrence; ;;apatite, fluorite, hematite, cassiterite, uraninite;chlorite;;;;;aplitic granite, syenite, alkali granite, granophyre;;;;;Veins in hematized and chloritized fractures.;New Brunswick Department of Natural Resources and Energy (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1323;1186;Megiscane Lake; ; ; ;intrusion or complex; ;Canada;Québec;48.567;-75.6; ;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;;magnetite, pyrite, apatite;biotite, pyroxene;;;;973 ± 36 Ma, 978 ± 40 Ma (K-Ar, biotite, (hornblende));;;;;;Spectrochemical analyses: 0.13% CeO and 0.13% LaO.;Woolley (1987);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1324;1187;Mélasse; ; ; ;site(?); ;Canada;Québec;46.329;-73.854; ;unclassified; ; ;REE; ;0.24–1.67% Ce, 0.12–0.94% La, 0.095–0.68% Nd reported; ;as much as 3.57% TREE reported;Showing(?); ;;;;;;;;;;;;Critical Elements Corporation;;Critical Elements Corporation (2011a);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1325;1189;Merlot; ; ;Red Wine;site; ;Canada;Newfoundland and Labrador;54.1339;-62.5409; ;alkaline igneous; ; ;REE, Nb, Zr; ; ; ; ;Occurrence; ;eudialyte;;nepheline;;;Mesoproterozoic;;syenite, pyroxenite;Red Wine intrusive suite;;;Search Minerals;;Newfoundland and Labrador Geological Survey (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1326;1190;Michelin #1; ; ;Red Wine;site; ;Canada;Newfoundland and Labrador;54.2396;-62.4599;In Labrador.;alkaline igneous; ; ;Nb, Th, REE; ; ; ; ;Occurrence; ;;;;;;Mesoproterozoic;;nepheline gneiss;Red Wine intrusive suite;;;;Quartz syenite is sub-volcanic.;"Kerr and Rafuse (2011); Newfoundland and Labrador Geological Survey (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1327;1191;Mike & Fox Claims; ; ; ;site; ;Canada;Nunavut;63.7136;-68.3322; ;unclassified; ; ;U, Th, REE; ; ; ; ;Showing; ;chevkinite;uraninite;;;;;;;;;;;;Nunavut Geoscience (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1328;1192;Mill; ; ; ;site; ;Canada;British Columbia;52.4181;-119.1469;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1329;1468;Mineral Hill District; ; ; ;district or area; ;United States;Idaho;45.467;-114.283; ;metamorphic; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Abbott (1954);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1330;1469;Mineral X; ; ; ;site; ;United States;Arizona;35.1211;-114.068; ;other igneous deposit; ; ;Nb, Ta, REE; ; ; ; ;Occurrence; ;fergusonite;;feldspar;;;;;;;;;;;"Phillips (1987); Parker (1963)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1331;1470;Mineville dumps; ; ; ;site; ;United States;New York;44.06403;-73.49239; ;iron oxide-apatite; ; ;Fe, REE; ; ; ; ;Occurrence; ;apatite, xenotime;magnetite, hematite;quartz, feldspar;Precambrian;;Precambrian;;gabbro, syenite;;;;Rhône-Poulenc;Apatite in mill tailings averages from 4 to more than 11% REO and is reported to contain xenotime. Magnetite-hematite orebody in metamorphic rocks.;"Castor (1994); Castor (2008); Jackson and Christiansen (1993); Mariano (1989); Möller (1989a)";;;;No production;;;;;15.672 exploitable;0.163 exploitable;1.04;;;;;;;;;;1983;Jackson and Christiansen (1993);Not compliant;;North America +1332;1193;Misery Lake; ; ; ;district or area; ;Canada;Québec;55.3334;-63.9042; ;unclassified; ; ;REE, Sc; ; ; ;up to 8.56% TREO reported in grab samples;Showing; ;;;;;;;;;;;;Quest Rare Minerals;;"Canadian Business Journal (2014); Bergeron and others (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1333;1194;Mona; ; ; ;site; ;Canada;British Columbia;52.283;-119.1717;Estimated location.;carbonatite; ; ;Nb, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1334;1196;Montviel; ; ; ;intrusion or complex; ;Canada;Québec;49.824545;-76.532823; ;carbonatite; ; ;Nb, REE; ; ; ; ;Deposit; ;monazite;pyrochlore;ankerite, dolomite, siderite, calcite, barytocalcite, strontianite, amphibole, biotite, apatite, Fe oxide, ilmenite;;;Paleoproterozoic;1894 Ma;;;;;GéoMégA Resources Inc.;;"Clarke (2012); Desharnais and Duplessis (2011); Elliott (2012c); Kraws and Goldfarb (2012); Yu and others (2013)";;;;No production;;;;Ferro magnetic separation and gravity/flotation planned for REE recovery.;183.9 indicated + 66.7 inferred;;1.45 indicated, 1.46 inferred;;1;;;;;;;;2011;Kraws and Goldfarb (2012);NI 43-101 compliant;;North America +1335;1471;Monumental Summit; ; ; ;site(?); ;United States;Idaho;44.9;-115.267; ;metamorphic; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Cater and others (1973);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1336;1197;Moose Creek;Bow; ; ;intrusion or complex; ;Canada;British Columbia;51.1944;-116.3511; ;carbonatite;carbonatite-hosted deposits; ;Fe, Ti, REE, Nb, Th; ; ; ; ;Occurrence; ;;magnetite;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1337;1198;Mount Bisson; ;includes Laura, Ursa, Will #1, Will #2, M12000 Road occurrences; ;district or area; ;Canada;British Columbia;55.5484;-123.9708; ;other igneous deposit;pegmatites, skarn; ;REE; ; ; ; ;Showing; ;;;;;;;;;Wolverine gneiss;;;Paget Minerals Corp. (2009);;Breaks (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1338;1199;Mount Copeland;Joan; ; ;district or area; ;Canada;British Columbia;51.1306;-118.4608; ;unclassified;unknown; ;Mo, REE, Zr;Y;Ce, La, Nd, Pr; ; ;Deposit; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;Past producer;;;;;;;;;;;;;;;;;;;;;North America +1339;1200;Mount Grace; ; ; ;intrusion or complex; ;Canada;British Columbia;51.4361;-118.8189; ;carbonatite;carbonatite-hosted deposits; ;Nb, REE; ;Ce, La, Nd; ; ;Showing; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1340;1472;Mount Prindle;Roy Creek; ; ;intrusion or complex(?); ;United States;Alaska;65.4616;-146.4733; ;alkaline igneous;hydrothermal; ;REE, U, Th; ; ; ; ;Occurrence; ;britholite, parisite, synchysite, allanite, bastnäsite, monazite, xenotime;thorianite, uraninite, thorite, fluorite, apatite, titanite, magnetite;nepheline, potassic feldspar, aegirine, augite, riebeckite, biotite, quartz;;;Upper Cretaceous;86.7 ± 3.6 Ma, 85.4 ± 6.4 Ma (K-Ar, biotite);syenite, nepheline syenite, pyroxenite;;;;;"Selected material contained as much as 25% REE and 15% Th; 5-10% REE by volume reported in drill core. LREE more abundant in the quartz-bearing syenites.";"Armbrustmacher (1989); Mariano (1989); Mariano and Mariano (2012b); Nokleberg and others (1996); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1341;1201;Mount St. Hilaire; ; ; ;intrusion or complex; ;Canada;Québec;45.55;-73.167; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;ancylite, leucophanite, eudialyte;magnetite, ilmenite, fluorite, strontianite, epididymite, catapleiite, låvenite, astrophyllite;quartz, aegirine, biotite, sodalite, nepheline, cancrinite, albite, natrolite(?);;;;120–134 Ma (various);breccias, nepheline syenite, anorthositic gabbro, jacupirangite, nepheline diorite and monzonite;;;;;;"Mariano (1989); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1342;1474;Mountain Fuel; ; ; ;site; ;United States;Idaho;42.65;-111.283; ;phosphorite; ; ;P, REE; ; ; ; ;Occurrence; ;monazite;carbonate-rich apatite (collophane), vanadinite, uraninite, pyrite;clay;Permian;;;;mudstone;;;;;Approximately 0.1% REE in P ore.;Jackson and Christiansen (1993);;;;Past byproduct producer(?);;1986–1989;Jackson and Christiansen (1993);4.074 Mt of phosphate ore produced.;5.432 exploitable;;;;;;;;;0.009 resource;0.166;;1989;Jackson and Christiansen (1993);Not compliant;;North America +1343;1475;Mountain Pass; ; ; ;site; ;United States;California;35.4794;-115.5334; ;carbonatite; ; ;REE; ; ; ; ;Deposit; ;bastnäsite, parisite, monazite, sahamalite-(Ce), allanite, cerite;barite, siderite, Sr-barite, Ba-celestine, titanite, magnetite, hematite, galena, pyrite, chalcopyrite, tetrahedrite, malachite, azurite, cerussite, wulfenite, fluorite, strontianite, apatite, thorite;calcite, dolomite, ankerite, quartz, crocidolite, chlorite, biotite, phlogopite, muscovite, talc, aegirine, goethite, aragonite;Mesoproterozoic;;Mesoproterozoic;1,375 ± 5 Ma (Th-Pb);carbonatite, sövite, breccia;Sulfide Queen carbonatite;;;Molycorp Inc. (2012);;"Bair and others (2012); Castor (1994); Gleason (2011); Jackson and Christiansen (1993); Mariano (1989); Möller (1989a); Molycorp Inc. (2012); Neary and Highley (1984); Olson and others (1954); Watts (2012b); Woolley (1987)";1949;;;Past producer;;1972–1989;Jackson and Christiansen (1993);0.293 Mt TREO reported produced from 1972–1989.;18.4 proven + probable;1.3 proven + probable;7.98;;5;;;;;;;;;Molycorp Inc. (2012);Not known;;North America +1344;1203;Mud Creek; ; ; ;site; ;Canada;British Columbia;52.1381;-119.1078;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1345;1204;Mud Lake;Mud; ;Blue River;district or area; ;Canada;British Columbia;52.1319;-119.1789; ;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;Carboniferous;328 ± 30 Ma (U-Pb, zircon);carbonatite, rauhaugite;Mud Lake/AEG carbonatite;;;Ultra Resources Corporation;;"Kulla and Hardy (2015); Pell (1994); Ultra Uranium Corporation (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1346;1205;Mulvehill; ; ; ;district or area; ;Canada;British Columbia;50.8542;-118.1233; ;paleoplacer;paleoplacer U-Au-PGE-Sn-Ti-diamond-magnetite-garnet-zircon; ;Th, REE, SIL; ; ; ; ;Showing; ;;silica;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1347;1476;Music Valley; ; ; ;district or area(?); ;United States;California;33.98423;-115.93254; ;metamorphic; ; ;REE; ; ; ; ;Occurrence; ;xenotime;;;Precambrian;;;;gneiss;Pinto Gneiss;;;;Xenotime is irregularly distributed and only locally concentrated enough to result in a radioactive anomaly.;"Evans (1964); Long and others (2010)";1949;;;No production;;;;;0.050 exploitable;0.0043 exploitable;8.6;;;;;;;;;;1983;Jackson and Christiansen (1993);Not compliant;;North America +1348;1209;Nadir Bay;Ena Lake; ; ;district or area; ;Canada;Saskatchewan;59.8333;-108.3353; ;metamorphic;"metamorphic-metasomatic; structurally controlled granitic-hosted REE-Th"; ;REE, Th; ; ; ; ;Occurrence; ;monazite, allanite, apatite;ilmenite, pyrite, sphalerite, chalcopyrite, molybdenite;biotite;;;;;gneiss;;;;;;Normand (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1349;1331;Nain; ; ; ;district or area; ;Jamaica;Saint Elizabeth;17.9501;-77.6196; ;bauxite tailings;red mud; ;Fe, Al, REE; ; ; ;TREE>2000 ppm (exclusive of Y);Occurrence; ;;;;;;;;;;;;Alpart;REE is approximately twice as concentrated in red mud than original karst bauxite ore/laterite.;"U.S. Geological Survey (2012); Wagh and Pinnock (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1350;1477;Natchez Trace deposit; ; ; ;district or area; ;United States;Tennessee;35.833;-88.2; ;shoreline placer;marine placer; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon, kyanite;quartz;Cretaceous;;;;sand;McNairy Formation;;;;;"Towner (1992); Towner and others (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1351;1210;Nechalacho;Thor Lake; ; ;intrusion or complex(?); ;Canada;Northwest Territories;62.0975;-112.5888; ;alkaline igneous;metasomatized peralkaline; ;REE, Ta, Nb, Zr, Ga;HREO >26% of TREO; ; ; ;Deposit; ;allanite, monazite, bastnäsite, synchysite, fergusonite;zircon, ferro-columbite, magnetite, hematite, biotite, chlorite, feldspar;;Paleoproterozoic;;Paleoproterozoic;;nepheline sodalite syenite, foyaite, syenite;;;hydrothermal, metasomatic;Avalon Rare Metals (2012);;"Avalon Rare Metals Inc. (2012); Bakker and others (2011); Clarke (2012); Walters and Lusty (2011); Syrett (2012c); Syrett (2013); Watts (2012b)";;;;No production;;;;Production planned to start in 2015.;"Upper zone— 30.64 indicated + 119.29 inferred; Lower zone— 57.49 indicated + 107.59 inferred";;"Upper zone— 1.48 indicated, 1.26 inferred; Lower zone— 1.56 indicated + 1.35 inferred";;;;;;;;;"Upper zone indicated: 2.99% ZrO2, 0.4% Nb2O5, 396 ppm Ta2O5; Upper zone inferred: 2.83%ZrO2, 0.37%Nb2O5, 354 ppm Ta2O5";2011;Avalon Rare Metals Inc. (2012);NI 43-101 compliant;;North America +1352;1211;Nemegosenda Lake; ; ; ;intrusion or complex; ;Canada;Ontario;48.0048;-83.0705; ;carbonatite; ; ;Nb, REE, P; ; ; ; ;Occurrence; ;pyrochlore(?);pyrochlore, apatite, zircon, magnetite, fluorite, barite, galena, sphalerite, chalcopyrite, graphite;nepheline, aegirine, nepheline, biotite, sodic amphibole, wollastonite, andradite (melanite);Mesoproterozoic(?);;Mesoproterozoic(?);1010 Ma, minimum (K-Ar, nepheline);fenite, malignite, carbonatite, pegmatite, syenite breccia, jacupirangite;Nemegosenda Lake alkalic complex;;;;;"British Sulphur Corp. Ltd. (1987); Ontario Geological Survey (2014); Pell (1996); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;20 Mt at 0.47% Nb2O5.;North America +1353;1213;Nigeria; ;includes Nigeria 1, 2, 3, 4, 5, and 6; ;district or area; ;Canada;Saskatchewan;56.508;-106.1527; ;other igneous deposit(?);pegmatite; ;REE, Th; ; ; ; ;Showing; ;;;;;;;;pegmatite;;;;;;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1354;1214;Niobec; ; ;St. Honoré complex;site;Nb mine;Canada;Québec;48.5349;-71.1539;In Saint Honoré complex.;carbonatite; ; ;Nb, REE; ; ; ; ;Deposit; ;bastnäsite, allanite, apaatite, monazite;pyrochlore, columbite;;;;;;dolomitic carbonatite, calcite carbonatite;Saint Honoré complex;syenite, ijulite, fenite;;Iamgold (2013);;"Bergeron and others (2015); Chakhmouradian and others (2015); Engineering and Mining Journal (2012); Grenier and Tremblay (2013); Weng and others (2015)";;;;No production;;;;;531.4 indicated + 527.2 inferred;;1.64 indicated, 1..83 inferred;;0.5;;;;;;;;2013;Grenier and Tremblay (2013);NI 43-101 compliant;;North America +1355;1215;Nipissis; ; ; ;district or area; ;Canada;Québec;51;-65.25; ;other igneous deposit; ; ;P, REE; ; ; ; ;Occurrence; ;apatite;magnetite;;;;;;granitic gneiss;;;;;Hydrothermal apatite and magnetite mineralization.;Mariano (1989);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1356;1216;Nisikkatch Lake;"Nisikkatch Lake South; JAK 5 and 8"; ;Nisikkatch-Hoidas Lakes;district or area; ;Canada;Saskatchewan;59.8719;-107.9014; ;other igneous deposit;"pegmatite/shear zone veins; Hoidas Lake type rare earth deposit";vein, dike;REE, Th; ; ; ; ;Occurrence; ;allanite;apatite, hyalophane;feldspar, pyroxene, amphibole;;;;;;;;;Great Western Minerals Group (2000);;"Normand (2014); Normand and McEwan (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1357;1478;No Name Creek; ; ; ;district or area; ;United States;Alaska;66.1191;-150.0608; ;alluvial placer; ; ;Au, REE, Sn; ; ; ; ;Occurrence; ;monazite, xenotime;cassiterite, gold, ilmenite, wolframite, zircon;;;;;;;;;;;;U.S. Geological Survey (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1358;1218;Nokluit;Nokluit 1–8;Lancer, Dig, Dodex, Dodgex, Ketza; ;district or area; ;Canada;Yukon Territory;61.4892;-132.1833; ;carbonatite; ; ;Zr, Nb, REE, Th, U;up to 2000 ppm Y;up to 2000 ppm Ce, 2000 ppm La, 2000 ppm Nd; ; ;Occurrence; ;monazite-(Ce), bastnäsite-(Ce), parisite-(Ce), fergusonite-(Y);zircon, columbite-(Fe), fluorite, columbite-(Mn), chalcopyrite, pyrite, arsenopyrite;quartz, dolomite, albite, ankerite, muscovite, calcite, pyroxene, dolomite;;;;;syenite;;;;;"One zone is reported to grade 1.2% REE and 0.5% Nb across 10 m; mineralization is largely in a carbonatized zone.";"Canada Centre for Mineral and Energy Technology (1995); Canada Department of Indian and Northern Affairs (1981); Yukon Geological Survey (2015)";1976;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1359;1219;Nor; ; ; ;site; ;Canada;Yukon Territory;66.224;-135.3223; ;hydrothermal Fe-oxide deposit ± Cu, Au;IOGC, fracture fillings; ;Cu, U, REE; ; ; ; ;Showing; ;brannerite, monazite;brannerite, hematite, bornite, chalcopyrite, malachite, azurite;;;;Proterozoic;;hematite-rich diatreme breccia;Proterozoic metasedimentary rock;;;Acme Resources Inc.;REE mineralization is concentrated near contact zone of hematite-rich diatreme breccia and Proterozoic metasedimentary rocks and is reportedly discontinuous and not economic.;George (2005);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1360;1220;Nordbye Lake; ; ; ;site(?); ;Canada;Saskatchewan;59.0792;-103.4292; ;other igneous deposit;pegmatite-hosted; ;REE; ; ; ; ;Occurrence; ;monazite, xenotime, allanite;autunite, zircon;;;;;;meta-arkose, paragneiss;;;;;;"Normand (2014); Saskatchewan Geological Survey (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1361;1479;North Camden;Kerr-McGee deposit; ; ;district or area; ;United States;Tennessee;36.117;-88.183; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;quartz;Upper Cretaceous;;;;sand;McNairy Formation;;;Kerr-McGee (1971);;"Wilcox (1971), Towner (1992); Towner and others (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1362;1480;North Fork;BUS, Cardinal, Radiant, Silver King; ; ;intrusion or complex; ;United States;Idaho;45.4;-114; ;carbonatite; ; ;REE, Th, Nb; ; ; ;up to 10.3% TREO reported in surface channel samples;Occurrence; ;monazite, allanite, ancylite, aeschynite, fersmite;thorite, Nb-rich rutile, columbite;dolomite, calcite;;;Upper Cretaceous;90-99 Ma (Pb-alpha, monazite);carbonatite dikes;;;;US Rare Earths Inc.;;"Castor (1994); Hedrick (2010); Woolley (1987)";1952;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1363;1481;North Henry; ; ; ;site; ;United States;Idaho;42.9;-111.5; ;phosphorite; ; ;P, REE; ; ; ; ;Occurrence; ;monazite;carbonate-rich apatite (collophane), vanadinite, uraninite, pyrite;clay;Permian;;;;mudstone;;;;;Approximately 0.1% REE in P ore.;Jackson and Christiansen (1993);;;;No production;;;;;3.2 exploitable;0.0038 exploitable;0.119;;;;;;;;;;1985;Jackson and Christiansen (1993);Not compliant;;North America +1364;1223;Norwest; ; ; ;site; ;Canada;Saskatchewan;59.9908;-107.7656;Norwest Lake area.;other igneous deposit;"Hoidas Lake type REE; mineralization in small shear and fracture zones"; ;REE; ; ; ; ;Showing; ;allanite;apatite;pyroxene, amphibole;;;;;granulite;;;;;;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1365;1225;Nueltin Lake; ; ; ;site(?); ;Canada;Nunavut;60.3072;-99.8407; ;metamorphic; ; ;Th, REE; ; ; ; ;Showing; ;bastnäsite;;;;;;;;;;;;;Nunavut Geoscience (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1366;1482;Oak Grove; ; ; ;district or area; ;United States;Tennessee;36.3833;-88.1667; ;alluvial placer;placer, alluvial terrace, paleoplacer; ;Ti, Zr. REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, (leucoxene), zircon, kyanite;tourmaline, quartz, staurolite, tourmaline, clay;Late Cretaceous;;;;sand;McNairy Formation;;;Ethyl Corp. (1989);;"Anstett (1986); Cocker (1998); Jackson and Christiansen (1993); Towner (1992); Wilcox (1971)";1960's;;;No production;;;;;174.6 exploitable;0.157 exploitable;0.09;;;;~ 5;;;0.271 exploitable;0.155;;1982;Jackson and Christiansen (1993);Not compliant;;North America +1367;1227;Ocean View; ; ;Port Hope Simpson;site(?); ;Canada;Newfoundland and Labrador;52.2283;-55.7094;In Labrador.;unclassified; ; ;REE, Zr, Nb;HREE/TREE as much as 68.21% in channel samples; ; ; ;Occurrence; ;;;;;;;;;;;;;;Newfoundland and Labrador Geological Survey (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1368;1228;Oka; ; ; ;site;historic Nb mine;Canada;Québec;45.589;-74.074; ;carbonatite with residual enrichment;hydrothermal, carbonatite; ;Nb, REE; ; ; ; ;Deposit; ;apatite, [ceriopyrochlore], niocalite, perovskite, britholite;pyrochlore, perovskite, apatite, niocalite, pyrite, pyrrhotite, magnetite, okaite, latrappite;biotite, nepheline, calcite, monticellite, melilite, richterite, wollastonite, haüyne;;;Cretaceous;117 Ma, average (K-Ar);calcite carbonatite, sövite, rauhaugite, okaite, ijolite;;Precambrian metamorphic rocks;;;Apatite from the Bond zone averages 8.6% REO. 1956 resource estimate was for Advance Red Lake GML holdings. Average age based on 28 determinations from 22 samples.;"British Sulphur Corp. Ltd. (1987); Castor (1994); Chakhmouradian (1996); Eby (1975); Mariano (1989); Möller (1989a); Pell (1996); Richardson and Birkett (1996); Singer (1998); Woolley (1987)";;;;No production;;;;;221;;0.1;;;;;;;;;;;Castor (1994);Not compliant;;North America +1369;1483;Old Hickory;Stony Creek; ; ;district or area; ;United States;Virginia;36.917;-77.566; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite(?);ilmenite, zircon;;;;;;;;;;Westralian Sands (1999);Mine had startup problems with mining and in the separation plant.;"Hedrick (1999); Industrial Minerals (1989b); Pearson (1999); Skillen (1996b)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1370;1229;Oldman River; ; ; ;district or area; ;Canada;Saskatchewan;59.6084;-102.0611; ;metamorphic;metamorphic-metasomatic, Beaver Lodge-type U +/- polymetallic; ;U, REE, Th; ; ; ; ;Occurrence; ;monazite;uraninite, iron oxide, pyrite;;;;;;;;;;;;Normand (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1371;1231;Option;Sky; ; ;site; ;Canada;British Columbia;49.1517;-116.2144; ;other igneous deposit;polymetallic veins Ag-Pb-Zn+/-Au; ;Cu, Au, W, Ag, REE, Zn, Pb;Y; ; ; ;Occurrence; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1372;1232;Orwill;Goldbug; ; ;site; ;Canada;British Columbia;51.9575;-125.21; ;other igneous deposit;polymetallic veins Ag-Pb-Zn+/-Au; ;Au, Ag, Cu, Zn, Pb, Sb, Bi, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1373;1487;Pajarito Mountain; ; ; ;intrusion or complex; ;United States;New Mexico;33.2363;-105.4307; ;alkaline igneous; ; ;REE, F, Zr; ; ; ; ;Deposit; ;eudialyte, monazite, apatite, kainosite-(Y);zircon, apatite, fluorite, titanite;arfvedsonite, riebeckite, aegirine, quartz, microcline, albite, (hornblende);Proterozoic;;;;syenite, quartz syenite;;alkali granite;;;Quartz-bearing syenite contains as much as 20% eudialyte and 5% fluorite. Apatite containing as much as 19.2% REO has been found in the peralkaline granites.;"Castor (1994); Castor (2008); Jackson and Christiansen (1993); Mariano (1989); McLemore (2010); Woolley (1987)";1984;;;No production;;;;;2.7 recoverable;;;0.18% Y2O3;;;;;;;;1.2% ZrO2;1989;McLemore (2010);Not compliant;;North America +1374;1233;Panel; ; ;Elliot Lake;district or area;historic U mine;Canada;Ontario;46.4984;-82.5503; ;"paleoplacer; uranium deposit";quartz pebble conglomerate; ;U, REE, Th; ; ; ; ;Deposit; ;U-bearing monazite, brannerite;uraninite, brannerite, zircon, pyrite;quartz;Lower Proterozoic;;;;quartz-pebble conglomerate;;;;Rio Algom (1993);;"Cochrane and others (2007); Jackson and Christiansen (1993)";;;;Past byproduct producer;Past U producer with byproduct REE, Th.;1967–1981;Jackson and Christiansen (1993);"24.793 Mt ore produced, TREO content not specified; production is for Quirke + Panel mines.";68.197 exploitable;0.005 exploitable;0.0073;;;;;;;;;;1989;Jackson and Christiansen (1993);Not compliant;Resource is for Quirke + Panel sites.;North America +1375;1234;Paradise;Paradise Syenite; ; ;intrusion or complex; ;Canada;British Columbia;52.3836;-119.0897; ;carbonatite;carbonatite-hosted deposits; ;NEPH, Nb, Ta, U, REE; ; ; ; ;Showing; ;;nepheline syenite;;;;Carboniferous;340 Ma (U-Pb, zircon);carbonatite, syenite;;;;;;"British Columbia Geological Survey (2014); Kulla and Hardy (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1376;1488;Pea Ridge; ; ; ;site; ;United States;Missouri;38.12621;-91.04766;95 km SW of St. Louis.;iron oxide-apatite;hydrothermal Fe-oxide, REE-bearing breccia pipes, tailings; ;Fe, REE, Au, Sn, Ag;significant HREE present;LREE are dominant; ; ;Deposit; ;monazite, xenotime, bastnäsite, britholite, apatite, allanite;magnetite, hematite, cassiterite, thorite, chalcopyrite, apatite, zircon, fluorite, barite;quartz, feldspar, actinolite;Mesoproterozoic;;Mesoproterozoic;;breccia;;granite, syenite;;Wings Enterprises (2010);;"Castor (1994); Hedrick (2010); Husman (1989); Long and others (2010); Nuelle and others (1992); Sidder and others (1993); Vierrether and Cornell (1993); Whitten and Yancey (1990)";;;;No production;;;;;>0.6 estimated;;12;;;;;;;;;;;Whitten and Yancey (1990);Not compliant;;North America +1377;1489;Pearsol Creek; ; ; ;district or area; ;United States;Idaho;44.5167;-116.0833; ;alluvial placer; ; ;Ti, REE; ; ; ; ;Deposit; ;monazite;ilmenite, magnetite, zircon, garnet;quartz;;;;;;;;;;;Jackson and Christiansen (1993);1940's;;;No production;;;;;172.5 exploitable;;0.011;;;;;;;0.032 exploitable;0.0186;;1982;Jackson and Christiansen (1993);Not compliant;;North America +1378;1235;Perry River; ; ; ;intrusion or complex; ;Canada;British Columbia;51.3167;-118.6011; ;carbonatite;carbonatite-hosted deposits; ;Nb, REE; ;La, Ce, Nd; ; ;Showing; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1379;1236;Pesky Hill - Toots Cove; ; ; ;site; ;Canada;Newfoundland and Labrador;52.3978;-56.1749;Port Hope area.;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;Search Minerals Inc.;;Syrett (2012e);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1380;1490;Petaca District; ; ; ;district or area; ;United States;New Mexico;36.58835;-106.0717; ;other igneous deposit;pegmatites; ;Th, REE, Ta, U; ; ; ; ;Occurrence; ;monazite, samarskite;mica, bismuthinite, beryl, fluorite, columbite, magnetite;quartz, microcline, albite, garnet;Precambrian;;;;pegmatites in schist, quartzite;;;;;;"Long and others (2010); U.S. Geological Survey (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1381;1237;Phantom; ; ; ;site; ;Canada;British Columbia;49.8683;-123.4939; ;unclassified; ; ;Cu, Au, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1382;1238;Philadelphia; ; ; ;site; ;Canada;Québec;45.806;-75.5645; ;unclassified; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;Solo International Inc.;;"Bergeron and others (2015); Syrett (2012d)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1383;1357;Picacho;El Picacho; ; ;intrusion or complex(?); ;Mexico;Tamaulipas;23.398;-98.5662; ;carbonatite; ;veins;REE, Th, Nb; ; ; ;1.3% RE;Deposit;small deposit;britholite, bastnäsite, cheralite;apatite;;Miocene(?);;Oligocene–Miocene;;carbonatite, nepheline syenite;;;;;"Deposit is part of Tertiary magmatic complex; veins are radioactive.";"Camprubi (2009); Clark and Fitch (2013); Elías-Herrera and others (1991); Servicio Geológico Mexicano (2014a)";;;;No production;;;;;;0.0035 estimate;1.3;;;;;;;;;;;Servicio Geológico Mexicano (2014a);Not compliant;;North America +1384;1239;Pinot Rose; ; ;Red Wine;site; ;Canada;Newfoundland and Labrador;54.1023;-62.5168; ;alkaline igneous; ; ;REE, Nb, Zr; ; ; ; ;Occurrence; ;eudialyte;;nepheline;;;Mesoproterozoic;;syenite, pyroxenite;Red Wine intrusive suite;;;Search Minerals;;Newfoundland and Labrador Geological Survey (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1385;1358;Placer de Guadalupe;La Virgen – Puerto del Aire; ; ;district or area; ;Mexico;Chihuahua;29.1461;-105.4339;Estimated location.;other igneous deposit;continental volcanogenic-hydrothermal; ;U, Au, REE, Cd, Ge, V; ; ; ; ;Occurrence(?); ;;chalcopyrite, gold, magnetite;;;;Eocene;36.0–35.0 (U-Pb);;;;;;;Camprubi (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1386;1492;Pomona Tile Company; ; ; ;site; ;United States;California;34.333;-115.55; ;other igneous deposit; ; ;REE; ; ; ; ;Occurrence; ;euxenite-(Y), allanite, monazite;;;;;;;;;;;;;Hewett and Glass (1953);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1387;1493;Port Clarence; ; ; ;district or area; ;United States;Alaska;65.667;-166.5; ;alluvial placer; ; ;Au, Sn, REE; ; ; ; ;Occurrence; ;monazite, xenotime;native gold, cassiterite, scheelite, cinnabar, zircon, columbite, tantalite, wolframite;;;;;;;;;;;;Nokleberg and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1388;1242;Prairie Lake; ; ; ;intrusion or complex; ;Canada;Ontario;49.0387;-86.7185; ;carbonatite; ; ;P, U, Nb, REE, Ta, WOL; ; ; ; ;Occurrence; ;;apatite, wollastonite;calcite, nepheline, biotite, garnet, magnetite, pyrite, pyrrhotite, amphibole, phlogopite;;;;;calcite and dolomite carbonatite, ijolite, phoscorite;Prairie Lake Carbonatite;;;Nuinsco Resources Ltd. (2009);;"Arseneau (2009); Ontario Geological Survey (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1389;1244;Prince;Wicheeda; ; ;intrusion or complex(?); ;Canada;British Columbia;54.533;-122.0847; ;carbonatite; ; ;Nb, REE; ; ; ; ;Occurrence; ;;pyrochlore, apatite, pyrite;carbonate;;;;;carbonatite, syenite, sediments;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1390;1246;Pyramid; ; ; ;site; ;Canada;British Columbia;52.3588;-119.1183;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;;;carbonatite;;;;;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1391;1248;Quirke; ; ;Elliot Lake;district or area;historic U mine;Canada;Ontario;46.5111;-82.6475; ;"paleoplacer; uranium deposit";quartz pebble conglomerate; ;U, REE, Th;Y; ; ; ;Deposit; ;U-bearing monazite, brannerite;uraninite, brannerite, coffinite, uranothorite, zircon, rutile, magnetite;quartz, potassic feldspar, pyrite, graphite, muscovite (sericite);Paleoproterozoic;;Paleoproterozoic;;quartz-pebble conglomerate;;;;Rio Algom (1993);;"Anstett (1986); Cochrane and others (2007); Harben and Bates (1990); Jackson and Christiansen (1993); Mariano (1989); Möller (1989a); Roskill Information Services (1988); Workman and others (2013)";;;;Past byproduct producer;Past U producer with byproduct REE, Th.;1967–1981;Jackson and Christiansen (1993);"24.793 Mt ore produced, TREO content not specified; production is for Quirke + Panel mines.";68.197 exploitable;0.005 exploitable;0.0073;;;;;;;;;;1989;Jackson and Christiansen (1993);Not compliant;Resource is for Quirke + Panel sites.;North America +1392;1249;Ram A;Hunger; ; ;site; ;Canada;British Columbia;49.1611;-114.6717; ;phosphorite;upwelling-type phosphate; ;P, REE;Y; ; ; ;Occurrence; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1393;1494;Ramey Meadows; ; ; ;district or area; ;United States;Idaho;45.267;-115.183; ;alluvial placer; ; ;REE; ; ; ; ;Deposit; ;allanite;magnetite, zircon, ilmenite;;Quaternary;;;;alluvium;;;;;;Cater and others (1973);;;;No production;;;;;;;;;;;;;;;;;;Cater and others (1973);Not compliant;1.7 Myd3 @ 13.5 lbs/yd3 HM;North America +1394;1250;Rar 4;Xeno; ; ;site; ;Canada;British Columbia;58.6872;-127.4397; ;unclassified; ; ;F, REE; ;La, Ce; ; ;Showing; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1395;1251;Rar 5;Xeno; ; ;site; ;Canada;British Columbia;58.7108;-127.5106; ;unclassified; ; ;REE;Y; ; ; ;Showing; ;;;;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1396;1252;Rar 7;Kechika, Kechika Yttrium; ; ;site; ;Canada;British Columbia;58.7253;-127.545; ;carbonatite;carbonatite-hosted deposits; ;REE, P, F, Pb, Mo;Y, Dy; ; ; ;Occurrence; ;monazite, xenotime;apatite, pyrite, fluorite, galena;calcite, quartz, ankerite, spinel;;;;;phosphatic phyllite, lapilli tuff, carbonatite, breccia, mafic syenite, kimberlite;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1397;1495;Rare Metals Mine; ; ; ;site;historic mine;United States;Arizona;34.8408;-113.5544; ;other igneous deposit;pegmatite; ;REE, Be, Bi(?); ; ; ; ;Deposit; ;euxenite-(Y), polycrase-(Y), monazite-(Ce), pyrochlore, gadolinite(?), fergusonite(?);beryl;quartz, microcline, muscovite, garnet, hematite, biotite, albite;;;;;pegmatite;;;;;;"Brown (2010); Heinrich (1960)";;;;Past producer;;;;;;;;;;;;;;;;;;;;;North America +1398;1496;Ravalli County; ; ; ;district or area;county;United States;Montana;45.5;-113.333; ;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;allanite, monazite, aeschynite, fersmite, ancylite;strontianite, barite, chalcopyrite, columbite, ilmenite, magnetite, molybdenite, pyrite, pyrrhotite, rutile, siderite;actinolite, calcite, hydro-biotite, quartz;;;;;carbonate veins and dikes, metamorphic rock;;;;;REE in carbonate veins and dikes in metamorphic rocks.;"Crowley (1960); Heinrich and Levinson (1961); Mariano (1989); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1399;1498;Ray River; ; ;Ray Mountains;district or area; ;United States;Alaska;65.9863;-150.5712; ;alluvial placer; ; ;Ti, Sn, Au, REE; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, cassiterite, gold, zircon, wolframite, uranothorite;tourmaline;;;Recent;;alluvium;;;;Ucore Rare Metals Inc.;"Tin placers were considered by Barker (1991) to be subeconomic; monazite is at least 4x as abundant as xenotime.";"Barker (1991b); U.S. Geological Survey (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1400;1253;RD; ; ; ;site; ;Canada;British Columbia;52.1466;-119.0883;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1401;1499;Red Hills Area;Caballo Mountains; ; ;district or area; ;United States;New Mexico;32.86293;-107.25655; ;alkaline igneous; ; ;REE, Th, U; ; ; ; ;Occurrence; ;bastnäsite;thorite, uranophane, fluorocarbonate;microcline;;;;;quartz monzonite;;;;;Potassic dikes with postulated alkaline body at depth.;"Long and others (2010); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1403;1256;Reid Bay; ; ; ;site(?); ;Canada;Saskatchewan;58.7343;-102.033; ;unclassified;"granite-hosted REE; metasedimentary-hosted REE-Th"; ;REE, Th, U; ; ; ; ;Showing; ;;;;;;;;granite, granodiorite;;;;;;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1404;1257;Reine; ;Reine,, Gauthier, Zircon-Reine; ;site(?); ;Canada;Québec;50.192;-66.717; ;unclassified; ; ;REE, Ta, Th; ; ; ; ;Showing; ;;;;;;;;;;;;Critical Elements Corporation;;Critical Elements Corporation (2011a);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1405;1258;Ren;Myoff Creek, Ratchford Creek; ; ;intrusion or complex(?); ;Canada;British Columbia;51.3583;-118.7428; ;carbonatite;carbonatite-hosted deposits; ;REE, P, Nb, Mo, Cu, Zn; ;Ce, La, Nd; ; ;Occurrence; ;;apatite;biotite, amphibole, pyroxene, titanite;;;;;;;;;;;"British Columbia Geological Survey (2014); Butrenchuk (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1406;1259;Rexspar;Birch Island; ; ;site; ;Canada;British Columbia;51.5617;-119.9114; ;alkaline igneous;volcanic-hosted U;tabular;U, Th, F, REE, Pb, Zn, Mo, Cu; ; ; ; ;Occurrence; ;bastnäsite, monazite;fluorite, uraninite (pitchblende);feldspar, muscovite (sericite);Mississippian(?);;;;alkalic volcanic rock, trachyte;;;;;;"British Columbia Geological Survey (2014); Nokleberg and others (1996)";1918;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1407;1500;Rio Del Monte; ; ; ;district or area(?); ;United States;Arizona;33.7093;-113.5977;In La Paz County.;unclassified; ; ;SDG, Au, REE(?); ; ; ; ;Occurrence; ;;native gold;;;;;;;;;;;;BusinessWire (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1408;1260;Roadside; ; ; ;site; ;Canada;British Columbia;52.4006;-119.0917;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1409;1261;Rock Canyon Creek;Deep Purple, Candy; ; ;intrusion or complex(?); ;Canada;British Columbia;50.2167;-115.1456; ;carbonatite;carbonatite-hosted deposits, hydrothermal;disseminated, vein;F, REE, Th, Ag, Au; ; ; ; ;Occurrence; ;monazite, synchysite, bastnäsite, gorceixite, parisite, allanite;fluorite, barite, pyrochlore, Nb-rich rutile, prosopite;quartz, carbonate, calcite, pyrite, apatite, pyrite, limonite, muscovite (illite), ankerite;Ordovician–Devonian;;;;"dolostone, limestone; lesser shale, sandstone";;;hydrothermal, fenitic, pyritic, carbonate;;No link to igneous activity known, but many workers believe deposit related to hidden carbonatitic magmatism. REE mineralization is carbonate-hosted vein and breccia-matrix mineralization with fluorite and lesser barite.;"British Columbia Geological Survey (2014); Hora (1990); Mariano and Mariano (2012b); Samson and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1410;1262;Rona; ; ; ;site(?); ;Canada;Saskatchewan;56.749;-105.2969; ;other igneous deposit;pegmatite-hosted uranium; ;U, Mo, REE; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;;Normand (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1411;1502;Round Top; ; ; ;site; ;United States;Texas;31.281;-105.4805; ;other igneous deposit;volcanic;disseminated;REE;HREE is consistently 70% of TREE; ; ; ;Occurrence; ;yttrofluorite, yttrocerite, bastnäsite, aeschynite-(Y), xenotime, mica;cassiterite, changbaiite, columbite, coronadite, cryolite, kasolite, tantalite, thorite, fluorite, zircon;;Oligocene–Lower Miocene;;Oligocene–Lower Miocene;;peralkaline rhyolite;;;;Texas Rare Earth Resources Corp. (2012);"The peralkaline rhyolite is metaluminous; REE appears to be uniformly distributed through the rhyolite.";"Hulse and others (2012); Texas Rare Earth Resources Corp. (2012); Watts (2012b)";;;;No production;;;;Production planned to start in 2015-2017.;359 measured + indicated;;;;;;;;;;;;;Texas Rare Earth Resources Corp. (2012);NI 43-101 compliant;639 ppm TREO;North America +1412;1504;Ruby Meadows;; ; ;district or area; ;United States;Alaska;64.417;-154.333; ;alluvial placer; ; ;Au, Sn, W, REE, PGE, Bi; ; ; ; ;Deposit; ;allanite;native gold, cassiterite, scheelite;;;;;;;;;;;Buried placer deposit.;Nokleberg and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1413;1505;Rye Creek; ; ; ;district or area;historic Au mine;United States;Alaska;67.4092;-151.3745; ;alluvial placer; ; ;Au, Cu, Pb, REE, W; ; ; ; ;Occurrence; ;monazite;chalcopyrite, galena, gold, ilmenite, pyrite, scheelite, kyanite, scheelite, andalusite;;Quaternary;;Quaternary;;alluvium;;;;;;Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1414;1506;Salmon Bay; ; ; ;district or area; ;United States;Alaska;56.31915;-133.17145; ;carbonatite;carbonatite-related veins; ;REE, Nb, Th, U, F; ; ; ; ;Deposit;small deposit;parisite, bastnäsite, monazite;thorite, pyrite, hematite, apatite, fluorite, thorite, zircon, chalcopyrite;ankerite-dolomite, hematite, quartz, albite, calcite, muscovite, epidote, topaz, garnet;;;;;lamprophyre and phonolite dikes, greywacke;;;;;"Veins are less than 2 cm to more than 3 m in width and some are more than 300 m long; veins are not homogeneously mineralized.";"Houston and others (1958); Long and others (2010); Warner (1989)";;;;No production;;;;;;;;;;;;;;;;;;Warner (1989);Not compliant;998 t REE estimated;North America +1415;1359;San Antonio del Mar; ; ; ;district or area; ;Mexico;Baja California;32.446;-117.1066; ;shoreline placer; ; ;Fe, Ti, Zr, REE; ; ; ; ;Showing; ;monazite;magnetite, ilmenite, hematite, (leucoxene), zircon, limonite, rutile;;;;Quaternary;;;;;;;;"Clark and Fitch (2013); Daesslé and Fischer (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1416;1264;Schaffer Lake; ; ; ;site(?); ;Canada;Saskatchewan;59.4762;-107.7398; ;other igneous deposit; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;;Normand (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1417;1509;Scrub Oaks; ; ; ;site; ;United States;New Jersey;40.83;-74.33; ;iron oxide-apatite; ; ;Fe, Cu, REE, U, Th; ; ; ; ;Showing(?); ;synchysite, xenotime, bastnäsite, chevkinite, apatite;magnetite, hematite, zircon, ilmenite, pyrite, (leucoxene), chalcopyrite, bornite;quartz, albite;;;;;metamorphic rock;;;;;Magnetite-hematite orebody in metamorphic rocks.;"Klemic and others (1959); Möller (1989a)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;North America +1418;1510;Section 35; ; ; ;site; ;United States;Alaska;63.6398;-142.2642;In Mount Fairplay area.;alkaline igneous; ; ;REE, Be, Th, U, Zr; ; ; ; ;Occurrence; ;monazite;apatite, fluorite;;Upper Cretaceous–Lower Tertiary (Paleogene?);;;;syenite;;biotite schist, gneiss;;;;Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1419;1266;Seigneurie; ; ; ;district or area(?); ;Canada;Québec;48.604;-69.25; ;unclassified; ; ;Nb, Ta, Zr, REE;0.22% Y reported; ; ; ;Showing; ;;;;;;;;;;;;Critical Elements Corporation;;Critical Elements Corporation (2011a);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1420;1267;Serpentine; ; ; ;site; ;Canada;British Columbia;52.3827;-119.1109;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1421;1511;Sheep Creek; ; ; ;site(?); ;United States;Montana;45.517;-114.278; ;metamorphic(?);metamorphic or carbonatite; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;U.S. Rare Earths Inc.;;Hedrick (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1422;1269;Shiraz; ; ;Red Wine;site; ;Canada;Newfoundland and Labrador;54.125;-62.5532; ;alkaline igneous; ; ;REE, Nb, Zr; ; ; ; ;Occurrence; ;eudialyte;;nepheline;;;Mesoproterozoic;;syenite, pyroxenite;Red Wine intrusive suite;;;Search Minerals;;Newfoundland and Labrador Geological Survey (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1423;1512;Shore; ; ;Bokan Mountain;site; ;United States;Alaska;54.896;-132.0935;Occurrence is in the intertidal zone on the south side of the West Arm of Kendrick Bay.;alkaline igneous;peralkaline granite;dikes, veins, veinlets;U, Th, REE(?), Nb, Be, Zr, Pb, Sn, Sr, Ta; ; ; ; ;Occurrence(?); ;allanite(?);pyrite, fluorite;albite, quartz, chlorite, epidote, calcite;;;Jurassic;151–191 Ma;quartz monzonite, quartz diorite;Bokan Mountain complex;;albitization(?), chloritization(?);;;Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1424;1363;Sierra de Tamaulipas; ;Picacho; ;district or area; ;Mexico;Tamaulipas;23.2;-98.4; ;alkaline igneous; ; ;REE; ; ; ; ;Deposit; ;eudialyte, monazite, britholite, allanite;apatite, aenigmatite, låvenite, magnetite, zircon, barite, sphalerite, rutile, ilmenite, pyrite, pyrrhotite, titanite;feldspar, aegirine, riebeckite, arfvedsonite, hedenbergite, biotite, sodic amphibole, nepheline, minor quartz, epidote, calcite, chlorite, muscovite (sericite), cancrinite, analcime;Oligocene;28.0 ± 0.8 Ma (K-Ar, nephelinite);;;nepheline syenite, ijolite, urtite, juvite, gabbro, diorite;;;fenitization;;Veins in outcrop of alkaline rocks with area of about 9 km2. Area has undergone fenitization (alkaline metasomatism). Most veins <2 m wide.;"Elías-Herrera and others (1990); Gómez-Caballero (1990); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1425;1513;Signal district; ; ; ;district or area; ;United States;Arizona;34.533;-113.55; ;other igneous deposit;pegmatite; ;Nb, Ta, REE; ; ; ; ;Occurrence; ;euxenite-(Y), samarskite;;;;;;;;;;;;;Parker (1963);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1426;1514;Silica Mine; ; ; ;district or area;historic silica sand producer;United States;Tennessee;36.033;-88.183; ;alluvial placer; ; ;SS, Ti, REE; ; ; ; ;Deposit(?); ;monazite;ilmenite, rutile, (leucoxene), zircon;quartz;Cretaceous;;;;sand;;;;;Heavy minerals stockpiled from past production of silica sand.;"Anstett (1986); Jackson and Christiansen (1993); Roskill Information Services (1988)";1930's;;;No production;;1972–1982;Jackson and Christiansen (1993);"3.923 Mt sand produced; HM's were stockpiled.";26.7 exploitable;0.0021 exploitable;0.0079;;;;;;;0.0036 exploitable;0.013;;1989;Jackson and Christiansen (1993);Not compliant;;North America +1427;1270;Slide;Campview Cirque; ; ;site; ;Canada;British Columbia;50.6278;-116.465; ;other igneous deposit;epigenetic five-element veins Ni-Co-As-Ag+/-(Bi, U); ;U, Nb, Th, REE, V, Mo; ;Ce, La; ; ;Showing; ;euxenite-(Y), polycrase-(Y);uraninite, pyrochlore, anatase, rutile, Ilmenite;lepidocrocite, quartz, biotite;;;Cretaceous;;quartz monzonite;Horsethief Batholith;;biotite;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1428;1516;Smoky Canyon; ; ; ;site;P mine;United States;Idaho;42.717;-111.133; ;phosphorite; ; ;P, REE; ; ; ; ;Deposit(?); ;monazite;carbonate-rich apatite (collophane), vanadinite, uraninite, pyrite;clay;Permian;;;;mudstone;;;;;;Jackson and Christiansen (1993);;;;Past byproduct producer(?);;1984–1989;Jackson and Christiansen (1993);"9.895 Mt phosphate ore produced; unclear if TREO ever extracted.";35.455 exploitable;;;;;;;;;0.056 exploitable;0.158;;1989;Jackson and Christiansen (1993);Not compliant;;North America +1429;1517;Snowbird; ; ; ;site; ;United States;Montana;46.783;-114.783; ;"fluorite deposit; other igneous deposit";hydrothermal veins; ;F, REE; ; ; ; ;Occurrence; ;parisite, xenotime;fluorite, quartz;;;;;;;;;hydrothermal;;Hydrothermal fluorite and quartz-bearing carbonate veins.;"Mariano and Mariano (2012b); Metz and others (1985)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1430;1271;Sophie; ; ; ;site(?); ;Canada;Québec;49.587;-69.783; ;unclassified; ; ;REE, Zr, Th;.05% Y reported;0.184% Pr and 0.78% Sm reported; ; ;Showing; ;;;;;;;;;;;;Critical Elements Corporation;;Critical Elements Corporation (2011a);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1431;1272;South Hybla; ; ; ;site; ;Canada;Ontario;45.151;-77.8495; ;unclassified; ; ;U, REE; ; ; ; ;Occurrence; ;allanite;magnetite, titanite, (hornblende);;;;;;;;;;;;Ontario Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1432;1274;Spanish River;Venturi Township; ; ;intrusion or complex; ;Canada;Ontario;46.6267;-81.7233; ;carbonatite; ; ;VRM, REE; ; ; ; ;Occurrence; ;;apatite, vermiculite;calcite, dolomite, biotite, phlogopite;;;Proterozoic;1560 Ma (K-Ar, mica);dolomitic carbonatite, sövite, ijolite, pyroxenite;Spanish River Carbonatite;quartz monzonite, fenite;;;;"Ontario Geological Survey (2014); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1433;1275;Spratt Lake 1; ; ; ;site; ;Canada;Saskatchewan;59.559;-102.0359; ;other igneous deposit;granite-hosted REE-Th; ;REE, Th, F; ; ; ; ;Showing; ;;fluorite;;;;;;monzogranite;;;;;;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1434;1276;Spratt Lake 2; ; ; ;site; ;Canada;Saskatchewan;59.5073;-102.0658; ;other igneous deposit;granite-hosted REE-Th; ;REE, Th; ; ; ; ;Showing; ;;;;;;;;monzogranite;;;;;;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1435;1277;Spratt Lake 3; ; ; ;site; ;Canada;Saskatchewan;59.5122;-102.072; ;other igneous deposit;granite-hosted REE-Th; ;REE, Th; ; ; ; ;Showing; ;;;;;;;;monzogranite;;;;;;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1436;1278;Spratt Lake 4; ; ; ;site; ;Canada;Saskatchewan;59.5142;-102.0541; ;other igneous deposit;granite-hosted U-Th; ;REE, Th, F; ; ; ; ;Showing; ;;fluorite;;;;;;monzogranite;;;;;;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1437;1279;Springer;Lavergne; ; ;intrusion or complex; ;Canada;Ontario;46.38627;-79.95177; ;carbonatite; ; ;REE, F; ; ; ; ;Occurrence; ;bastnäsite;fluorite, Ti, pyrite;aegirine;;;;;granite, fenite, carbonate veins;;;;Rare Earth Metals Inc. (2012);Central location for outcrops in Nipissing Lake area.;"Lismore (2012); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1438;1280;St. Honoré;;Niobec; ;intrusion or complex;Nb producer;Canada;Québec;48.53494;-71.153919; ;carbonatite; ; ;Nb, REE; ; ; ; ;Deposit; ;bastnäsite, pyrochlore, parisite, monazite;pyrochlore, apatite, pyrite, Mo, titanite, barite, sphalerite, chalcopyrite, pyrrhotite;dolomite, ankerite, calcite, andradite (melanite), monticellite, nepheline, cancrinite, andradite (melanite), phlogopite;;;Neoproterozoic;650 Ma (K-Ar);carbonatite, syenite, nepheline syenite, ijolite;;;;Iamgold (2012);REE range from 0.1-1.7%. Complex is 8 km x 6.5 km. Carbonatite core is surrounded by syenite and other alkaline rocks.;"British Sulphur Corp. Ltd. (1987); Grenier and Tremblay (2013); Harben and Kužvart (1996); Notholt and others (1989); Pell (1996); Singer (1998); Wall and Mariano (1996); Woolley (1987)";;;;No production;;;;;1058;18;1.7;;;;;;;;;;;Grenier and Tremblay (2013);NI 43-101 compliant;All of these resources are in the Niobec REE zone.;North America +1439;1521;St. Marys Creek;St. Marys Gulch; ; ;district or area;historic(?) Au mine;United States;Alaska;67.521;-148.2086; ;alluvial placer; ; ;Au, As, Cu, Mo, Pb, REE, Sb, Th, Ti, U, W; ; ; ; ;Occurrence; ;monazite;magnetite, hematite, rutile, pyrite, arsenopyrite, chalcopyrite, galena, stibnite, molybdenite, scheelite, uranothorianite;;Quaternary;;Quaternary;;alluvium;;;;;;Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1440;1281;Stanleigh; ; ;Elliot Lake;district or area;historic U mine;Canada;Ontario;46.4108;-82.6425; ;"paleoplacer; uranium deposit";quartz pebble conglomerate; ;U, REE; ; ; ; ;Deposit; ;U-bearing monazite, brannerite;uraninite, brannerite, zircon, pyrite;quartz;Lower Proterozoic;;;;quartz-pebble conglomerate;;;;Rio Algom (1993);;"Anstett (1986); Cochrane and others (2007); Harben and Bates (1990); Jackson and Christiansen (1993); Mariano (1989); Möller (1989a); Roskill Information Services (1988)";;;;No production;"U producer; Potential REE resource.";;;;49.877 exploitable;0.0043 exploitable;0.0086;;;;;;;;;;1989;Jackson and Christiansen (1993);Not compliant;;North America +1441;1282;Storm Creek;STS; ; ;site; ;Canada;British Columbia;49.1144;-114.6689; ;phosphorite;upwelling-type phosphate; ;P, REE;Y; ; ; ;Occurrence; ;;;quartz, clay, calcite;;;;;phosphorite, shale;Fernie Group;;oxidation;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1442;1283;Strange Lake;Lac Brisson; ; ;intrusion or complex; ;Canada;Québec, Newfoundland and Labrador;56.3245;-64.1676; ;alkaline igneous;peralkaline igneous;pegmatites;Be, Zr, Nb, Hf, REE;HREO are 40% of TREO in indicated resource and 38% in inferred; ; ; ;Deposit; ;allanite, gadolinite, bastnäsite, kainosite-(Y), pyrochlore, titanite, monazite, allanite, apatite, astrophyllite;gittinsite, apatite, zircon, fluorite, narsarsukite, elpidite, thorite, hematite, armstrongite, leifite, titanite, galena, astrophyllite, aenigmatite;aegirine, arfvedsonite, albite, quartz, potassic feldspar;;;Mesoproterozoic;1271 ± 30 Ma (K-Ar, amphibole, granite);pegmatite in peralkaline granite;;;;Quest Rare Metals (2012);"Be deposit; complex only partially exposed; peralkaline granite complex about 6 km in diameter; mineralization in pegmatites, aplite, and gneiss (roof zone of magma chamber).";"Daigle and others (2010); Daigle and others (2011); Howse and Wardle (2002); Industrial Minerals (2010); Jackson and Christiansen (1993); Kerr and Rafuse (2011); Laval (1992); Mariano (1989); McLaughlin and others (2010); Miller (1996); Roskill Information Services (1994); Walters and Lusty (2011); Weng (2015); Woolley (1987)";1979;;;No production;;;;;"1) 140.3 indicated, 89.6 inferred; 2) 492";2) 4.4;"1) 0.933 indicated, 0.88 inferred; 2) 0.89";;1) 0.579;;;;;;;;1) 2011;"1) Daigle and others (2011); 2) Weng and others (2015)";"1) NI 43-101 compliant; 2) Not known";;North America +1443;1523;Sunday Lake; ; ;Bokan Mountain;site; ;United States;Alaska;54.9295;-132.1724; ;alkaline igneous;peralkaline granite;dikes;U, REE, Th, Nb, Zr; ; ; ; ;Occurrence; ;allanite;fluorite, sulfide minerals;calcite, quartz, hematite, tourmaline;Jurassic;;Jurassic;151–191 Ma;peralkaline granite;Bokan Mountain complex;;albitization, chloritization, argillization, hematitization, calcite-fluorite replacement of aegirine;;;Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1444;1286;Sunlite;Sunlite Oil REE showings 306 and 401; ; ;site(?); ;Canada;Saskatchewan;56.1236;-106.7931;In Cup Lake area.;other igneous deposit(?);pegmatite; ;REE, Ta, Nb, U; ; ; ; ;Showing; ;;pyrrhotite, pyrite, chalcopyrite;biotite;;;;;pegmatite, gneiss;;;;;Two pegmatites;Saskatchewan Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1445;1524;Swan Lake Gulch; ; ; ;site; ;United States;Idaho;42.633;-111.417; ;phosphorite; ; ;P, REE, V, U, F; ; ; ; ;Deposit; ;;carbonate-rich apatite (collophane);clay;Permian;;;;phosphatic shale, shale, limestone;;;;;;U.S. Geological Survey (1975);;;;No production;;;;;63 measured + indicated;;;;;;;;;;;;;U.S. Geological Survey (1975);Not compliant;;North America +1446;1288;Switch Creek; ; ; ;site; ;Canada;British Columbia;52.4124;-119.118;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1447;1289;Sydney; ; ; ;district or area; ;Canada;Québec;47.4299;-74.1234; ;unclassified; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;granitic gneiss;;alkaline granite;;GéoMégA Resources Inc.;Exploration based on known REE anomalies in lake bottom sediments in the area.;Théberge and Tremblay (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1448;1290;Teasdale; ; ;Elliott Lake;site; ;Canada;Ontario;46.4847;-82.5218;In Elliott Lake district, east of the former Denison Mines operation.;paleoplacer;quartz pebble conglomerate;stratabound;REE, U, Th; ; ; ; ;Deposit; ;uraninite, coffinite, uranothorite, monazite, allanite, bastnäsite, synchysite;uraninite, brannerite, coffinite, uranothorite, zircon, rutile, magnetite;quartz, potassic feldspar, pyrite, graphite, muscovite (sericite);;;Proterozoic;;pebble conglomerate;Matinenda Formation;quartzite, arkose;;Appia Energy Corp .;"Uraninite, coffinite, uranothorite are reported to carry 70% of the yttrium in the ore; the mineralization occurs in 3 horizons or ""reefs"" that average 4.4 m, 2.8 m, and 2.7 m thick (upper to lower).";"Appia Energy Corp. (2014); Goode and others (2013); Workman and others (2013)";;Drilling, sampling.;;No production;;;;;13.1 indicated + 38.5 inferred;0.0321 indicated + 0.0896 inferred;;;;;;;;;;;2013;Workman and others (2013);NI 43-101 compliant;0.554 lb/t U3O8 indicated, 0.474 lb/t U3O8 inferred;North America +1449;1364;Telixtlahuaca; ; ; ;intrusion or complex(?); ;Mexico;Oaxaca;17.3;-96.9;Latitude and Longitude are for town of Telixtlahuaca.;metamorphic(?);pegmatites; ;U, Th, Nb, Ta, REE; ; ; ; ;Showing; ;;;;;;Mesoproterozoic;1063–1053 Ma (U-Pb);;;;;;;"Camprubi (2009); Clark and Fitch (2013); Gómez-Caballero (1990)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1450;1525;Thor; ; ; ;district or area(?); ;United States;Nevada;35.437302;-115.141497;In Clark County.;other igneous deposit;veins;veins;U, Th, REE; ; ; ; ;Occurrence; ;fluorapatite, monazite, xenotime(?);zircon;;;;;;shonkinite, leucocratic granite;;;;Elissa Resources (2012);;"Broili and Klohn (2010); Bruns (2011)";1950's(?);;;No production;;;;;;;;;;;;;;;;;;;;;North America +1451;1291;Thor Lake;Blachford Lake; ; ;intrusion or complex; ;Canada;Northwest Territories;62.1;-112.667; ;alkaline igneous; ; ;Ta, Nb, Be, REE; ; ; ; ;Deposit; ;xenotime, gadolinite, yttrofluorite, bastnäsite, parisite, synchysite, monazite;phenakite, columbite, fluorite, thorite, bertrandite, zircon, tantalite, sphalerite, pyrite, magnetite, siderite, polylithionite;ankerite, aegirine, riebeckite, arfvedsonite, quartz, microcline, albite, biotite, chlorite, carbonates;Paleoproterozoic;;Paleoproterozoic;~2100 Ma;peralkaline syenite, gabbro, granite;Grace Lake syenite, Thor Lake syenite;;;Hecla Mining Co. of Canada (1988);Small, remote deposit. The T Zone deposit has significant REE, Y, and Be mineralization. Deposits are part of the Blachford Lake alkaline complex.;"Allan (2002); Castor (1994); Jackson and Christiansen (1993); Laval (1992); Möller (1989a); O'Driscoll (1988); Roskill Information Services (1988); Taylor and Pollard (1996); Trueman and others (1985); Woolley (1987)";1979;;;No production;;;;;0.510 exploitable;0.0023 exploitable;0.45;;;;;;;;;;1987;Jackson and Christiansen (1993);Not compliant;Most of known resources are in the T Zone.;North America +1452;1292;Thor Lake- T Zone; ; ;Thor Lake;site; ;Canada;Northwest Territories;62.1167;-112.5956; ;alkaline igneous; ; ;Be, REE, Ta, Nb;Y is dominant REE; ; ; ;Deposit; ;;;;Paleoproterozoic;;Paleoproterozoic;;syenite;Grace Lake syenite;;;Highwood Resources Ltd.;;Allan (2002);;;;No production;;;;;0.731 estimated;;;0.3% Y2O3;;;;;;;;;1985;Allan (2002);Not compliant;Northern T Zone;North America +1453;1293;Three G'S; ; ; ;site(?); ;Canada;British Columbia;50.9511;-118.4106; ;other igneous deposit;hydrothermal; ;GRF, REE; ; ; ; ;Showing; ;monazite;graphite, pyrrhotite, pyrite;quartz, mica;;;;;metasediments;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1454;1294;Three Valley Gap; ; ; ;intrusion or complex(?); ;Canada;British Columbia;50.9261;-118.3925; ;carbonatite;carbonatite-hosted deposits; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;fenitization;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1455;1527;Tobin Creek; ; ; ;district or area;Au mine;United States;Alaska;67.5309;-148.313; ;alluvial placer; ; ;Au, Pb, REE, W; ; ; ; ;Occurrence; ;monazite;galena, gold, magnetite, pyrite, scheelite;;Quaternary;;Quaternary;;alluvium;;;;;;Grybeck (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1456;1528;Tolovana; ; ; ;district or area; ;United States;Alaska;65.5;-148.167; ;alluvial placer; ; ;Au, REE, PGE; ; ; ; ;Showing; ;monazite;native gold, magnetite, ilmenite, chromite, spinel, cinnabar, stibnite, scheelite, cassiterite;;;;;;;;;;;;Nokleberg and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1457;1295;Topsails; ; ; ;intrusion or complex(?); ;Canada;Newfoundland and Labrador;48.804;-57.2; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;monazite, allanite;aenigmatite, zircon, fluorite, magnetite;aegirine, amphibole, quartz;;;;421 ± 7 Ma, average (Rb-Sr);peralkaline granite, syenite, gabbro, comenditic flows and peralkaline ignimbrites;;;;;Age is average of 5 samples.;Woolley (1987);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1458;1529;Trail Creek; ; ; ;site; ;United States;Idaho;42.733;-111.417; ;phosphorite; ; ;P, REE; ; ; ; ;Deposit; ;monazite;carbonate-rich apatite (collophane), vanadinite, uraninite, pyrite;clay;Permian;;;;mudstone;;;;;Approximately 0.1% REE in P ore.;Jackson and Christiansen (1993);;;;No production;;;;;27.0 exploitable;;;;;;;;;0.043 exploitable;0.159;;1984;Jackson and Christiansen (1993);Not compliant;;North America +1459;1530;Trail Ridge;Highland Trail Ridge, Starke Trail Ridge; ; ;district or area; ;United States;Florida;30.033;-82.033; ;shoreline placer;marine placer; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, (leucoxene), rutile, staurolite, zircon, kyanite, sillimanite;quartz, tourmaline, corundum, garnet, epidote;Pleistocene;;;;aeolian sand;;;;DuPont;;"Loughbrough (1992); Mertie (1975); Towner (1992)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1460;1296;Trident Mountain; ; ; ;site; ;Canada;British Columbia;51.9056;-118.1511; ;alkaline igneous;nepheline syenite; ;NEPH, FLD, REE; ; ; ; ;Occurrence; ;;nepheline syenite, microcline, albite, ilmenite, sodalite, apatite, titanite, pyrochlore, zircon;biotite, cancrinite, calcite;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1462;1299;Upper Bugaboo;Bugaboo; ; ;site; ;Canada;British Columbia;50.7472;-116.7136; ;alluvial placer;surficial placers; ;U, Nb, Th, REE; ; ; ; ;Occurrence; ;monazite, allanite;uraninite, uranothorite;;;;Cenozoic;;unconsolidated gravel;;;;;;"British Columbia Geological Survey (2014); Nokleberg and others (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1463;1300;Upper Fir; ; ; ;site; ;Canada;British Columbia;52.3088;-119.1573;Estimated location.;carbonatite; ; ;Ta, REE; ; ; ; ;Showing; ;;;;;;Carboniferous;332.5 ± 5.7 Ma (Pb-Pb, zircon);carbonatite;Upper Fir carbonatite;;;;;Kulla and Hardy (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1464;1301;Ursa; ; ;Mount Bisson;site; ;Canada;British Columbia;55.4969;-123.9642; ;other igneous deposit;Rare element pegmatite - NYF family; ;Th, REE; ;La, Ce, Pr, Nd, Sm; ; ;Showing; ;allanite;titanite;biotite;;;;;peraluminous pegmatitic granite in calc-silicate horizons;Wolverine gneiss;Ingenika Group metasedimentary rocks;;;;"Breaks (2009); British Columbia Geological Survey (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1465;1303;Verity;Lempriere; ; ;site; ;Canada;British Columbia;52.3994;-119.1558; ;carbonatite;carbonatite-hosted deposits; ;Nb, Ta, P, U, REE, VRM; ; ; ; ;Occurrence; ;;pyrochlore, columbite, apatite, vermiculite, magnetite, zircon, pyrite, pyrrhotite;dolomite, calcite, amphibole, biotite, albite, olivine;Devonian–Mississippian;;Carboniferous;325 Ma (U-Pb);carbonatite, beforsite, sövite, fenite;;;;;;"British Columbia Geological Survey (2014); Butrenchuk (1996); Kulla and Hardy (2015); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1466;1304;Virgil;Brent; ; ;site; ;Canada;British Columbia;55.7142;-124.415; ;carbonatite;carbonatite-hosted deposits; ;Nb, Zr, Ti, U, REE; ;La, Nd; ; ;Occurrence; ;;columbite, pyrochlore, zircon, apatite;calcite, biotite, feldspar;;;;;;;;;;Rock chip samples contained as much as 1 percent Nb and 300 ppm to >900 ppm REE.;"American Manganese Inc. (2010); British Columbia Geological Survey (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1467;1305;Vowell Creek;Bugaboo; ; ;site; ;Canada;British Columbia;50.8333;-116.8011; ;alluvial placer;surficial placers; ;U. Nb, Th, REE, Ta;Y;Ce, La; ; ;Occurrence; ;allanite, monazite;magnetite, ilmenite, rutile, zircon, titanite, uraninite;apatite, andalusite;;;Cenozoic;;unconsolidated gravel;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1468;1535;Wagon Bow; ; ; ;district or area; ;United States;Arizona;34.018;-113.8677; ;other igneous deposit;pegmatite; ;REE; ; ; ; ;Occurrence; ;monazite, xenotime;Nb-bearing rutile, cassiterite;quartz, biotite, microcline, epidote, hematite, goethite, muscovite;;;;;;;;;;Occurrence consists of three pegmatites.;Brown (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1469;1307;Waterloo;QEM; ; ;site; ;Canada;British Columbia;51.1667;-116.3831; ;metalliferous black shale;Sedimentary exhalative Zn-Pb-Ag; ;Ag, Pb, Zn, Cu, Au, GEM, U, NEPH, REE; ; ; ; ;Occurrence; ;;gemstones, nepheline syenite, pyrrhotite, pyrite, chalcopyrite, galena, sphalerite, arsenopyrite, sodalite;calcite, quartz;;;;;;;;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1470;1308;Welsford; ; ; ;intrusion or complex(?); ;Canada;New Brunswick;45.459194;-66.234774;Estimated location.;unclassified; ; ;Zr, Nb, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;Cache Exploration Inc. (2012);;"Canadian Business Journal (2014); Elliott (2012e)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1471;1309;Weres; ; ; ;site(?); ;Canada;Québec;46.313;-71.196; ;unclassified; ; ;REE, Th; ;0.06% Nd, 0.154% Ce 0.09% La reported; ;up to 0.303% TREE reported;Showing; ;;;;;;;;;;;;Critical Elements Corporation;;Critical Elements Corporation (2011a);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1472;1537;Westcriffe; ; ; ;intrusion or complex(?); ;United States;Colorado;38.14;-105.458; ;carbonatite; ; ;P, Ba, F, REE; ; ; ; ;Showing; ;;;;Upper Precambrian;;;;;;;;;;U.S. Geological Survey unpublished files;;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1473;1538;Wet Mountains; ;includes Gem Park, McClure Mtn-Iron Mtn, Democrat Creek, and other occurrences; ;intrusion or complex(?); ;United States;Colorado;38.16695;-105.21388; ;carbonatite; ; ;REE, Th; ; ; ; ;Deposit; ;apatite, bastnäsite, synchysite, xenotime, monazite;thorite, barite, hematite;quartz;Cambrian;;;;alkaline rocks, carbonatite dikes;;;;U.S. Rare Earths Inc.;REE, Nb, and Th occur in veins and carbonatite dikes.;"Armbrustmacher (1989); Castor (1994); Jackson and Christiansen (1993); Long and others (2010); Möller (1989a); Woolley (1987)";;;;No production;;;;;13.957 exploitable;0.141 exploitable;1.01;;;;;;;;;;1989;Jackson and Christiansen (1993);Not compliant;;North America +1474;1539;Whitetail Ridge; ; ;part of Bear Lodge;site; ;United States;Wyoming;44.494;-104.4503; ;carbonatite; ; ;REE, Au; ; ; ; ;Deposit; ;bastnäsite, monazite, cerianite-(Ce), xenotime, ancylite, carbocernaite, burbankite;strontianite, hematite, thorite, fluorite, magnetite;aegirine-augite, actinolite, quartz, feldspar, calcite, biotite, (hornblende);Eocene;;;;carbonatite, trachyte, phonolite, minor syenite and nepheline syenite;;;;Rare Element Resources Ltd. (2012);;"Dahlberg (2014); Larochelle and others (2012)";;;;No production;;;;;3.9 indicated;0.000096;2.47;;1.5;;;;;;;;;Dahlberg (2014);NI 43-101 compliant;;North America +1475;1311;Wicheeda;Carbo, Wicheeda Lake; ; ;intrusion or complex; ;Canada;British Columbia;54.5333;-122.0847; ;carbonatite;carbonatite-hosted deposits;disseminated, dikes;Nb, REE, P; ;La, Ce, Pr; ;REE content averages 9663 ppm in samples;Occurrence; ;bastnäsite, synchysite, parasite, cordylite-(Ce), kukharenkoite-(Ce), cebaite-(Ce), huanghoite-(Ce), qaqarssukite-(Ce), ancylite-(Ce), monazite-(Ce), euxenite-(Y), allanite-(Ce);pyrochlore, apatite, strontianite, barite, thorite, magnetite, Nb-bearing rutile, pyrite;calcite, dolomite, ankerite, riebeckite, arfvedsonite, pyroxene, chlorite, biotite, plagioclase, muscovite;;;;;carbonatite;;syenite, phyllite, fenite;carbonate;Spectrum Mining Corp.;;"British Columbia Geological Survey (2014); Dalsin and others (2015); Electric Metals (2011b)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1476;1313;Will;Will No. 2, Will No. 1; ; ;site; ;Canada;British Columbia;55.5739;-124.0064; ;other igneous deposit;Rare element pegmatite - NYF family; ;Th, REE, Ta, Cu;Y;La, Ce; ; ;Showing; ;monazite;chalcopyrite, allanite, titanite, fluorapatite, vesuvianite;aegirine, augite, quartz, pyrite, malachite, magnetite, epidote;;;;;metasediments, pegmatite;;;;;;"Breaks (2009); British Columbia Geological Survey (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1477;1541;Wind Mountain;Cornudas Mountains; ; ;intrusion or complex(?); ;United States;New Mexico;32.02382;-105.50162; ;alkaline igneous; ; ;Be, REE; ; ; ; ;Occurrence; ;eudialyte, monazite, bastnäsite, aeschynite;Be, aenigmatite, catapleiite, parakeldyshite, pyrite, fluorite;nepheline, arfvedsonite, riebeckite, feldspar, aegirine, chabazite, natrolite, olivine, analcime;;;;;nepheline syenite;;;;;Eudialyte in dikes, sills, and laccoliths.;"Long and others (2010); McLemore and others (1988); McLemore and others (1996b); McLemore and others (1996a); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1478;1542;Wolf Mountain; ; ; ;site; ;United States;Alaska;62.333;-161.483; ;other igneous deposit; ; ;REE, As, Hg, U, Th, Nb, Mo; ; ; ; ;Occurrence; ;monazite, bastnäsite;arsenopyrite, cinnabar;;;;;;andesite, dacite, tuff, granite, alaskite, adamellite;;;;;~0.10% TREO reported by Nokleberg and others (1996).;Nokleberg and others (1996);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1479;1543;Wooley Valley; ; ; ;site; ;United States;Idaho;42.833;-111.4; ;phosphorite; ; ;P, REE; ; ; ; ;Deposit(?); ;monazite;carbonate-rich apatite (collophane), vanadinite, uraninite, pyrite;clay;Permian;;;;mudstone;;;;;Approximately 0.11% REE in P ore.;Jackson and Christiansen (1993);;;;Past byproduct producer(?);;1955–1987;Jackson and Christiansen (1993);"11.453 Mt phosphate ore produced; unclear if TREO ever extracted.";;;;;;;;;;;;;;;;;North America +1480;1314;Yellow Lake; ; ; ;site; ;Canada;Saskatchewan;56.8917;-105.1271; ;other igneous deposit; ; ;REE; ; ; ; ;Occurrence; ;monazite;limonite, apatite;;;;;;;;;;;;Normand (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1481;1315;Yippie;Ice River; ; ;site; ;Canada;British Columbia;51.1483;-116.3678; ;other igneous deposit;hydrothermal vein;vein;REE, Nb;Y; ; ; ;Showing; ;;;nepheline;;;;;pegmatite;;syenite;;;;British Columbia Geological Survey (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1482;1316;Ytterby; ; ; ;site; ;Canada;Québec;55.756;-63.698; ;unclassified; ; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;Midland Exploration, JOGMEC;;"Canadian Business Journal (2014); Watanabe (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1483;1318;Ytterby 3; ; ; ;site; ;Canada;Newfoundland and Labrador;55.518;-63.3342;In Labrador.;alkaline igneous;pegmatite-aplite dikes, Fe-rich pods; ;REE; ; ; ; ;Showing; ;;;;;;;;alkaline granite;;;;;;"Kerr and Rafuse (2011); Newfoundland and Labrador Geological Survey (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1484;1367;Yuca;La Yuca; ; ;site; ;Mexico;Chihuahua;30.5444;-106.325; ;carbonatite; ;stock, breccia, dikes, sills;REE, Sr; ; ; ; ;Showing; ;;fluorite, andradite, magnetite;calcite, hematite, quartz, dolomite;Eocene;;Eocene;36.0 Ma (Ar-Ar);carbonatite;;;;;Stock-like body about 900 m in diameter.;"Clark and Fitch (2013); Nandigam (2000); Servicio Geológico Mexicano (2011); Servicio Geológico Mexicano (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1485;1320;Zinfandel; ; ;Red Wine;site; ;Canada;Newfoundland and Labrador;54.0936;-62.5581; ;alkaline igneous; ; ;REE, Nb, Zr; ; ; ; ;Occurrence; ;eudialyte;;nepheline;;;Mesoproterozoic;;syenite, pyroxenite;Red Wine intrusive suite;;;Search Minerals;;Newfoundland and Labrador Geological Survey (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +1486;6001;Acropolis; ; ; ;site; ;Australia;South Australia;-30.6207;136.7486; ;hydrothermal Fe-oxide deposit ± Cu, Au;IOCG(?);vein;Fe, Cu, U, Au, REE; ; ; ; ;Showing; ;;bornite, chalcopyrite, gold, hematite, magnetite, uraninite;apatite, chlorite, pyrite, quartz;;;;;;;;metasomatic, hydrothermal;;;"South Australia Department of State Development Resources and Energy Group (2013); South Australia Department of State Development Resources and Energy Group (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1487;6002;Adella; ; ; ;district or area; ;Australia;Victoria;-36.6464;142.2018; ;shoreline placer; ; ;Ti, REE, Zr; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, (leucoxene), rutile, zircon;;;;;;rhyodacite, rhyolite, dacite, basalt, tuff, breccia, siltstone, sandstone, mudstone;Gawler Range Volcanics(?);;;;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1488;6003;Agnes Water;Rocky Point; ; ;district or area; ;Australia;Queensland;-24.178;151.8834;"5 km southeast of the township of Agnes Water; resources are within the Agnes Waters National Park.";shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon;quartz;Quaternary(?);;;;beach, beach ridge, and dune sand;;;;Mineral Deposits Ltd.;Three generations of dunes with 2-4% heavy minerals.;"Denaro (2011); ESCAP and ABMRGG (1988); Gupta and Krishnamurthy (2005); Jackson and Christiansen (1993); Towner (1992); Towner and others (1988); Wallis and Oakes (1990)";1956;;;No production;;;;;2) 217.8 ;;;;;;1) 2–4;;;;;;;"1) ESCAP and ABMRGG (1988); 2) Gupta and Krishnamurthy (2005)";Not compliant;;Oceania +1489;6004;Alexander River; ; ; ;site(?); ;Australia;Western Australia;-33.8766;122.7715; ;shoreline placer(?);; ;Ti, Zr, GAR, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, garnet, staurolite, rutile, (leucoxene);spinel;;;;;;;;;;Mineralization is on beach at mouth of the river.;"Baxter (1977); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1490;6005;Alexandra Bridge; ; ;Beenup-Karridale project;district or area; ;Australia;Western Australia;-34.1024;115.2159;On east side of the Blackwood River, north of the Alexandra Bridge.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene), zircon, rutile, staurolite, kyanite;actinolite, epidote, anthophyllite, tourmaline, augite, wollastonite;;;;;sand, silt;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1491;6006;Alice Springs; ; ; ;site(?); ;Australia;Northern Territory;-23.6957;133.8679; ;other igneous deposit;"pegmatite; listed by Hoatson and others (2011) as ""apatite and/or fluorite veins"" although no apatite or fluorite reporte"; ;Zr, Ti, REE, Th; ; ; ; ;Deposit;small deposit;allanite;zircon, rutile, (leucoxene), ilmenite;;;;;;;;;;;Allanite contains 20% rare earths and 1.5% Th.;"Geoscience Australia (2013); Hoatson and others (2011); Jackson and Christiansen (1993); O'Driscoll (1988)";1987;;;No production;;;;;1;;;;;;;;4 allanite;;;;;O'Driscoll (1988);Not compliant;;Oceania +1492;6007;Allied Eneabba; ; ; ;district or area;historic HM mine;Australia;Western Australia;-29.9;115.267; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, kyanite;;Pleistocene–Recent;;;;;;;;Renison Goldfields Consolidated Ltd. (1988);;"Anstett (1986); Roskill Information Services (1988); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;Past byproduct producer;;;;;150 total;;;;;;4;;;;0.043;;;Roskill Information Services (1988);Not compliant;;Oceania +1493;6523;Alpine;Alpine Dike Swarm, Haast River; ; ;intrusion or complex; ;New Zealand;West Coast;-43.9914;169.3047; ;carbonatite; ;dikes;Ba, Sr, REE; ; ; ; ;Showing(?); ;monazite, carbocernaite, daqingshanite-(Ce), fergusonite;apatite, norsethite, barite, strontianite, rutile, thorite, stilpnomelane, chalcopyrite, siderite, pyrite, galena, sphalerite;albite, aegirine, ankerite, dolomite;Late Oligocene–Early Miocene;;;;carbonatite;;schist, lamprophyre;fenitization;;Swarm of carbonatitic lamprophyre dikes (and some sills, breccia pipes) intrude the Haast Schist in an area extending 110 km from the headwaters of the Paringa River, south to the Shotover River.;"Christie and others (2014); Cooper and Paterson (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1494;6009;Amata; ; ; ;site; ;Australia;South Australia;-26.1325;131.1222; ;other igneous deposit;pegmatite; ;REE; ; ; ; ;Occurrence; ;allanite;;quartz, feldspar;;;;;pegmatite;;;;;;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1495;6010;Amata South; ; ; ;site; ;Australia;South Australia;-26.1247;131.1908; ;other igneous deposit;pegmatite; ;REE; ; ; ; ;Occurrence; ;allanite;;quartz, feldspar;;;;;pegmatite;;;;;;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1496;6011;Ambassador; ; ; ;site(?); ;Australia;Western Australia;-29.9867;123.8133; ;sedimentary;Rare-earth elements associated with lignite in sandstone-hosted polymetallic uranium deposits, sandstone hosted U, REE-bearing lignite; ;U, Ni, Co, REE, Sc, Cu, V, Zn; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Hoatson and others (2011); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1497;6012;Ambergate;includes former Cable Sands mine;Ambergate 2, Ambergate West 2–6; ;district or area; ;Australia;Western Australia;-33.7016;115.3401;In Murray Basin.;shoreline placer; ; ;REE, Ti, Zr; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon;;Pleistocene–Recent;;;;beach sand;;;;Olympia Resources Ltd. (2003);;"Anstett (1986); Geoscience Australia (2013); Hoatson and others (2011); O'Driscoll (1988); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1498;6013;Ambrosia; ; ;Jacinth-Ambrosia;district or area;HM mine;Australia;South Australia;-30.852;132.2237;In Eucla Basin.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Deposit; ;monazite;zircon, rutile, ilmenite, pseudorutile(?), anatase(?), chromite;quartz, tourmaline, spinel, staurolite;Middle Eocene;;Middle Eocene;;beach sand;;;;Iluka Resources Ltd.;Monazite content in the heavy mineral concentrate is typically low (~0.2 percent). Overburden averages 8 m thick.;"Geoscience Australia (2013); Hoatson and others (2011); Hou and others (2011); Reid and Hou (2006)";2004;;;No production;;;;;;;;;;3;;;;;~0.2 estimated;;;Hou and others (2011);JORC compliant (tonnage);The monazite grade is percent of HM concentrate.;Oceania +1499;6014;Amity; ; ; ;district or area; ;Australia;Queensland;-27.4202;153.4473;Estimated location North Stradbroke Island.;shoreline placer;high dune heavy-mineral sand deposit; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;;quartz;Pliocene–Pleistocene;;;;;;;;Consolidated Rutile Ltd. (1989);;"Hedrick and Templeton (1991); Jaireth and others (2014)";;;suction dredge;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1500;6015;Amity Swamp; ; ; ;site(?); ;Australia;Queensland;-27.4269;153.4435;On North Stradbroke Island.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;quartz;Cenozoic;;Cenozoic;;dune sand;;;;;;von Gnielinski (2015);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Oceania +1501;6016;Angourie; ; ; ;district or area; ;Australia;New South Wales;-29.815;153.268; ;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;beach sand;;;;;;Hoatson and others (2011);;;;Not known;;;;;;;;;;;;;;;;;;;;;Oceania +1502;6525;Arahura; ; ; ;district or area;active Au mine;New Zealand;West Coast;-42.6945;171.0593; ;alluvial placer; ; ;Au, REE; ; ; ; ;Showing; ;monazite;magnetite, ilmenite, titanite, garnet, (leucoxene), zircon, fluorapatite, rutile, pyrite;biotite, muscovite, chlorite, epidote, tremolite;;;;;gravel;;;;;;"Bradley (1977); Christie and others (2010); Overstreet (1967)";;;dredge;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1503;6019;Armchair; ; ;Mount Painter district;site; ;Australia;South Australia;-30.2035;139.364; ;other igneous deposit;mineralization in hematitic breccia in granite breccia; ;U, Cu, REE; ; ; ; ;Showing; ;;torbernite, chalcopyrite, malachite, pyrite, molybdenum;hematite;;;;;hematite breccia, granite breccia;;;hydrothermal;;;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1504;6020;Atacama; ; ; ;district or area; ;Australia;South Australia;-30.838;132.208;In Eucla Basin.;shoreline placer; ; ;Ti, Zr, REE(?); ; ; ; ;Occurrence; ;;ilmenite, (leucoxene), zircon, rutile;;;;;;;;;;Iluka Resources Ltd.;Overburden is 5–42 m thick.;"Geoscience Australia (2012); Hou and others (2011); Iluka (2013b)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1505;6526;Atarau; ; ; ;district or area;historic(?) Au mine;New Zealand;West Coast;-42.3188;171.4531; ;alluvial placer; ; ;Zr, Au, Ti, REE; ; ; ; ;Showing; ;monazite;gold, ilmenite, zircon;;;;;;;;;;;;"Christie and others (2010); Overstreet (1967)";;;dredge;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1506;6021;Atlas; ; ; ;district or area; ;Australia;New South Wales;-33.8833;143.35; ;shoreline placer; ; ;Ti, Zr, U, REE, Th; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1507;6022;Atlas; ; ; ;district or area(?);HM deposit;Australia;Western Australia;-30.5382;115.2489;In North Perth Basin.;shoreline placer; ; ;Ti, Zr, GAR, STA, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene), rutile, zircon, garnet, staurolite;;;;Late Pleistocene;;beach sand and clay sand;;;;;Heavy mineral sands of Munbinea shoreline.;"Image Resources (2015b); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Oceania +1508;6023;Australind; ; ; ;district or area; ;Australia;Western Australia;-33.233;115.75; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, rutile, zircon, (leucoxene), garnet;quartz;Quaternary;;;;sand;;;;;;Jackson and Christiansen (1993);;;;No production;;;;;6;;;;;;15;;;;0.03;;;Jackson and Christiansen (1993);Not compliant;;Oceania +1509;6024;Avonbank;Avon Bank; ; ;district or area; ;Australia;Victoria;-36.6369;142.3092;Deposit is offshore.;shoreline placer; ; ;Ti, REE, Zr; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, rutile, zircon, (leucoxene);tourmaline;;;;;sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014); Victoria Department of State Development, Business and Innovation (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1510;6027;Bald Hill North and South; ; ;Hastings Yangibana project;district or area; ;Australia;Western Australia;-23.9061;116.2959; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Deposit;small deposit;monazite, xenotime(?);;;;;;;;Gifford Creek carbonatite complex;;;Rare Earth Minerals PLC (30%);"Bald Hill is limonitic weathered alkaline intrusion; mineralization is in ironstone dikes with anomalous REE.";"Hoatson and others (2011); Rare Earth Minerals PLC (2015a); Western Australia Department of Mineral and Petroleum Resources (2012); Western Australia Geological Survey (2013)";;;;No production;;;;;0.14 inferred;;0.87 inferred;3068 ppm Nd2O3, 641 ppm Pr2O3, 74 ppm Dy2O3, 87 ppm Eu2O3 inferred;;;;;;;;;;Rare Earth Minerals PLC (2015);JORC compliant;Reported resource is for Bald Hill North.;Oceania +1511;6028;Balladonia; ; ; ;district or area; ;Australia;Western Australia;-32.8154;123.2355;In Eucla Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene), rutile, zircon;staurolite, tourmaline, garnet, sillimanite, barite;Eocene;;Eocene;;beach sand;;;;;Up to 5% heavy minerals.;Hou and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1512;6029;Banshee; ; ;Browns Range;site; ;Australia;Western Australia;-18.9558;128.9298; ;other igneous deposit;breccia-hosted hydrothermal veins; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1513;6030;Barda; ; ; ;district or area; ;Australia;New South Wales;-33.54;142.836; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1514;6527;Barrytown; ; ; ;district or area; ;New Zealand;West Coast;-42.1981;171.3229; ;shoreline placer; ; ;Ti, Zr, REE, GAR, Au; ; ; ; ;Deposit; ;monazite;ilmenite, gold, zircon, garnet, magnetite, rutile, U-thorite, cassiterite;quartz, feldspar;Holocene;;Holocene;;beach and dune sand;Nine Mile Formation;;;Grampian Mining Pty. Ltd. (1993?);Marine placer beach and dune sands extending over a distance of 16 km along the coast. Deposit averages 10 m thick.;"Brathwaite and Christie (2006); Christie and others (2000); Christie and others (2010); ESCAP (1988); ESCAP and ABMRGG (1988); GNS Science (2013); Towner (1992)";;;;No production;;;;;73.3;0.0004;0.00054;;;;;;;0.0007 resource;0.001;;;Jackson and Christiansen (1993);Not compliant;;Oceania +1515;6031;Barton; ; ; ;district or area; ;Australia;South Australia;-30.5293;132.679;In Eucla Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, zircon, rutile, (leucoxene);;;;;;;;;;;;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1516;6032;Barton West; ; ; ;district or area; ;Australia;South Australia;-30.3398;132.3946;In Eucla Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, zircon, rutile, (leucoxene);;;;;;;;;;;;Hou and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1517;6033;Bayside;Yoganup North; ; ;district or area; ;Australia;Queensland;-27.5267;153.42;Estimated location on North Stradbroke Island.;shoreline placer;high dune heavy-mineral sand deposit; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;;quartz;Pliocene–Pleistocene;;;;;;;;Consolidated Rutile Ltd.;Exhausted 1998.;"Hedrick (1995); Hedrick (1996); Hedrick and Templeton (1991); O'Driscoll (1988); Wallis and Oakes (1990)";;;suction dredge;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1518;6034;Becaroo; ; ; ;site(?); ;Australia;South Australia;-31.948;139.9038; ;other igneous deposit;igneous-related(?); ;U, REE; ; ; ; ;Showing; ;;;quartz;Mesoproterozoic;;Mesoproterozoic;;trondhjemite to granodiorite, (hornblende) quartz monzodiorite to biotite granodiorite;;;;;;"South Australia Department of State Development Resources and Energy Group (2013); South Australia Department of State Development Resources and Energy Group (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1519;6035;Beedarry Creek; ; ; ;site(?); ;Australia;Western Australia;-25.48;117.1266; ;alluvial placer; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1520;6036;Beenup; ; ; ;district or area;historic HM mine;Australia;Western Australia;-34.238408;115.257396;Part or all of the mine may have been offshore.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?); ;monazite;ilmenite, zircon, (leucoxene), safflorite, rutile;clay;Lower Cretaceous;;;;sandstone;Leederville Formation;;;BHP Titanium Minerals Pty. Ltd.;Deposit contains 20% clay. Operation closed due to processing problems.;"ESCAP and ABMRGG (1988); Hedrick (1995); Hedrick (1996); Hedrick (1998); Harben and Kužvart (1996); Hoatson and others (2011); Industrial Minerals (1999); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;Past byproduct producer(?);;;;HMs produced from 1997–1999.;;;;;;26.995 proven;;;;;;;1997;Western Australia Department of Mineral and Petroleum Resources (2012);Not compliant;;Oceania +1521;6037;Benbow; ; ; ;district or area; ;Australia;New South Wales;-33.8295;142.7343; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1522;6038;Benger North; ; ;Bunbury area;site; ;Australia;Western Australia;-33.1752;115.8691; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?); ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production(?);HM Mine is closed.;;;;;;;;;;;;;;;;;;;;Oceania +1523;6039;Bidaminna; ; ; ;district or area; ;Australia;Western Australia;-31.0968;115.6001; ;shoreline placer; ; ;Ti, Zr, GAR, STA, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene), zircon, rutile, garnet, staurolite;;;;;;beach sand;Guildford Formation;;;Image Resources;Heavy mineral sands of Munbinea shoreline. Deposit is at depth of about 27 m.;"Geoscience Australia (2013); Hoatson and others (2011); Image Resources (2015a); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1524;6529;Birchfield; ; ; ;district or area; ;New Zealand;West Coast;-41.6836;171.7797; ;shoreline placer; ; ;Ti, Zr, REE, Sn; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;;;;;;;"ESCAP and ABMRGG (1988); GNS Science (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1525;6040;Birne; ; ; ;district or area;district or area;Australia;Victoria;-35.9283;143.0681; ;shoreline placer; ; ;Ti, REE, Zr; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, (leucoxene), rutile, zircon;;;;;;sand;;;;;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1526;6041;Birthday Gift;Twelve Mile; ; ;district or area; ;Australia;New South Wales;-33.4803;142.9167;In Murray Basin.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Deposit; ;monazite;zircon, rutile, ilmenite, (leucoxene);quartz;Lower Pliocene;;;;beach sand;;;;RZ Mines Pty. Ltd.;"Deposit is a coarse-grained beach placer that is not exposed; it includes alluvial and residual material.";"Hoatson and others (2011); Lishmund and others (1999); Pearson (1999); Mineral Deposits Ltd. (2000)";;;;No production;;;;;61 indicated+inferred;;;;;;3.6;;;;;;;Lishmund and others (1999);Not compliant;;Oceania +1527;6530;Blackball; ; ; ;district or area; ;New Zealand;West Coast;-42.3814;171.4188; ;alluvial placer; ; ;Au, REE; ; ; ; ;Showing; ;monazite;gold, magnetite, ilmenite, garnet, titanite, zircon;biotite, epidote, quartz, chlorite, muscovite, tourmaline;;;;;;;;;;;"Christie and others (2014); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1528;6043;Blind Pew; ; ; ;district or area; ;Australia;New South Wales;-33.7111;142.6757; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1529;6044;Blueys Folley;Blues Folley; ; ;site(?); ;Australia;Northern Territory;-23.473358;134.859265; ;other igneous deposit(?);pegmatite(?); ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Northern Territory Geological Survey (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1530;6045;Boambee; ; ; ;district or area; ;Australia;New South Wales;-30.3341;153.1155; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;Not known;;;;;;;;;;;;;;;;;;;;;Oceania +1531;6046;Bondi East; ; ;Douglas;district or area;historic HM mine;Australia;Victoria;-37.0517;141.8246; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, (leucoxene), rutile, zircon, chromite, staurolite;topaz, tourmaline;;;;;sand;;;;;;"Iluka (2013a); Victoria Department of State Development, Business and Innovation (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1532;6047;Bondi Main; ; ;Douglas;district or area; ;Australia;Victoria;-37.1061;141.7768; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, (leucoxene), rutile, zircon, chromite, staurolite;topaz, tourmaline;;;;;sand;;;;;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1533;6048;Bondi West; ; ;Douglas;district or area; ;Australia;Victoria;-37.144;141.7504; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, (leucoxene), rutile, zircon, chromite, staurolite;topaz, tourmaline;;;;;sand;;;;;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1534;6049;Boonanarring; ;includes Boonanarring North Block, Boonanarring Block D, Boonanarring Block E; ;district or area; ;Australia;Western Australia;-31.1782;115.809; ;shoreline placer;; ;Ti, Zr, STA, TOUR, KYN, REE; ; ; ; ;Occurrence; ;monazite, xenotime;zircon, ilmenite, rutile, (leucoxene), staurolite, tourmaline, kyanite;;;;;;;;;;Image Resources;Heavy mineral sands of Gingin shoreline.;"Geoscience Australia (2013); Image Resources (2015b); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1535;6050;Boulder Ridge; ; ;Brown's Range Dome;site; ;Australia;Northern Territory;-19.73;129.25; ;other igneous deposit; ;veins;REE;HREE form up to ~99% of TREE; ; ; ;Occurrence; ;xenotime;;quartz;;;;;silicified and brecciated sandstone;;;;Northern Minerals Ltd.;Chip sampling shows up to 12% TREO.;"Bauk (2012); Northern Minerals Ltd. (2014a)";;Previous exploration in 1970's and 1980's.;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1536;6051;Bowen;Abbot Point; ; ;district or area; ;Australia;Queensland;-19.8834;148.0797;Needs to be checked out.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;quartz;;;;;sand;;;;;;Jackson and Christiansen (1993);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1537;6052;Brandy Flats; ; ;Eneabba;site(?); ;Australia;Western Australia;-29.7772;115.2762; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?); ;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Oceania +1538;6053;Bribie Island; ; ; ;district or area; ;Australia;Queensland;-27.0468;153.17;In National Park or other land excluded from mineral exploitation.;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite;quartz;Quaternary;;Quaternary;;beach, beach ridge, and dune sand;;;;;;"Denaro (2011); Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1539;6054;Bridge Hill Ridge; ; ; ;district or area; ;Australia;New South Wales;-32.417;152.467; ;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite;quartz;Quaternary;;;;dune sand;;;;;Marine placer and wind-blown dunes.;"ESCAP and ABMRGG (1988); Towner (1992); Towner and others (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1540;6055;Brigantine; ; ; ;district or area; ;Australia;New South Wales;-33.65;142.8; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1541;6057;Broadbeach; ; ; ;site(?);historic HM mine;Australia;Queensland;-28.0229;153.4344; ;shoreline placer; ; ;Ti, Zr, REE, PGE; ; ; ; ;Deposit(?); ;monazite;ilmenite, zircon, rutile, platinum, osmium;quartz;Cenozoic;;Cenozoic;;coastal sediments;;;;;;von Gnielinski (2015);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Oceania +1542;6058;Broadwater; ; ; ;district or area; ;Australia;New South Wales;-29.0248;153.4324;In National Park or other land excluded from mineral exploitation.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon, magnetite;;;;;;dune sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1543;6059;Brockman; ;Brockman 1-15;Hastings-Brockman;intrusion or complex; ;Australia;Western Australia;-18.3192;127.782; ;alkaline igneous;"peralkaline igneous-associated; REE in felsic volcanic rock; volcanogenic";bedded, disseminated, banded;REE, Ta, Zr, Ga, Hf, Nb, U;Y present; ; ; ;Occurrence(?); ;bastnäsite, parisite, synchysite, Y-bearing niobates;bertrandite, chalcopyrite, columbite, galena, ilmenite, mica (Ga-bearing K-mica), pyrite, sphalerite, thorianite, zircon;quartz, albite, mica;;;Paleoproterozoic;;alkaline volcanic rock;;;;;;"Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014); Western Australia Department of Mineral and Petroleum Resources (2012)";1961;;;No production;;;;;22.084 indicated+inferred;;;0.10% Y2O3;1500 ppm Nb2O5;;;;;;;0.79% ZrO2, 0.31% Nb2O5, 0.023% Ta2O5;2010;Jaireth and others (2014);Not known;;Oceania +1544;6060;Brooks Bore; ; ; ;district or area; ;Australia;South Australia;-32.9875;140.9176; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;xenotime, monazite;ilmenite, rutile, zircon;;;;;;beach sand;;;;;;"Hoatson and others (2011); Geoscience Australia (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1545;6062;Browns Range; ;"Includes Gambit, Gambit West, Wolverine, and Area 5 deposits; Cyclops, Banshee, Boulder Ridge"; ;intrusion or complex; ;Australia;Western Australia;-18.8661;128.943;Location is for Gambit orebody.;other igneous deposit;breccia-hosted hydrothermal veins; ;REE;Y, Dy; ; ; ;Deposit; ;xenotime;;;Paleoproterozoic;;;;metamorphic rocks;;granite;;Northern Minerals Ltd. (2013);Veins on west side of Browns Range Dome, a granitic dome intruding Paleoproterozoic metamorphic rocks.;"Industrial Minerals (2013); Northern Minerals Ltd. (2012a); Northern Minerals Ltd. (2012b); Northern Minerals Ltd. (2014b); Ollett (2012b)";1980's;;;No production;;;;;8.47 indicated+inferred;0.0524;0.62;;0.15% TREO;;;;;;;;2014;Northern Minerals Ltd. (2014b);JORC compliant;;Oceania +1546;6531;Bruce Bay; ; ; ;district or area; ;New Zealand;West Coast;-43.545;169.6456;Location is offshore.;shoreline placer; ; ;Ti, REE, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;;;;;;Not considered to be economic for titanium.;"Bradley (1977); ESCAP and ABMRGG (1988); GNS Science (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1547;6064;Bullant-Karridale; ; ; ;district or area; ;Australia;Western Australia;-34.1502;115.1482; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1548;6066;Bullsbrook; ; ; ;district or area; ;Australia;Western Australia;-31.6304;116.0234; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile, (leucoxene);quartz, clay;;;;;beach sand;;;;;"Heavy mineral sands of Gingin shoreline; mineralized sand is lenticular in shape and contains 5% to 50% heavy minerals. Deposit is up to 10 m thick, <80 m wide and traceable for a length of 6 km.";"Baxter (1977); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1549;6067;Bunbury; ; ; ;district or area; ;Australia;Western Australia;-33.317;115.633; ;shoreline placer; ; ;REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, magnetite, zircon, rutile, garnet;;Pleistocene–Recent;;;;;;;;Cable Sands Pty. Ltd.;Dry mining operation. Produced xenotime as well as monazite.;"Dreissen (1990); Harben and Kužvart (1996); Hedrick and Templeton (1991); Overstreet (1967)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1550;6068;Bundjalung; ; ; ;district or area; ;Australia;New South Wales;-29.4282;153.3223;In National Park or other land excluded from mineral exploitation.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;dune sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1551;6069;Bunker Bay; ; ; ;district or area; ;Australia;Western Australia;-33.5457;115.044; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1552;6070;Bunnawarra;Lang Well; ; ;site(?); ;Australia;Western Australia;-28.697335;116.689905; ;unclassified; ; ;Au, Mo, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1553;6071;Busselton East; ; ; ;district or area; ;Australia;Western Australia;-33.66658;115.389999; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, (leucoxene), rutile;quartz;Holocene;;;;sand;;;;;;Jackson and Christiansen (1993);;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1554;6072;Byfield;Bayfield; ; ;district or area; ;Australia;Queensland;-22.8198;150.7619;Resources are within Byfield National Park.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;rutile, zircon, ilmenite;quartz;Quaternary;;Quaternary;;beach, beach ridge, and dune sand;;;;RZ Mines Pty. Ltd. (1988);Steep wind-blown sand dunes, 70-200 m high with 2% heavy minerals to a depth of about 100 m.;"Denaro (2011); ESCAP and ABMRGG (1988); Geoscience Australia (2013); Hoatson and others (2011); Jackson and Christiansen (1993); Roskill Information Services (1988); von Gnielinski (2015); Wallis and Oakes (1990)";1956;;;No production(?);;;;;2) 2400 probable;;;;2) 0.8% HM;;2) 1.14;;;;1) 0.0005;;;"1) Jackson and Christiansen (1993); 2) Wallis and Oakes (1990)";Not compliant;;Oceania +1555;6073;Byrnes Tank; ; ; ;district or area; ;Australia;New South Wales;-33.64;142.8; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1556;6074;Byron Bay; ; ; ;site(?);historic mine;Australia;New South Wales;-28.6195;153.5861; ;shoreline placer; ; ;REE; ; ; ; ;Deposit;small deposit;monazite;rutile, ilmenite, zircon, tourmaline, garnet;;;;;;;;;;Zircon Rutile Limited;;"Colwell (1982); Gardner (1955); Hoatson and others (2011)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1557;6075;Cadney; ; ; ;site(?); ;Australia;South Australia;-28.9124;135.3604; ;other igneous deposit;skarn; ;REE, Cu, Zn, Pb, Ag; ; ; ; ;Occurrence; ;;chalcopyrite, magnetite;pyrite, pyrrhotite;;;;;skarn, pyroxenite;Mount Woods Complex;;;;Geochemistry shows REE (Ce+La) at almost 1%, 626-4000 ppm Cu, 256-1500 Pb, 583-5500 ppm Zn, and locally 2 ppm Ag.;"South Australia Geological Survey (2015); South Australia Department of State Development Resources and Energy Group (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1558;6076;Calypso; ; ; ;site(?); ;Australia;Western Australia;-30.5509;115.3423;In North Perth Basin.;alluvial placer; ; ;Ti, Zr, GAR, STA, REE; ; ; ; ;Deposit; ;monazite;ilmenite, leucoxene, rutile, zircon, garnet, staurolite;;;;Mesozoic;;fluvial sand;;;;Image Resources;;"Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;51.5;;;;1 % HM;0.85;1.7;;;0.016 resource;;;2010;Jaireth and others (2014);JORC compliant(?);;Oceania +1559;6077;Campaspe; ; ; ;district or area; ;Australia;New South Wales;-33.79;143.34; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1560;6079;Capel; ; ;Capel;district or area;historic HM mine;Australia;Western Australia;-33.555191;115.560699; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, (leucoxene), rutile, cassiterite, garnet, kyanite, corundum;;Pleistocene–Recent;;;;;;;;Westralian Sands Ltd. (1999);Dry mining operation. Produced xenotime as well as monazite(?);"Anstett (1986); Castor (1994); Dreissen (1990); Hedrick and Templeton (1991); Hedrick (1995); Hedrick (1996); Image Resources (2015a); Overstreet (1967); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1561;6080;Capel North;Capel; ;Capel;district or area;Ti mine;Australia;Western Australia;-33.5222;115.5764; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?); ;monazite, xenotime;ilmenite, zircon, rutile, (leucoxene);quartz;Quaternary;;Quaternary;;beach sand, dune sand;;;;Westralian Sands Ltd. (1999);"Heavy mineral sands of Capel shoreline; multiple horizons of mineralization.";"ESCAP and ABMRGG (1988); Geoscience Australia (2013); Hedrick and Templeton (1991); Hoatson and others (2011); Jackson and Christiansen (1993); Overstreet (1967); Towner and others (1988); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;Past byproduct producer;;;;Production of HMs ended in 1987.;;;;;;;;;;;;;;;;;Oceania +1562;6081;Capel South; ; ;Capel;district or area; ;Australia;Western Australia;-33.591709;115.536499; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, (leucoxene), rutile;quartz;Pleistocene–Recent;;;;beach sediment, dune sand;;;;;Heavy mineral sands of Yoganup shoreline.;"ESCAP and ABMRGG (1988); Jackson and Christiansen (1993); Overstreet (1967); Welch and others (1975); Western Australia Department of Mineral and Petroleum Resources (2012)";1954;;;Past byproduct producer;;1956–1974, 1984;Jackson and Christiansen (1993);"16,500 t monazite concentrate produced from 1956–1974; 500 t monazite concentrate produced in 1984.";25.333;;;;;;;;;0.0152 resource;0.06;;1989;Jackson and Christiansen (1993);Not compliant;;Oceania +1563;6082;Caramal;Caramel; ;Tin Camp Creek;site(?); ;Australia;Northern Territory;-12.5;133.357;Location is estimated and uncertain.;uranium deposit;unconformity-related U; ;U, Au, REE; ;La, Ce, Nd, Pr;LREE>HREE; ;Occurrence; ;;;;;;;;meta-arkose;Lower Cahill Formation;;;Alligator Energy Ltd.;Drill intersections of up to 7351 ppm TREE with 2 m at 1.16% TREE.;"Alligator Energy Ltd. (2010); Hoatson and others (2011)";1971;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1564;6083;Carrapateena; ; ; ;site; ;Australia;South Australia;-31.2175;137.4984; ;hydrothermal Fe-oxide deposit ± Cu, Au;IOCG; ;Fe, Cu, Au, Ag, U, REE; ; ; ; ;Occurrence; ;monazite;chalcopyrite, chalcocite, bornite, hematite, magnetite, apatite, fluorite, zircon, argentite;quartz, pyrite, chlorite, sericite, carbonate, anatase;;;;;hematitic breccia, brecciated gneiss and granite;Donington Suite(?);;;;"Over a 178-m interval, Ce averaged 0.21% and La 0.13%; deposit has ~ 470 m of cover.";"South Australia Department of State Development Resources and Energy Group (2013); South Australia Department of State Development Resources and Energy Group (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1565;6533;Carters Beach; ; ; ;site(?); ;New Zealand;West Coast;-41.7519;171.5476; ;shoreline placer; ; ;Ti, Zr, REE, Au; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, gold;;Holocene;;Holocene;;;;;;;;"Christie and others (2010); GNS Science (2013); ESCAP and ABMRGG (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1566;6084;Castaway; ; ; ;district or area; ;Australia;New South Wales;-34.1287;142.3556; ;supergene;regolith-related(?), placer(?); ;Ti, Zr, REE; ; ; ; ;Occurrence; ;;ilmenite, rutile, zircon, (leucoxene);;;;;;;;;;Iluka Resources Ltd.;;Geoscience Australia (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1567;6085;Cataby;Cataby Main, Iluka; ; ;district or area; ;Australia;Western Australia;-30.73869;115.53154; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon;quartz;Pleistocene;;;;beach sand;;;;Minproc Chemicals Pty. Ltd. and KMCX Western Australia Pty. Ltd. (1990);;"Anstett (1986); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Western Australia Department of Mineral and Petroleum Resources (2012)";1976;;;Past byproduct producer(?);;;;;"1) 569; 2) 8.974";;;;;;"1) 3.22; 2) 7.8";;;;0.12;;1) 1989;"1) Hedrick and Templeton (1991); 2) Gupta and Krishnamurthy (2005)";Not compliant;;Oceania +1568;6086;Cavalier;Cavalier North, Cavalier South; ; ;district or area; ;Australia;New South Wales;-33.83;142.72; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1569;6535;Chesterfield; ; ; ;site; ;New Zealand;West Coast;-42.6228;171.081; ;unclassified; ; ;REE, Zr, Ti; ; ; ; ;Occurrence; ;monazite;zircon;;;;;;;;;;;;GNS Science (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1570;6088;Chetwynd; ; ; ;district or area; ;Australia;Victoria;-37.2167;141.4167; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Komesaroff (2001); Peters and others (2005)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1571;6089;Cheyne Bay; ; ; ;district or area;historic HM mine;Australia;Western Australia;-34.546398;118.753998; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;Produced 1949-1950.;"ESCAP and ABMRGG (1988); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;Past byproduct producer;;;;;;;;;;0.3 indicated;45;;;0.0006 estimated;0.2;;1989;Western Australia Department of Mineral and Petroleum Resources (2012);Not compliant;;Oceania +1572;6090;CLD Central; ; ;Mt. Weld;site;active REE mine;Australia;Western Australia;-28.864;122.5476; ;carbonatite;carbonatite and alkaline igneous intrusions; ;REE, Nb, Ta, Ga;Y;La; ; ;Deposit; ;xenotime;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;open pit;Producer;;;;;;;;;;;;;;;;;;;;;Oceania +1573;6091;Coburn; ; ; ;district or area; ;Australia;Western Australia;-26.7038;114.127; ;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1574;6093;Coliban; ; ; ;district or area; ;Australia;New South Wales;-33.93;143.08; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1575;6094;Cooglegong; ; ; ;intrusion or complex(?);historic REE mine;Australia;Western Australia;-21.5834;119.4167; ;other igneous deposit;pegmatite; ;Ta, Nb, Sn, REE;Y; ; ; ;Deposit;small deposit;gadolinite, allanite, yttrotantalite-(Y), monazite, tanteuxenite-(Y), fergusonite, samarskite;cassiterite, tantalite-columbite;;Mesoarchean;;Mesoarchean;;gneissic granite, migmatite, monzogranite;;;;;"Produced a few hundred kilograms of yttrotantalite-(Y) and gadolinite; site largely mined in past for tin in pegmatites and associated placers.";"Hoatson and others (2011); Neary and Highley (1984)";;;;Past producer;;1913, 1920;Hoatson and others (2011);About 1 t of gadolinite reported produced in 1913 and again in 1920.;;;;;;;;;;;;;;;;;Oceania +1576;6095;Coojarloo; ; ; ;district or area;historic mine;Australia;Western Australia;-30.6255;115.4137; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, (leucoxene), rutile, zircon;quartz;Early Pleistocene;;;;beach sand;Bassendean Sand, Yoganup Formation;;;Tiwest Joint Venture;"Munbinea Shoreline- a group of former beaches; deposit is as much as 30 m below water table and is mined by dredging; HM fraction contains 0.2% monazite; active mine.";"ESCAP and ABMRGG (1988); Geoscience Australia (2013); Griffiths (1992); Gupta and Krishnamurthy (2005); Hedrick (1999); Hoatson and others (2011); O'Driscoll (1988); Roskill Information services (1988)";1971;;dredge;Past byproduct producer;;;;;"1) 431.3 proven, 138 probable; 2) 177; 3) 0.59";;;;;;"1) 3.4 proven, 3.0 probable; 2) 3.7";;;;"2) 0.2; 3) 0.009";;3) 1990;"1) Roskill Information services (1988); 2) Hedrick (1998); 3) Jackson and Christiansen (1993); 4) Gupta and Krishnamurthy (2005)";Not compliant;;Oceania +1577;6096;Coojarloo North; ;Hyperion, Helene; ;district or area; ;Australia;Western Australia;-30.5333;115.2333; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, (leucoxene), zircon;;;;;;beach sand;;;;Image Resources;;"Geoscience Australia (2013); Hoatson and others (2011); Image Resources (2015b)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1578;6097;Cooljarloo JV;;Atlas, Telesto, Titan; ;district or area; ;Australia;Western Australia;-30.6299;115.4137; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1579;6098;Cooloola; ; ; ;district or area; ;Australia;Queensland;-26.1286;153;"In National Park or other land excluded from mineral exploitation; estimated location is central to 20 km length of deposit.";shoreline placer; ; ;Ti, Zr, REE, SIL; ; ; ; ;Deposit; ;monazite;rutile, zircon, ilmenite;quartz;Pleistocene;;Pleistocene;;dune, beach, and beach ridge sand;;;;State of Queensland (1986);"Sand reported to contain 0.9% monazite; area is now a national park.";"Anstett (1986); Denaro (2011); ESCAP and ABMRGG (1988); Gupta and Krishnamurthy (2005); Hoatson and others (2011); Jackson and Christiansen (1993); von Gnielinski (2015)";1948;;dredge, surface methods;Past byproduct producer;;"1) 1975; 2) 1956–1977";"1) Gupta and Krishnamurthy (2005); 2) von Gnielinski (2015)";"1) 700 t monazite produced in 1975; 2) 110 t monazite reported produced from 1956–1977.";;;;;;;;;;;0.846;;;Jackson and Christiansen (1993);Not compliant;;Oceania +1580;6099;Coolup; ; ; ;district or area; ;Australia;Western Australia;-32.769;115.9392; ;shoreline placer; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;beach sand;;;;;;"Baxter (1977); Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1581;6100;Coolup East; ; ;Keysbrook;site(?); ;Australia;Western Australia;-32.7483;115.9336; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;Heavy mineral sands in Waroona shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1582;6101;Coomba;Coomba 1; ; ;district or area; ;Australia;New South Wales;-32.907;141.75; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1583;6102;Coorabulka;Boulia South; ; ;site; ;Australia;Queensland;-23.5567;140.1535;In the Georgina Basin.;unclassified; ; ;REE, P, Sr; ; ; ; ;Occurrence; ;svanbergite, florencite;svanbergite;quartz;;;;;;;;;Krucible Metals Ltd.;;"Queensland Department of Natural Resources and Mines (2014b); von Gnielinski (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1584;6103;Coors; ; ;Crown and Coors, Mount Weld;site; ;Australia;Western Australia;-28.8497;122.5577; ;carbonatite with residual enrichment;carbonatite-associated, residual-laterite; ;Nb, P, REE, Ta, Zr, Ti;Y; ; ; ;Occurrence; ;;zircon;;;;;;carbonatite, laterite;;Archean mafic and felsic volcanic, ultramafic, and sedimentary rock;;;;"Jaireth and others (2014); Western Australia Department of Mineral and Petroleum Resources (2012); Lynas Coroporation Ltd. (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1585;6104;Copperhead; ; ; ;intrusion or complex; ;Australia;Western Australia;-17.7116;127.8436; ;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;albite;Paleoproterozoic;1821 Ma;Paleoproterozoic;1821 Ma;carbonatite;;;;;;"Hoatson and others (2011); Jaireth and others (2014); Western Australia Department of Mineral and Petroleum Resources (2012); Western Australia Geological Survey (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1586;6105;Corkwood Yard;Corkwood Yard Alluvials; ;John Galt-Corkwood Yard;site; ;Australia;Western Australia;-17.3083;128.2005; ;alluvial placer; ; ;REE; ; ; ; ;Deposit;small deposit;xenotime;;;;;;;eluvial and alluvial sediments;;;;;;"Hoatson and others (2011); Western Australia Department of Mineral and Petroleum Resources (2010)";;;;No production;;;;;0.359 inferred;;0.001;;;;;;;;;;;Hoatson and others (2011);Not compliant;;Oceania +1587;6536;Coromandel Peninsula; ; ; ;district or area; ;New Zealand;Waikato;-37;175.867;Estimated location for center of mineralized area.;shoreline placer; ; ;Ti, GAR, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, garnet, magnetite, zircon;;;;Cenozoic;;beach sand;;;;;Main deposits include Whitianga (Wharekaho Bay), Wharekawa (Opoutere Beach), Waihi Beach, and Matakana Island.;Christie and others (2000);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1588;6106;Crayfish; ; ; ;district or area; ;Australia;New South Wales;-33.397;142.33; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;Deposit is concealed, composed of 6-10 orebodies, and includes alluvial and residual material;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1589;6107;Crowdy Bay; ; ; ;district or area; ;Australia;New South Wales;-31.8389;152.711;In National Park or other land excluded from mineral exploitation.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;dune sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1590;6109;Cummins Range; ; ; ;intrusion or complex; ;Australia;Western Australia;-19.2858;127.176;East Kimberly.;carbonatite with residual enrichment;carbonatite-associated, residual-laterite; ;REE, P, U, Th, Ta(?); ; ; ; ;Deposit;small deposit;monazite, allanite, xenotime, bastnäsite, parisite;baddeleyite, pyrochlore, columbite, thorianite, zircon, apatite;carbonate, phlogopite, magnetite;Proterozoic;;Proterozoic;905 ± 2 Ma (Rb-Sr);carbonatite, pyroxenite;Cummins Range Carbonatite;;;Navigator Resources Limited (75%, 2013) and Kimberly Rare Earths Ltd. (25%, 2013);;"Clarke (2012); Geoscience Australia (2013); Hoatson and others (2011); Industrial Minerals (2013); Jaireth and others (2014); Western Australia Department of Mineral and Petroleum Resources (2012)";1978;;;No production;;;;;4.9 inferred;;1.74 inferred;;1.0 TREO;;;;;;;11.2% P2O5 + 145 ppm U3O8;2012;Industrial Minerals (2013);JORC compliant(?);;Oceania +1591;6110;Currumbin; ; ; ;district or area; ;Australia;Queensland;-28.149;153.5001;Deposit extends from Currumbin Beach to Coolangatta.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;rutile, zircon, ilmenite;quartz;;;;;;;;;Currumbin Minerals Pty. Ltd. (1989);;"Hedrick and Templeton (1991); Overstreet (1967); Queensland Department of Natural Resources and Mines (2014a); Wallis and Oakes (1990)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1592;6111;Curtis Island; ; ; ;district or area; ;Australia;Queensland;-23.6269;151.17; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite;quartz;;;Quaternary;;dune sand;;;;;"Dune sand with 2% heavy minerals; all leases surrendered for incorporation into National Park.";"ESCAP and ABMRGG (1988); Geoscience Australia (2013)";;First explored in 1967(?);;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1593;6112;Cyclone; ; ; ;district or area; ;Australia;Western Australia;-28.4333;128.1;In Eucla Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, (leucoxene);;;;;;beach and dune sand;;;;;Deposit is comprised of up to 5 coalescing beach-dune strandlines under 18 m (ave.) of overburden.;"Geoscience Australia (2013); Hoatson and others (2011); Hou and others (2011); Jaireth and others (2014); Queensland Department of Natural Resources and Mines (2014b)";2007;;;No production;;;;;98.4;;;;;2.8;2.9;;;;;;;Hou and others (2011);JORC compliant;;Oceania +1594;6114;Cyclops; ; ;Browns Range;site; ;Australia;Western Australia;-18.9509;128.903; ;other igneous deposit;breccia-hosted hydrothermal veins; ;REE; ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1596;6117;D Tree; ; ; ;site; ;Australia;Queensland;-19.7167;138.95;In Georgina Basin.;phosphorite;sedimentary phosphate; ;P, REE; ; ; ; ;Showing; ;;;;Middle Cambrian;;Middle Cambrian;;phosphatic siltstone;;;;;;Jaireth and others (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1597;6118;Dardanup;Dardanup- Beemax; ;Bunbury area;district or area; ;Australia;Western Australia;-33.4303;115.7895;15 km east of Bunbury.;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene), rutile;;;;;;beach sand;;;;;Heavy mineral sands of Yoganup shoreline.;"Geoscience Australia (2013); Hoatson and others (2011); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1598;6119;Dardanup/Doral; ; ; ;district or area;mine;Australia;Western Australia;-33.3537;115.805; ;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Deposit(?); ;monazite;ilmenite, zircon, (leucoxene), rutile;;;;;;beach sand;;;;;Active mine.;"Geoscience Australia (2013); Griffiths (1992); Hoatson and others (2011);";;;;Byproduct producer(?);;;;;;;;;;;;;;;;;;;;;Oceania +1599;6120;Dazzler; ; ;Browns Range;site; ;Australia;Western Australia;-18.9742;128.9082; ;other igneous deposit;breccia-hosted hydrothermal veins; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1600;6121;DD Prospect; ; ; ;site; ;Australia;Western Australia;-18.433;127.7376; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1601;6122;Deadman Creek; ; ; ;site; ;Australia;Western Australia;-25.3004;117.5126; ;supergene(?); ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1602;6123;Depot Hill Central; ; ; ;district or area;historic HM mine;Australia;Western Australia;-29.7833;115.3027; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;Heavy mineral sands of Eneabba shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;HM mine is currently on care and maintenance.;;;;;;;;;;;;;;;;;;;;Oceania +1603;6124;Depot Hill E2; ; ; ;district or area;historic HM mine;Australia;Western Australia;-29.7821;115.3284; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;Heavy mineral sands of Eneabba shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;HM mine is currently on care and maintenance.;;;;;;;;;;;;;;;;;;;;Oceania +1604;6125;Depot Hill North; ; ; ;district or area; ;Australia;Western Australia;-29.7428;115.2882; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;Heavy mineral sands of Eneabba shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;Mine is closed.;;;;;;;;;;;;;;;;;;;;Oceania +1605;6126;Dongara; ; ; ;district or area; ;Australia;Western Australia;-29.4597;115.1666; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, (leucoxene);quartz;;;;;beach sand;;;;Magnetic Minerals Ltd. (2001);Deposit includes alluvial and residual material.;"Geoscience Australia (2013); Hoatson and others (2011); Industrial Minerals (2001)";;;;No production;;;;;20;;;;;;6.6;;;;;;2001;Industrial Minerals (2001);JORC compliant(?);;Oceania +1606;6537;Donoghues;Ross; ; ;district or area; ;New Zealand;West Coast;-42.8956;170.7799; ;shoreline placer; ; ;Ti, Zr, REE, Au; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, native gold;;;;;;;;;;;;"Brathwaite and Christie (2006); ESCAP and ABMRGG (1988); GNS Science (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1607;6127;Doubloon North; ; ; ;district or area; ;Australia;New South Wales;-33.7469;142.6939; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1608;6128;Douglas;"Iluka Mid West; Iluka Murray Basin";Bondi Main, Bondi West, Bondi East; ;district or area;historic HM mine;Australia;Victoria;-37.1045;141.7784; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Deposit(?); ;;zircon, rutile, ilmenite;;;;Middle Eocene–Miocene;;beach sand;;;;;;"Geoscience Australia (2012); Geoscience Australia (2013); Hoatson and others (2011); Iluka (2013a); Jaireth and others (2014)";;;;Byproduct producer(?);;;;;;;;;;;;;;;;;;;;;Oceania +1609;6129;Douglas - Acapulco;Douglas; ; ;district or area; ;Australia;Victoria;-36.8635;141.6464;In Murray Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, (leucoxene), rutile, zircon, chromite;staurolite, topaz, tourmaline;;;;;beach sand;;;;;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1610;6130;Douglas - Toolondo; ; ; ;district or area; ;Australia;Victoria;-37.0683;141.89; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene), rutile, zircon, chromite;staurolite, topaz;;;;;;;;;;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1611;6131;Dromedary; ; ; ;district or area; ;Australia;South Australia;-31.966;134.1;In Eucla Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, (leucoxene), zircon;;;;;;;;;;;;Hou and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1612;6132;Dubbo; ;Toongi, Railway; ;intrusion or complex; ;Australia;New South Wales;-32.4453;148.6182; ;alkaline igneous; ; ;Zr, Nb, REE, Ta, Hf, U;"Toongi– 25% HREE; Railway– 30% HREE; Y present";Toongi- 75% LREE: Railway– 70% LREE; ; ;Deposit; ;calcian bastnäsite;natroniobite, zircon;;Jurassic;;Jurassic;;altered alkaline trachyte;Toongi trachyte intrusive;;;Alkane Resources Ltd. (2012);50 pegmatites.;"Alkane Resources Ltd. (2010); Alkane Resources Ltd. (2011); Alkane Resources Ltd. (2012); Alkane Resources Ltd. (2015); Clarke (2012); Geoscience Australia (2013); Hoatson and others (2011); Industrial Minerals (2013); Lishmund and others (1999); Mining Journal (1998); Roskill Information Services (1988); Walters and Lusty (2011); Watts (2012b)";;;;No production;;;;;35.93 total resource;;0.85;;;;;;;;;1.93% ZrO2, 0.46% Nb2O5, 0.04% HfO2, 0.03% Ta2O5;2012;Alkane Resources Ltd. (2015);JORC compliant;;Oceania +1613;6133;Duchess; ; ; ;district or area;P field;Australia;Queensland;-21.8833;139.9667;In Georgina Basin.;phosphorite;sedimentary phosphate; ;P, REE;Y; ; ; ;Showing; ;;;;Middle Cambrian;;Middle Cambrian;;phosphatic siltstone;;;;;;Jaireth and others (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1614;6134;Duncan; ; ;Mount Weld;site; ;Australia;Western Australia;-28.8677;122.5488; ;carbonatite with residual enrichment;carbonatite-associated, residual-laterite; ;REE, P, Nb, Zr, Ta;Y; ; ; ;Deposit; ;;;;"Paleoproterozoic (carbonatite); Late Paleozoic–Early Cenozoic (laterite)";;Paleoproterozoic;;carbonatite, laterite;;Archean mafic and felsic volcanic, ultramafic, and sedimentary rock;;Lynas Corp. (2012);;"Clarke (2012); Jaireth and others (2014); Lynas Corp. Ltd. (2012); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;8.992 total resource;;4.8;;;;;;;;;;;Lynas Corp. Ltd. (2012);JORC compliant;;Oceania +1615;6135;Dunkley-Norton Deposits; ; ; ;district or area(?); ;Australia;Western Australia;-33.525;115.55;Part of Capel Shoreline.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, (leucoxene);quartz, clay, staurolite;Lower Pleistocene;;;;dune and beach sand;Bassendan Sand;;;Cable Sands Pty. Ltd. (1984);;"Clark (1987); Towner and others (1988)";1954;;;Past producer;;;;;;;;;;;;;;;;;;;;;Oceania +1616;6137;Durness (Tea Garden); ; ; ;district or area(?); ;Australia;New South Wales;-32.667;152.15;"Estimated location; location is for town of Tea Garden.";shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;;;;;;;;;;;BHP, Mineral Deposits Ltd. (1988);;"Hedrick and Templeton (1991); Roskill Information Services (1988)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1617;6142;Edward Creek - Victory;Victory, Herakleion, Gauntlet; ; ;site(?); ;Australia;South Australia;-28.417;135.983; ;hydrothermal Fe-oxide deposit ± Cu, Au(?);IOCG; ;REE, U; ; ; ; ;Occurrence; ;;;;;;;;;;;;Reedy Lagoon Corp. Ltd.;"Up to 3.92% TREO (includes yttrium), 7.8% Mn, and 412 ppm U; Cu, Co, and Zn are also present";"South Australia Geological Survey (2015); South Australia Department of State Development Resources and Energy Group (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1618;6143;Edwards; ; ;Dardanup/Doral;site; ;Australia;Western Australia;-33.3506;115.7949; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;Heavy mineral sands of Yoganup shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Oceania +1619;6144;Eighteen Mile Swamp; ; ; ;district or area; ;Australia;Queensland;-27.6802;153.442;Estimated location on North Stradbroke Island.;shoreline placer; ; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;"Jaireth and others (2014); Wallis and Oakes (1990)";;;;No production;Past or current production of heavy mineral sands.;;;;;;;;;;;;;;;;;;;;Oceania +1620;6145;Elaine Dorothy; ; ; ;site; ;Australia;Queensland;-20.8028;140.0167; ;other igneous deposit;skarn, hydrothermal; ;REE, U, Mn, Cu, Co; ; ; ; ;Deposit;small deposit;allanite;uraninite, titanite, apatite, pyrite, pyrrhotite, pyrite, chalcopyrite;calcite, garnet, chlorite, biotite;;;Paleoproterozoic(?);;calc-silicate rock;;;;Chinalco Yunnan Copper Resources Ltd.;;"Denaro (2011); Geoscience Australia (2013); Hoatson and others (2011); Queensland Department of Natural Resources and Mines (2014a); Queensland Department of Natural Resources and Mines (2014b); von Gnielinski (2015)";;;;No production;;;;;0.083 inferred;0.000268 inferred;0.32 inferred;;;;;;;;;0.03% U3O8 inferred;~2010;von Gnielinski (2015);JORC compliant;Cutoff for inferred resource was 200 ppm U3O8.;Oceania +1621;6147;Elgin; ; ;Capel;site; ;Australia;Western Australia;-33.52491;115.6038; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;Heavy mineral sands of Capel shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1622;6148;Elgin East;Elgin Deposit E; ;Capel;site; ;Australia;Western Australia;-33.5125;115.6174; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene), rutile;;;;;;;;;;;Heavy mineral sands of Capel shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1623;6149;Ellengail; ; ; ;district or area; ;Australia;Western Australia;-29.7673;115.1975; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile, (leucoxene);;;;;;;;;;;;Geoscience Australia (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1624;6150;Endurance; ; ; ;site;Sn mine;Australia;Tasmania;-41.0121;147.9313; ;alluvial placer; ; ;Sn, GEM, REE; ; ; ; ;Deposit;small deposit;monazite;cassiterite, sapphire;;;;"Neogene; Paleogene";;sand, pebbles;;;;;;"Bottrill (2001); Hoatson and others (2011); Tasmania Mineral Resources (2012)";;;;Past byproduct producer;;1945;Bottrill (2001);32.5 t monazite produced in 1945.;;;;;;;;;;;;;;;;;Oceania +1625;6151;Eneabba;Iluka Mid West;Eneabba North, Eneabba South, Eneabba West; ;district or area;HM mine;Australia;Western Australia;-29.8355;115.3018; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, (leucoxene), kyanite;kaolinite;Neogene–Lower Pleistocene;;Neogene–Lower Pleistocene;;beach sand;;;;Iluka Resources Ltd.;Monazite contains average 58% REE and 7% ThO2.;"Anstett (1986); Castor (1994); Geoscience Australia (2013); Hedrick (1998); Hedrick and Templeton (1991); Hoatson and others (2011); Jackson and Christiansen (1993); Overstreet (1967); Roskill Information Services (1988)";;;;Past byproduct producer;;;;;;;;;;25–30 estimated recoverable;;;;;0.5;;;Hoatson and others (2011);Not compliant;;Oceania +1626;6152;Eneabba North;North Eneabba, Drummond, Drummond Crossing; ;Eneabba;district or area; ;Australia;Western Australia;-29.656799;115.248398; ;shoreline placer; ; ;Ti, Zr, KYN, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, rutile, zircon, (leucoxene), kyanite;kaolinite;Neogene–Lower Pleistocene;;;;;;;;Westralian Sands Ltd. (1999);Dry mining operation. Heavy mineral sands of Eneabba shoreline.;"Griffiths (1992); Hedrick (1996); Western Australia Department of Mineral and Petroleum Resources (2012)";;;open pit;Past byproduct producer(?);HM mine is currently on care and maintenance.;;;;;;;;;;;;;;;;;;;;Oceania +1627;6153;Eneabba South; ; ;Eneabba;district or area; ;Australia;Western Australia;-29.903151;115.290802; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, (leucoxene), kyanite(?);kaolinite;Neogene–Lower Pleistocene;;;;;;;;RGC Mineral Sands Ltd.;Heavy mineral sands of Eneabba shoreline.;"Griffiths (1992); Western Australia Department of Mineral and Petroleum Resources (2012)";;;open pit;Past byproduct producer;HM mine is currently on care and maintenance.;;;;;;;;;;;;;;;;;;;;Oceania +1628;6154;Eneabba West; ; ;Eneabba;district or area; ;Australia;Western Australia;-29.90572;115.223396; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, (leucoxene), kyanite;kaolinite;Neogene–Lower Pleistocene;;;;;;;;Westralian Sands Ltd. (1999);Heavy mineral sands of Munbinea shoreline.;"Griffiths (1992); Hedrick (1996); O'Driscoll (1988); Robjohns (1990); Western Australia Department of Mineral and Petroleum Resources (2012)";;;open pit;Past byproduct producer;HM mine is currently on care and maintenance.;;;;;;;;;7.13 measured;;;;;1.02;;1999;Western Australia Department of Mineral and Petroleum Resources (2012);JORC compliant;;Oceania +1629;6155;Enterprise; ; ; ;district or area;active HM mine;Australia;Queensland;-27.5734;153.4583;On Stradbroke Island.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite, (leucoxene);;;;;;;;;;;;"Denaro (2011); von Gnielinski (2015); Wallis and Oakes (1990)";;;dredge;No production(?);Past or current production of heavy mineral sands.;;;;;;;;;;;;;;;;;;;;Oceania +1630;6156;Environmental Group;Env Group; ;Waroona-Harvey;district or area; ;Australia;Western Australia;-32.898;115.924; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, zircon, rutile, (leucoxene);;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;open pit;No production;Mine is closed.;;;;;;;;;;;;;;;;;;;;Oceania +1631;6158;Errida Creek; ; ; ;site; ;Australia;Western Australia;-25.3175;117.3973; ;supergene(?);regolith; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;"Western Australia Department of Mineral and Petroleum Resources (2012); Western Australia Geological Survey (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1632;6159;Eulogie Park; ; ; ;site(?); ;Australia;Queensland;-23.833;150.433;Estimated location.;"other igneous deposit; supergene";apatite in layered gabbro, weathered material; ;REE; ; ; ; ;Occurrence; ;;ilmenite, titanifeous magnetite, apatite;feldspar;;;;;;;;;;;"Denaro (2011); Queensland Department of Natural Resources and Mines (2014b)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1633;6161;Evans Head- Yuraygir National Park area; ; ; ;district or area;historic Au mine;Australia;New South Wales;-29.1179;153.4487; ;shoreline placer; ; ;Au, Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite, gold;(hornblende), tourmaline, epidote, pyroxene, andalusite, garnet;;;;;dune sand, beach sand;;;;;Beach strandlines. Environmental legislation has curtailed mining activity in this region.;"Colwell (1982); ESCAP and ABMRGG (1988); Gardner (1955); Jones and Davies (1979)";;;;Not known;;;;;;;;;;;;;;;;;;;;;Oceania +1634;6162;False Pera Heads; ; ; ;site; ;Australia;Queensland;-13.0924;141.6146; ;unclassified; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, rutile, zircon;;;;;;;;;;;;Queensland Department of Natural Resources and Mines (2014a);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1635;6163;Fingal-Box Beach; ; ; ;site(?); ;Australia;New South Wales;-32.7387;152.1825; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;Not known;;;;;;;;;;;;;;;;;;;;;Oceania +1637;6538;Five Mile Beach; ; ; ;site; ;New Zealand;West Coast;-43.2753;170.087; ;shoreline placer; ; ;Ti, Zr, Au, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, native gold;;;;;;;;;;;;"GNS Science (2013); ESCAP and ABMRGG (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1638;6167;Fouracres; ; ;Cable Sands Jangardup-D'Entrecasteaux;district or area; ;Australia;Western Australia;-34.3097;115.577; ;shoreline placer;; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile, (leucoxene);;;;;;;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1639;6169;Fraser Island;Frazer Island; ; ;district or area;island;Australia;Queensland;-25.5168;153;Commonwealth bans the export of Fraser Island mineral sands.;shoreline placer; ; ;Ti, Zr, REE, SIL; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, silica sand (quartz);;Pliocene–Pleistocene;;;;beach and dune sand;;;;;"Island is composed entirely of siliceous sand, most in high transgressive dunes; sands contain about 2% heavy minerals on average.";"Anstett (1986); ESCAP and ABMRGG (1988); Geoscience Australia (2013); Hoatson and others (2011); Jackson and Christiansen (1993); Overstreet (1967); von Gnielinski (2015)";;;;Past byproduct producer;;;;;;;;;;;1.75;;;;0.005;;;Jackson and Christiansen (1993);Not compliant;;Oceania +1640;6170;Fraser Island - Boomanjin; ; ; ;site(?);historic HM mine;Australia;Queensland;-25.5813;153.0757;Commonwealth bans the export of Fraser Island mineral sands.;shoreline placer; ; ;Ti, Zr, REE, SIL; ; ; ; ;Occurrence(?); ;monazite;rutile, zircon, ilmenite, silica sand (quartz);;Quaternary;;;;dune sand;;;;;;"Queensland Department of Natural Resources and Mines (2014a); von Gnielinski (2015)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Oceania +1641;6171;Fraser Island - Orchid and Manann Beaches; ; ; ;district or area(?); ;Australia;Queensland;-24.8631;153.2614;Commonwealth bans the export of Fraser Island mineral sands.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite;quartz;;;;;dune sand;;;;;;Queensland Department of Natural Resources and Mines (2014a);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1642;6172;Fraser Island - Seventy-Five Mile Beach; ; ; ;district or area(?); ;Australia;Queensland;-25.7528;153.0858;Commonwealth bans the export of Fraser Island mineral sands.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;rutile, zircon, ilmenite;quartz;Quaternary;;Quaternary;;dune sand;;;;;;"Queensland Department of Natural Resources and Mines (2014a); von Gnielinski (2015)";;;dredge;Past byproduct producer;;1965–1976;von Gnielinski (2015);323.7 t monazite produced from 1965–1976.;;;;;;;;;;;;;;;;;Oceania +1643;6173;Frasers; ; ;Hastings Yangibana project;site; ;Australia;Western Australia;-23.95093;116.311897; ;carbonatite with residual enrichment; ; ;REE, Th; ; ; ; ;Deposit;small deposit;monazite, xenotime(?);;;;;;;;Gifford Creek carbonatite complex;;;Rare Earth Minerals PLC (30%);Ironstone dikes with REE mineralization.;"Geoscience Australia (2013); Hoatson and others (2011); Rare Earth Minerals PLC (2015a); Western Australia Department of Mineral and Petroleum Resources (2010)";;;;No production;;;;;0.35 inferred;;1.31 inferred;4703 ppm Nd2O3, 1147 ppm Pr2O3, 68 ppm Dy2O3, 88 ppm Eu2O3 inferred;;;;;;;;;;Rare Earth Minerals PLC (2015);JORC compliant;;Oceania +1644;6174;Fremantle Doctor; ; ; ;site; ;Australia;South Australia;-31.2045;137.519; ;hydrothermal Fe-oxide deposit ± Cu, Au;mineralization in hematitic granite-dominated breccia, skarn; ;Cu, Au, REE; ; ; ; ;Showing; ;;chalcopyrite, gold;hematite, pyrite;;;;;breccia, skarn;Olympic Dam Breccia Complex;;;;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1645;6175;Gadolin; ; ;John Galt-Corkwood Yard;site; ;Australia;Western Australia;-17.2928;128.2289; ;other igneous deposit; ; ;REE; ; ; ; ;Showing; ;xenotime;;;;;;;silicified quartz sandstone;Middle Red Rock Beds;;;;Mineralization is also found in shear zone in sandstone.;"Bauk (2012); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1646;6176;Galileo; ; ; ;district or area(?); ;Australia;Victoria;-34.9575;142.4125; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1647;6177;Gallipoli; ; ; ;district or area(?); ;Australia;New South Wales;-33.457;142.33; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite, (leucoxene);;;;;;beach sand;;;;;Deposit is found in 11–20 orebodies beneath 25–35 m of overburden and includes alluvial and residual material.;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1648;6178;Gambit; ; ;Browns Range;site; ;Australia;Western Australia;-18.8678;128.9426; ;other igneous deposit;hydrothermal silicified and hematitic breccia; ;REE; ; ; ; ;Occurrence; ;;;;;;;;hydrothermal silicified and hematitic breccia;;;;Northern Minerals Ltd.;;"Geoscience Australia (2014); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1649;6179;Gambit West; ; ;Browns Range;site; ;Australia;Western Australia;-18.8694;128.9352; ;other igneous deposit;hydrothermal silicified and hematitic breccia; ;REE; ; ; ; ;Occurrence; ;;;;;;;;hydrothermal silicified and hematitic breccia;;;;Northern Minerals Ltd.;;"Geoscience Australia (2014); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1650;6180;Gardiner Range;Browns Range Dome; ; ;district or area; ;Australia;Western Australia;-18.859657;128.940192; ;other igneous deposit;vein, hydrothermal; ;U, REE; ; ; ; ;Deposit; ;xenotime;;quartz;Paleoproterozoic;;;;metamorphic rocks;;granite;;Northern Minerals Ltd. (2012);"Multiple veins, structurally controlled; granite intrudes metamorphic rocks.";"Ollett (2012b); Northern Minerals Ltd. (2012a); Northern Minerals Ltd. (2012b)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1651;6181;Gardner Range; ;Mount Mansbridge; ;site(?); ;Australia;Western Australia;-19.081;128.61; ;uranium deposit(?); ; ;U, REE; ; ; ; ;Occurrence; ;xenotime(?);;;;;;;;;Paleoproterozoic Killi Killi Formation, Mesoproterozoic Gardner Sandstone;;Quantum Resources Ltd.;Mineralization is found at contact between the Mesoproterozoic and Paleoproterozoic sediments.;Quantum Resources Ltd. (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1652;6182;Geographe Bay; ; ; ;district or area; ;Australia;Western Australia;-33.5823;115.3348;Offshore.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile;;;;;;;;;;;Two small bodies of heavy mineral-bearing sediments under 16.5 and 36.6 m of water.;"Baxter (1977); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1653;6541;Gillespies Beach; ; ; ;district or area;historic Au–Th mine;New Zealand;West Coast;-43.4149;169.8196;Estimated location.;shoreline placer; ; ;Au, Th, REE; ; ; ; ;Showing; ;monazite(?);gold, magnetite, ilmenite, garnet, zircon, titanite, rutile, pyrite, thorite, uranothorite, apatite;epidote, biotite, clinozoisite, quartz, chlorite, pumpellyite, muscovite;;;;;;;;;;;"Bradley (1977); Christie and others (2014); Overstreet (1967)";;;dredge;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1654;6184;Gingin; ; ; ;district or area;HM mine;Australia;Western Australia;-31.3213;115.8745; ;shoreline placer; ; ;Ti, Zr, REE, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, (leucoxene), kyanite;quartz;Quaternary;;Quaternary;;beach and dune sand;;;;Iluka Resources Ltd.;Marine placer beach and dune sands. Gingin shoreline.;"ESCAP and ABMRGG (1988); Geoscience Australia (2013); Jackson and Christiansen (1993); Roskill Information Services (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1655;6185;Gingin North; ; ; ;district or area(?); ;Australia;Western Australia;-31.289;115.861; ;shoreline placer; ; ;Ti, Zr, REE, GAR; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, zircon, rutile, (leucoxene), garnet;;;;;;marine sand;Yoganup Formation;;;Image Resources;Mineralization is in 2 main strands.;"Geoscience Australia (2013); Image Resources (2015b)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1656;6186;Gingin South; ; ; ;district or area(?); ;Australia;Western Australia;-31.3999;115.921; ;shoreline placer; ; ;Ti, Zr, REE, GAR; ; ; ; ;Occurrence; ;xenotime, monazite;zircon, ilmenite, rutile, (leucoxene), garnet;;Pleistocene;;Pleistocene;;beach sand;;;;Image Resources;Deposit is composed of 2 strandlines.;"Gupta and Krishnamurthy (2005); Image Resources (2015b)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1657;6187;Ginko; ; ; ;site;HM mine;Australia;New South Wales;-33.3715;142.2159; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Deposit(?); ;monazite;zircon, rutile, ilmenite, (leucoxene);;;;;;beach sand;;;;;Deposit is concealed and contains some alluvial and residual material.;"Geoscience Australia (2013); Hoatson and others (2011); Komesaroff (2001); Peters and others (2005)";1998;;;Byproduct producer(?);;;;;;;;;;;;;;;;;;;;;Oceania +1658;6188;Gladstone Mainland; ; ; ;district or area(?); ;Australia;Queensland;-24.0061;151.3884;Estimated location about 20 km southeast of Gladstone.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile;quartz;;;;;dune and beach sand;;;;;"Series of small deposits 15–60 km southeast of Gladstone; beach and dune sand contains up to 4% heavy minerals which in turn contain 0.2% monazite; active mine.";ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1659;6189;Gladstone-Eurimbula; ; ; ;district or area; ;Australia;Queensland;-23.8453;151.2677;Area extends 35 km from Gladstone to Eurimbula Creek.;shoreline placer;; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite;;;;;;;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1660;6190;Gold Coast; ; ; ;district or area(?); ;Australia;Queensland;-28;153.417;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;rutile, zircon, ilmenite;quartz;Pliocene–Pleistocene;;;;beach, beach ridge, and dune sand;;;;Currumbin Minerals Pty. Ltd. (1989);;Hedrick and Templeton (1991);;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1661;6191;Goliath; ; ; ;district or area; ;Australia;New South Wales;-34.27;142.97; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1662;6193;Gordon; ; ; ;site;historic HM mine;Australia;Queensland;-27.6902;153.4265;At southern end of North Stradbroke Island between Tower Ride and South Hill.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?); ;monazite;rutile, ilmenite, zircon;quartz;Pliocene–Pleistocene;;Pliocene–Pleistocene;;dune sand;;;;Consolidated Rutile Ltd.;;"Hedrick (1995); Hedrick (1996); Hedrick (1999); Hedrick and Templeton (1991); Industrial Minerals (1987b); Queensland Department of Natural Resources and Mines (2014a); von Gnielinski (2015); Wallis and Oakes (1990)";;;suction dredge;Past byproduct producer(?);Mine is closed.;;;HM placer production ended in 1999.;;;;;;;;;;;;;;;;;Oceania +1663;6194;Gordon Inlet; ; ; ;district or area(?); ;Australia;Western Australia;-34.2954;119.5004; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1664;6195;Goschen Central; ; ; ;district or area; ;Australia;Victoria;-35.8492;143.3754; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, (leucoxene), rutile, zircon;;;;;;sand;;;;;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1665;6196;Goschen South; ; ; ;district or area; ;Australia;Victoria;-35.9511;143.208; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, (leucoxene), rutile, zircon;;;;;;sand;;;;;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1666;6197;Gossan; ; ;Hastings Yangibana project;site; ;Australia;Western Australia;-23.8607;116.2018; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Deposit;small deposit;monazite, xenotime(?);;;;;;;;Gifford Creek carbonatite complex;;;Rare Earth Minerals PLC (30%);Mineralization is in ironstone dikes with anomalous REE.;"Rare Earth Minerals PLC (2015a); Western Australia Department of Mineral and Petroleum Resources (2012); Western Australia Geological Survey (2013)";;;;No production;;;;;0.23 inferred;;1.39 inferred;2695 ppm Nd2O3, 835 ppm Pr2O3, 25 ppm Dy2O3, 66 ppm Eu2O3 inferred;;;;;;;;;;Rare Earth Minerals PLC (2015);JORC compliant;;Oceania +1667;6198;Governor Broome; ; ; ;district or area; ;Australia;Western Australia;-34.2488;115.4102; ;shoreline placer(?); ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;xenotime, monazite;ilmenite, zircon, (leucoxene), rutile;;;;;;;;;;Astro Resources;;"Geoscience Australia (2013); Proactive Investors Australia (2013a)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1668;6199;Gray Bridge; ; ; ;district or area; ;Australia;Victoria;-36.612;142.962; ;shoreline placer;offshore placer; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;;zircon, rutile, ilmenite, (leucoxene);;;;;;;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1669;6542;Grey River; ;includes Atarau, Blackball, Ngahere, Grey River, Red Jacks, Slab Hut; ;district or area; ;New Zealand;West Coast;-42.2678;171.6847;Estimated location.;alluvial placer;placer; ;Zr, Ti, Au, REE; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;"Bradley (1977); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1670;6201;Grice; ; ; ;district or area; ;Australia;Western Australia;-33.6705;115.4139; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile, (leucoxene);;;;;;;;;;;;Geoscience Australia (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1671;6202;Gulliver; ; ; ;district or area; ;Australia;South Australia;-32.1835;134.29;In Eucla Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, (leucoxene), zircon, rutile;;;;;;;;;;;;Hou and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1672;6203;Gunsight; ; ; ;site; ;Australia;South Australia;-30.0018;139.6504; ;other igneous deposit;skarn-type mineralization probably related to contact metamorphism; ;Cu, U, Co, REE, V; ; ; ; ;Occurrence; ;monazite, allanite;azurite, chalcopyrite, malachite, uraninite, bismuthinite, cobaltite, galena, molybdenite, scheelite, torbernite, vanadinite;magnetite, pyrrhotite, quartz;;;;;schist, iron formation;;Mesoproterozoic volcanics;;;Surface gossans and lenses of massive sulfides.;"South Australia Department of State Development Resources and Energy Group (2013); South Australia Department of State Development Resources and Energy Group (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1673;6204;Gwindinup North; ; ; ;district or area(?); ;Australia;Western Australia;-33.5432;115.7252; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Deposit(?); ;monazite;zircon, ilmenite, (leucoxene), rutile;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014)";;;;Byproduct producer(?);Active ilmenite-zircon mine.;;;;;;;;;;;;;;;;;;;;Oceania +1674;6205;Gwindinup North 2; ; ;Bunbury area;district or area;historic HM mine;Australia;Western Australia;-33.5254;115.7174; ;shoreline placer; ; ;Ti, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;Heavy mineral sands of Yoganup shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;open pit;No production(?);Mine is closed.;;;;;;;;;;;;;;;;;;;;Oceania +1675;6206;Gwindinup South; ; ; ;district or area(?); ;Australia;Western Australia;-33.5624;115.6929; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene), rutile;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1676;6207;Gympie; ; ; ;district or area(?); ;Australia;Queensland;-26.2139;152.6886; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;;quartz;Pliocene–Pleistocene;;;;;;;;Currumbin Minerals Pty. Ltd. (1989);;Hedrick and Templeton (1991);;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1677;6210;Happy Valley Central - Yoganup; ;Happy Valley North, Happy Valley South;Capel;district or area(?); ;Australia;Western Australia;-33.6509;115.6356; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene), rutile;clay;;;;;;;;;;Heavy mineral sands of Happy Valley shoreline.;"Baxter (1977); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1678;6211;Happy Valley North; ; ;Capel;district or area(?); ;Australia;Western Australia;-33.5499;115.7162; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, (leucoxene), rutile;;;;;;beach sand;;;;;Heavy mineral sands of Happy Valley shoreline.;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1679;6212;Happy Valley South; ; ;Capel;district or area(?); ;Australia;Western Australia;-33.6971;115.5823; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, (leucoxene), rutile;;;;;;beach sand;;;;;Heavy mineral sands of Happy Valley shoreline.;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1680;6213;Harrier; ; ;Cooljarloo West;district or area(?); ;Australia;Western Australia;-30.6902;115.3966; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile, (leucoxene);;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1681;6214;Harrington; ; ; ;district or area; ;Australia;New South Wales;-31.867;152.7;Estimated location.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Deposit; ;monazite;zircon, rutile, ilmenite;;;;;;;;;;RZ Mines Pty. Ltd.;Operations ceased in 1981 due to exhaustion of resources outside of National Park.;"Roskill Information Services (1988); Wallis and Oakes (1990)";;;surface;Past byproduct producer;;;;HM placer production ended in 1981.;;;;;;;;;;;;;;;;;Oceania +1682;6215;Hassell Beach; ; ; ;district or area; ;Australia;Western Australia;-34.8352;118.3962; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1683;6216;Hastings;Brockman; ; ;intrusion or complex;project;Australia;Western Australia;-18.3208;127.783451;18 km southeast of Hall's Creek in the East Kimberley.;alkaline igneous; ; ;Zr, REE, Nb, Ta, Hf, Ga;"Dy, Y; HREO are 75% of TREO"; ; ; ;Deposit; ;cerianite-(Ce), bastnäsite, xenotime;columbite, pyrochlore, cassiterite, zircon, sphalerite;;Lower Proterozoic;;;;rhyolite tuff, peralkaline granite;;;;Hastings Rare Metals Ltd. (2012);;"Castor (1994); Clarke (2012); Griffiths (1992); Gupta and Krishnamurthy (2005); Hastings Rare Metals Ltd. (2014a); Jackson and Christiansen (1993); Laval (1992); O'Driscoll (1988); Syrett (2012b); Towner (1992)";1973;;;No production;;;;;"1) 9.0; 2) 4.29; 3) 9.3; 4) 36.2 indicated+inferred";;"2) 0.0355; 3) 0.215; 4) 0.21";"1) 0.15% Y2O3, 0.12% HREE; 2) 0.123% Y2O3; 4) 0.18% HREO";;4) 36.2 indicated+inferred;;;;;;;;"1) O'Driscoll (1988); 2) Roskill Information Services (1988); 3) Jackson and Christiansen (1993); 4) Hastings Rare Metals Ltd. (2014a)";"1–3) Not compliant; 4) JORC compliant";;Oceania +1684;6217;Hat Head; ; ; ;district or area; ;Australia;New South Wales;-31.0559;153.0473;In National Park or other land excluded from mineral exploitation.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;dune sand;;;;;Deposit is in National Park.;"ESCAP and ABMRGG (1988); Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1685;6218;Hawks Nest; ; ; ;district or area; ;Australia;New South Wales;-32.667;152.167;Estimated location in Murray Basin, 2 km southeast of Tea Gardens.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;rutile, zircon, ilmenite;;;;;;sand;Tomago Sands;;;Mineral Deposits Ltd.;Deposit is composed of wind-blown sand deposited in dunes and sand plain.;"ESCAP and ABMRGG (1988); O'Driscoll (1988); Wallis and Oakes (1990)";;;surface;Past byproduct producer;;;;Past producer of monazite.;;;;;;;;;;;;;;;;;Oceania +1686;6219;Helene; ; ;Cooljarloo North;district or area; ;Australia;Western Australia;-30.4092;115.2497;In North Perth Basin.;shoreline placer; ; ;Ti, Zr, GAR, STA, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene), rutile, zircon, garnet, staurolite;;;;;;;;;;Image Resources;Deposit is composed of 3 subparallel strandlines.;"Image Resources (2015b); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1687;6221;Hicks; ; ; ;site;Fe mine;Australia;South Australia;-33.2226;138.3876; ;other igneous deposit;diapiric breccia; ;Fe, P, REE; ; ; ; ;Showing; ;;magnetite, goethite, hematite;;;;;;dolerite;;;;;;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1688;6222;Higgins; ; ;Capel;district or area;historic HM mine;Australia;Western Australia;-33.567951;115.528999; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?); ;monazite;ilmenite, zircon, rutile;;Quaternary;;;;beach sediment;;;;;Heavy mineral sands of Capel shoreline.;"Gupta and Krishnamurthy (2005); Jackson and Christiansen (1993); Western Australia Department of Mineral and Petroleum Resources (2012)";;;open pit;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;Oceania +1689;6543;Hokitika;Takutai Beach; ; ;district or area; ;New Zealand;West Coast;-42.7462;170.9294; ;shoreline placer; ; ;Ti, REE, Zr, Sn, Au; ; ; ; ;Occurrence; ;monazite;zircon;;;;;;;;;;;;"Brathwaite and Christie (2006); GNS Science (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1690;6544;Hokitika North; ; ; ;district or area; ;New Zealand;West Coast;-42.8157;170.8737; ;shoreline placer; ; ;REE, Zr, Ti, Au; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, native gold, ilmenite, magnetite, garnet, titanite, zircon, fluorapatite, rutile, (leucoxene), scheelite, pyrite;chlorite, biotite, epidote, enstatite, tourmaline, muscovite, (hornblende), tremolite;;;;;;;;;;;"Bradley (1977); Brathwaite and Christie (2006); ESCAP (1988); ESCAP and ABMRGG (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1691;6545;Hokitika South; ; ; ;district or area; ;New Zealand;West Coast;-42.8333;170.8667; ;shoreline placer; ; ;REE, Zr, Ti, Au; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, native gold, ilmenite, magnetite, garnet, titanite, zircon, fluorapatite, rutile, (leucoxene), scheelite, pyrite;chlorite, biotite, epidote, enstatite, tourmaline, muscovite, (hornblende), tremolite;;;;;;;;;;;"Bradley (1977); Brathwaite and Christie (2006); ESCAP (1988); ESCAP and ABMRGG (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1692;6224;Holsteins; ; ; ;site(?); ;Australia;Northern Territory;-23.025036;135.324829; ;other igneous deposit(?);pegmatite(?); ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;Northern Territory Geological Survey (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1693;6225;Hook; ; ;Hastings Yangibana project;site; ;Australia;Western Australia;-23.867;116.2275; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Deposit;small deposit;monazite, xenotime(?);;;;;;;;Gifford Creek carbonatite complex;;;Rare Earth Minerals PLC (30%);Mineralization is in ironstone dikes with anomalous REE.;"Rare Earth Minerals PLC (2015a); Western Australia Department of Mineral and Petroleum Resources (2012); Western Australia Geological Survey (2013)";;;;No production;;;;;0.10 inferred;;1.93 inferred;3251 ppm Nd2O3, 1080 ppm Pr2O3, 37 ppm Dy2O3, 72 ppm Eu2O3 inferred;;;;;;;;;;Rare Earth Minerals PLC (2015);JORC compliant;;Oceania +1694;6226;Hook South; ; ;Hastings Yangibana project;site; ;Australia;Western Australia;-23.8676;116.2447; ;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;xenotime;;;;;;;eluvial and alluvial sediments;Gifford Creek carbonatite complex;;;;Mineralization is in ironstone dikes with anomalous REE.;"Rare Earth Minerals PLC (2015a); Western Australia Department of Mineral and Petroleum Resources (2012); Western Australia Geological Survey (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1695;6227;Hopelands; ; ; ;district or area; ;Australia;Western Australia;-32.3963;115.9062; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1696;6546;Hunts Beach; ; ; ;district or area; ;New Zealand;West Coast;-43.5474;169.6873; ;shoreline placer; ; ;Ti, Zr, GAR, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;;;;;;;"Brathwaite and Christie (2006); ESCAP and ABMRGG (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1697;6229;Hyperion; ; ;Cooljarloo North;district or area(?); ;Australia;Western Australia;-30.4348;115.2245;In North Perth Basin.;shoreline placer; ; ;Ti, Zr, GAR, STA, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene), rutile, zircon, garnet, staurolite;;;;;;;;;;Image Resources;;"Image Resources (2015b); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1698;6230;Ibis;North Stradbroke Island, Ibis-Alpha; ; ;site;historic HM mine;Australia;Queensland;-27.6095;153.4133;On east side of Stradbroke Island.;shoreline placer;high dune heavy-mineral sand deposit; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;rutile, zircon, ilmenite;quartz;Cenozoic;;Cenozoic;;dune and beach sand;;;;;;"Hedrick (1998); Hedrick (1999); Queensland Department of Natural Resources and Mines (2014a); von Gnielinski (2015)";;;;No production(?);HM mine is closed.;;;;;;;;;;;;;;;;;;;;Oceania +1699;6231;Immarna; ; ; ;district or area(?); ;Australia;South Australia;-30.5283;132.1086;In Eucla Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing(?); ;monazite;rutile, zircon, ilmenite, (leucoxene);;;;;;;;;;;Deposit consists of 3 strandlines.;"Hou and Warland (2005); Hou and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1700;6232;Inskip Point; ; ;Cooloola(?);site;historic HM mine;Australia;Queensland;-25.8169;153; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?);small deposit;monazite;rutile, zircon, ilmenite;quartz;Quaternary;;Quaternary;;beach sand;;;;;Past heavy mineral production (1966–1975).;"Geoscience Australia (2013); Hoatson and others (2011); Wallis and Oakes (1990)";1949;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;Oceania +1701;6233;IPL South;Eneabba IPL South; ;Eneabba;district or area(?);HM mine;Australia;Western Australia;-29.9529;115.2511; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, zircon, rutile;;;;;;;;;;;Heavy mineral sands of Eneabba shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;open pit;No production;HM mine is currently on care and maintenance.;;;;;;;;;;;;;;;;;;;;Oceania +1702;6234;Israelite Bay; ; ; ;district or area; ;Australia;Western Australia;-33.6009;123.8692; ;shoreline placer; ; ;Ti, Zr, REE, GAR; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene), garnet, staurolite, kyanite;;;;;;beach sand;;;;;;"Baxter (1977); Geoscience Australia (2013); Hoatson and others (2011); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1703;6235;Jacinth; ; ;Jacinth-Ambrosia;district or area;HM mine;Australia;South Australia;-30.906;132.2169;In Eucla Basin.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Deposit; ;monazite;zircon, rutile, ilmenite, pseudorutile(?), anatase(?), chromite;quartz, tourmaline, spinel, staurolite;Middle Eocene;;Middle Eocene;;beach sand;;;;Iluka Resources Ltd.;Monazite content in the heavy mineral concentrate is typically low (~0.2 percent). Overburden averages 7 m thick.;"Geoscience Australia (2013); Hoatson and others (2011); Hou and others (2011); Reid and Hou (2006)";2004;;;No production;;;;;;;;;;6.5;;;;;~0.2 estimated;;;Hou and others (2011);JORC compliant (tonnage);The monazite grade is percent of HM concentrate.;Oceania +1704;6236;Jacks Tank;Spring Hill, Jacks Tank South, Jacks Tank North; ; ;district or area(?); ;Australia;New South Wales;-33.1553;143.3; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite, (leucoxene);quartz;Upper Miocene–Lower Pliocene;;Upper Miocene–Lower Pliocene;;;;;;;Deposit includes alluvial and residual material.;Geoscience Australia (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1705;6237;Jangardup; ; ; ;district or area;historic HM mine;Australia;Western Australia;-34.3596;115.6287; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, rutile, (leucoxene);;Pleistocene;;Pleistocene;;beach sand;;;;;;"Geoscience Australia (2013); Gupta and Krishnamurthy (2005)";1986;;;Past byproduct producer(?);;;;;30;;;;;2.04 resource;;;;0.014 resource;0.0476;;1990;Gupta and Krishnamurthy (2005);Not known;;Oceania +1706;6238;Jangardup South; ; ; ;district or area(?); ;Australia;Western Australia;-34.4002;115.6568; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1707;6239;John Galt;John Galt-Corkwood Yard, Halls Creek, John Galt Main Zone REE; ; ;site(?); ;Australia;Western Australia;-17.2963;128.2253; ;other igneous deposit;;vein;REE; ; ; ; ;Occurrence; ;xenotime;;;Proterozoic;;Proterozoic;;sandstone;Red Rock Formation;;;;"Hoatson and others (2011) report occurrence as ""apatite and/or fluorite veins"" although no apatite or fluorite reported.";"Geoscience Australia (2013); Hoatson and others (2011); Western Australia Department of Mineral and Petroleum Resources (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1708;6240;Jungle Well; ; ; ;site(?); ;Australia;Western Australia;-29.0022;120.9263; ;other igneous deposit; ;dike;REE; ; ; ; ;Showing; ;;;;;;;;ultramafic rock;;granite;;Victory Mines Ltd., others;REE mineralization in dike and in ultramafic rock appears to intrude granite. TREO values of up to 12.8% in trench samples have been found (average 5% TREO).;Victory Mines Ltd. (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1709;6241;Junior; ; ; ;site(?); ;Australia;Western Australia;-17.2867;128.21; ;sedimentary(?); ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1711;6547;Kakanui; ; ; ;district or area(?); ;New Zealand;Otago;-45.1854;170.8997;"Estimated location on the coast; deposit is reported to be immediately north and south of the mouth of the Kakanui River.";unclassified;mineral breccia, eclogite; ;REE; ; ; ; ;Showing; ;;garnet;augite, (hornblende), albite, olivine, chrome diopside;;;;;volcanic(?) breccia;Kakanui Mineral Breccia;;;;Breccia contains dunite and eclogite nodules.;"Christie and others (2014); Mason (1966)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1712;6243;Kanes Gossan; ; ;Hastings Yangibana project;site; ;Australia;Western Australia;-23.8727;116.2552; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Deposit;small deposit;xenotime;;;;;;;eluvial and alluvial sediments;Gifford Creek carbonatite complex;;;Rare Earth Minerals PLC (30%);Mineralization is in ironstone dikes with anomalous REE.;"Rare Earth Minerals PLC (2015a); Western Australia Department of Mineral and Petroleum Resources (2012); Western Australia Geological Survey (2013)";;;;No production;;;;;0.61 inferred;;1.18 inferred;2501 ppm Nd2O3, 762 ppm Pr2O3, 43 ppm Dy2O3, 58 ppm Eu2O3 inferred;;;;;;;;;;Rare Earth Minerals PLC (2015);JORC compliant;;Oceania +1713;6244;Kangaroo Creek;Marjorie Ellen, Blue Buck, Golden Casket, Lady Red, Lady White; ; ;site(?);historic Sn mine;Australia;Queensland;-17.5213;144.038; ;alluvial placer; ; ;Sn, Ti, Zr, REE, GAR; ; ; ; ;Showing(?); ;monazite;cassiterite, ilmenite, zircon, garnet;;Quaternary;;Quaternary;;alluvial sediment;;;;;;von Gnielinski (2015);;There was drilling for Sn on this property in 2008.;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1714;6549;Kaniere;Kanieri, Kaniere Dredge, Taramakau River; ; ;district or area;HM mine;New Zealand;West Coast;-42.7425;171.0248; ;alluvial placer; ; ;Au, Zr, GAR, Th, U, REE, Sn; ; ; ; ;Showing; ;monazite;gold, ilmenite, magnetite, zircon, pyrite, titanite, garnet, cassiterite, uraninite, rutile, fluorapatite, (leucoxene), thorite, scheelite;enstatite, diopside, biotite, tourmaline, muscovite, (hornblende);;;;;;;;;;Dredge works gravels of lower Taramakau River for gold. Monazite, uraninite, thorite, cassiterite only occur in deeper gravels.;"Bradley (1977); Christie and others (2014); GNS Science (2013)";;;dredge;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1715;6245;Kapunda; ; ; ;site;historic Cu mine;Australia;South Australia;-34.3466;138.918; ;sedimentary(?); ; ;Cu, REE; ; ; ; ;Showing; ;;azurite, bornite, chalcocite, chalcopyrite, covellite, cuprite, malachite;kaolinite, pyrite, pyrrhotite;;;;;siltstone, metasediments;Tapley Hill Formation;;;;Significant REE values from quartz veins in main pit.;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1716;6550;Karamea North; ; ; ;district or area; ;New Zealand;West Coast;-41.2391;172.0994; ;shoreline placer; ; ;REE, Zr, Ti, GAR; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, garnet;;;;;;;;;;;Nearly twice as much garnet (10–30%) as ilmenite.;"Brathwaite and Christie (2006); ESCAP (1988); ESCAP and ABMRGG (1988); GNS Science (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1717;6551;Karamea South; ; ; ;district or area; ;New Zealand;West Coast;-41.3317;172.0818; ;shoreline placer; ; ;Zr, REE, Ti, GAR; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, garnet;;;;;;;;;;;Nearly twice as much garnet (10–30%) as ilmenite.;"Brathwaite and Christie (2006); ESCAP and ABMRGG (1988); GNS Science (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1718;6246;Karkarooc East; ; ; ;district or area; ;Australia;Victoria;-36.151;142.332; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, (leucoxene), rutile, zircon;;;;;;sand;;;;;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1719;6247;Karkarooc West; ; ; ;district or area; ;Australia;Victoria;-36.1151;142.318; ;shoreline placer; ; ;Ti, REE, Zr; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, (leucoxene), rutile, zircon;;;;;;sand;;;;;;"Victoria Department of State Development, Business and Innovation (2014); Jaireth and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1721;6249;Kelstrel; ; ;Cooljarloo West;district or area(?); ;Australia;Western Australia;-30.6717;115.4147; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, zircon, rutile, (leucoxene);;;;;;;;;;;Heavy mineral sands of Munbinea shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1722;6250;Kemerton; ; ; ;district or area; ;Australia;Western Australia;-33.1781;115.7441; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1723;6251;Ketchowla Hill; ; ; ;site;historic Mn mine;Australia;South Australia;-33.3073;139.1955; ;sedimentary;regolith;stratabound;Mn, REE; ; ; ; ;Showing; ;;;;;;;;regolith, shale, dolomite;Nuccaleena Formation;;;;;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1724;6252;Keysbrook; ; ; ;district or area; ;Australia;Western Australia;-32.4315;115.9265; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;(leucoxene), zircon, ilmenite, rutile;;;;;;dune sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1725;6253;Keysbrook South; ; ;Keysbrook project;district or area; ;Australia;Western Australia;-32.5542;115.9459; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene), rutile, zircon;;;;;;;;;;;Heavy minerals in Waroona shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1726;6254;Killi Killi Hills No. 1; ;Killi Killli Hills No. 1, Killi Killi Hills No. 2, Killi Killi West, Tanami East;now part of Tanawa West(?);site; ;Australia;Western Australia;-19.775;128.9741; ;uranium deposit;unconformity-related U; ;U, REE;Dy, Yb, Er; ; ; ;Occurrence; ;xenotime, florencite;;;;;;;conglomerate, sandstone;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1727;6255;Killi Killi Hills No. 2; ; ;now part of Tanawa West(?);site; ;Australia;Western Australia;-19.728;128.875; ;uranium deposit;unconformity-related U; ;U, REE;Dy, Yb, Er; ; ; ;Occurrence; ;xenotime, florencite;;;;;;;conglomerate, sandstone;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1728;6257;King Sound-Fitzroy River; ; ; ;district or area; ;Australia;Western Australia;-17.4563;123.5513;In Fitzroy and May River estuaries.;shoreline placer;offshore placer; ;REE, Ti, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, magnetite, (leucoxene), rutile, zircon;;;;;;;;;;Perseverance Corp. Ltd. (1988);;"Geoscience Australia (2013); Hoatson and others (2011); Roskill Information Services (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1729;6258;Kingscliff;Cudgen; ; ;district or area; ;Australia;New South Wales;-28.262;153.5833; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, tourmaline, garnet;(hornblende), pyroxene, epidote, andalusite;Quaternary;;Quaternary;;;;;;Currumbin Minerals Pty. Ltd. (1988);;"Colwell (1982); Geoscience Australia (2013); Hedrick and Templeton (1991); Roskill Information Services (1988)";1950 or 1930's;;;Past byproduct producer;Small producer (1988).;;;;;;;;;;;;;;;;;;;;Oceania +1730;6259;Kirra; ; ; ;district or area; ;Australia;Queensland;-28.1645;153.5214;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;;quartz;Pliocene–Pleistocene;;;;;;;;Currumbin Minerals Pty. Ltd. (1988);;"Hedrick and Templeton (1991); Roskill Information Services (1988)";;;;Past byproduct producer;Small producer (1988).;;;;;;;;;;;;;;;;;;;;Oceania +1731;6260;Kokomo; ; ; ;site(?); ;Australia;Queensland;-18.5525;145.1712; ;supergene;ultramafic-mafic associated, residual lateritic; ;Ni, Co, REE, Sc, PGE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1732;6261;Koombana Bay; ; ; ;district or area;historic HM mine;Australia;Western Australia;-33.315441;115.651497;"Near Bunbury. Unclear if mining site was in the bay or onshore; location from Minedex is in the bay.";shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, (leucoxene), rutile;garnet, kyanite, staurolite;;;;;beach sediment;;;;;Mine closed 1966. Part of Minniup shoreline beach and dune deposits.;"ESCAP and ABMRGG (1988); Western Australia Department of Mineral and Petroleum Resources (2012)";1949;;;Past byproduct producer;HM mine is currently on care and maintenance.;;;;;;;;;;;;;;;;;;;;Oceania +1733;6262;Korella; ; ; ;site; ;Australia;Queensland;-21.9423;139.9755;In Georgina Basin.;phosphorite;phosphorite; ;P, REE, Sc;Y, Dy;Nd; ; ;Deposit;small deposit;;apatite;;Middle Cambrian;;Middle Cambrian;;phosphatic siltstone, chert, limestone, sandstone, conglomerate;Bettle Creek Formation;;;Krucible Metals Ltd. (2011);;"Denaro (2011); Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014); von Gnielinski (2015)";2011;;;No production;;;;;7.03 inferred;;;930 g/t Y;500 ppm Y ;;;;;;;;2012;von Gnielinski (2015);JORC compliant;;Oceania +1734;6263;Kounpee; ; ; ;district or area; ;Australia;Queensland;-27.5093;153.4196;Estimated location on North Stradbroke Island.;shoreline placer;high dune heavy-mineral sand deposit; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;quartz;;;;;;;;;;;"Jaireth and others (2014); Wallis and Oakes (1990)";;;;No production;Past or current production of heavy mineral sands.;;;;;;;;;;;;;;;;;;;;Oceania +1735;6264;Kulwin;Koolwin; ; ;district or area;historic HM mine;Australia;Victoria;-35.0622;142.6354;In Murray Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;;zircon, rutile, ilmenite, (leucoxene);;Tertiary (Paleogene–Neogene?);;;;beach sand;;;;Iluka Resources Ltd.;;"Geoscience Australia (2013); Hedrick (1999); Hoatson and others (2011); Iluka (2013a); Mineral Deposits Ltd. (2000); Victoria Department of State Development, Business and Innovation (2014)";;;;No production;;;;HM placer production from 2009–2012.;24;;;;;;11.5;;;;;;;Mineral Deposits Ltd. (2000);JORC compliant;;Oceania +1736;6265;Kulwin North; ; ; ;site; ;Australia;Victoria;-34.9886;142.5697; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite, (leucoxene);;;;;;;;;;;;"Geoscience Australia (2013); Weng and others (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1737;6266;Laburnam; ; ; ;district or area; ;Australia;New South Wales;-33.337;142.28; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;Deposit includes alluvial and residual material.;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1738;6267;Lake Amarillo; ; ; ;district or area; ;Australia;Western Australia;-32.4532;115.8431; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;Heavy mineral sands of Capel shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1739;6268;Lake Innes; ; ; ;site(?); ;Australia;New South Wales;-31.4762;152.8709; ;supergene;ultramafic-mafic associated, residual lateritic; ;Ni, Cr, Sc, Co, REE(?); ; ; ; ;Occurrence; ;;;talc;;;;;laterite;;serpentinite;;;Ni-Co-Sc laterite deposit formed from weathering of a serpentine.;"Geoscience Australia (2013); Hedrick (1998); Hoatson and others (2011); Jaireth and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1740;6271;Legerwood Borehole; ; ; ;site(?); ;Australia;Tasmania;-41.216374;147.679979; ;supergene;residual; ;REE; ; ; ; ;Occurrence; ;florencite;kaolinite;;Paleogene–Neogene;;;;;;;;;;Tasmania Mineral Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1741;6272;Leschenault Peninsula; ; ; ;district or area; ;Australia;Western Australia;-33.2952;115.677; ;shoreline placer; ; ;Ti, Zr, GAR, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, garnet, (leucoxene);;;;;;;;;;;Heavy mineral sands of Quindalup shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1743;6274;Levanto;Livanto; ;Ashburton (Atlantis - Ashburton) project;site; ;Australia;Western Australia;-23.668;118.2462; ;uranium deposit;vein, hydrothermal;vein;U, REE; ; ; ; ;Showing; ;;metazeunerite;iron oxide, zoisite, quartz;;;;;;;;;;Chip sampling contained 1.29% to 11.14% REO.;"U3O8 Ltd. (2009); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1744;6275;Levon; ; ;Hastings-Brockman;site; ;Australia;Western Australia;-18.3325;127.7894; ;alkaline igneous; ; ;REE, Ta, Nb, Zr, Ga; ; ; ; ;Occurrence; ;;;;;;;;;;;;;Nineteen chip samples collected by Hastings all exceeded 1,000 ppm TREO, with 2 samples exceeding 4,000 ppm TREO.;"Hastings Rare Metals Ltd. (2014a); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1745;6276;Limeburners Creek; ; ; ;site(?); ;Australia;New South Wales;-31.3177;152.9727;In National Park or other land excluded from mineral exploitation.;shoreline placer(?);; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, rutile, zircon;;;;;;sand;;;;;;Hoatson and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1746;6277;Lions Ear; ; ;Hastings Yangibana project;site; ;Australia;Western Australia;-23.8631;116.2143; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Deposit;small deposit;monazite, xenotime(?);;;;;;;carbonatite(?);Gifford Creek carbonatite complex;;;Rare Earth Minerals PLC (30%);Mineralization is in ironstone dikes with anomalous REE.;"Rare Earth Minerals PLC (2015a); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;0.67 inferred;;1.55 inferred;3044 ppm Nd2O3, 902 ppm Pr2O3, 46 ppm Dy2O3, 88 ppm Eu2O3 inferred;;;;;;;;;;Rare Earth Minerals PLC (2015);JORC compliant;;Oceania +1747;6278;Livingstone Creek; ; ; ;site; ;Australia;Tasmania;-41.703363;145.292721;At Livingstone Creek-Stanley River confluence.;alluvial placer; ; ;Sn, REE; ; ; ; ;Deposit; ;;cassiterite, ilmenite, rutile, zircon;;Cenozoic;;Cenozoic;;gravel;;;;;;Tasmania Mineral Resources (2012);;;;Past producer;;;;;;;;;;;;;;;;;;;;;Oceania +1748;6280;Ludlow; ; ;Bunbury area;district or area; ;Australia;Western Australia;-33.589611;115.488998; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, (leucoxene);;;;;;beach sand;;;;Westralian Sands Ltd. (1988);Heavy mineral sands of Capel shoreline.;"Roskill Information Services (1988); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;Past byproduct producer;Mine is closed.;;;;0.324 measured + 0.017 proven;;;;;;;;;;;;2008;Western Australia Department of Mineral and Petroleum Resources (2012);JORC compliant;;Oceania +1749;6281;Magic; ; ; ;district or area(?); ;Australia;New South Wales;-32.8833;141.35; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1750;6282;Maidment; ; ;Capel;district or area; ;Australia;Western Australia;-33.5596;115.5176; ;shoreline placer; ; ;Ti, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene);;;;;;;;;;;Heavy mineral sands of Capel shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1751;6283;Malache; ; ; ;site(?); ;Australia;South Australia;-33.7829;135.5139; ;other igneous deposit;breccia; ;Pb, Zn, Ag, REE; ; ; ; ;Showing; ;;chalcopyrite, argentite, sphalerite;apatite, graphite, pyrrhotite, quartz;;;;;breccia, gneiss;;;;hydrothermal;;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1752;6284;Marrawah;Marrawah Beach, Ann Bay; ; ;site; ;Australia;Tasmania;-40.8948;144.6745;Area has been excluded from mineral deposit development.;shoreline placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;beach sand;;;;;;"Bacon and others (2008); Bottrill (2001); Geoscience Australia (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1753;6285;Mary Kathleen;Mount Dorothy and Elaine Dorothy; ; ;site;historic U mine;Australia;Queensland;-20.7461;140.013; ;"uranium deposit; tailings";"Hydrothermal, skarn; tailings"; ;U, REE, Cu; ; ; ; ;Deposit;small deposit;allanite, stillwellite-(Ce), fluorapatite, garnet, titanite;uraninite, uranophane, garnet, fluorapatite, pyrite, chalcopyrite, pyrrhotite;diopside, feldspar, garnet, quartz, scapolite;Proterozoic;;Paleoproterozoic;;skarn, calc-silicate metasediments, granite, tailings;Corella Formation;;hydrothermal;;"Past producer of uranium, production ceased in 1982; ore ran 35% allanite, 40% garnet, 10% apatite; potential to extract REE from U tailings.";"Gieré (1996); Harben and Bates (1990); Hoatson and others (2011); Jackson and Christiansen (1993); Möller (1989a); Neary and Highley (1984); Queensland Department of Natural Resources and Mines (2014a); von Gnielinski (2015); Weng and others (2015)";1954;;;No production;;;;;"1) 0.083 inferred; 2) 5.5 tailings";;"1) 0.32; 2) 6.4";;;;;;;;;;1) 2010;"1) Hoatson and others (2011); 2) Weng and others (2015)";"1) JORC compliant; 2) Not known";;Oceania +1754;6286;Massidon; ; ; ;district or area; ;Australia;New South Wales;-33.1306;141.3444;In Murray Basin.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence(?); ;monazite, xenotime;zircon, ilmenite, rutile, (leucoxene);;Tertiary (Paleogene–Neogene?);;;;;;;;;Fine-grained off-shore deposit.;"Mineral Deposits Ltd. (2000); Weng and others (2015)";1990;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1755;6287;Mercury; ; ; ;district or area; ;Australia;Victoria;-34.8989;142.3522; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1756;6288;Metricup Central; ; ; ;site(?); ;Australia;Western Australia;-33.7424;115.1121; ;paleoplacer(?); ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);;;;Mesozoic;;sandstone(?);;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1757;6289;Metricup South; ; ; ;site(?); ;Australia;Western Australia;-33.7915;115.1117; ;paleoplacer(?); ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);;;;Mesozoic;;sandstone(?);;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1758;6291;Millenium; ; ; ;site(?); ;Australia;Queensland;-20.583;140.2;Estimated location.;hydrothermal Fe-oxide deposit ± Cu, Au;IOCG; ;Cu, Co, Au, REE; ; ; ; ;Showing; ;;;;;;;;;;;;Elementos Ltd. (2012);Possible REE byproduct.;"Elementos (2012); Elliott (2012g)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1759;6292;Milo;Maiden; ; ;site;site;Australia;Queensland;-20.7587;140.2221; ;hydrothermal Fe-oxide deposit ± Cu, Au;Proterozoic iron-oxide hosted, IOCG; ;Cu, Au, Mo, U, REE, Co, Ag; ; ; ; ;Deposit; ;;;;Mesoproterozoic;;Paleoproterozoic;;;Milo beds, Tommy Creek microgranite;;;GBM Resources Ltd. ;"IOCG mineralization has been ""overprinted and enveloped"" by widespread REE.";"GBM Resources Ltd. (2011); GBM Resources Ltd. (2015); Queensland Department of Natural Resources and Mines (2014a); Queensland Department of Natural Resources and Mines (2014b); Syrett (2012b); von Gnielinski (2015); Watts (2012d)";;;;No production;;;;;187 inferred;0.113 inferred;0.061 inferred;;0.03% TREO inferred;;;;;;;;;GBM Resources Ltd. (2015);JORC compliant;;Oceania +1760;6293;Mindarie;Mercunda; ; ;site;HM mine;Australia;South Australia;-34.7884;140.2197;In Murray Basin.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite, (leucoxene);;;;;;beach sand;;;;Murray Zircon;;"Hoatson and others (2011); Komesaroff (2001); Peters and others (2005)";;;open pit;No production(?);;;;;;;;;;;;;;;;;;;;;Oceania +1761;6294;Mindarra Springs; ; ; ;district or area; ;Australia;Western Australia;-31.0815;115.9704; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile, (leucoxene);;;;;;beach sand;;;;Sheffield Resources;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1762;6295;Mindarra Springs South; ; ; ;site(?); ;Australia;Western Australia;-31.1476;115.9144; ;paleoplacer(?); ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, zircon, rutile;;;;Mesozoic?);;sandstone(?);;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1763;6296;Minervah; ; ; ;district or area(?); ;Australia;New South Wales;-33.39;142.12; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1764;6297;Minninup; ;Minniup Dunes, Minniup Beach; ;district or area; ;Australia;Western Australia;-33.449249;115.578102; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, (leucoxene);quartz;Holocene;;;;beach sediment;;;;Cable Sands Pty. Ltd. (1988);Marine placer beach and dune deposits. Heavy mineral sands of Quindalup shoreline.;"Jackson and Christiansen (1993); ESCAP and ABMRGG (1988); Roskill Information Services (1988)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1765;6298;Minniup Beach; ; ;Minniup;district or area;historic HM mine;Australia;Western Australia;-33.4492;115.5781; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;Heavy mineral sands of Quindalup shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;Not known;HM Mine is closed.;;;;;;;;;;;;;;;;;;;;Oceania +1766;6299;Minniup Dunes; ; ;Minniup;district or area;historic HM mine;Australia;Western Australia;-33.4505;115.5794; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;Not known;HM Mine is closed.;;;;;;;;;;;;;;;;;;;;Oceania +1767;6300;Minniup South;Minniup S; ;Capel;district or area(?); ;Australia;Western Australia;-33.4735;115.5551; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;Heavy mineral sands of Quindalup shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1768;6301;Mojave; ; ; ;district or area; ;Australia;South Australia;-30.989;133.089;In Eucla Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite(?);ilmenite, (leucoxene), zircon;;;;;;;;;;;;Hou and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1769;6553;Mokonui;Mikonui; ; ;district or area; ;New Zealand;West Coast;-41.5229;171.9358; ;shoreline placer; ; ;Ti, Zr, REE, Au; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, native gold;;;;;;;;;;;;"Brathwaite and Christie (2006); ESCAP and ABMRGG (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1770;6302;Monazite Creek; ; ; ;site; ;Australia;Tasmania;-41.133203;147.568912; ;alluvial placer; ; ;REE; ; ; ; ;Deposit(?); ;monazite;;;Paleogene-Neogene;;Cenozoic;;undifferentiated sediments;;;;;;Tasmania Mineral Resources (2012);;;;No production;Uncertain if monazite produced.;;;;;;;;;;;;;;;;;;;;Oceania +1771;6554;Montgomery's Terrace; ; ; ;site(?); ;New Zealand;West Coast;-42.3726;171.4384; ;alluvial placer; ; ;Sn, Au, Cr, REE; ; ; ; ;Occurrence; ;monazite;cassiterite, gold, zircon;;;;;;;;;;;;"GNS Science (2013); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1772;6303;Montrose; ; ; ;district or area; ;Australia;Victoria;-37.0537;141.6447; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, (leucoxene), rutile, zircon;;;;;;sand;;;;;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1773;6304;Moolyella; ; ; ;site(?); ;Australia;Western Australia;-21.1671;119.9228; ;other igneous deposit;pegmatite; ;REE; ; ; ; ;Showing; ;monazite;;;;;Precambrian;;gneissic granite;;;;;;"Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014)";1955;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1774;6305;Moore River; ; ; ;district or area; ;Australia;Western Australia;-31.1006;115.6299; ;shoreline placer(?);; ;Ti, REE, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1775;6306;Moreton Island; ; ; ;district or area;historic HM mine;Australia;Queensland;-27.0903;153.4459;In National Park or other land excluded from mineral exploitation.;shoreline placer; ; ;Ti, Zr, REE, SIL; ; ; ; ;Occurrence(?); ;monazite;rutile, zircon, ilmenite, silica sand (quartz);;Quaternary;;Quaternary;;dune sand, beach sand, beach ridge sand;;;;AMC (1988);"Beach-ridge deposits on the east grade into high (up to 280 m in elevation) dunes in the west; heavy minerals are distributed throughout the dunes; shut down by the government; past small-scale mining of heavy minerals (1957–1958?).";"Denaro (2011); ESCAP and ABMRGG (1988); Geoscience Australia (2013); Hoatson and others (2011); Jackson and Christiansen (1993); von Gnielinski (2015); Wallis and Oakes (1990)";1955;;;Not known;Uncertain if monazite produced.;;;;;;;;;;;;;;;;;;;;Oceania +1776;6307;Morrison; ; ; ;site;historic Mn mine;Australia;South Australia;-33.4056;139.2729; ;sedimentary;regolith;stratabound;Mn, REE; ; ; ; ;Showing; ;;pyrolusite, psilomelane;;;;;;regolith, shale, dolomite;Nuccaleena Formation;;;;;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1777;6308;Mount Barrett; ; ; ;intrusion or complex; ;Australia;Western Australia;-27.2499;123.0931; ;carbonatite; ; ;Au, Ni, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1778;6309;Mount Dale; ; ; ;site; ;Australia;Western Australia;-32.0289;116.3593;About 45 km southeast of Perth.;other igneous deposit;pegmatite; ;Nb, Ta, REE; ; ; ; ;Showing; ;euxenite-(Y);;;;;;;;;;;;Pegmatite crops out.;"Hoatson and others (2011); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1779;6310;Mount Dorothy; ; ; ;site(?); ;Australia;Queensland;-20.8408;139.8528; ;uranium deposit; ; ;U, Cu, REE; ; ; ; ;Showing; ;;;;;;;;;;;;Chinalco Yunnan Copper Resources Ltd.;;"Denaro (2011); Queensland Department of Natural Resources and Mines (2014b)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1780;6311;Mount Finniss;Mount Finnis; ; ;site(?); ;Australia;Northern Territory;-22.323006;133.04882; ;metamorphic(?);leucosome or metasomatic pod; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;"Hoatson and others (2011); Northern Territory Geological Survey (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1781;6313;Mount Gee; ; ; ;site(?); ;Australia;South Australia;-30.2224;139.3391; ;hydrothermal Fe-oxide deposit ± Cu, Au;iron-oxide U; ;U, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;Marathon Resources Ltd.;;"Geoscience Australia (2012); Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;Geoscience Australia (2012);JORC compliant;51,800 t La-Ce inferred;Oceania +1782;6315;Mount Mary; ; ; ;intrusion or complex(?); ;Australia;Northern Territory;-23.045845;135.307739; ;alkaline igneous(?); ; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;Northern Territory Geological Survey (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1783;6316;Mount Painter; ;includes, Radium Ridge, Mount Gee, Armchair, Streitberg; ;site;historic mine;Australia;South Australia;-30.227;139.37; ;iron oxide-apatite;Proterozoic iron-oxide hosted, volcanogenic U, Olympic Dam Cu-U-Au;breccia;U, REE; ; ; ; ;Occurrence; ;xenotime;apatite, barite, bornite, brannerite chalcocite, chalcopyrite, covellite, galena, hematite, ilmenite, magnetite, molybdenite, pyrite, sphalerite, torbernite, uraninite;feldspar, barite, carbonate, chlorite, fluorite, quartz;;;;;;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";1910;;;Not known;Uncertain if REE produced.;;;;;;;;;;;;;;;;;;;;Oceania +1784;6320;Mount Surprise; ;Fulford Creek, Bonner's Creek; ;site(?);historic Sn & W mining;Australia;Queensland;-17.64;144.22;Estimated location.;alluvial placer(?); ; ;Sn, W, REE; ; ; ; ;Showing; ;monazite, xenotime(?);;;;;;;;;;;Orion Metals Ltd.;;Orion Metals Ltd. (2013);;;;No production;Historic production(?).;;;;;;;;;;;;;;;;;;;;Oceania +1785;6321;Mount Weld; ;Includes Duncan, Central Lanthanide, CLD Central, Coors, Crown; ;site;REE mine;Australia;Western Australia;-28.8638;122.5472; ;carbonatite with residual enrichment;carbonatite-associated, residual; ;REE, P, Nb, Zr, Ta; ; ; ; ;Deposit; ;monazite, rhabdophane, churchite-(Y), crandallite, goyazite, gorceixite, florencite, xenotime, cerianite-(Ce), others;anatase, apatite, baddeleyite, crandallite, fluorite, galena, gorceixite, hematite, ilmenite, magnetite, perovskite, pyrite, pyrochlore, rutile, sphalerite, strontianite, tantalite, zircon;goethite, hematite, kaolinite, montmorillonite, calcite, dolomite, riebeckite, ankerite, barite, biotite;"Paleoproterozoic (carbonatite); Late Paleozoic–Early Cenozoic (laterite)";;Paleoproterozoic;2025 ± 10 Ma (Rb-Os, oxide minerals, carbonatite);carbonatite;Mount Weld Carbonatite Complex;Archean mafic and felsic volcanic, ultramafic, and sedimentary rocks;;Lynas Corp. (2012);Monazite has < 0.3% ThO2. Pilot plant at site in 1993.;"Dreissen (1990); Duncan and Willet (1990); Fetherston and others (1997); Harben and Kužvart (1996); Industrial Minerals (1990); Jaireth and others (2014); Lottermoser (1990); Mariano (1989); Mining Journal (1989c); Morteani and Preinfalk (1996); O'Driscoll (1988); O'Driscoll (2003)";~1967;;;Producer;;;;Mine is an active producer.;23.9 total resource, 9.7 proven+probable;7.9 total resource, 11.7 proven+probable;;;;;;;;;;;;Industrial Minerals (2013);JORC compliant;;Oceania +1786;6322;Muckanippie; ; ; ;site(?); ;Australia;South Australia;-30.1306;134.1916; ;other igneous deposit; ; ;REE, P; ; ; ; ;Showing; ;;magnetite;quartz, biotite;;;;;gabbro;Muckanippie Suite;;;;;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1787;6323;Mud Tank; ; ; ;intrusion or complex; ;Australia;Northern Territory;-23.0141;134.2767;Estimated location.;carbonatite; ; ;VRM, REE; ; ; ; ;Showing; ;monazite(?);vermiculite, apatite, titanite, pyrite, chalcopyrite;;;;Neoproterozoic;732 Ma;;;;;;;"Currie and others (1992); Jaireth and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1788;6324;Mulga Rock; ;includes Ambassador, Shogun, Emperor; ;district or area; ;Australia;Western Australia;-29.9057;123.5906;In Canning Basin.;sedimentary;Rare-earth elements associated with lignite in sandstone-hosted polymetallic uranium deposits, sandstone hosted U, REE-bearing lignite; ;U, Sc, REE, Ge, COAL; ; ; ; ;Occurrence; ;;lignite;kaolinite;;;Eocene;;carbonaceous sandstone, lignite;;claystone;;;REE appears to be largely confined to the mineralized lignite.;"Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014); Western Australia Geological Survey (2013)";2005 (REE), 1979 (U);;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1789;6325;Munmorah; ; ; ;district or area; ;Australia;New South Wales;-33.2083;151.5967; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon;quartz;Upper Tertiary (Neogene?);;;;sand;;;;;Marine placer.;"Anstett (1986); ESCAP and ABMRGG (1988); Jackson and Christiansen (1993)";;;;Past byproduct producer;;;;;71.2;;;;;;0.81;;;;0.006;;;Jackson and Christiansen (1993);Not compliant;;Oceania +1790;6326;Myall Lakes; ; ; ;site;historic HM mine;Australia;New South Wales;-32.4593;152.3925; ;shoreline placer; ; ;Ti, GEM, Zr, REE; ; ; ; ;Occurrence(?); ;;ilmenite, ruby, zircon, rutile;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;Not known;Uncertain if monazite produced.;;;;;;;;;;;;;;;;;;;;Oceania +1791;6327;Mystique; ; ;Browns Range;site;drill hole;Australia;Western Australia;-18.9644;128.937; ;other igneous deposit(?); ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;;;;;Northern Minerals Ltd.;;"Northern Minerals Ltd. (2012b); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1792;6328;Nabiac; ; ; ;district or area; ;Australia;New South Wales;-32;152.5; ;shoreline placer; ; ;Ti, Zr, REE, GAR; ; ; ; ;Deposit;small deposit;monazite;ilmenite, rutile, (leucoxene), zircon, garnet;quartz;Pleistocene;;;;sand;;;;RZ Mines Pty. Ltd. (1989);;"Hedrick and Templeton (1991); Jackson and Christiansen (1993)";;;;Past byproduct producer;;;;;2;;;;;;;;;;0.005;;;Jackson and Christiansen (1993);Not compliant;;Oceania +1793;6329;Naracoopa;Fraser River; ; ;district or area;historic HM mine;Australia;Tasmania;-39.9073;144.1059;On King Island between Victoria and Tasmania in the Bass Strait.;shoreline placer; ; ;Ti, Zr, Sn, REE; ; ; ; ;Deposit;small deposit(?);allanite, monazite;rutile, ilmenite, zircon, cassiterite;;;;;;;;;;Alan Bond and Associates;"On King Island between Victoria and Tasmania in the Bass Strait; unconfirmed reports that deposit was being mined at one point.";"Bacon and others (2008); Bottrill (2001); Geoscience Australia (2013); Hedrick and Templeton (1991)";1968;;;Not known;HM production 1969–1977.;;;;25;;;;;;5.2;;;;;;1989;Hedrick and Templeton (1991);Not compliant;;Oceania +1794;6331;Narraburra; ; ; ;intrusion or complex; ;Australia;New South Wales;-34.325;147.5667;Estimated location near the town of Narraburra.;alkaline igneous;peralkaline igneous-related; ;REE, Li, Hf, Zr, Nb, Th, Ga; ; ; ; ;Deposit; ;;;;;;;;leucogranite;;;;Capital Mining Ltd.;Granitic intrusion is deeply weathered.;"Hoatson and others (2011); Jaireth and others (2014); Geoscience Australia (2012); Geoscience Australia (2013)";;;;No production;;;;;"1) 55; 2) 73.2";;1) 0.016;2) 146 g/t Y2O3 + 327 g/t REO;;;;;;;;2) 1250 g/t ZrO2, 45 g/t HfO2, 126 g/t NbO2, 54 g/t Ga2O3, 118 g/t Li2O, 61 g/t ThO2;;"1) Hoatson and others (2011); 2) Geoscience Australia (2012)";JORC compliant;;Oceania +1795;6332;Nepean; ; ;Iluka's Balranald project;district or area; ;Australia;New South Wales;-34.07;143.36;In Murray Basin.;shoreline placer; ; ;Zr, Ti, REE, Th; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite;;;;;;beach sand;;;;Iluka Resources;;"Geoscience Australia (2013); Hoatson and others (2011); Iluka (2013a)";;;;No production;;;;;;;;;;2.3;26.5;;;;;;;Iluka (2011);;;Oceania +1796;6333;Nesbit River mouth; ; ; ;district or area; ;Australia;Queensland;-13.5421;143.5854;At Nesbit River mouth.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, zircon, rutile;quartz;;;;;;;;;;;Queensland Department of Natural Resources and Mines (2014a);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1797;6334;Newcastle; ; ; ;district or area; ;Australia;New South Wales;-32.917;151.75;Estimated location.;shoreline placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;RZ Mines Pty. Ltd.;;"Hedrick (1999); Roskill Information Services (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1798;6335;Newrybar; ; ; ;district or area; ;Australia;New South Wales;-28.767;153.567; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, garnet;tourmaline, quartz;Quaternary;;;;dune and beach sand;;;;;;Jackson and Christiansen (1993);;;;No production;;;;;22;;;;;;1.1;;;;0.0418;;1990;Jackson and Christiansen (1993);Not compliant;;Oceania +1799;6556;Ngahere;Ngahere Dredge; ; ;site(?);historic Au mine;New Zealand;West Coast;-42.3635;171.4278; ;alluvial placer; ; ;Au, REE; ; ; ; ;Showing; ;monazite;gold;;;;;;alluvium;;;;;It is estimated that 0.75 t/week of monazite was discarded by the Ngahere gold dredge.;"Christie and others (2014); GNS Science (2013); Overstreet (1967)";;;dredge;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1800;6336;Nightcrawler; ; ;Browns Range;site;outcrop;Australia;Western Australia;-18.8927;128.9296; ;other igneous deposit(?); ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;Northern Minerals Ltd.;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1801;6337;Nine Mile Beach; ; ; ;district or area; ;Australia;Tasmania;-39.8072;144.1526;"Offshore of King Island; location is central to the area of exploration offshore of Nine Mile Beach.";shoreline placer; ; ;Ti, Zr, Sn, Au, REE, PGE; ; ; ; ;Occurrence; ;;ilmenite, rutile, zircon, cassiterite, native gold;;;;;;;;;;Mineral Holdings Australia Party Ltd. (2001);;Duncan and Rhodes (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1802;6557;Nine Mile Beach- North; ; ; ;site; ;New Zealand;West Coast;-41.7985;171.4587; ;shoreline placer; ; ;Ti, Zr, REE, Au; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, gold;;Holocene;;Holocene;;;;;;;;"Christie and others (2010); GNS Science (2013); ESCAP and ABMRGG (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1803;6558;Nine Mile Beach- South; ; ; ;site; ;New Zealand;West Coast;-41.8822;171.4566; ;shoreline placer; ; ;Ti, REE, Zr, Au; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, gold;;Holocene;;Holocene;;;;;;;;"Christie and others (2010); GNS Science (2013); ESCAP and ABMRGG (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1804;6338;Nolans Bore; ; ; ;site(?); ;Australia;Northern Territory;-22.5791;133.2389;130 km north of Alica Springs, 8 km west of Stuart Highway in the Reynolds Ranges.;"other igneous deposit; supergene";apatite and/or fluorite veins, hydrothermal;vein;REE, P, U; ; ; ; ;Deposit; ;fluorapatite, cheralite, allanite;;carbonate;Proterozoic;;;;carbonatite;;;;Arafura Resources NL (2012);In places REE grades exceeds 10%. In 2005, highest grades were 5.6% REO and 1.1 lb/t U3O8.;"Arafura Resources Ltd. (2012); Industrial Minerals (2003); Industrial Minerals (2005b); Industrial Minerals (2006a); Industrial Minerals (2006b); Jaireth and others (2014); O'Driscoll (2003); Walters and Lusty (2011); Watts (2012a); Watts (2012d)";;;;No production;;;;;47;1.222;2.6;;;;;;;;;;;Arafura Resources Ltd. (2012);JORC compliant;;Oceania +1805;6339;North Dandalup; ; ;Keysbrook project;district or area(?); ;Australia;Western Australia;-32.5833;115.9489; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, rutile, zircon, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1806;6340;North Dandalup South;North Dandalup S; ; ;district or area(?); ;Australia;Western Australia;-32.5679;115.9693; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1807;6341;North Entrance; ; ; ;district or area; ;Australia;New South Wales;-33.3206;151.5185; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;;ilmenite, rutile, zircon;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;Not known;;;;;;;;;;;;;;;;;;;;;Oceania +1808;6343;North Stradbroke; ; ; ;site;HM mine;Australia;Queensland;-27.4768;153.4435; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Deposit; ;;zircon, rutile, ilmenite;quartz;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;Not known;Uncertain if monazite produced.;;;;;;;;;;;;;;;;;;;;Oceania +1809;6344;North Stradbroke; ;includes Amity, Bayside, Gordon, others; ;district or area;island;Australia;Queensland;-27.5922;153.4518; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Deposit; ;monazite;zircon, rutile, ilmenite;quartz;Pliocene–Pleistocene;;;;beach and dune sand;;;;Unimin Australia Ltd.;"Beach and dune deposits with 0.5 to 1.0% heavy minerals; 0.2-0.3% monazite has been reported in the HM concentrate.";"Anstett (1986); Griffiths (1992); Hedrick (1998); Jaireth and others (2014); Overstreet (1967); Wallis and Oakes (1990)";1947;;;Past byproduct producer;Past production of byproduct monazite.;;;;2) 1195 measured+indicated+inferred;;;;;2) 10.36;"1) 1.5; 2) 0.9";;;;1) 0.0015 ;;;"1) Jackson and Christiansen (1993); 2) Jaireth and others (2014)";1) Not compliant;;Oceania +1810;6346;Nullagine; ; ; ;site; ;Australia;Western Australia;-21.8786;120.1041;About 90 km SE of Marble Bar.;paleoplacer; ; ;Au, Ti, Zr, REE; ; ; ; ;Showing; ;xenotime, monazite;gold, zircon, rutile, cassiterite, magnetite, ilmenite, chromite, tantalite, pyrite, barite;;;;Neoproterozoic(?);;fluvioglacial sediments, conglomerate;;;;;;"Hoatson and others (2011); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1811;6347;Nyngan; ; ; ;district or area(?); ;Australia;New South Wales;-31.6333;146.9833; ;supergene;ultramafic-mafic associated, residual lateritic; ;Sc, Ni, Co, PGE, Au, REE(?); ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1812;6348;Oak Dam; ; ; ;site; ;Australia;South Australia;-30.9825;137.2491; ;hydrothermal Fe-oxide deposit ± Cu, Au(?);ironstone, skarn; ;Cu, Fe, U, REE; ; ; ; ;Showing; ;monazite;chalcopyrite, hematite, magnetite, uraninite (pitchblende);anhydrite, apatite, quartz (chalcedony), pyrite, quartz;;;;;ironstone, skarn;;;;;;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1813;6349;Ocean Beach; ; ; ;site; ;Australia;Tasmania;-42.1376;145.2704;Estimated location near Strahan.;shoreline placer; ; ;REE; ; ; ; ;Deposit;small deposit;monazite;;;;;;;beach sand;;;;;5 areas of heavy minerals were identified.;"Bacon and others (2008); Bottrill (2001)";;Explored during 1970/71 by Electrolytic Zinc Company of Australasia Ltd.;;No production;;;;;1.47;;;;;;9.8;;;;;;1971;Bottrill (2001);Not compliant;Monazite grade not given.;Oceania +1814;6350;Ocean Hill; ; ;Eneabba;district or area(?); ;Australia;Western Australia;-29.8109;115.3231; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, zircon, rutile;;;;;;;;;;;Heavy mineral sands of Eneabba shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;open pit;Not known;HM mine is currently on care and maintenance.;;;;;;;;;;;;;;;;;;;;Oceania +1815;6560;Okarito Beach; ; ; ;district or area; ;New Zealand;West Coast;-43.1909;170.3734; ;shoreline placer; ; ;Ti, REE; ; ; ; ;Occurrence; ;monazite;magnetite, ilmenite, garnet, titanite, zircon, apatite;epidote, biotite, pumpellyite, chlorite, quartz, enstatite;;;;;;;;;;;"Bradley (1977); GNS Science (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1816;6351;Oldfield Inlet; ; ; ;district or area; ;Australia;Western Australia;-33.8787;120.7863;Deposits are adjacent to the mouth of the Oldfield River.;shoreline placer; ; ;Ti, Zr, GAR, REE, STA, KYN; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, garnet, staurolite, kyanite;;;;;;beach sand;;;;;;"Baxter (1977); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1817;6352;Olympic Dam;Roxby Downs; ; ;site;Cu mine;Australia;South Australia;-30.4403;136.8894; ;hydrothermal Fe-oxide deposit ± Cu, Au;IOCG; ;Cu, Au, Ag, U, Fe, REE; ; ; ; ;Deposit; ;monazite, bastnäsite, fluocerite, florencite;fluorite, barite, chalcocite, brannerite, chalcopyrite, uraninite, bornite, hematite;quartz;Mesoproterozoic;1575–1590 Ma;;;granite breccia;Olympic Dam Breccia Complex;;;Minotaur Exploration Ltd., Japan Oil, Gas and Metals National Corp. (JOGMEC);;"Castor (1994); Gieré (1996); Jackson and Christiansen (1993); Kennedy (1988); Watanabe (2010); Weng and others (2015)";;;;No production;"REO not recovered; potential byproduct.";;;;9576;53;0.55;;;;;;;;;;;Weng and others (2015);Not known;;Oceania +1818;6353;Peculiar Knob; ; ; ;site;Fe mine;Australia;South Australia;-29.589688;135.382674; ;other igneous deposit;hydrothermal replacement by hematite; ;Fe, REE; ; ; ; ;Occurrence; ;;hematite;quartz;;;;;iron formation, paragneiss, gneissic granite, adamellite, granodiorite;Mount Woods Complex;;;;;"Geoscience Australia (2014); South Australia Department of State Development Resources and Energy Group (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1819;6354;Peppercorn; ; ; ;site(?); ;Australia;South Australia;-29.1885;134.8985; ;other igneous deposit; ; ;Th, REE; ; ; ; ;Showing; ;monazite;;;;;;;;;;hydrothermal;;;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1820;6355;Phoenix; ; ; ;district or area(?); ;Australia;New South Wales;-34.4685;143.3073; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1821;6356;Picton; ; ;Capel;district or area; ;Australia;Western Australia;-33.3321;115.7119; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;Heavy mineral sands of Capel shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1822;6562;Pikikiruna Range; ; ; ;site(?); ;New Zealand;Tasman;-40.9734;172.8824; ;alluvial placer; ; ;Ti, U, Th, REE, Au; ; ; ; ;Showing; ;monazite;uranothorite;;;;;;;;;;;;"Christie and others (2014); GNS Science (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1823;6357;Pimpinio; ; ; ;district or area; ;Australia;Victoria;-36.5583;142.1112; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, (leucoxene), rutile, zircon;;;;;;sand;;;;;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1824;6358;Pinch Swamp Creek; ; ; ;site(?); ;Australia;Victoria;-37.0964;148.7589; ;paleoplacer; ; ;Ti, REE, GEM; ; ; ; ;Occurrence; ;monazite;ilmenite, corundum;;;;;;gravel;;;;;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1825;6359;Pinga Creek; ; ; ;district or area;Sn field;Australia;Western Australia;-21.75;119.0001; ;other igneous deposit, alluvial placer;Sn pegmatite, alluvial placer; ;Sn, Nb, REE; ; ; ; ;Occurrence; ;gadolinite, yttrotantalite-(Y), tanteuxenite-(Y)(?), allanite, fergusonite, monazite, samarskite;cassiterite, tantalite-columbite;;Mesoarchean;;;;gneissic granite, migmatite, monzogranite;;;;;Largely mined in past for tin in pegmatites and associated placers.;"Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014)";;;;Not known;It is not clear if REE were extracted with the tin.;;;;;;;;;;;;;;;;;;;;Oceania +1826;6360;Pinkenba; ; ; ;district or area(?); ;Australia;Queensland;-27.433;153.117;Estimated location in river or estuary.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;;quartz;Pliocene–Pleistocene;;;;;;;;Consolidated Rutile Ltd.;;Hedrick and Templeton (1991);;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1827;6362;Pirro; ; ; ;district or area;active HM mine;Australia;Victoria;-35.244;142.5197;In Murray Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;;;;;Iluka Resources;;Geoscience Australia (2014);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Oceania +1828;6363;Ponton Creek; ;Cundeelee, Ponton; ;intrusion or complex; ;Australia;Western Australia;-30.4449;123.4532; ;carbonatite; ;veins;REE, U; ; ; ; ;Occurrence; ;;apatite, magnetite;calcite;Paleoproterozoic;;Paleoproterozoic;2025 ± 10 Ma;carbonatite, alkaline ultramafic rock;;pyroxenite, peridotite, Permian tillite;;;"Drilling showed 28 m @ 16.5% REO and 16 m at 14.18% REO in carbonatite stock under 500 m of Permian tillite. There is no paleo-regolith at this site; REE are hosted in unweathered primary carbonatite body covered by 500 m of Permian tillite.";"Hoatson and others (2011); Jaireth and others (2014); Lewis (1990); Western Australia Department of Mineral and Petroleum Resources (2012)";1986;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1829;6364;Poona; ; ; ;district or area; ;Australia;South Australia;-34.04;137.6165; ;other igneous deposit;REE in porphyry; ;Cu, Au, REE; ; ; ; ;Occurrence; ;;chalcopyrite, bornite, chalcocite, covellite, gold, digenite;fluorite, hematite, pyrite, chlorite, epidote, feldspar, kaolinite, quartz, sericite, tourmaline;;;;;rhyolite porphyry;Moona porphyry;;;;Porphyry has been extensively recrystallized and has an interval of >1% La+Ce.;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1830;6367;Port Gregory;Lynton South, Lynton, Hose; ; ;site;HM mine;Australia;Western Australia;-28.1782;114.2814; ;shoreline placer; ; ;GAR, Ti, REE; ; ; ; ;Deposit; ;monazite;garnet, ilmenite;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014)";;;;Not known;Uncertain if monazite produced.;;;;;;;;;;;;;;;;;;;;Oceania +1831;6563;Port Pegasus; ; ; ;district or area; ;New Zealand;Southland;-47.139;167.733;Estimated location at south end of Stewart Island.;alluvial placer;eluvial and alluvial placers; ;Sn, Au, REE; ; ; ; ;Showing; ;monazite;cassiterite, gold;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1832;6368;Port Pirie; ; ; ;site;historic REE mine;Australia;South Australia;-33.1722;138.006;Geoscience Australia (2013) location slightly revised.;unclassified; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;;"Geoscience Australia (2012); Geoscience Australia (2013); Weng and others (2015)";;;;Past byproduct producer;;1969–1972;;;;;;;;;;;;;;;;;;;Oceania +1834;6370;Prowse;Capel-Prowse; ;Capel;site(?); ;Australia;Western Australia;-33.56216;115.533699; ;shoreline placer; ; ;REE; ; ; ; ;Deposit(?); ;monazite;;;;;;;;;;;;;ESCAP and ABMRGG (1988);;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;Oceania +1835;6371;Puwanapi; ; ;Capel;site(?); ;Australia;Northern Territory;-11.7203;130.0657; ;shoreline placer; ; ;REE, Zr, Ti; ; ; ; ;Occurrence; ;monazite;zircon, rutile, (leucoxene), ilmenite;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1836;6373;Quantum; ; ;Pine Creek project;site; ;Australia;Northern Territory;-13.753;131.268; ;uranium deposit;"unconformity-related U; hydrothermal"; ;U, REE; ; ; ; ;Occurrence; ;bastnäsite, allanite, synchysite;;chlorite;;;;;shale;;;hydrothermal;Spectrum Rare Earths Ltd.;"Hydrothermal fluorite veins and pegmatites exist in this area; bastnäsite is probably after allanite.";"Hoatson and others (2011); Northern Territory Government (2014);";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1837;6374;Radford Rose; ; ; ;site;outcrop;Australia;Western Australia;-23.9621;116.1564; ;other igneous deposit(?);carbonatite and alkaline igneous intrusions related?; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1838;6375;Radium Hill; ; ; ;site;U mine tailings;Australia;South Australia;-32.346;140.638; ;"tailings; other igneous deposit; uranium deposit";igneous-related, tailings; ;U, Ra, REE, Sc; ; ; ; ;Occurrence; ;davidite, xenotime;uraninite, carnotite, rutile, zircon, ilmenite, magnetite, pyrite, chalcopyrite;biotite, hematite, ilmenite, quartz, sericite, titanite;;;;;uranium tailings, paragneiss, schist, gneiss, quartzite;;;;;Tails from Radium Hill uranium mining operations which exploited veins in Precambrian gneiss and schist cut by intrusions.;"Dreissen (1990); Hoatson and others (2011); Jackson and Christiansen (1993); Möller (1989a); South Australia Department of State Development Resources and Energy Group (2014); Weng and others (2015)";1906;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1839;6376;Railway; ; ;Dubbo;site(?); ;Australia;New South Wales;-32.427;148.6027;4 km NW of Toongi orebody.;alkaline igneous; ; ;Zr, Nb, REE, Ta, Hf, U;Y present; ; ; ;Occurrence; ;calcian bastnäsite;natroniobite, zircon;;;;Jurassic;;alkaline trachyte;;;;;"Grades are reported to be half of those at Toongi; TREO grade is reported to average 0.343%.";Alkane Resources Ltd. (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1840;6377;Rainbow Beach; ; ; ;district or area(?);historic mine;Australia;Queensland;-25.9;148.6027;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;zircon, rutile, apatite, tourmaline, garnet;quartz, (hornblende), epidote, pyroxene, andalusite;Pliocene–Pleistocene;;;;;;;;Currumbin Minerals Pty. Ltd. (1989);;"Colwell (1982); Hedrick and Templeton (1991)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1841;6378;Red Dragon; ; ; ;site;drill hole;Australia;Western Australia;-29.5621;123.6224; ;carbonatite; ; ;REE; ; ; ; ;Showing; ;;;;;;;;carbonatite(?);;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1842;6379;Red Gully; ; ; ;site(?); ;Australia;Western Australia;-31.0413;115.7348; ;placer of unknown origin; ; ;Zr, Ti, REE, GAR; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile, garnet, (leucoxene);;;;;;sand, clayey sand;Yoganup Formation;;;Image Resources;Deposit consists of 2 strands.;"Geoscience Australia (2013); Image Resources (2015b)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1843;6564;Red Jacks Dredge; ; ; ;site;historic mine;New Zealand;West Coast;-42.4133;171.4508; ;alluvial placer; ; ;Sn, Au, REE; ; ; ; ;Deposit; ;monazite;native gold;;;;;;;;;;;;"GNS Science (2013); Overstreet (1967)";;;dredge;No production(?);;;;;;;;;;;;;;;;;;;;;Oceania +1844;6380;Regans Ford; ;Regans Ford Main, Regans Ford Strand 61; ;district or area(?); ;Australia;Western Australia;-30.9426;115.6701; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);quartz;;;;;beach sand;;;;;"Heavy mineral sands of Gingin shoreline; up to 15% heavy minerals. Deposit is up to 3.5 km long and 30-150 m wide.";"Baxter (1977); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1845;6381;Resources Group; ; ;Cooljarloo West;district or area; ;Australia;Western Australia;-30.6941;115.3783; ;shoreline placer; ; ;Ti, Zr, REE, GAR; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile, (leucoxene), garnet;;;;;;;;;;;Heavy mineral sands of Munbinea shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1846;6565;Rimu; ; ; ;district or area;historic Au mine;New Zealand;West Coast;-42.7559;170.9633; ;alluvial placer; ; ;Au, REE; ; ; ; ;Showing; ;monazite;gold;sillimanite;Pleistocene;;Pleistocene;;gravel;;;;;;"Christie and others (2010); Overstreet (1967)";;;dredge;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1847;6384;Rockslider; ; ;Browns Range;site;outcrop;Australia;Western Australia;-18.9711;128.9352; ;other igneous deposit(?); ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;Northern Minerals Ltd.;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1848;6385;Rocky Point; ; ; ;district or area; ;Australia;Queensland;-24.2768;151.95; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite;quartz;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011); Wallis and Oakes (1990)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1849;6386;Rodds Peninsula; ; ; ;district or area;historic HM mine;Australia;Queensland;-24.0268;151.7;Deposit is now in a National Park.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile;quartz;;;;;beach, beach ridge, and dune sand;;;;;Deposit lies within Eurimbula National Park.;"Denaro (2011); Geoscience Australia (2013); Hoatson and others (2011); von Gnielinski (2015)";1963;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1850;6387;Roelands North; ; ; ;district or area; ;Australia;Western Australia;-33.2938;115.8318; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene) zircon, rutile;;;;;;;;;;;Heavy mineral sands of the Yogunup shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1851;6388;Roelands South; ; ; ;district or area; ;Australia;Western Australia;-33.3035;115.8295; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene) zircon, rutile;;;;;;;;;;;Heavy mineral sands of the Yogunup shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1852;6389;Rogue; ; ;Browns Range;site;outcrop;Australia;Western Australia;-19.0096;128.9622; ;other igneous deposit(?); ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;Northern Minerals Ltd.;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1853;6390;Round Hill Head-Deepwater; ; ; ;district or area; ;Australia;Queensland;-24.1837;151.8915; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite;quartz;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1854;6391;Rover Range; ; ;Glenarty Creek project;district or area(?); ;Australia;Western Australia;-34.1993;115.1862; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene), rutile, zircon;;;;;;beach sand;;;;;;"Australia Minerals & Mining Group Ltd. (2013); Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1855;6392;Rownack; ; ; ;district or area;active HM mine;Australia;Victoria;-35.1686;142.4699; ;shoreline placer; ; ;Ti, Zr, REE(?); ; ; ; ;Showing; ;monazite;ilmenite, rutile, zircon;topaz, tourmaline;;;;;sand;;;;Iluka Resources;;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1856;6566;Ruatapu; ; ; ;site; ;New Zealand;West Coast;-42.8244;170.8705; ;shoreline placer(?); ; ;REE, Zr, Ti; ; ; ; ;Deposit(?); ;monazite;zircon, magnetite, ilmenite, gold, garnet, titanite, rutile, (leucoxene);epidote, chlorite, biotite, quartz, pumpellyite, muscovite, tourmaline, (hornblende);;;;;;;;;;;"Bradley (1977); GNS Science (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1857;6393;Rutland Plains; ; ; ;site(?); ;Australia;Queensland;-15.6627;141.9062; ;unclassified; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, rutile, zircon;;;;;;;;;;;;Queensland Department of Natural Resources and Mines (2014a);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1858;6394;Sabretooth; ; ;Browns Range;site; ;Australia;Western Australia;-18.9206;128.9513; ;other igneous deposit;breccia; ;REE; ; ; ; ;Showing; ;xenotime;;;;;;;;;;;Northern Minerals Ltd.;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1859;6567;Saltwater Lagoon; ; ; ;district or area; ;New Zealand;West Coast;-43.087;170.3636; ;shoreline placer; ; ;Ti, REE, Zr, Au; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, native gold;;;;;;;;;;;;"Brathwaite and Christie (2006); ESCAP and ABMRGG (1988); GNS Science (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1860;6395;Sandalwood;Sandalwood Central;Sandalwood North, Sandalwood South;Bunbury area;district or area;historic HM mine;Australia;Western Australia;-33.196411;115.860001; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, (leucoxene);;Pleistocene–Recent;;;;;;;;Cable Sands Pty. Ltd.;;"Hedrick (1999); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;Past byproduct producer;Mine is closed.;;;"HM production started in 1998; mine is now closed.";;;;;;;;;;;;;;;;;Oceania +1861;6396;Sandy and Reid Creeks; ; ; ;district or area(?); ;Australia;Queensland;-16.2248;143.9232; ;alluvial placer(?); ; ;REE, Ti, Zr; ; ; ; ;Showing; ;monazite;ilmenite, rutile, zircon;;;;;;;;;;;;Queensland Department of Natural Resources and Mines (2014a);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1862;6398;Scott Coastal Plain/Astro; ; ; ;site;HM mine;Australia;Western Australia;-34.358027;115.629683; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime;ilmenite, zircon, (leucoxene), rutile, garnet, kyanite;quartz;Pleistocene–Recent;;Pleistocene–Recent;;beach sediment;;;;Cable Sands Pty. Ltd. (1988);Heavy mineral sands of Donnelly shoreline. Cable Sands Ltd.'s largest operation.;"Hedrick (1995); Hedrick (1998); Harben and Kužvart (1996); Griffiths (1992); Jackson and Christiansen (1993); Roskill Information Services (1988); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;1.72 probable;;;;;0.7;;2005;Western Australia Department of Mineral and Petroleum Resources (2012);JORC compliant;;Oceania +1863;6399;Scott River; ; ; ;district or area; ;Australia;Western Australia;-34.2601;115.3332; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile, (leucoxene);;;;;;beach sand;;;;;Deposit consists of two orebodies composed of heavy mineral sands of the Warren shoreline.;"Geoscience Australia (2013); Hoatson and others (2011); Western Australia Department of Mineral and Petroleum Resources (2012)";1988;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1864;6400;Shamrock; ; ; ;district or area(?); ;Australia;New South Wales;-33.51;142.52; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;Deposit includes alluvial and residual material.;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1865;6401;Shaw River; ; ; ;district or area;Sn field;Australia;Western Australia;-21.499;119.421;Estimated location.;placer of unknown origin; ; ;Sn, Ta, Nb, REE; ; ; ; ;Occurrence; ;yttrotantalite-(Y), tanteuxenite-(Y), monazite, xenotime, gadolinite, euxenite, fergusonite, cheralite, samarskite;cassiterite, columbite-tantalite, zircon, thorite;microlite;;;;;;;;;;;Hoatson and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1866;6569;Shearer Swamp; ; ; ;site(?); ;New Zealand;West Coast;-42.9219;170.7434; ;placer of unknown origin; ; ;REE, Zr, Ti; ; ; ; ;Occurrence; ;monazite;zircon;;;;;;;;;;;;GNS Science (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1867;6402;Sherrin Creek; ; ; ;district or area; ;Australia;Queensland;-20.3809;138.901;In Georgina Basin.;phosphorite; ; ;P, REE; ; ; ; ;Showing; ;;;;Middle Cambrian;;Middle Cambrian;;phosphatic siltstone;Battle Creek Formation;;;;;"Jaireth and others (2014); von Gnielinski (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1868;6403;Shoalwater Bay Training Area; ; ; ;district or area; ;Australia;Queensland;-22.6701;150.8024; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite;quartz;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1869;6404;Sirius;Sirius-Asburton; ;Ashburton (Atlantis - Ashburton) project;site; ;Australia;Western Australia;-23.655526;118.242883; ;other igneous deposit;vein, hydrothermal; ;U, REE; ; ; ; ;Occurrence; ;;metazeunerite;iron oxide, zoisite, quartz;;;;;;;;;;;"U3O8 Ltd. (2009); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1870;6570;Slab Hut; ; ; ;district or area; ;New Zealand;West Coast;-42.156;171.762; ;alluvial placer; ; ;Au, REE; ; ; ; ;Showing; ;monazite;gold;;;;;;;;;;;;"Christie and others (2010); Overstreet (1967)";;;dredge;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1871;6406;Smiths Beach;Yallingup; ; ;site; ;Australia;Western Australia;-33.6657;115.0212; ;shoreline placer(?); ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon, (leucoxene);;;;;;;;;;;;"Geoscience Australia (2013); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1872;6407;Snapper; ; ; ;district or area(?);HM mine;Australia;New South Wales;-33.397;142.12; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;Deposits concealed and includes alluvial and residual material.;"Geoscience Australia (2013); Hoatson and others (2011)";1999;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1873;6408;Somme; ; ; ;district or area(?); ;Australia;New South Wales;-33.35;142.32; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite, (leucoxene);quartz;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1874;6410;Sophie Downs REE 2; ; ; ;site(?); ;Australia;Western Australia;-18.1806;127.8628; ;unclassified; ; ;Nb, Zr, F, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1875;6411;Spider Hill; ; ;Hastings Yangibana project;site;outcrop;Australia;Western Australia;-23.9246;116.2673; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Showing; ;;;;;;;;carbonatite;Gifford Creek carbonatite complex;;;;Mineralization is in ironstone dikes with anomalous REE.;"Rare Earth Minerals PLC (2015a); Western Australia Department of Mineral and Petroleum Resources (2012); Western Australia Geological Survey (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1876;6571;St. Bathans;Manuherikia; ; ;site;historic mine;New Zealand;Otago;-44.8683;169.8108; ;paleoplacer(?); ; ;Au, REE; ; ; ; ;Showing; ;monazite;native gold;;;;;;;;;;;;"GNS Science (2013); Morgan (1926)";;;;Not known;;;;;;;;;;;;;;;;;;;;;Oceania +1877;6414;Stockton;Fullerton, Stockton Bight; ; ;district or area; ;Australia;New South Wales;-32.8668;151.82;In Murray Basin.;shoreline placer; ; ;Zr, Ti, REE, Th; ; ; ; ;Deposit(?); ;monazite;zircon, rutile, ilmenite;quartz;Holocene;;Holocene;;dune and beach sand;;;;Mineral Deposits Ltd.;;"Geoscience Australia (2013); Griffiths (1992); Hedrick and Templeton (1991); Lishmund and others (1999); Towner (1992); Wallis and Oakes (1990)";1962;;dredge;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;Oceania +1878;6416;Stratham North; ; ; ;district or area;historic HM mine;Australia;Western Australia;-33.452;115.6193; ;shoreline placer(?); ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile, (leucoxene);quartz;;;;;;;;;;Heavy mineral sands of Capel shoreline.;"Baxter (1977); Geoscience Australia (2013)";;;;Not known;;;;;;;;;;;;;;;;;;;;;Oceania +1879;6417;Stratham South;; ;Capel;district or area;historic HM mine;Australia;Western Australia;-33.4931;115.5942; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, (leucoxene), garnet;;;;;;Eolian sand;;;;;"Heavy mineral sands of Capel shoreline; 2 parallel deposits of mineral sands.";"ESCAP and ABMRGG (1988); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1880;6418;Stratham West; ; ; ;district or area;historic HM mine;Australia;Western Australia;-33.5005;115.5759; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?);small deposit;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;Heavy mineral sands of Capel shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;Oceania +1881;6419;Stromberg; ; ; ;site(?); ;Australia;Northern Territory;-14.33;131.4;Estimated location.;other igneous deposit(?); ; ;REE; ; ; ; ;Occurrence; ;xenotime;;clay(?);;;;;sandstone;;;;Spectrum Rare Earths Ltd.;;"Bromby (2012); TUC Resources Limited (2012); Northern Territory Government (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1882;6420;Sunshine Coast; ; ; ;district or area(?); ;Australia;Queensland;-26.4165;153.1013;In National Park or other land excluded from mineral exploitation.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite;;;;;;beach, beach ridge, and dune sand;;;;;;"Denaro (2011); Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1883;6421;Swan Lake; ; ; ;site(?); ;Australia;Western Australia;-34.305;115.1785; ;shoreline placer(?); ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile, (leucoxene);;;;;;;;;;;;"Geoscience Australia (2013); Hoatson and others (2011); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1884;6422;Tanawa West;Killi Killi Hills;Killi Killli Hills No. 1, Killi Killi Hills No. 2, Killi Killi West, Tanami East; ;district or area; ;Australia;Western Australia;-19.75;128.9667; ;other igneous deposit;hydrothermal mineralization along unconformity; ;Au, REE, Sr, Ba, U;Dy, Yb, Er; ; ; ;Occurrence; ;xenotime, florencite, goyazite;gold;;;;;;"conglomerate, sandstone, ""basement rocks""";;;;Orion Metals Ltd.;Mineralization is along unconformity. Sediments are flat-lying.;"Geoscience Australia (2013); Hoatson and others (2011); Orion Metals Ltd. (2011); Orion Metals Ltd. (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1885;6423;Tarawi North; ; ; ;district or area; ;Australia;New South Wales;-33.4287;141.168; ;shoreline placer; ; ;Zr, Ti, REE, Th; ; ; ; ;Occurrence; ;;zircon, ilmenite, rutile, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1886;6424;Tarawi South; ; ; ;district or area; ;Australia;New South Wales;-33.4737;141.1843; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;;zircon, rutile, ilmenite;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1887;6425;Tea Tree Glen;Teatree, Ti Tree; ; ;site(?); ;Australia;South Australia;-34.2125;137.5459; ;unclassified; ; ;Cu, REE; ; ; ; ;Showing; ;allanite;chalcopyrite, galena, molybdenite, sphalerite;fluorite, tourmaline, chlorite, clay, quartz, pyrite, pyrrhotite, arsenopyrite;;;;;schist;;;hydrothermal;;;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1888;6426;Telesto; ; ; ;district or area; ;Australia;Western Australia;-30.534;115.2952; ;shoreline placer; ; ;Ti, Zr, GAR, STA, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene), rutile, zircon, garnet, staurolite;;;;;;;;;;;;"Weng and others (2015); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1889;6427;Telfer East; ; ; ;site(?); ;Australia;Western Australia;-33.6557;115.0432; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, (leucoxene), zircon;;;;;;;;;;;;Geoscience Australia (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1890;6428;The Loop; ; ; ;district or area; ;Australia;Western Australia;-32.6567;115.9416; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, (leucoxene), ilmenite, rutile;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1891;6429;Titan; ; ; ;district or area; ;Australia;Victoria;-34.9689;142.4131; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1892;6430;Titan; ; ; ;district or area;HM deposit;Australia;Western Australia;-30.5414;115.3076; ;shoreline placer; ; ;Ti, Zr, GAR, STA, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene), rutile, zircon, garnet, staurolite;;;;;;;;;;Image Resources;Heavy mineral sands of Munbinea shoreline.;"Western Australia Department of Mineral and Petroleum Resources (2012); Image Resources (2015a)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1893;6431;Tiwi; ;includes Lethbridge West, Lethbridge South, Andranangoo; ;district or area;HM mine(s);Australia;Northern Territory;-11.3655;131.0183; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, (leucoxene), ilmenite;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1894;6432;Todman; ; ; ;district or area; ;Australia;Western Australia;-31.3431;115.8876; ;placer of unknown origin(?);; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1895;6433;Tomago;Newcastle, Clybucca; ; ;district or area(?); ;Australia;New South Wales;-32.7468;152.1; ;shoreline placer; ; ;Ti, Zr, REE, GAR; ; ; ; ;Deposit;small deposit;monazite;rutile, zircon, ilmenite, garnet;quartz;Pleistocene;;Pleistocene;;dune and beach sand;Tomago Sands;;;RZ Mines Pty. Ltd.;"Wind blown sand dunes and plains separated from the coast by a younger dune system; 1.0–1.5% heavy minerals on average with cutoff of 0.5%.";"ESCAP and ABMRGG (1988); Geoscience Australia (2013); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Lishmund and others (1999); Towner (1992); Wallis and Oakes (1990)";1965;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1896;6434;Tongue; ; ;Hastings Yangibana project;district or area; ;Australia;Western Australia;-23.9039;116.152; ;carbonatite with residual enrichment;carbonatite and alkaline igneous intrusions; ;REE; ; ; ; ;Showing; ;xenotime;;;;;;;carbonatite(?);Gifford Creek carbonatite complex;;;;Mineralization is in ironstone dikes with anomalous REE.;"Rare Earth Minerals PLC (2015a); Western Australia Department of Mineral and Petroleum Resources (2012); Western Australia Geological Survey (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1897;6435;Toolebuc; ; ; ;site(?); ;Australia;Queensland;-20.8967;140.8719; ;other igneous deposit;igneous-related deposit; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;Paradigm Metals Ltd., Exco Resources;;Queensland Department of Natural Resources and Mines (2014b);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1898;6436;Toongi; ; ;Dubbo;site(?); ;Australia;New South Wales;-32.463;148.6261; ;alkaline igneous; ; ;Zr, Nb, REE, Ta, Hf, U;Y present; ; ; ;Deposit; ;calcian bastnäsite;natroniobite, zircon;;Jurassic;;Jurassic;;alkaline trachyte;;;;;Main Dubbo orebody.;Alkane Resources Ltd. (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1899;6437;Torwood Sand Ridge;Bolwarra Sand Ridge; ; ;district or area; ;Australia;Queensland;-17.4156;143.9979; ;paleoplacer(?); ; ;Sn, REE, Au, Ti, Zr; ; ; ; ;Showing; ;monazite;cassiterite, ilmenite, zircon, rutile, gold;;Cretaceous(?);;Cretaceous(?);;alluvial and colluvial sediment;;;;;Deposit is believed to be paleochannel infill of Cretaceous age.;von Gnielinski (2015);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1900;6438;Trelawney; ; ; ;district or area; ;Australia;New South Wales;-33.65;142.71; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;;zircon, rutile, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Hoatson and others (2011); Geoscience Australia (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1901;6440;Triangle; ; ; ;district or area; ;Australia;New South Wales;-33.46;142.92; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;;zircon, rutile, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1902;6441;Trigg Hill Rare Earths 2; ; ; ;site; ;Australia;Western Australia;-21.6012;119.2878; ;other igneous deposit;pegmatite; ;REE;Y; ; ; ;Occurrence; ;;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1903;6442;Trigg Hill Rare Earths 1; ; ; ;site; ;Australia;Western Australia;-21.5996;119.2878; ;other igneous deposit;pegmatite; ;REE;Y; ; ; ;Occurrence; ;;;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1904;6443;Tripitaka; ; ; ;site(?); ;Australia;South Australia;-31.55;132.8; ;shoreline placer(?); ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite, pseudorutile, (leucoxene), chromite;quartz;Middle Eocene;;Middle Eocene;;beach and dune sand;;;;Iluka Resources Ltd.;Overburden averages 9 m thick.;"Geoscience Australia (2012); Geoscience Australia (2013); Hou and others (2011); Iluka (2013b)";2005;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1905;6444;Tutunup;Capel/Iluka, Tutunup Iluka; ;Capel;district or area; ;Australia;Western Australia;-33.6811;115.5647; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon, (leucoxene);quartz;;;;;beach sand;;;;;Heavy mineral sands of Yoganup shoreline.;"Geoscience Australia (2013); Hoatson and others (2011); Roskill Information Services (1988); Western Australia Department of Mineral and Petroleum Resources (2012)";;;proposed open pit;No production;Proposed production.;;;;;;;;;;;;;;;;;;;;Oceania +1906;6445;Tutunup South;Tutunup, Bemax; ;Capel;district or area;active HM mine;Australia;Western Australia;-33.7117;115.5235; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, (leucoxene), rutile;;;;;;;;;;;Heavy mineral sands of Yoganup shoreline.;"Geoscience Australia (2012); Geoscience Australia (2013); Western Australia Department of Mineral and Petroleum Resources (2012)";;;proposed open pit;No production;Proposed production.;;;;;;;;;;;;;;;;;;;;Oceania +1907;6446;Tutunup West;Simto; ;Bunbury area;district or area; ;Australia;Western Australia;-33.6667;115.5; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile, (leucoxene);;;;;;;;;;;Heavy mineral sands of Yoganup shoreline.;"Geoscience Australia (2013); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1908;6447;Twin Hills; ; ;Eneabba;site(?);historic HM mine;Australia;Western Australia;-29.7493;115.323; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;HM mine is currently on care and maintenance.;;;;;;;;;;;;;;;;;;;;Oceania +1909;6448;Typhoon; ; ; ;district or area; ;Australia;South Australia;-30.946;132.262;In Eucla Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene), zircon, rutile;clay;;;;;;;;;Iluka Resources Ltd.;Overburden 5–27 m thick.;"Geoscience Australia (2012); Hou and others (2011); Iluka (2013b)";2007;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1910;6449;Tyrrell Ridge; ; ; ;district or area; ;Australia;Victoria;-35.7356;142.7533; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;;rutile, ilmenite, zircon;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1911;6450;Unnamed occurrence 05435; ; ; ;site; ;Australia;Northern Territory;-14.108715;130.547918;In Wingate Mountains(?).;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Northern Territory Geological Survey (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1912;6451;Unnamed workings; ; ; ;site; ;Australia;Tasmania;-41.130221;147.623094; ;alluvial placer; ; ;Sn, REE; ; ; ; ;Deposit(?); ;monazite;cassiterite(?);;Paleogene–Neogene;;Cenozoic;;undifferentiated sediments;;;;;;Tasmania Mineral Resources (2012);;;;Past producer(?);Small past producer(?).;;;;;;;;;;;;;;;;;;;;Oceania +1913;6452;Urquhart; ; ; ;district or area; ;Australia;Queensland;-12.6767;141.8263; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, (leucoxene), zircon;quartz;;;;;beach and paleodune sand;;;;Matilda Minerals (2008);;"Denaro (2011); Geoscience Australia (2013); Hoatson and others (2011); von Gnielinski (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1914;6453;Vance;Myora; ; ;district or area;active silica sand mine;Australia;Queensland;-27.4912;153.4547;On North Stradbroke Island.;shoreline placer;high dune heavy-mineral sand deposit; ;SIL, Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, silica sand (quartz), rutile, zircon;quartz;Pleistocene;;Pleistocene;;dune sand, beach sand(?);;;;;;"von Gnielinski (2015); Jaireth and others (2014); Wallis and Oakes (1990)";;;;No production;Site has produced silica sand and ilmenite.;;;;;;;;;;;;;;;;;;;;Oceania +1915;6454;Victory; ; ; ;site(?); ;Australia;South Australia;-28.5309;135.9816; ;other igneous deposit;quartz veins; ;U, Cu, REE; ; ; ; ;Showing; ;;malachite;quartz;;;;;;;;;;;South Australia Department of State Development Resources and Energy Group (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1916;6455;Victory Downs; ; ; ;site; ;Australia;South Australia;-26.0196;133.0088; ;alluvial placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite;magnetite;Holocene;;Holocene;;alluvial-fluvial sand;;;;;Assays report 100 ppm Y, 800 ppm Ce, and 600 ppm La.;"South Australia Department of State Development Resources and Energy Group (2013); South Australia Department of State Development Resources and Energy Group (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1917;6456;Viney Creek; ; ; ;district or area; ;Australia;New South Wales;-32.6017;152.181;In Murray Basin, 10 km northeast of Tea Gardens.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?); ;monazite;zircon, rutile, ilmenite;quartz;Quaternary;;;;beach sand;;;;Mineral Deposits Ltd.;"Marine placer; feeds Hawks Nest plant.";"ESCAP and ABMRGG (1988); Griffiths (1992); Hedrick (1998); Jackson and Christiansen (1993); Lishmund and others (1999); Wallis and Oakes (1990)";;;dredge;Past producer(?);;;;;;;;;;;;;;;;;;;;;Oceania +1918;6457;Vulcan; ; ; ;site; ;Australia;South Australia;-30.1749;137.0133;About 40 km north of Olympic Dam.;hydrothermal Fe-oxide deposit ± Cu, Au;IOCGU; ;Fe, Cu, Au, U, REE; ; ; ; ;Occurrence; ;;chalcopyrite, native gold, molybdenite;hematite, pyrite, sericite, tourmaline;;;Paleoproterozoic;;;;;;;One 5-m zone averages 0.29% Ce and 0.18% La.;"South Australia Department of State Development Resources and Energy Group (2013); South Australia Department of State Development Resources and Energy Group (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1919;6458;Wabli Creek 1; ; ; ;site; ;Australia;Western Australia;-24.8836;116.2727; ;other igneous deposit;pegmatite; ;Ta, Nb, REE, U; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"Western Australia Department of Mineral and Petroleum Resources (2012); Western Australia Geological Survey (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1920;6459;Wabli Creek 9; ; ; ;site; ;Australia;Western Australia;-24.8791;116.2703; ;other igneous deposit;pegmatite; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;"Western Australia Department of Mineral and Petroleum Resources (2012); Western Australia Geological Survey (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1921;6460;Wagerup;Yalup South; ;Waroona-Harvey;district or area; ;Australia;Western Australia;-32.8985;115.9237; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;Heavy mineral sands in Waroona shoreline.;"Baxter (1977); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production(?);Mine is closed.;;;;;;;;;;;;;;;;;;;;Oceania +1922;6461;Wagerup Refinery HMS; ; ; ;district or area; ;Australia;Western Australia;-32.9189;115.9171; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;Heavy mineral sands in Waroona shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;Not known;Mine is closed.;;;;;;;;;;;;;;;;;;;;Oceania +1923;6462;Wakool; ; ; ;district or area; ;Australia;New South Wales;-33.93;143.2; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1924;6463;Warner Glen; ; ; ;district or area; ;Australia;Western Australia;-34.1807;115.2132; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1925;6464;Waroona;Waroona Main, Hamel; ;Waroona Production Group ;district or area; ;Australia;Western Australia;-32.8257;115.9285; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime;ilmenite, zircon, (leucoxene);quartz, staurolite, kyanite;Pleistocene–Recent;;;;dune and beach sand;;;;Westralian Sands Ltd.;Dry mining operation. Deposit contains as much as 20% clay. Heavy minerals are 0.35% monazite. Heavy mineral sands in Waroona shoreline.;"ESCAP and ABMRGG (1988); Griffiths (1992); Hedrick (1998); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Loughbrough (1992); O'Driscoll (1988); Roskill Information Services (1988); Towner (1992); Western Australia Department of Mineral and Petroleum Resources (2012)";;;open pit;Past byproduct producer;Mine is closed.;;;;"1) 0.655 proven; 2) 5";;;;;;2) 14.2;;;;0.35;;;"1) O'Driscoll (1988); 2) Roskill Information Services (1988)";Not compliant;;Oceania +1926;6465;Waroona North;North Waroona, North Watoona, Waroona-Harvey; ; ;district or area;historic HM mine;Australia;Western Australia;-32.818409;115.937798; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, (leucoxene);quartz;Pleistocene–Recent;;;;;;;;Cable Sands Pty. Ltd. (1988);;"Harben and Bates (1990); Roskill Information Services (1988); Western Australia Department of Mineral and Petroleum Resources (2012)";;;open pit;Past byproduct producer;Mine is closed.;;;;;;;;;;;;;;;;;;;;Oceania +1927;6466;Waroona South; ; ; ;district or area;historic HM mine;Australia;Western Australia;-32.8277;115.9371; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?); ;monazite;ilmenite, zircon, (leucoxene);quartz;Pleistocene–Recent(?);;;;;;;;;South operations replaced north operations in 1988.;Western Australia Department of Mineral and Petroleum Resources (2012);;;open pit;Past byproduct producer(?);Mine is closed.;;;;;;;;;;;;;;;;;;;;Oceania +1928;6467;Waroona Strandline; ; ; ;district or area; ;Australia;Western Australia;-32.8671;115.9273;Deposit extends from Coolup to Harvey.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, ilmenite, zircon;quartz;Pleistocene–Recent(?);;;;;;;;;Heavy mineral sands in Waroona shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1929;6468;Waroona Strandline North; ; ; ;district or area; ;Australia;Western Australia;-32.4328;115.99;Deposit extends from Armadale to North Dandalup.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;quartz;Pleistocene–Recent(?);;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1930;6469;Warriedar Pit 1;Warriedar - Heavy Metal Pit 1; ; ;site; ;Australia;Western Australia;-29.0629;117.0954; ;other igneous deposit;pegmatite; ;Au, REE; ; ; ; ;Occurrence; ;;gold;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1931;6470;Warriedar Pit 2;Warriedar - Heavy Metal Pit 2; ; ;site; ;Australia;Western Australia;-29.0604;117.0963; ;other igneous deposit;pegmatite; ;Au, REE; ; ; ; ;Occurrence; ;;gold;;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1933;6472;"Watchem ""B"" Strand"; ; ;St. Arnaud project;district or area; ;Australia;Victoria;-36.0711;142.8956; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, ilmenite, zircon, leucoxene;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1934;6474;Wedderbum; ; ; ;district or area; ;Australia;Victoria;-36.6167;143.7; ;shoreline placer;offshore placer; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite, (leucoxene);;;;;;;;;;;;"Hoatson and others (2011); Geoscience Australia (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1935;6475;Weipa; ;Weipa, Ely, Andoom; ;district or area; ;Australia;Queensland;-12.6666;141.8732; ;bauxite;lateritic bauxite, residual kaolinite; ;Al, KAO, REE; ; ; ; ;Showing; ;monazite;gibbsite, boehmite, kaolinite, monazite, zircon, (leucoxene), rutile, ilmenite, titanite, siderite, magnetite, apatite;quartz, tourmaline, goethite, andalusite, staurolite, spinel, halloysite;Cenozoic;;;;;;;;;;"Geoscience Australia (2014); von Gnielinski (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1936;6476;Wemen; ; ; ;site;historic HM mine;Australia;Victoria;-34.8137;142.7;In Murray Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?); ;monazite;rutile, zircon, ilmenite, (leucoxene);apatite, garnet, iron oxide, quartz, tourmaline;Llower Pliocene;;Lower Pliocene;;beach sand;;;;RZ Mines Pty. Ltd.;Deposit is a concealed coarse-grained beach placer composed of two orebodies and includes alluvial and residual materials.;"Hedrick (1999); Hoatson and others (2011); Lishmund and others (1999); Mineral Deposits Ltd. (2000)";;;;Past byproduct producer(?);;;;;20;;;;;;3.7;;;;;;;Mineral Deposits Ltd. (2000);Not compliant;;Oceania +1937;6478;West Mine North; ; ; ;site; ;Australia;Western Australia;-29.8396;115.2104; ;placer of unknown origin; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, rutile, ilmenite, (leucoxene);;;;;;;;;;;;Geoscience Australia (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1938;6479;Western Sands; ; ; ;district or area; ;Australia;New South Wales;-33.49;142.85; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;;zircon, rutile, ilmenite, (leucoxene);;;;;;;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1939;6480;Westover; ; ; ;site(?);historic HM mine;Australia;Western Australia;-33.1658;115.8695; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;open pit;Not known;HM Mine is closed.;;;;;;;;;;;;;;;;;;;;Oceania +1940;6574;Westport; ;includes Nine Mile Beach, Carters Beach; ;district or area; ;New Zealand;West Coast;-41.7986;171.4586; ;shoreline placer; ; ;Ti, Zr, REE, Au; ; ; ; ;Occurrence; ;monazite;ilmenite, garnet, zircon, magnetite, U-thorite, native gold, rutile, cassiterite;quartz, feldspar;;;Quaternary;;beach and dune sand;Nine Mile Formation;;;Austpac Titanium Ltd.;;"Brathwaite and Christie (2006); Christie and others (2000); ESCAP (1988); ESCAP and ABMRGG (1988); Jackson and Christiansen (1993); McPherson (1978); Towner (1992)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1941;6482;Whicher Scarp; ; ; ;district or area; ;Australia;Western Australia;-33.7453;115.4983; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1942;6483;Wild Cattle Island-Hummock Hill; ; ; ;district or area; ;Australia;Queensland;-23.9769;151.4; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite;quartz;;;;;;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1943;6486;Willy Willy; ; ; ;district or area; ;Australia;South Australia;-29.385;130.041;In Eucla Basin.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Showing; ;monazite(?);zircon, ilmenite, (leucoxene), rutile;;;;;;;;;;;;Hou and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1944;6487;WIM 100; ; ; ;district or area; ;Australia;Victoria;-36.9622;141.6014;In Murray Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;xenotime, monazite;ilmenite, rutile, zircon, leucoxene;;;;Miocene–Holocene;;sand;;;;;;"Hoatson and others (2011); Jaireth and others (2014); Victoria Department of State Development, Business and Innovation (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1945;6488;WIM 150;Drung South, CRA, Horsham; ; ;district or area; ;Australia;Victoria;-36.8047;142.3414;In Murray Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, rutile, leucoxene;quartz, andalusite, goethite, sillimanite, spinel, staurolite, topaz, tourmaline;;;Miocene–Holocene;;dune and beach sand;Parilla Sand;;;CRA Exploration Pty. Ltd. (1988);"Deposit is concealed; believed fine-grained material was deposited on lower shore face or inner shelf under low energy conditions; fine-grained nature of the sands (~ 50 microns) has prevented development; deposit contains 100,000 t Y2O3.";"Castor (1994); Garnar and Stanaway (1994); Griffiths (1992); Hoatson and others (2011); Jackson and Christiansen (1993); Jaireth and others (2014); McIntyre (1990); Robjohns (1990); Roskill Information Services (1988); Towner (1992); Victoria Department of State Development, Business and Innovation (2014)";1984;;;No production;;;;;1650 measured+indicated+inferred;;;;;;3.7;;;;0.078;;2013;Jaireth and others (2014);JORC compliant;;Oceania +1946;6489;WIM 200;Jackson; ; ;district or area; ;Australia;Victoria;-36.6789;142.6347;In Murray Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, rutile, zircon, leucoxene;;;;Miocene–Holocene;;dune and beach sand;;;;Astron Ltd. (2010);;"Hoatson and others (2011); Jaireth and others (2014); Victoria Department of State Development, Business and Innovation (2014)";;;;No production;;;;;"4500 indicated+inferred; 370 indicated";;;;;;4 indicated+inferred: 6.1 indicated;;;;;;;Jaireth and others (2014);JORC compliant;Resources are combined for WIM 200 and WIM 250.;Oceania +1947;6490;WIM 250;Donald; ; ;district or area; ;Australia;Victoria;-36.5122;142.768;In Murray Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, rutile, zircon, leucoxene;;;;Miocene–Holocene;;dune and beach sand;;;;Astron Ltd. (2010);;"Hoatson and others (2011); Jaireth and others (2014); Victoria Department of State Development, Business and Innovation (2014)";;;;No production;;;;;"4500 indicated+inferred; 370 indicated";;;;;;4 indicated+inferred: 6.1 indicated;;;;;;;Jaireth and others (2014);JORC compliant;Resources are combined for WIM 200 and WIM 250.;Oceania +1948;6491;WIM 50; ; ; ;district or area; ;Australia;Victoria;-37.0695;141.8847;In Murray Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;xenotime, monazite;ilmenite, rutile, zircon, leucoxene;;;;Miocene–Holocene;;sand;;;;;;"Hoatson and others (2011); Jaireth and others (2014); Victoria Department of State Development, Business and Innovation (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1949;6492;Winchester; ; ; ;district or area; ;Australia;New South Wales;-33.34;142.31; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, ilmenite, zircon, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1950;6493;Winjabbie Dam; ; ; ;site; ;Australia;South Australia;-31.0658;136.9657; ;other igneous deposit;mineralization in metavolcanics; ;REE, Cu; ; ; ; ;Occurrence; ;monazite, xenotime;bornite, chalcopyrite, pyrite;fluorite, hematite, magnetite;;;Paleoproterozoic–Mesoproterozoic;;metavolcanics, skarn;;;;;Low-grade copper sulfide and REE mineralization at depth of 864 m.;"South Australia Department of State Development Resources and Energy Group (2013); South Australia Department of State Development Resources and Energy Group (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1951;6494;Witchcliffe; ; ; ;district or area; ;Australia;Western Australia;-34.0271;115.129; ;paleoplacer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, garnet, (leucoxene), rutile;;;;Mesozoic;;sandstone, claystone, conglomerate, laterized sediments;Leederville Sandstone;;;;"Mineralized sediment is up to 18 m thick; lagoonal, swamp, and fluviatile sediments are more common that beach and dune sand.";"Baxter (1977); Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1952;6495;Wodgina; ; ; ;site; ;Australia;Western Australia;-21.1746;118.6764; ;other igneous deposit;pegmatite dike; ;Ta, U, REE; ; ; ; ;Showing; ;;tantalite, beryl, cassiterite, columbite, lepidocrocite, thorogummite, manganotantalite;feldspar, quartz;Mesoarchean;;Mesoarchean;2803 ± 115 Ma;mafic-ultramafic metavolcanic rock;;;;;;"Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014)";1987;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1953;6496;Wolverine; ; ;Browns Range;site(?); ;Australia;Western Australia;-18.8595;128.9398; ;other igneous deposit; ; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;"Weng and others (2015); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1954;6497;Wonarah;Wonnarah; ; ;district or area; ;Australia;Northern Territory;-19.9666;136.3333;In Georgina Basin.;phosphorite; ; ;P, REE; ; ; ; ;Showing; ;;;;Middle Cambrian;;Middle Cambrian;;phosphatic siltstone;;;;;;Jaireth and others (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1955;6498;Wonnerup;Wonnerup Beach; ; ;district or area;historic HM mine;Australia;Western Australia;-33.6538;115.4506; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Deposit;small deposit;monazite, xenotime;zircon, ilmenite, (leucoxene), garnet, rutile;quartz;Cenozoic;;;;beach and dune sand;;;;;Heavy mineral sands of Capel shoreline. Beach resources depleted, mining dunes in 1993.;"ESCAP and ABMRGG (1988); Hoatson and others (2011); Jackson and Christiansen (1993); Western Australia Department of Mineral and Petroleum Resources (2012)";1959;;;No production;;;;;;;;;;0.331 inferred;;;;;;;2011;Western Australia Department of Mineral and Petroleum Resources (2012);JORC compliant;;Oceania +1956;6499;Wonnerup North; ; ;Bunbury area;district or area; ;Australia;Western Australia;-33.6519;115.4611; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;;Western Australia Department of Mineral and Petroleum Resources (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1957;6500;Woodlands; ; ; ;site(?); ;Australia;Western Australia;-33.7891;115.0081; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon, (leucoxene);;;;;;;;;;;;Geoscience Australia (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1958;6501;Woolshed Swamp; ; ; ;site(?); ;Australia;Victoria;-36.2101;143.6664; ;placer of unknown origin; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, (leucoxene), rutile, zircon;;;;;;sand;;;;;Fine-grained heavy minerals are present.;Victoria Department of State Development, Business and Innovation (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1959;6502;Woornack; ; ; ;district or area;active HM mine;Australia;Victoria;-35.2114;142.507; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;beach sand;;;;Iluka Resources;;"Hedrick (1999); Victoria Department of State Development, Business and Innovation (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1960;6503;Yabbie; ; ; ;district or area; ;Australia;New South Wales;-33.52;142.5; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;rutile, zircon, ilmenite, (leucoxene);;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1961;6504;Yalyalup; ; ; ;district or area; ;Australia;Western Australia;-33.6897;115.4723; ;shoreline placer; ; ;REE, Ti, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, (leucoxene), rutile, zircon;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1962;6505;Yandanooka; ; ; ;site(?); ;Australia;Western Australia;-29.3322;115.5354; ;placer of unknown origin; ; ;Zr, Ti, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, rutile, (leucoxene);;;;;;sandy clay;;;;;Mineralization extends over a distance of 1 km and averages 5.4 m thick.;"Baxter (1977); Geoscience Australia (2013)";;;;Not known;;;;;;;;;;;;;;;;;;;;;Oceania +1963;6506;Yangibana;Hastings project;Yangibana, Yangibana North, Yangibana South; ;intrusion or complex; ;Australia;Western Australia;-23.8768;116.1971;Location is for approximate center of Hastings claims near Lion's Ear.;"carbonatite; carbonatite with residual enrichment(?)";carbonatite, ironstone; ;REE; ; ; ; ;Deposit; ;allanite, apatite, monazite, xenotime;magnetite, hematite, ilmenite, siderite;dolomite, goethite, phlogopite;Proterozoic;;;1250 Ma (U-Pb, zircon);carbonatite, mica schist(?);Gifford Creek carbonatite complex;alkaline granite, syenite;;Hastings Rare Metals Ltd. (2014, 60%);"Single vein. Gossan; ore referred to as ""ironstones.""";"Castor (1994); Dreissen (1990); Hastings Rare Metals Ltd. (2014a); Hastings Rare Metals Ltd. (2014b); Hoatson and others (2011); Industrial Minerals (1989a); Jackson and Christiansen (1993); O'Driscoll (1988); Ollett (2012b); Pearson and Taylor (1996); Rare Earth Minerals PLC (2015a); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;3.5;;1.7;;;;;;;;3.9;;1993;Jackson and Christiansen (1993);Not compliant;;Oceania +1964;6507;Yangibana North;Yangibana N; ;Hastings Yangibana project;site; ;Australia;Western Australia;-23.8498;116.1895; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Deposit; ;xenotime;;;;;;;;Gifford Creek carbonatite complex;;;Rare Earth Minerals PLC (30%);;"Hastings Rare Metals Ltd. (2014b); Rare Earth Minerals PLC (2015a); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;2.73 indicated + 0.73 inferred;;1.75 indicated, 1.65 inferred;;;;;;;;;;;Rare Earth Minerals PLC (2015a);JORC compliant;;Oceania +1965;6508;Yangibana South; ; ;Hastings Yangibana project;district or area; ;Australia;Western Australia;-23.9104;116.2021; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;Gifford Creek carbonatite complex;;;;;"Hastings Rare Metals Ltd. (2014b); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1966;6509;Yarloop; ; ;Bunbury area;district or area; ;Australia;Western Australia;-32.96595;115.917801;55 km north of Bunbury.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile;;Pleistocene–Recent;;;;;;;;Cable Sands Pty. Ltd. (1997);;"Hedrick (1998); Hedrick (1999); Roskill Information Services (1988)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +1967;6510;Yarraman; ; ; ;district or area;HM mine;Australia;Queensland;-27.4634;153.4955;On northeastern North Stradbroke Island.;shoreline placer;high dune heavy-mineral sand deposit; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile;quartz;Late Tertiary–Quaternary;;;;;;;;Westralian Sands Ltd. (1999);Active ilmenite producer.;"Anstett (1986); Denaro (2011); Griffiths (1992); Hedrick (1999); Industrial Minerals (1987b); Jackson and Christiansen (1993); Overstreet (1967); Queensland Department of Natural Resources and Mines (2014a); Towner (1992)";;;dredge;Past byproduct producer;;1949–1987(?);Wallis and Oakes (1990);Total of 2130.6 t monazite produced.;;;;;;;;;;;;;;;;;Oceania +1968;6511;Yatton; ; ; ;site; ;Australia;Queensland;-22.6932;149.1261; ;other igneous deposit; ; ;REE, Zr, Nb, Th; ; ; ; ;Occurrence; ;;;;;;;;trachyte;;sodic syenite;;;;"Denaro (2011); Queensland Department of Natural Resources and Mines (2014a)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1969;6512;Yellowband Creek; ; ; ;site; ;Australia;Tasmania;-41.589178;145.337124; ;alluvial placer; ; ;REE, Sn; ; ; ; ;Occurrence; ;monazite;cassiterite, gold, osmiridium, ilmenite, chromite;quartz;Paleogene–Neogene;;Paleogene–Neogene;;gravel;;granite;;;;"Jack and Groves (1964); Tasmania Mineral Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1970;6513;Yellowband Plain; ; ; ;site(?); ;Australia;Tasmania;-41.592993;145.290234; ;alluvial placer; ; ;REE, Sn; ; ; ; ;Occurrence; ;monazite;cassiterite;;Paleogene–Neogene;;Paleogene–Neogene;;gravel;;granite;;;5 m of alluvial material containing 165 g/t monazite.;"Bottrill (2001); Jack and Groves (1964); Tasmania Mineral Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1971;6514;Yoganup; ; ;Capel;district or area; ;Australia;Western Australia;-33.64185;115.620102; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, (leucoxene), rutile;quartz;Pleistocene–Recent;;;;sand;;;;Westralian Sands Ltd. (1999);"Heavy mineral sands of Yoganup shoreline; monazite richest at base of deposit and increases westward.";"ESCAP and ABMRGG (1988); Fetherston and others (1997); Hoatson and others (2011); Western Australia Department of Mineral and Petroleum Resources (2012)";1954;;;Past byproduct producer;;;;;;;;;;1.641 measured;;;;;0.5;;1996;Western Australia Department of Mineral and Petroleum Resources (2012);JORC compliant(?);;Oceania +1972;6515;Yoganup Extended; ;Strand 15, Strand 19, Yoganup North;Capel;district or area;historic HM mine;Australia;Western Australia;-33.581299;115.670898; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, (leucoxene), rutile;quartz;Lower Pleistocene;;;;sand and clay;Yoganup Formation;;;Westralian Sands Ltd. (1999);Heavy mineral sands of Yoganup shoreline.;"Anstett (1986); Collins and Baxter (1984); ESCAP and ABMRGG (1988); Hedrick (1995); Hedrick (1996); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Roskill Information Services (1988); Western Australia Department of Mineral and Petroleum Resources (2012)";;;open pit;Past byproduct producer;Mine is closed.;;;;;;;;;4.489 measured;;;;;0.5;;1996;Western Australia Department of Mineral and Petroleum Resources (2012);JORC compliant(?);;Oceania +1973;6516;Yoganup Extended 85; ; ; ;district or area;historic HM mine;Australia;Western Australia;-33.5857;115.6533; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit(?); ;monazite;ilmenite, zircon, (leucoxene);;;;;;;;;;;Heavy mineral sands of Yoganup shoreline.;Western Australia Department of Mineral and Petroleum Resources (2012);;;open pit;Past byproduct producer(?);Mine is closed.;;;;;;;;;;;;;;;;;;;;Oceania +1974;6517;Yoganup North;Yoganup North - Remnant Strand 90/130; ;Capel;district or area;historic HM mine;Australia;Western Australia;-33.471729;115.752098; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, (leucoxene), rutile;quartz;Lower Pleistocene;;;;sand and clay;Yoganup Formation;;;Westralian Sands Ltd. (1999);Heavy mineral sands of Yoganup shoreline.;"ESCAP and ABMRGG (1988); Hedrick (1999); Hedrick and Templeton (1991); O'Driscoll (1988); Western Australia Department of Mineral and Petroleum Resources (2012)";;;open pit;Past byproduct producer;Mine is closed.;;;HM mine closed in 1998.;;;;;;;;;;;;;;;;;Oceania +1975;6519;Ytterby; ; ;John Galt-Corkwood Yard;site(?); ;Australia;Western Australia;-17.2886;128.2334; ;other igneous deposit(?); ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;xenotime;;;;;;;silicified quartz sandstone;Middle Red Rock Beds;;;;;"Bauk (2012); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1976;6522;Yuraygir; ; ; ;site(?); ;Australia;New South Wales;-29.8134;153.2691;In National Park or other land excluded from mineral exploitation.;placer of unknown origin; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;;ilmenite, rutile, zircon;;;;;;;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +1977;9002;Afrikanda; ; ;Kovdor-Lovozero complex;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.47;32.63; ;carbonatite;carbonatite, magmatic, magnetite-perovskite cumulates;veins, nests;Ti, Fe, Nb, Ta, REE, Th; ; ; ; ;Deposit; ;ancylite-(Ce), calcioancylite-(Ce), loparite-(Ce), perovskite, burbankite, khanneshite, britholite-(Ce), cerite-(Ce), melanocerite-(Ce), allanite, apatite, titanite, zirconolite, lueshite;perovskite, titanifeous magnetite, pyrochlore, titanite, apatite, zirconolite, grossular, calzirtite, strontianite, barite;amphibole, pyroxene, melilite, biotite, andradite (melanite), cancrinite, sodalite, calcite, olivine, serpentine, phlogopite, nepheline, chlorite, diopside, monticellite, nyerereite, goethite;Devonian;;Upper Devonian;;calcite-amphibole-pyroxene rock, calcite carbonatite, olivinite, silicocarbonatite;;gneiss, amphibolite;hydrothermal;;"Perovskite forms 19-31 percent by volume of pyroxenite; apatite up to 8 percent or more of pyroxenite. Carbonatite occurs as branching veins and nests in clinopyroxenite.";"Arzamastsev and others (2002); Chakhmouradian and others (2008b); Chakhmouradian and Zaitsev (2004); Finland Geological Survey (2012); Kogarko and others (1995); Savel'eva (2011); Wall and Zaitsev (2004); Woolley and Kjarsgaard (2008)";;;;No production;;;;;627.3 reserve;;0.67;;;;;;;;;;2007;Finland Geological Survey (2012);NAEN compliant;;Russian Federation +1978;9003;Agashskoye; ; ; ;intrusion or complex(?); ;Russian Federation;Respublika Tyva;50.1833;97.6667; ;alkaline igneous; ; ;Ta, Nb, REE, Li; ; ; ; ;Occurrence; ;;;hastingsite, diopside, augite, garnet, nepheline;;;;;biotite syenite, nepheline syenite, gabbro, diorite;;;;;Alkaline metasomatite.;"Ariunbileg and others (2003); Kogarko and others (1995); Obolenskiy and others (1999)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1979;9005;Akalakhinskoye; ; ; ;district or area(?); ;Russian Federation;Respublika Altay;49.45;87.0667; ;alkaline igneous; ; ;Li, Ta, Cs, Rb, Nb, REE; ; ; ; ;Occurrence; ;;spodumene;albite, quartz, muscovite;;;;;spodumene-granite porphyry, biotite porphyry granite;Chindagatui pluton;;;;Li is major commodity.;"Ariunbileg and others (2003); Dril and others (2010); Obolenskiy and others (1999)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1980;9006;Akitskii; ; ; ;intrusion or complex; ;Russian Federation;Respublika Buryatiya;56.017;110.367; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;xenotime, parisite;fluorite, taeniolite, barite, pyrite, cerussite, hematite, titanite, apatite, ilmenite;albite, calcite, ankerite, microcline, cancrinite, aegirine, arfvedsonite, biotite;;;Jurassic;199 Ma (K-Ar, biotite, peralkaline syenite);peralkaline syenite, granosyenite, nepheline syenite;;;;;;"Kogarko and others (1995); Zhang (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1981;9007;Alluaiv; ; ;Lovozero complex;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.84984;34.402495; ;alkaline igneous;peralkaline igneous-associated;lens, disseminated;REE, Nb, Ta, Ti; ; ; ; ;Deposit; ;loparite-(Ce), nordite-(Ce), rhabdophane-(Ce);eudialyte, magnetite, thorite, lueshite, lamprophyllite, murmanite, uranoan pyrochlore, (uranpyrochlore), lovozerite, titanite, vinogradovite, others;microcline, orthoclase, aegirine, nepheline, sodalite, albite, analcime, arfvedsonite, analcime, natrolite;Devonian;360–416 Ma, 370 Ma (Pb-Pb, galena);Devonian;;nepheline syenite, eudialytic lujavrite;;lujavrite, nepheline syenite;;;Open pit mine.;"Chakhmouradian and Mitchell (2002); Chernyi and others (2014); Finland Geological Survey (2012); Petrov (2004); Savel'eva (2011)";;;;No production;;;;;90.06 reserve, 88.78 resource;;1.25;;;;;;;;;;;Finland Geological Survey (2012);NAEN compliant;;Russian Federation +1982;9008;Amulican; ; ; ;district or area(?); ;Russian Federation;Khabarovskiy kray;56.4167;132.45; ;alkaline igneous;alkaline metasomatite;lens, dikes, pegmatite;REE, Zr; ; ; ; ;Occurrence; ;;;;;;;;granite, pegmatite;;Archean gneiss, schist;;;;"Ariunbileg and others (2003); Rodionov and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1983;9009;Anomalnoe; ; ; ;site(?); ;Russian Federation;Kamchatskaya kray;54.067;157.4; ;metamorphic; ;vein;REE, Nb, Ta; ; ; ; ;Occurrence; ;;columbite, tantalite, ilmenite, rutile;epidote;Middle Jurassic;170 Ma (K-Ar, feldspar);Proterozoic(?);;schist;;;hydrothermal;;;"Nokleberg and others (1996); Nokleberg and others (2005a)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1984;9010;Apatity Circus;Apatitovyi Tsirk;Rasvumchorr mine;Khibiny;district or area; ;Russian Federation;Murmanskaya oblast';67.63;33.83; ;alkaline igneous;peralkaline igneous-associated;layer, banded, disseminated;P, REE; ; ; ; ;Deposit; ;;apatite, titanite, titanifeous magnetite;nepheline, aegirine, arfvedsonite, feldspar;Devonian;360–416 Ma, 371 Ma (Rb-Sr, whole rock);Devonian;;urtite;;nepheline syenite;;PhosAgro- Apatit OJSC;;"Finland Geological Survey (2012); Kozyrev and others (2001)";;;open pit, underground (for phosphate);No production;;;;;122.215 reserve;;0.34;;;;;;;;;;2007;Finland Geological Survey (2012);NAEN compliant;;Russian Federation +1985;9011;Arbarastakh; ; ; ;intrusion or complex; ;Russian Federation;Respublika Sakha;56.8655;131.5161; ;carbonatite; ; ;Nb, Ta, Zr, REE, U; ; ; ; ;Occurrence; ;bastnäsite;pyrochlore, apatite, magnetite, baddeleyite, perovskite, zirconolite, zircon;calcite, pyroxene, phlogopite, tremolite, actinolite;Neoproterozoic;;;;carbonatite, albitite;;;;;;"Kirillov (2010); Malyshev and others (2012); Schneider and others (2011)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Russian Federation +1986;9012;Arshan; ; ; ;intrusion or complex; ;Russian Federation;Respublika Buryatiya;51.6301;107.1301; ;carbonatite; ; ;REE, Sr, Ba; ; ; ; ;Occurrence; ;bastnäsite, allanite-(Ce), parisite, monazite, REE-bearing epidote;barite, celestine, fluorite, strontianite, magnetite, ilmenite, apatite, titanite, thorite, thorianite, zircon, hematite;calcite, phlogopite, chlorite, potassic feldspar, biotite, quartz, amphibole;Lower Cretaceous;126 ± 16 Ma (Rb-Sr, carbonatite);Lower Cretaceous;;carbonatite, sövite;;granite, gneiss-granite, mylonitized rock;;;3 carbonatite bodies.;"Doroshkevich and others (2008); Ripp and others (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1987;9013;Aryskan;Aryskanskoye; ; ;intrusion or complex(?); ;Russian Federation;Respublika Tyva;53.333;96.683; ;alkaline igneous;alkalic metasomatite; ;REE, Nb, Ta, Zr, Hf; ; ; ; ;Occurrence; ;;zircon;;;;;;albitite;;alkali granite;;;Mineralization occurs in northwest-striking fault zone. Deposit is reported to contain 0.2-0.5 percent REE.;"Ariunbileg and others (2003); Badarch and others (2010); Obolenskiy and others (1999)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1988;9016;Bayangol 1; ; ; ;site; ;Russian Federation;Respublika Tyva;50.0667;96.6167; ;other igneous deposit;pegmatite; ;Li, REE; ; ; ; ;Occurrence; ;fergusonite;spodumene, apatite, beryl, columbite, pyrite, cassiterite, zircon;quartz, albite, muscovite;;;Mesoproterozoic;;marble;;;;;Veins are 100–200 m long and 10–20 m thick. Mineralization is hosted in a granite-gneiss cupola.;"Ariunbileg and others (2003); Dril and others (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1989;9017;Begundya; ; ; ;site; ;Russian Federation;Khabarovskiy kray;56.3333;134.4333; ;other igneous deposit;felsic plutonic U-REE; ;REE, Be, Zr; ; ; ; ;Occurrence; ;;;;;;Paleoproterozoic;;granite;;;albitization, hydrothermal;;;"Ariunbileg and others (2003); Kirillov (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1990;9018;Belaya Tundra;Belaya Tundry, White Tundra; ; ;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.467;35.833; ;alkaline igneous;peralkaline porphyritic granite; ;Zr, REE; ; ; ; ;Occurrence; ;monazite, xenotime;zircon, aenigmatite, biotite, titanite, apatite, fluorite;aegirine, arfvedsonite, quartz, microcline, albite, riebeckite, katophorite;;;Neoarchean;2654 Ma (U-Pb, zircon);arfvedsonite granite;;;;;;"Kogarko and others (1995); Zozulya and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1991;9019;Belaya Zima;Beloziminskoe, Beloziminskoye; ; ;intrusion or complex; ;Russian Federation;Irkutskaya oblast';55.5398;100.5552; ;carbonatite with residual enrichment;lateritic and saprolitic material;stockwork;Ta, Nb, P, REE, Zr, Ti; ; ; ; ;Deposit; ;monazite, bastnäsite, parisite, apatite;pyrochlore, columbite-(Fe), apatite, magnetite, fluorite, carbonate-rich fluorapatite, thorite, molybdenite, pyrite, sphalerite, galena, strontianite, hematite;ankerite, calcite, olivine, phlogopite, quartz, dolomite, amphibole, forsterite, diopside;Neoproterozoic;;Neoproterozoic;640–670 Ma;weathered calcite and ankerite carbonatite;;melteigite, ijolite, nepheline syenite;;;;"Andreeva and others (2007); Ariunbileg and others (2003); Berzin and others (2010); Chakhmouradian and others (2015); Fetherston (2004); Khiltova and Pleskach (1997); Rundqvist and others (1997); Seltmann and others (2010); Smirnova (2012); Zaitsev and others (2014a)";;;;No production;;;;;;1.6 resource;0.9;;;;;;;;;;;Zaitsev and others (2014);Not compliant;;Russian Federation +1992;9021;Birindya; ; ;Ulkan;site(?); ;Russian Federation;Khabarovskiy kray;56.408;134.365;Estimated location.;alkaline igneous;deposit related to peralkaline granite; ;U, Nb, REE, Ta, Be, Zr, Th, Hf; ; ; ; ;Occurrence; ;monazite, xenotime, bastnäsite, gagarinite, synchysite, parisite;zircon, pyrochlore, columbite, thorite, phenakite, bertrandite, uranophane;aegirine, arfvedsonite, riebeckite, albite;;;;;albitite;Ulkan complex;;hydrothermal;;;"Kirillov (2010); Larin (2014); Schneider and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1993;9022;Bokovoe; ; ;Ulkan;site(?);U deposit;Russian Federation;Khabarovskiy kray;56.3122;134.4053;Estimated location.;other igneous deposit;epithermal U deposit; ;U, REE, Be; ; ; ; ;Occurrence; ;synchysite, xenotime, monazite, bastnäsite;uraninite (pitchblende), uranophane, zircon, fluorapatite, hematite;albite, muscovite (sericite), quartz;Mesoproterozoic;;;;altered volcanic rock and granite;;;hydrothermal;;Vein and lenticular metasomatic bodies in crush zones in altered volcanic rocks and granite.;"Kirillov (2010); Larin (2014); Malyshev and others (2012); Schneider and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1994;9024;Bol'shoj Tuskani; ; ; ;site(?); ;Russian Federation;Respublika Sakha;55.7401;130.4479; ;alkaline igneous; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1995;9025;Bugundya; ; ;Ulkan;site; ;Russian Federation;Khabarovskiy kray;56.3312;134.4515;Estimated location.;alkaline igneous;pegmatites and hydrothermally-altered metasomatic rock; ;Be, REE; ; ; ; ;Occurrence; ;;;quartz, albite, hematite, microcline, riebeckite, aegirine;;;;;pegmatite, metasomatite;;alkali granite, leucogranite;hydrothermal;;Up to 0.5 percent REE reported.;"Kirillov (2010); Larin (2014); Malyshev and others (2012); Schneider and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1996;9026;Buldym; ; ;Vishnevogorsky;intrusion or complex; ;Russian Federation;Chelyabinskaya oblast';56.0162;60.6008;Estimated location.;carbonatite; ; ;Nb, REE; ; ; ; ;Occurrence; ;monazite, aeschynite, pyrochlore, fersmite;pyrochlore, zircon, magnetite, ilmenite, pyrrhotite, pyrite;dolomite, calcite, olivine, enstatite, phlogopite, richterite, amphibole, mica;;;Paleoproterozoic;;carbonatite, fenite;;ultramafic rock;metasomatic;;Carbonatite bodies are linear and up to 10 m thick and hundreds of meters long. Reported REE content ranges from 7,480 to 48,000 ppm.;Nedosekova and others (2009);1982;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1997;9027;Burpalinskii;Burpala; ; ;intrusion or complex; ;Russian Federation;Respublika Buryatiya;56.55;110.75; ;alkaline igneous;pegmatite;pegmatite;REE, Zr, Nb, U, Th; ; ; ; ;Occurrence; ;eudialyte, loparite-(Ce), cerite, chevkinite, perrierite-(Ce);Mn-bearing ilmenite, låvenite, Ti-rich låvenite, Fe-thorite, catapleiite, andradite (melanite), CS-bearing astrophyllite, ilmenite, zircon, apatite, fluorite, titanite;aegirine, augite, feldspar, microcline, diopside, arfvedsonite, sodalite, neptunite, biotite, diopside;Early Permian;;Early Permian;;pulaskite, peralkaline syenite, foyaite, nepheline syenite;;;;;Concentrations as high as 3.6 percent REE have been reported.;"Bagiński and MacDonald (2013); Kogarko and others (1995); Vladykin and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1998;9028;Changit; ; ; ;intrusion or complex; ;Russian Federation;Krasnoyarskiy kray;70.2;100.1; ;carbonatite; ; ;P, Nb, Zr, REE; ; ; ; ;Occurrence; ;;pyrochlore, titanifeous magnetite, titanite, perovskite, apatite;aegirine-augite, nepheline, biotite, feldspar, phlogopite;;;;;jacupirangite, melteigite, carbonatite, stockworks, limestone;;;;;In Maimecha-Kotui extrusive province.;Kogarko and others (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +1999;9029;Chergilen;Chergilenskoe; ; ;intrusion or complex; ;Russian Federation;Khabarovskiy kray;50.8553;131.4973; ;other igneous deposit; ; ;REE, Be, Ga, Zr, Nb;up to 0.2% Y;Up to 0.38% Ce and 0.19% La; ; ;Deposit;small deposit;;;;;;Upper Paleozoic;;biotite granite, granodiorite, quartz diorite, diorite;;Cambrian limestone and siltstone;;;Deposit is reported to contain up to 0.2 percent Y, 0.19 percent La, and 0.38 percent Ce.;"Ariunbileg and others (2003); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;Ariunbileg and others (2003);Not compliant;0.0028 Mt Ce resource;Russian Federation +2000;9030;Chimara;Chimaara; ; ;intrusion or complex; ;Russian Federation;Respublika Sakha;70.911;116.7351;South of the Tomtor complex.;carbonatite; ;dikes, veins, sills, tock-like bodies;Nb, REE; ; ; ; ;Occurrence; ;;;calcite, dolomite, siderite;;;;;carbonatite, alkaline ultrabasic rocks;;;;;;"Kogarko and others (1995); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2001;9031;Chogar; ; ; ;site(?); ;Russian Federation;Khabarovskiy kray;54.6152;132.4852; ;alkaline igneous; ; ;P, REE; ; ; ; ;Showing(?); ;;apatite;;;;;;albitite;;alkali granite;;;;"Gorelov (1997); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2002;9032;Chuktukon;Chuktukonskoye; ; ;intrusion or complex; ;Russian Federation;Krasnoyarskiy kray;59.4333;98.9667; ;carbonatite with residual enrichment;weathered carbonatite, laterite; ;Nb, REE, Zr, Li; ; ; ; ;Deposit;small deposit;monazite, cerianite-(Ce), apatite, florencite, bastnäsite, parisite, allanite;barite, hematite, ilmenite, goethite, psilomelane(?), pyrochlore, apatite, pyrite, pyrolusite, fluorite, pyrrhotite, galena, sphalerite;calcite, dolomite, quartz, pyroxene, phlogopite;Upper Permian–Lower Triassic;200–260 Ma;Lower Triassic;;weathered carbonatite;;Chadobetsk ultramafic complex, alkali picrite;;KrasGeoResurs;Deposit is located at the surface as a dome and is composed of 2 orebodies—Southern and Central. The area of deposit is small, but deposit is as much as 300 m thick forming the dome.;"Ariunbileg and others (2003); Chakhmouradian and others (2015); Chernyi and others (2014); Dobretsov and Pokhilenko (2010); Kuzmin and others (2010); Slukin (1994); Weng and others (2015)";;;;No production;;;;;"1) 6.64; 2) 455";2) 17;"1) 7.32; 2) 3.8";;1) 3;;;;;;;;;"1) Chakhmouradian and others (2015); 2) Weng and others (2015)";Not compliant;;Russian Federation +2003;9033;Dalbykha; ; ; ;intrusion or complex(?); ;Russian Federation;Krasnoyarskiy kray;70.3035;101.9991; ;carbonatite with residual enrichment;carbonatite, apatite in phoscorite, residual weathering body;breccia;P, Nb, Ta, REE, U, Th; ; ; ; ;Occurrence; ;;apatite, francolite, phlogopite;;;;;;carbonatite, phoscorite, ultrabasic rocks;;;;;;"Kogarko and others (1995); Rundkvist and others (2001); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2004;9034;Dess; ; ; ;site(?); ;Russian Federation;Khabarovskiy kray;55.9415;131.7855; ;alkaline igneous; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2005;9035;Diturskoe; ; ; ;intrusion or complex(?); ;Russian Federation;Yeveryskaya avtonomnaya oblast';48.7833;131.9; ;other igneous deposit;pegmatite, felsic plutonic U-REE; ;U, REE, Be, Nb, Sn, Li, Rb, Cs; ; ; ; ;Showing; ;;;;;;Upper Paleozoic;;granite, pegmatite;;Lower Paleozoic gneiss-granite massif;;;;"Ariunbileg and others (2003); Nokleberg and others (2005b)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2006;9036;Elet'ozero;Eletozero, Eljozero Elet'ozerskii; ; ;intrusion or complex; ;Russian Federation;Respublika Kareliya;66.0833;31.8333; ;alkaline igneous;alkalic igneous, carbonatite;pegmatite, other;Ti, P, Nb, REE, Ta; ; ; ; ;Occurrence; ;aeschynite-(Y), fergusonite, Y-bearing titanite, thalénite-(Y), britholite-(Y), gadolinite, allanite, chevkinite, pyrochlore, loparite-(Ce), monazite, bastnäsite, fersmite;apatite, ilmenite, titanifeous magnetite, magnetite, pyrochlore, zircon, titanite, columbite, thorite, chalcopyrite, pentlandite;microcline, nepheline, aegirine, arfvedsonite, biotite, calcite, spinel;;;Paleoproterozoic;1620–2080 Ma (various);carbonatite, alkaline pegmatites, nepheline syenite, gabbro, pyroxenite;;;;;;"Belolipetskii and Voloshin (1996); Finland Geological Survey (2012); Kogarko and others (1995)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2007;9037;Elisenvaara;Elisenvaarskii;includes Kaivimyaki/Kaivomaki and Raivimyaki/ Raivimaki; ;intrusion or complex; ;Russian Federation;Respublika Kareliya;61.417;29.917;Latitude and Longitude are for the town of Elisenvaara.;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;apatite, RE-titanite;apatite, Sr- and Ba-feldspar, pyrite, magnetite;aegirine, diopside, biotite, phlogopite, feldspar, pyroxene, carbonate, (hornblende);;;Paleoproterozoic;1600–1900 Ma (K-Ar, biotite);alkaline and peralkaline syenites;;;;;Averages 3.63 percent P2O5.;"Shchiptsov (1993); Kogarko and others (1995)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2008;9039;Essei;Essej, Essey; ; ;intrusion or complex; ;Russian Federation;Krasnoyarskiy kray;68.7287;102.2761;About 30 km N of Essei Lake.;carbonatite with residual enrichment;carbonatite, apatite in phoscorite, residual weathering; ;P, Fe, REE, Nb; ; ; ; ;Occurrence; ;;apatite, magnetite, baddeleyite, zircon, pyrrhotite, pyrochlore;forsterite, biotite;;;;;carbonatite, phoscorite, ultrabasic rocks;;;;;Apatite-magnetite deposit in phoscorite bodies with separate carbonate-rich fluorapatite-bearing phosphate-enriched weathered material.;"Kholodov (2003); Kogarko and others (1995); Ohki (2011); Rundkvist and others (2001); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2009;9040;Etalon; ; ;Ulkan;site; ;Russian Federation;Khabarovskiy kray;56.2917;134.4273;Estimated location.;alkaline igneous; ; ;Ta, Nb, REE, Zr, Th; ; ; ; ;Showing(?); ;xenotime, bastnäsite, gagarinite;pyrochlore, columbite, thorite, zircon;quartz, albite, riebeckite, aegirine;;;;;grorudite, granite;;;hydrothermal;;;"Kirillov (2010); Larin (2014); Schneider and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2010;9043;Giljujskaja group; ; ; ;district or area(?); ;Russian Federation;Irkutskaya oblast';57.4586;111.6268; ;alkaline igneous; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;albitite;;granite-granodiorite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2011;9044;Gornoe Ozero;Gornoye Ozero, Gornoozerskii Ozrnyi; ; ;intrusion or complex; ;Russian Federation;Respublika Sakha;59.9167;137.0667; ;carbonatite; ; ;P, Nb, Ta, REE; ; ; ; ;Deposit; ;pyrochlore, fersmite, bastnäsite, parisite, monazite, burbankite, carbocernaite;apatite, barite, pyrochlore, columbite, Sr-bearing titanite, fluorite, zircon;ankerite, dolomite, augite, diopside, calcite, forsterite, aegirine, arfvedsonite, chlorite, riebeckite, albite, quartz;;;Carboniferous;"290 Ma (K-Ar, biotite, nepheline syenite); 350 Ma (K-Ar, phlogopite, carbonatite)";carbonatite, pyroxenite, ijolite;;;;;Resources are to a depth of 200 m.;"Ariunbileg and others (2003); Badarch and others (2010); Kogarko and others (1995); Nokleberg and others (1996)";;;;No production;;;;;;223.446;;;;;;;;;;;;Ariunbileg and others (2003);Not compliant;;Russian Federation +2012;9045;Gremyakha-Vyrmes; ; ; ;intrusion or complex; ;Russian Federation;Murmanskaya oblast';66.67;32.5; ;"alkaline igneous; carbonatite";albitite, carbonatite; ;Fe, Ti, P, Zr, Nb, REE; ; ; ; ;Occurrence; ;allanite-(Ce), ferriallanite-(Ce), ferriallanite-(La), fergusonite, chevkinite, pyrochlore;titanifeous magnetite, ilmenite, titanite, apatite, magnetite, zircon, chalcopyrite, astrophyllite, pyrrhotite, aenigmatite, pyrochlore, pentlandite, pyrite;albite, calcite, nepheline, cancrinite, chlorite, microcline, biotite, aegirine-augite, phlogopite, arfvedsonite, feldspar, olivine, prehnite, graphite;Paleoproterozoic;;Paleoproterozoic;1750 ± 40 Ma (K-Ar, biotite, urtite) to 1870 ± 40 Ma (K-Ar, nepheline, urtite);albitite, calcitic carbonatite, ijolite, urtite, peridotite, nepheline syenite;;gabbro, granite, gneiss;;;"The REE-Zr-pyrochlore mineralization in the ijolite-urtite rocks may be metasomatic; Sorokhtina and others (2012) indicated that REE minerals mainly in albitite. Woolley and Kjarsgaard describe mineralization as cumulates in gabbro and wehrlite.";"Finland Geological Survey (2012); Gorelov and Turchenko (1997); Kogarko and others (1995); Rundqvist and others (1997); Sorokhtina and others (2012); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2013;9046;Gulinskoye 2; ; ;Gulinsk pluton;intrusion or complex; ;Russian Federation;Krasnoyarskiy kray;70.8667;101.2667; ;carbonatite;alkalic ultramafic carbonatite; ;REE, Ti, Fe, Ta, Nb, U, Th; ; ; ; ;Occurrence; ;ancylite-(Ce), carbocernaite, britholite-(Ce), zirconolite;apatite, magnetite, pyrochlore, phlogopite, perovskite, calzirtite, zirconolite, baddeleyite, pyrrhotite, barite, strontianite, thorianite;calcite, dolomite, forsterite, aegirine, diopside, biotite, serpentine;;;;;alkalic ultramafic carbonatite;Gulinsk (Guli) intrusive-volcanic complex;;hydrothermal;;Two carbonatite plutons, with outcrop areas of 3 km2 and 5 km2, occur near Gulinskoye phlogopite deposit.;"Ariunbileg and others (2003); Epshteyn and Kaban'kov (1984); Kogarko and others (1995); Kogarko and others (2013); Kogarko and Zartman (2007); Yegerov (1989)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2014;9047;Idengu; ; ; ;intrusion or complex(?); ;Russian Federation;Primorskiy kray;45.585;134.6597; ;alkaline igneous; ; ;REE, Ta, Nb, Fe; ; ; ; ;Occurrence; ;;;;;;;;alkaline granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2015;9048;Il'men;Ilmensky, Ilmen; ; ;district or area; ;Russian Federation;Chelyabinskaya oblast';55.0052;60.2138;Estimated location.;carbonatite;NYF pegmatites, carbonatite; ;REE, Nb; ; ; ; ;Showing; ;polyakovite-(Ce), Nb-bearing chevkinite-(Ce);microcline (amazonite), fluorite;albite, microcline, biotite, annite;;;;;carbonatite;;ultramafic rocks, fenite;;;;"Bagiński and MacDonald (2013); Makagon and others (1999); Nedosekova and others (2009); Zagorsky and others (2003)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Russian Federation +2016;9050;Ingili; ; ; ;intrusion or complex; ;Russian Federation;Khabarovskiy kray;58.5833;135.3667; ;carbonatite; ; ;REE, Nb, Ta, Fe, U, Th; ; ; ;average of 1.4% TREO;Occurrence; ;parisite, kobeite-(Y);apatite, zircon, titanifeous magnetite, pyrochlore, baddeleyite, thorite, perovskite;calcite, dolomite, biotite, albite, cancrinite;Neoproterozoic;728 Ma;Neoproterozoic;;carbonatite, albitite, fenite;;ijolite-melteigite, syenite, theralite;;;Carbonatite occurs in circular alkaline intrusive body. Contains up to 1.1 percent Nb2O5 and averages 1.4 percent TREO.;"Ariunbileg and others (2003); Kirillov (2010); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2017;9051;Izvilisty; ; ;Ulkan;site; ;Russian Federation;Khabarovskiy kray;56.2883;134.6535;Estimated location.;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Schneider and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2018;9052;Kagan; ; ;Vishnevogorsky;intrusion or complex; ;Russian Federation;Chelyabinskaya oblast';55.9579;60.5636;Estimated location.;carbonatite; ;veins;REE; ; ; ; ;Occurrence; ;;;;;;;;carbonatite;;ultramafic rock, Proterozoic schist and quartzite;;;;Nedosekova and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2019;9053;Kakherginskoe; ; ; ;district or area(?); ;Russian Federation;Respublika Buryatiya;56.7154;112.7686; ;alkaline igneous; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2020;9054;Kalar;Kalarskoe; ; ;intrusion or complex; ;Russian Federation;Irkutskaya oblast';56.8726;107.6567; ;alkaline igneous; ; ;REE, Nb, Ta; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;"Larin and others (2006); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2021;9055;Kal'tinskoe; ; ; ;site(?); ;Russian Federation;Zabaykal'skiy kray;52.8802;118.632; ;alkaline igneous; ; ;REE, Nb; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2022;9057;Karasug;Karasugskoye, Khinganskoe; ; ;intrusion or complex; ;Russian Federation;Respublika Tyva;51.3167;92.1; ;carbonatite; ;breccia pipes, nests, veins;Fe, REE, F, Ba; ; ; ; ;Deposit; ;monazite, bastnäsite;fluorite, thorite, celestite, barite, hematite, siderite, pyrite, apatite, rutile;;;;;;carbonatite, syenite;;Silurian–Devonian sandstone and siltstone;;;;"Ariunbileg and others (2003); Obolenskiy and others (1999); Rundkvist and others (2001); Seltmann and others (2010)";;;;No production;;;;;;4 estimate;;"REO content ranges from 0.7-1.62%; 0.0016% Y";;;;;;;;;;Seltmann and others (2010);;;Russian Federation +2023;9058;Karnasurt;Mt. Karnasurt; ;Lovozero complex;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.89;34.617874; ;alkaline igneous;peralkaline igneous-associated;disseminated;REE, Nb, Ta, Ti; ; ; ; ;Deposit; ;loparite-(Ce), nordite-(Ce), steenstrupine-(Ce), manganonordite-(Ce), rhabdophane-(La), belovite-(Ce), phosinaite-(Ce), rhabdophane-(Ce), ferronordite-(Ce), britholite-(Ce), cerite-(Ce), rinkite, vitusite-(Ce), fluorcaphite;magnetite, eudialyte, murmanite, lamprophyllite, lueshite, lorenzenite, lovozerite, umbozerite, vinogradovite, galena, sphalerite, lomonosovite, labuntsovite;microcline, aegirine, sodalite, albite, nepheline, arfvedsonite, natrolite;Devonian;;Devonian;;malignite–ijolite, urtite, foyaite;;granite gneiss, nepheline syenite;pneumatolytic–hydrothermal;;;"Arzamastsev and others (2008); Chakhmouradian and Mitchell (2002); Finland Geological Survey (2012); Pakhomovsky and others (2014)";;;underground;Producer;;;;REE production began in 1951.;23.759 reserve;;1.33;;;;;;;;;1.67% Ti, 260 ppm Ta, 3470 ppm Nb;2007;Finland Geological Survey (2012);NAEN compliant;;Russian Federation +2024;9062;Kedykvyrpakhk; ; ;Lovozero complex;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.88;34.63; ;alkaline igneous;peralkaline granite; ;Ta, REE, Nb, Ti; ; ; ; ;Deposit; ;loparite-(Ce), rhabdophane-(Ce), steenstrupine-(Ce), rinkite, vitusite-(Ce), britholite-(Ce), fluorcaphite, ferronordite-(Ce), belovite-(Ce), phosinaite-(Ce), cerite-(Ce);magnetite, eudialyte, lomonosovite, labuntsovite, lovozerite, lomonosovite, murmanite, fluorapatite, natisite, sobolevite, chkalovite, löllingite, djerfisherite, rasvumite, pyrrhotite;nepheline, sodalite, natrolite, aegirine, pectolite, nacaphite, microcline, orthoclase, albite, arfvedsonite, magnesio-arfvedsonite, agrellite;Devonian;;Devonian;;malignite–ijolite, urtite, foyaite;;granite gneiss, nepheline syenite;pneumatolytic–hydrothermal;;;"Finland Geological Survey (2012); Ohki (2011); Pakhomovsky and others (2014); Petrov (2004)";;;;Producer;;;;;9 reserve;;1.52;;;;;;;;;3800 ppm Nb, 310 ppm Ta, 1.93% Ti;2007;Finland Geological Survey (2012);Not compliant;;Russian Federation +2025;9065;Khaldikha; ; ;Vishnevogorsky;intrusion or complex; ;Russian Federation;Chelyabinskaya oblast';55.9857;60.5779;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;carbonatite;;ultramafic rock, Paleoproterozoic to Mesoproterozoic metamorphic rock;;;;Nedosekova and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2026;9066;Khalyuta;Khaluta;Khalutinskii, verkhne-Khalutinskii, Nizhne-Shalutaiskii, Verkhne-Shalutaiskii, Arshan-Chalutinskii; ;intrusion or complex; ;Russian Federation;Respublika Buryatiya;51.8599;107.1586; ;carbonatite with residual enrichment; ;mantle-shaped, veins;Ba, Sr, REE; ; ; ; ;Occurrence; ;monazite;apatite, magnetite, barite, celestine, zircon, pyrochlore, stontianite;calcite, phlogopite, riebeckite, richterite, epidote, chlorite, limonite;Lower Cretaceous;;Lower Cretaceous;130 ± 1 (U-Pb, zircon from carbonatite);carbonatite, carbonatite breccia, carbonatite tuff, weathered carbonatite;;granosyenite, biotite granite, metasedimentary rocks;;;6 carbonatite occurrences found in this area. Samples of weathering crust contain up to 5062 ppm TREE.;"Bulnaev (2001); Ripp and others (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2027;9067;Khamna;Khamninskii; ; ;district or area; ;Russian Federation;Respublika Sakha;59.7108;136.4175; ;carbonatite; ;veins, stockwork;REE, Nb; ; ; ;0.2–1.93% REE;Occurrence; ;bastnäsite, parisite;fluorite, galena;carbonate;;;Neoproterozoic;;metasomatic carbonate, nepheline syenite, peralkaline syenite;Neoproterozoic;Upper Devonian alkalic syenite and magmatic breccia;;;Fluorite-carbonate veins and stockworks 0.1–1.5 km long and 1.4–30 m thick. 0.2-1.93 percent TREO.;"Ariunbileg and others (2003); Kogarko and others (1995); Nokleberg and others (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2028;9068;Khaykan; ; ; ;district or area; ;Russian Federation;Khabarovskiy kray;56.3833;132.9833; ;alkaline igneous;alkaline metasomatite;lens, dikes, pegmatites;REE, Be, Zr; ; ; ; ;Occurrence; ;;rutile, ilmenite;;;;Archean;;gneiss, schist;;;;;;"Ariunbileg and others (2003); Rodionov and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2029;9069;Khiagda;Khlagda, Khiagdinskoye;includes Istochnoye, Vershinnoye Dybrynskoye, Koretkondinskoye, Kolichikanskoye, Vershinnoye, Namaru and Tetrakhskoye orebodies; ;district or area;U mine;Russian Federation;Respublika Buryatiya;53.7667;112.7833;Estimated location in Siberia.;uranium deposit;paleo river channel fill; ;U, REE, Sc; ; ; ; ;Deposit; ;;ningyoite;quartz, plagioclase, microcline, mica, clay, zeolite;Neogene;;Neogene;;fluvial sediments;;;;JSC Khiagda;"REE is a potential byproduct of uranium mining at this site; deposit consists of 4 contiguous mineralized paleovalleys; the area has permafrost to depth of ~90 meters; mineralization is at depth of 90-280 m and is composed of 8 spatially associated ore bodies.";"Porter Geoconsultancy (2014); Solodov (2014); World Nuclear News (2015)";;;in situ leaching;No production;;;;JSC Khiagda is planning to install a plant to extract REO (2015).;;0.006;;;;;;;;;;;;Porter Geoconsultancy (2014);Not compliant;;Russian Federation +2030;9070;Khibiny;Khibina;includes Apatity Circus, Koashva, Kukisvumchorr, Niorkpakhk, Partomchorr, Rasvumchorr and Yukspor deposits, Vostochny mine; ;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.717;33.783;On Kola Peninsula.;"alkaline igneous; carbonatite(?)"; ; ;REE; ; ; ;9000-11000 ppm REE + 500-900 ppm Y;Deposit; ;;apatite, pyrochlore, titanite, lamprophyllite, astrophyllite, strontianite, barite, zircon, titanifeous magnetite, vlasovite, wöhlerite, gittinsite, fluorite, cryolite, siderite, edingtonite, ilmenite;nepheline, calcite, ankerite, arfvedsonite, aegirine-augite, biotite, phlogopite, microcline, alkali feldspar, agrellite, dawsonite, nahcolite, aenigmatite;;364.5 Ma;Upper Devonian;;ijolite, pyroxenite, peridotite, melilitolite, melteigite, carbonatite, pulaskite;;;;;"Largest igneous apatite deposit in the world, in urtite-ijolite. REE minerals largely in alkaline rocks not carbonatite (Kogarko and others, 1995); apatite contains 9000-11000 ppm REE and 500-900 ppm Y. Small bodies of carbonatites contain as much as 9 percent REE, 6.5 percent Sr, 3 percent Ba.";"Belolipetskii and Voloshin (1996); Castor (1994); Chernyi and others (2014); Hedrick and Templeton (1991); Kogarko and others (1995); Chakhmouradian (1996); Neary and Highley (1984); Pell (1996); Wall and Mariano (1996); Wall and Zaitsev (2004); Zaitsev (1996); Zaitsev and others (2002)";;;;Producer(?);;;;;;1) 5.5 resource;1) 0.4;;;;;;;;;;;"1) Zaitsev and others (2014); 2) Chernyi and others (2014)";Not compliant;2) 11.90 Mt REM;Russian Federation +2031;9071;Khingan;Khinganskoe;includes Central'noe, Berezovskoe; ;district or area; ;Russian Federation;Yeveryskaya avtonomnaya oblast';49.1579;131.2135; ;other igneous deposit;Sn greisen, hydrothermal explosion breccia replaced by greisen; ;Sn, REE, F, W; ; ; ; ;Occurrence; ;;fluorite, cassiterite, scheelite, arsenopyrite, marcasite, löllingite, chalcopyrite, indite;quartz, chlorite;Upper Cretaceous;;;;granitoids;;;;;;"Rundkvist and others (2001); Rodionov and others (2003); Sutphin and others (1990)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2032;9072;Khrustal'noe; ;includes Listvennoe, Ehl'doradskoe, Temnogorskoe; ;district or area; ;Russian Federation;Primorskiy kray;44.3845;135.1472; ;other igneous deposit; ; ;Sn, REE; ; ; ; ;Occurrence; ;;;;;;;;granite-granodiorite(?);;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2033;9073;Kiiskoye;Kyiskoe, Kijskoe; ; ;intrusion or complex; ;Russian Federation;Krasnoyarskiy kray;59.1667;91.3167; ;carbonatite with residual enrichment;weathering crust carbonatite REE-Zr-Nb-L; ;REE, Zr, Nb, Li, U, Th; ; ; ; ;Deposit; ;bastnäsite, rhabdophane, parisite, monazite, loparite-(Ce), xenotime;zircon, thorianite, thorite;;;;;;carbonatite, ultrabasic rocks;;;;;;"Ariunbileg and others (2003); Seltmann and others (2010)";;;;No production;;;;;1.02;;;1.57%;;;;;;;;;;Ariunbileg and others (2003);Not compliant;;Russian Federation +2034;9074;Kirovsky mine; ;Kukisvumchorr, Yukspor; ;site;P mine;Russian Federation;Murmanskaya oblast';67.6657;33.7411;Kirovsky mine was formed in 1989 from the combined Kukisvumchorr and Yukspor underground mines.;alkaline igneous;peralkaline igneous-associated; ;P, REE; ; ; ; ;Deposit; ;;apatite;;;;;;;;;;PhosAgro- Apatit OJSC;;PhosAgro (2015);;;;No production;P mine.;;;;;;;;;;;;;;;;;;;;Russian Federation +2035;9077;Koashva;Koashvinskoe; ;Khibiny;district or area; ;Russian Federation;Murmanskaya oblast';67.6399;34.0227;This deposit is mined by the Vostochny mine.;alkaline igneous;peralkaline-associated; ;REE, P, PGE; ; ; ; ;Deposit; ;apatite;apatite, titanite, titanifeous magnetite;nepheline, aegirine, arfvedsonite;Devonian;;Devonian;;urtite;;ijolite, melteigite;;PhosAgro- Apatit OJSC;Series of lens-shaped orebodies.;"Arzamastsev and others (2008); Finland Geological Survey (2012); Kozyrev and others (2001); PhosAgro (2015)";1959;;open pit (for phosphate);No production;;;;;834.2 reserve;;0.41;;;;;;;;;17.63% P2O5;2007;Finland Geological Survey (2012);NAEN compliant;;Russian Federation +2036;9078;Konder; ; ; ;intrusion or complex; ;Russian Federation;Khabarovskiy kray;57.5856;134.6598; ;alkaline igneous;alkaline-ultramafic stock; ;REE; ; ; ; ;Occurrence; ;eudialyte, allanite;lamprophyllite, lorenzenite, murmanite, titanite, ilmenite, apatite, vlasovite, wöhlerite;arfvedsonite, aegirine, biotite, zeolite, (hornblende);;;;;alkaline pegmatite in dunite, olivinite, clinopyroxenite;;;;;;"Kogarko and others (1995); Simonov and others (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2037;9079;Koppi-Nelman; ; ; ;district or area;HM field;Russian Federation;Khabarovskiy kray;47.8617;139.3303;Along shore of Tartar Strait.;shoreline placer; ; ;Ti, Sc, REE; ; ; ; ;Occurrence; ;;titanomagnetite;;;;;;beach sand, gravel;;;;;;Ariunbileg and others (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2038;9081;Korgeredaba; ; ; ;intrusion or complex; ;Russian Federation;Respublika Tyva;50.083;97.25; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;eudialyte, astrophyllite, rinkite;catapleiite;aegirine, arfvedsonite, albite, quartz, anorthoclase;;;Carboniferous;304 ± 12 Ma (K-Ar, biotite);foyaite, pulaskite, essexite, granite, peralkaline syenite;;;;;;Kogarko and others (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2039;9082;Kovdor;Kovdorskoe; ; ;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.55;30.37; ;alkaline igneous with residual enrichment;phoscorite; ;Fe, Zr, P, PHLO, VRM, REE; ; ; ; ;Showing; ;burbankite, ancylite-(Ce), rhabdophane-(Ce), apatite(?);titanifeous magnetite, magnetite, apatite, baddeleyite, carbonate-rich fluorapatite, phlogopite, vermiculite, zirkelite, pyrochlore, kovdorskite, labuntsovite, catapleiite, anatase;nepheline, calcite, forsterite, actinolite, tremolite, hastingsite, diopside, andradite, wollastonite, ankerite, lueshite, chlorite, serpentine, microcline;Middle Devonian;;Devonian;;apatite-forsterite rock, magnetite rock, carbonatite;;fenite, ijolite, melteigite, pyroxenite, olivinite;;;A regional fault seems to control the location of the intrusion. REE concentration in Kovdor phoscorite is low.;"British Sulphur Corp. Ltd. (1987); Finland Geological Survey (2012); Harben and Kužvart (1996); Kholodov (2003); Krasnova and others (2004); Lyachov (2000); Notholt (1979); Troitsky and others (1998); Wall and Zaitsev (2004); Zaitsev and others (2014a)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2040;9083;Krasnaya Gorka; ; ;Ulkan;site; ;Russian Federation;Khabarovskiy kray;56.2908;133.7907;Estimated location.;other igneous deposit(?); ; ;Ta, Nb, REE; ; ; ; ;Showing(?); ;euxenite-(Y);hematite;quartz, muscovite (illite);;;;;quartz-hematite-muscovite (illite) metasomatite;;Elgetei Complex argillized alkaline volcanics;hydrothermal, metasomatic, argillic;;The quartz-hematite-muscovite (illite) metasomatic rocks replaced altered volcanics of Elgetei Complex.;"Kirillov (2010); Malyshev and others (2012); Schneider and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2041;9085;Krutoe; ; ;Ulkan;site; ;Russian Federation;Khabarovskiy kray;56.319;134.6433;Estimated location.;alkaline igneous; ; ;U, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Schneider and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2042;9086;Kryzhinskoe; ; ; ;site(?); ;Russian Federation;Zabaykal'skiy kray;52.4808;118.3222; ;alkaline igneous; ; ;Nb, Zr, REE; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2043;9087;Kuelporr; ; ;Khibiny;district or area(?); ;Russian Federation;Murmanskaya oblast';67.7731;33.6099; ;alkaline igneous; ; ;P, REE; ; ; ; ;Occurrence; ;apatite;apatite;nepheline;;;Devonian;;urtite;;;;;;"Arzamastsev and others (2008); Ivanyuk and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2044;9088;Kugda; ; ; ;intrusion or complex; ;Russian Federation;Krasnoyarskiy kray;70.7193;103.4794; ;carbonatite; ; ;REE, Nb, Ti, PGE; ; ; ; ;Occurrence; ;;perovskite, titanifeous magnetite, phlogopite, apatite, titanite;dolomite, olivine, garnet, monticellite, wollastonite, calcite, dolomite, pyroxene, biotite, zeolite, cancrinite;;;Triassic;238 Ma (K-Ar, phlogopite);phoscorite, nephelinite, melteigite, olivinite, jacupirangite, syenite, glimmerite;;;;;In Maimecha-Kotui extrusive province.;"Epshteyn and Kaban'kov (1984); Kogarko and others (1995); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2045;9089;Kukisvumchorr;Kukisvumshorrskoe;Kirovsky mine, Saamsky open pit;Khibiny;district or area;P mine;Russian Federation;Murmanskaya oblast';67.6748;33.7121;Estimated location.;alkaline igneous;peralkaline igneous-associated;layer;P, NEPH, REE; ; ; ; ;Deposit; ;mosandrite (lovchorrite);apatite, titanite, titanifeous magnetite;nepheline, aegirine, arfvedsonite, feldspar;Devonian;;Devonian;371 Ma (Rb-Sr, whole rock);urtite;;nepheline syenite;;PhosAgro- Apatit OJSC;100- to 200-m-thick sheet-like apatite-nepheline body in urtite. Historic production of REE from this mine was reported to be from pegmatites (Tyrrell, 1938).;"Finland Geological Survey (2012); Kozyrev and others (2001); Savel'eva (2011); Tyrrell (1938)";;;open pit (for phosphate);Past byproduct producer;;;;;415.97 reserve;;0.25;;;;;;;;;12.24% P2O5;2007;Finland Geological Survey (2012);;;Russian Federation +2046;9090;Kustak; ; ; ;site(?); ;Russian Federation;Khabarovskiy kray;55.183;133.2566; ;alkaline igneous; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2047;9092;Lavrent'evskii; ; ; ;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.267;37.017;Latitude and Longitude are for the town of Lavrentevskiy.;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;aeschynite-(Y), fergusonite, Y-bearing titanite, thalénite-(Y), britholite-(Y), gadolinite, allanite, chevkinite, pyrochlore, loparite-(Ce), monazite, bastnäsite;zircon;quartz, microcline (amazonite);Lower Proterozoic–Karelian;;;;aegirine-arfvedsonite granite, lepidomelane granite;;;;;;"Belolipetskii and Voloshin (1996); Kogarko and others (1995)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2048;9093;Lesnaya Varaka; ; ;Kovdor-Lovozero complex;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.3898;33.0562; ;carbonatite; ; ;Nb, REE, Ti, Fe; ; ; ; ;Occurrence; ;monazite-(Ce);fluorapatite, strontianite, natroniobite, perovskite, lueshite, pyrochlore, magnetite, titanifeous magnetite, pyrrhotite, pyrite, zircon, titanite;dolomite, biotite, tremolite, phlogopite, calcite, quartz;Devonian;;Devonian;;apatite-dolomite carbonatite;;pyroxenite, olivinite, ijolite, gneiss, amphibolite;low temperature hydrothermal, hypergene, serpentine, phlogopite, diopside, chlorite;;;"Chakhmouradian and Mitchell (1998); Finland Geological Survey (2012); Kogarko and others (1995); Wall and Zaitsev (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2049;9094;Lesnoe; ; ; ;intrusion or complex(?); ;Russian Federation;Murmanskaya oblast';67.73;36.7; ;alkaline igneous;peralkaline-associated;lens, disseminated;Nb, REE, Zr;Y; ; ; ;Deposit; ;fergusonite, britholite-(Y);zircon, titanite, thorite;;Neoarchean;;Neoarchean;;nepheline syenite;;biotite gneiss;fluorite, quartz, albite;;;"Finland Geological Survey (2012); Weng and others (2015)";;;;No production;;;;;1.511 resource;;1.53 + 0.4 Y;;;;;;;;;3100 ppm Nb, 1.21% Zr;;Finland Geological Survey (2012);;;Russian Federation +2050;9095;Levotyradinskoye; ; ; ;district or area; ;Russian Federation;Krasnoyarskiy kray;60.5167;90.3667; ;other igneous deposit;skarn; ;Be, REE, Sn; ; ; ; ;Occurrence; ;;;;;;;;skarn;;"Proterozoic Tyradinsk granitoid massif; Paleoproterozoic clastic and carbonate rock";;;;Ariunbileg and others (2003);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2051;9096;Lipshagskoe; ; ; ;site(?); ;Russian Federation;Respublika Kareliya;62.016667;33.616667; ;other igneous deposit;hydrothermal vein; ;REE, Nb; ; ; ; ;Deposit; ;fergusonite;perovskite, zircon;;Mesoarchean;;Mesoarchean;;granitoid;;granitoid, ultramafic plutonic rock;albite, sericite, quartz;;;Finland Geological Survey (2012);;;;No production;;;;;53 resource;;;0.1% Y;;;;;;;;119 ppm Nb;;Finland Geological Survey (2012);;;Russian Federation +2052;9098;Lovozero;Lovozesky;includes Karnasurt and Umbozero mines, Alluaiv open pit;Kovdor-Lovozero complex;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.748;34.761; ;alkaline igneous;peralkaline igneous-associated; ;REE, Zr, P; ; ; ; ;Deposit; ;loparite-(Ce), eudialyte, apatite, rinkite, ancylite, mosandrite, monazite, burbankite, bastnäsite, huangoite-(Ce), rhabdophane, synchysite, carbonate-rich fluorapatite;apatite, magnetite, pyrochlore, zircon, strontianite, murmanite, lamprophyllite, villiaumite, titanite, låvenite, ilmenite, lovozerite, fluorite(?);nepheline, microcline, arfvedsonite, analcime, aegirine, diopside, albite, natrolite, sodalite;Devonian;;Upper Devonian;371 Ma (Rb-Sr, whole rock);nepheline syenite, eudialytic lujavrite;;lujavrite, urtite, foyaite, syenite;;Lovozersky GOK;"Ore must be shipped to Solikamsk Mg Plant in Urals for processing; expensive.";"Arzamastsev and others (2008); Belolipetskii and Voloshin (1996); Chakhmouradian (1996); Finland Geological Survey (2012); Hedrick and Templeton (1991); Industrial Minerals (2006e); Kogarko and others (1995); Mariano (1989); Mitchell and Chakhmouradian (1996); Smirnova (2012); Zaitsev and others (2014a)";1934;;underground, open pit;Producer;;2010;Zaitsev and others (2014);"2300 t TREO produced from 1.28 Mt ore in 2010; main ore mineral is loparite-(Ce).";1) 612.432 reserve;2) 7.1 resource;"1) 1.12; 2) 1.12";;;;;;;;;1) 1.24% P2O5;;"1) Finland Geological Survey (2012); 2) Zaitsev and others (2014)";Not compliant;;Russian Federation +2053;9100;Magan; ; ; ;intrusion or complex(?); ;Russian Federation;Krasnoyarskiy kray;70.2458;104.4776; ;carbonatite with residual enrichment;carbonatite, apatite in phoscorite, carbohydrothermal?; ;P, REE, PHLO; ; ; ; ;Occurrence; ;;apatite, phlogopite, magnetite;forsterite, amphibole, calcite, dolomite;;;;;carbonatite, ijolite, phoscorite, phlogopite glimmerite;;fenite, dolomite;;;;"Epshteyn and Kaban'kov (1984); Kholodov (2003); Kogarko and others (1995); Rundkvist and others (2001); Woolley and Kjarsgaard (2008)";1954;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2054;9101;Majgundinskaja group; ; ; ;site(?); ;Russian Federation;Respublika Buryatiya;56.4211;111.3562; ;alkaline igneous; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2055;9106;Mramornaya Gora; ; ; ;district or area(?); ;Russian Federation;Respublika Kareliya;61.95;30.647; ;other igneous deposit;skarn; ;U, P, REE; ; ; ; ;Occurrence; ;;apatite, uraninite (pitchblende), uranophane, coffinite, pyrrhotite, titanite, rutile, (leucoxene), galena, pyrite;calcite, dolomite, actinolite, diopside, wollastonite, garnet;Paleoproterozoic;;Paleoproterozoic;;marble, skarn;;mica schist;;;;"Finland Geological Survey (2012); Shurilov (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2056;9107;Muzilampi; ; ; ;district or area; ;Russian Federation;Respublika Kareliya;61.8;32.7167; ;other igneous deposit;granitic pegmatite; ;Nb, Ta, REE; ; ; ; ;Occurrence; ;xenotime, fergusonite;tantalite, columbite, pyrochlore, fluorite, sphalerite, galena;;Mesoproterozoic;;Mesoproterozoic;1550 Ma (U-Pb, zircon);rapakivi granite;;;albite, sericite, quartz, muscovite;;;Finland Geological Survey (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2057;9109;Neozhidannoye;Neozhidannoe, Neozhidanny; ;Ulkan;intrusion or complex; ;Russian Federation;Khabarovskiy kray;56.2395;134.5719; ;alkaline igneous;felsic plutonic U-REE, deposit related to peralkaline granite; ;Ta, Nb, REE, Be, Zr, U, Th, Hf; ; ; ; ;Deposit; ;monazite, xenotime, bastnäsite, gagarinite, synchysite, parisite;zircon, pyrochlore, columbite, thorite, phenakite, bertrandite, uranophane;aegirine, arfvedsonite, riebeckite, albite;;;;;quartz syenite, albitite;Ulkan complex;;;;;"Ariunbileg and others (2003); Larin (2014); Schneider and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;Ariunbileg and others (2003);Not compliant;"0.012533 Mt ""TR"" (total rare earths?)";Russian Federation +2058;9110;Neske-Vara; ; ; ;intrusion or complex; ;Russian Federation;Murmanskaya oblast' ;67.1826;30.9059; ;carbonatite; ;stockwork, veins;Nb, Ta, REE; ; ; ; ;Occurrence; ;apatite, monazite;apatite, magnetite, pyrochlore;tetraferriphlogopite, calcite, forsterite, diopside;;;;;carbonatite;;phoscorite, pyroxenite;;;;"Brassinnes and others (2005); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2059;9112;Niorkpakhk;Njorkpakhk, N'orkpakhkskoe; ;Khibiny;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.6674;34.1354;This deposit is mined by the Vostochny mine.;alkaline igneous;peralkaline igneous-associated;brecciated;REE, P; ; ; ; ;Deposit; ;apatite, loparite-(Ce);apatite, titanite, titanifeous magnetite, eudialyte, astrophyllite, galena;nepheline, aegirine, arfvedsonite, albite, microcline;Devonian;;Devonian;371 Ma (Rb-Sr, whole rock);urtite, albitite;;ijolite, melteigite;;PhosAgro- Apatit OJSC;Albitite is after nepheline syenite. Deposit consists of 4 horizons of lens-shaped bodies up to 2 km long and 130 m thick.;"Arzamastsev and others (2008); Chakhmouradian and Mitchell (2002); Finland Geological Survey (2012); Kozyrev and others (2001); PhosAgro (2015)";;;open pit;No production(?);;;;;60.623 reserve;;0.39;;;;;;;;;15.76% P2O5;2007;Finland Geological Survey (2012);NAEN compliant;;Russian Federation +2060;9113;Nizhnesayanskii;Nizhnii Sayan; ; ;intrusion or complex; ;Russian Federation;Irkutskaya oblast';53.517;100.517; ;carbonatite with residual enrichment; ; ;P, Nb, REE; ; ; ; ;Occurrence(?); ;bastnäsite, monazite, parisite;apatite, magnetite, thorite, pyrochlore, molybdenite, pyrite, sphalerite, galena, fluorite, strontianite;quartz, calcite, dolomite, ankerite, amphibole;;675-720 Ma (various);;;carbonatite, apatite-nepheline rock, urtite, syenite, urtite-melteigite-jacupirangite;;;;;;"Bagdasarov (1980); Kogarko and others (1995); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2061;9115;Nygvagan II; ; ; ;district or area; ;Russian Federation;Khabarovskiy kray;56.3;134.4167; ;other igneous deposit;pegmatite;veinlets, disseminations;Nb, Ta, REE; ; ; ; ;Occurrence; ;allanite, monazite;zircon, pyrochlore, columbite;albite, riebeckite, aegirine;;;;;pegmatite;;Neoproterozoic aegirine-riebeckite granosyenite;;;;"Ariunbileg and others (2003); Larin (1997)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2062;9116;Odikhincha; ; ; ;intrusion or complex(?); ;Russian Federation;Krasnoyarskiy kray;70.9262;103.0815; ;carbonatite(?); ; ;REE, P, PHLO, PGE; ; ; ; ;Occurrence; ;mosandrite;apatite, phlogopite, perovskite, titanite, pyrrhotite, pyrochlore;calcite, nepheline, pyroxene, lamprophyllite, biotite, amphibole, cancrinite, albite;Triassic;;Triassic;204-233 Ma (K-Ar, biotite);carbonatite(?), ijolite, nepheline syenite, jacupirangite, ultrabasic rocks;;Cambrian calcareous marl and dolomite, marble;;;;"Epshteyn and Kaban'kov (1984); Kogarko and others (1995); Rundkvist and others (2001)";1946;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2063;9117;Okunev;Okunevskoe; ; ;district or area; ;Russian Federation;Zabaykal'skiy kray;52.5488;116.7183; ;alkaline igneous; ; ;Be, REE, Pb; ; ; ; ;Occurrence; ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2064;9118;Olenii Ruchei;Oleniy ruchey, Reindeer Creek; ;Khibiny;district or area;P mine;Russian Federation;Murmanskaya oblast';67.67;34.2; ;alkaline igneous;peralkaline igneous-associated; ;P, REE; ; ; ; ;Deposit; ;apatite;apatite, titanite, titanifeous magnetite;nepheline, aegirine, arfvedsonite;Devonian;;Devonian;371 Ma (Rb-Sr, whole rock);urtite;;nepheline syenite;;North-Western Phosphorous Company OJSC;;"Arzamastsev and others (2008); Finland Geological Survey (2012); Ohki (2011); Savel'eva (2011)";;;open pit (for phosphate);No production;;;;;402.286 reserve;;0.38;;;;;;;;;15.64% P2O5;;Finland Geological Survey (2012);NAEN compliant;;Russian Federation +2065;9119;Oshurkovo; ; ; ;intrusion or complex; ;Russian Federation;Respublika Buryatiya;51.929;107.473; ;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;monazite, allanite;apatite, magnetite, ilmenite, rutile, barite, celestine;calcite, phlogopite;Lower Cretaceous;;Lower Cretaceous;118 ± 11 Ma (Rb-Sr, carbonatite);carbonatite;;apatite-bearing gabbroid;;;Four carbonatite bodies in a massif of apatite-bearing gabbroids.;Ripp and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2066;9120;Partomchorr;Partomchorrskoe; ;Khibiny;district or area; ;Russian Federation;Murmanskaya oblast';67.83;33.67; ;alkaline igneous;peralkaline igneous-associated; ;REE, P; ; ; ; ;Deposit; ;apatite;apatite, nepheline, aegirine, arfvedsonite, titanite, titanomagnetite;;Devonian;;Devonian;371 Ma (Rb-Sr, whole rock);urtite;;ijolite, melteigite, nepheline syenite;;North-Western Phosphorous Company OJSC;;"Finland Geological Survey (2012); Kozyrev and others (2001); Savel'eva (2011)";;;;No production;;;;;877.4 reserve;;0.2;;;;;;;;;;2007;Finland Geological Survey (2012);NAEN compliant;;Russian Federation +2067;9121;Pavlovsk;Pavlovskoye, Pavlovskoe; ; ;site(?); ;Russian Federation;Arkhangel'skaya oblast';72.86;53.574;Estimated location.;sedimentary(?);SEDEX, stratiform; ;Pb, Zn, Ag, REE; ; ; ; ;Showing; ;;;;;;;;;;;;ARMZ Uranium Holding Co.;;"JSC Atomredmetzoloto (2013); Bortnikov (2015)";;;;Not known;;;;;;;;;;;;;;;;;;;;;Russian Federation +2068;9122;Pavlovsky;Pavlovka, Pavlovskoe;Luzanovsk, Spetzugli; ;district or area;coal mine;Russian Federation;Primorskiy kray;44.0658;132.0815; ;coal deposit;lignite deposit; ;COAL, Ge, REE, Be, W, Au, U, PGE; ; ; ; ;Showing; ;;;;Miocene;;Miocene;;lignite, sandstone;;basic dikes;hydrothermal, argillization, carbonatization;;REE is localized within the coal field in high-ash beds, commonly near fault intersections.;"Klyucharev and others (2013); Seredin (1998); Seredin and Finkelman (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2069;9123;Pezinskoe; ; ; ;site(?); ;Russian Federation;Krasnoyarskiy kray;54.2598;92.087; ;alkaline igneous; ; ;REE, Nb; ; ; ; ;Occurrence; ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2070;9126;Pogranichnoe; ; ; ;intrusion or complex(?); ;Russian Federation;Respublika Buryatiya;56.5019;115.084; ;carbonatite; ;dike-shaped body;REE; ; ; ; ;Showing(?); ;monazite;magnetite, apatite, pyrochlore, strontianite;dolomite, aegirine, phlogopite, arfvedsonite;Neoproterozoic;;Neoproterozoic;;dolomite carbonatite;;;;;Carbonatite is metamorphosed to greenschist facies.;Ripp and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2071;9127;Pogskoe;Poginskii; ; ;intrusion or complex; ;Russian Federation;Primorskiy kray;44.4762;134.3382; ;alkaline igneous; ; ;Zr, Ta, Nb, REE; ; ; ; ;Occurrence; ;;;albite, zeolite, cancrinite;;;Jurassic(?);;albitite, nepheline syenite;;alkali granite, granite porphyry;;;;"Kogarko and others (1995); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2072;9128;Ponoiskii; ; ; ;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.017;39.2; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence(?); ;monazite;zircon, titanite, apatite, astrophyllite, fluorite;quartz, microcline, albite, aegirine, amphibole;;;Paleoproterozoic;2405 Ma (Pb, zircon);;;;;;Classification uncertain.;Kogarko and others (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2073;9129;Pravojumurchenskoe; ; ; ;site(?); ;Russian Federation;Krasnoyarskiy kray;56.9696;94.2199; ;alkaline igneous; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2074;9131;Rasvumchorr;Rosvumchor;includes Tsentralny mine (Central mine);Khibiny;district or area;P mine;Russian Federation;Murmanskaya oblast';67.6342;33.8913;Estimated location.;alkaline igneous;peralkaline igneous-associated; ;REE, P; ; ; ; ;Deposit; ;;apatite, titanite, titanifeous magnetite;nepheline, aegirine, arfvedsonite, feldspar;Devonian;;Devonian;;urtite;;ijolite, melteigite, nepheline syenite;;PhosAgro- Apatit OJSC;100- to 200-m-thick sheet-like apatite-nepheline body in urtite.;"Finland Geological Survey (2012); Kozyrev and others (2001); PhosAgro (2015)";;;open pit (for phosphate);No production;;;;;339.829 reserve;;0.35;;;;;;;;;12.81% P2O5;2007;Finland Geological Survey (2012);NAEN compliant;;Russian Federation +2075;9133;Rettihovka;Rettikhovsk; ; ;district or area;historic(?) coal mine;Russian Federation;Primorskiy kray;44.1809;132.7814; ;coal deposit;lignite deposit; ;COAL, REE, Au, PGE; ; ; ; ;Showing; ;;;;Eocene–Early Oligocene;;Eocene–Early Oligocene;;lignite, sandstone, siltstone, tuffite;;dacite;hydrothermal;;REE is localized within the coal field in high-ash beds, commonly near fault intersections.;"Rundkvist and others (2001); Seredin (1998); Seredin and Finkelman (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2076;9135;Sakhariok;Sakhariokskii, Sakharjok, Sacharijok; ; ;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.67;36.42; ;alkaline igneous;peralkaline igneous-associated; ;Zr, REE, Nb; ; ; ; ;Deposit; ;allanite, britholite, bastnäsite;zircon, pyrochlore, fluorite, apatite, galena;nepheline, calcite, aegirine, albite, microcline, aegirine-augite, amphibole, biotite, hastingsite;Neoarchean;;Neoarchean;2613–2682 Ma (U-Pb, zircon);nepheline syenite, miaskite, syenite;;biotite gneiss, granite;quartz, albite;;Syenite is metasomatically altered.;"Belolipetskii and Voloshin (1996); Finland Geological Survey (2012); Kogarko and others (1995); Zaitsev and others (2014a)";;;;No production;;;;;"1) 35.8 resource; 2) 3 resource";;1) 0.134;2) 0.2;;;;;;;;"1) 410 ppm Nb; 2) 0.8% ZrO2";1) 2007;"1) Finland Geological Survey (2012); 2) Zaitsev and others (2014)";Not compliant;;Russian Federation +2077;9136;Sallanlatvi;Sallanlatvinskii; ; ;intrusion or complex; ;Russian Federation;Murmanskaya oblast';66.95;29.167; ;carbonatite with residual enrichment;carbohydrothermal; ;Ba, Fe, Nb, REE; ; ; ; ;Occurrence; ;ancylite-(Ce), ancylite-(La), burbankite, mckelveyite-(Y), [nioboaeschynite-(Nd)], monazite, lueshite, parisite, bastnäsite, cerite, huangoite-(Ce), rhabdophane, cordylite, apatite;barite, lueshite, siderite, limonite, pyrochlore, apatite, titanite, magnetite, zircon, titanifeous magnetite, strontianite, sphalerite, pyrite, arsenopyrite;dolomite, ankerite, calcite, phlogopite, magnesite, cancrinite, natrolite, aegirine, chlorite;Devonian;;Devonian;377-383 Ma;dolomitic carbonatite, calcite carbonatite, ijolite, melteigite;;basalt;;;Apatite, barite, and REE are concentrated in the weathered crust.;"Arzamastsev and others (2002); Belolipetskii and Voloshin (1996); Chakhmouradian (1996); Finland Geological Survey (2012); Kogarko and others (1995); Wall and Zaitsev (2004); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2078;9139;Sash-Yular; ; ; ;district or area; ;Russian Federation;Khabarovskiy kray;56.45;132.9; ;shoreline placer; ; ;Ti, REE; ; ; ;average 8.2 kg/m3 monazite;Deposit; ;monazite;ilmenite, rutile;;;;;;sand;;;;;;Ariunbileg and others (2003);;;;No production;;;;;;0.0192 reserve;;;;;;;;0.082 reserve;;;;Ariunbileg and others (2003);Not compliant;;Russian Federation +2079;9140;Sebl'yavr;Seblyavr, Sebl'javr; ; ;intrusion or complex; ;Russian Federation;Murmanskaya oblast';68.717;32.133; ;carbonatite with residual enrichment;carbonatite, apatite in phoscorite;veins;P, Nb, Ta, REE; ; ; ; ;Occurrence; ;ancylite-(Ce), cordylite-(Ce), monazite-(Ce), loparite-(Ce), lueshite, burbankite, pyrochlore, bastnäsite, cerite, huangoite-(Ce), rhabdophane;apatite, magnetite, pyrochlore, (uranpyrochlore), barite, strontianite, pyrite, galena, sphalerite, zircon, titanite, titanifeous magnetite, zirconolite, baddeleyite, vermiculite;calcite, forsterite, ankerite, phlogopite, actinolite, quartz, chlorite;Devonian;;Middle–Upper Devonian;383–388 Ma (K-Ar, phlogopite, carbonatite);carbonatite, phoscorite;;granite gneiss, migmatite;;;;"Belolipetskii and Voloshin (1996); British Sulphur Corp. Ltd. (1987); Finland Geological Survey (2012); Kogarko and others (1995); Wall and Zaitsev (2004); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2080;9141;Seligdar;Seligdarskoe; ; ;intrusion or complex; ;Russian Federation;Respublika Sakha;58.6;125.18; ;carbonatite with residual enrichment(?);metamorphosed apatite-carbonate rock, hydrothermal-metasomatic, IOCG; ;Fe, P, REE; ; ; ; ;Deposit; ;apatite, monazite, allanite;apatite, zircon, rutile, tourmaline, topaz, pyrite, chalcopyrite, galena, magnesite, titanite, hematite;dolomite, calcite, quartz, phlogopite, serpentine, chlorite;Mesoproterozoic(?);1500-1400 Ma (estimate);;;apatite rock, syenite porphyry;;;;;Potassic alkaline igneous complex. Unclear if deposit high-temperature apatite-bearing carbonatite or phosphate mobilized from surrounding country rocks by metasomatism.;"Kogarko and others (1995); Mikhailov (1997); Möller (1989a); Seltmann and others (2010); Smelov and others (2010); Woolley and Kjarsgaard (2008); Zaitsev and others (2014a)";1972;;;No production;;;;;;4.4 resource;0.35;;;;;;;;;;;Zaitsev and others (2014);Not compliant;;Russian Federation +2081;9145;Sluchainaya;Vein Sluchainaya; ; ;district or area(?); ;Russian Federation;Respublika Kareliya;64.975;32.608333; ;other igneous deposit;pegmatite; ;Ta, Nb, Be, REE; ; ; ; ;Deposit; ;monazite;columbite-tantalite, pyrochlore, spodumene, beryl, fluorite, tourmaline;;Neoarchean;;;;pegmatite;;gabbroid;;;;Finland Geological Survey (2012);;;;No production;;;;;3.3 resource;;;;;;;;;;;;2007;Finland Geological Survey (2012);;;Russian Federation +2082;9146;Somnitel’nyy; ; ; ;intrusion or complex; ;Russian Federation;Respublika Sakha;68.4167;141.25; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;;zircon, columbite-tantalite, titanite, apatite, fluorite;quartz, plagioclase, albite, aegirine, amphibole, biotite, muscovite;;;Upper Jurassic–Lower Cretaceous;;alkali granite;;;;;;Trunilina and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2083;9147;Sopka Moskva; ; ; ;site(?); ;Russian Federation;Amurskaya oblast';49.715;130.4359; ;other igneous deposit; ; ;Sn, REE; ; ; ; ;Occurrence; ;;;;;;;;granite-granodiorite(?), leucogranite(?);;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2084;9148;Spirikha; ; ;Vishnevogorsky;intrusion or complex; ;Russian Federation;Chelyabinskaya oblast';55.999;60.5852;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;ultramafic rock, Paleoproterozoic gneiss and amphibolite;;;;Nedosekova and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2085;9149;Srednetatar;Zaangarskii, Srednetatarskii; ; ;intrusion or complex; ;Russian Federation;Krasnoyarskiy kray;58.4;93.583; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;eudialyte;astrophyllite, zircon, fluorite, låvenite, titanite, apatite;nepheline, microcline, aegirine;;660–675 Ma (various);;;ijolite, foyaite, syenite;;;;;REE minerals in pegmatites.;"Kogarko and others (1995); Vrublevskii and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2086;9150;Srednevorogovskii; ; ; ;intrusion or complex; ;Russian Federation;Krasnoyarskiy kray;61.25;90.033; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;loparite-(Ce), monazite, allanite, euxenite-(Y);apatite, fluorite, garnet, rutile, titanite, zircon, Nb-bearing rutile, pyrochlore, tourmaline, cassiterite, chalcopyrite, pyrite, pyrrhotite, molybdenite;quartz, biotite, arfvedsonite, riebeckite, albite, microcline;;;Neoproterozoic–Cambrian;526–567 Ma (K-Ar, nordmarkite, syenite);nordmarkite, peralkaline granite;;;;;;Kogarko and others (1995);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2087;9151;Sredneziminskoye; ; ; ;intrusion or complex; ;Russian Federation;Irkutskaya oblast';53.45;100.4333; ;carbonatite; ; ;Ta, Nb, REE, P, Zr, Ti; ; ; ; ;Occurrence; ;;;;;;;;carbonatite, ultramafic-alkaline rock;;;;;;"Ariunbileg and others (2003); Ivanov and others (2000); Rodionov and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2088;9152;Sukhoj Vegener; ; ; ;district or area; ;Russian Federation;Krasnoyarskiy kray;56.374;97.028; ;alkaline igneous; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2089;9153;Synnyr; ; ; ;intrusion or complex; ;Russian Federation;Irkutskaya oblast';56.917;111.333; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;eudialyte, allanite, apatite, bastnäsite;magnetite, titanite, rutile, zircon, perovskite, baddeleyite;biotite, nepheline, aegirine, cancrinite, garnet, phlogopite, wollastonite, epidote, corundum, staurolite, kyanite;;;Devonian–Carboniferous;300–400 Ma;nepheline syenite, pulaskite, shonkinite;;;;;;"Belolipetskii and Voloshin (1996); Hedrick and Templeton (1991); Kogarko and others (1995); Möller (1989a); Notholt (1979)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2090;9154;Taezhnoe;Taeznhy; ;Ulkan;district or area; ;Russian Federation;Khabarovskiy kray;56.2969;133.8596;Estimated location.;alkaline igneous;IOC deposit;veins, loads;REE, Be, Zr, Ta, Nb, U, Th, Hf; ; ; ; ;Occurrence; ;monazite, xenotime, bastnäsite, gagarinite, synchysite, parisite;zircon, pyrochlore, columbite, thorite, phenakite, bertrandite, uranophane;aegirine, arfvedsonite, riebeckite, albite, chlorite, serpentine;;;;;volcanic rock, metasomatic rock;Ulkan complex;;;;Veins and lodes in crush zones dissecting volcanic rock.;"Larin (2014); Schneider and others (2011); Seltmann and others (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2091;9156;Tangukta; ; ;Ulkan;site;U deposit;Russian Federation;Khabarovskiy kray;56.198;134.171;Estimated location.;other igneous deposit;epithermal U deposit; ;U, P, REE; ; ; ; ;Occurrence; ;synchysite, xenotime, monazite, bastnäsite;uraninite (pitchblende), uranophane, zircon, fluorapatite, brannerite, synchysite;albite, muscovite (sericite);Mesoproterozoic;;;;altered volcanic rock and granite;;;hydrothermal;;Vein and lenticular metasomatic bodies in crush zones in altered volcanic rocks and granite.;"Kirillov (2010); Larin (2014); Malyshev and others (2012); Schneider and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2092;9158;Tas-Jurjakhskoe; ; ; ;intrusion or complex(?); ;Russian Federation;Irkutskaya oblast';57.1926;115.1901; ;alkaline igneous; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2093;9159;Tatar;Tatarskoye; ; ;intrusion or complex; ;Russian Federation;Krasnoyarskiy kray;58.4;93.4667; ;carbonatite with residual enrichment; ; ;Fe, Nb, P, REE, Ta; ; ; ; ;Occurrence; ;eudialyte;pyrochlore, columbite-(Fe), apatite, titanite, fluorite, låvenite, zircon, astrophyllite;nepheline, feldspar, aegirine;;;;;weathered dolomite and calcite carbonatite, metasomatite;;"foyaite, ijolite; Proterozoic schist, marble, quartzite, amphibolite";;;;"Ariunbileg and others (2003); Chakhmouradian and others (2015); Kogarko and others (1995); Obolenskiy and others (1999); Smirnova (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2094;9160;Tikshozerskii; ; ; ;intrusion or complex; ;Russian Federation;Respublika Kareliya;66.283;31.667; ;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;ancylite, REE phosphates;magnetite, ilmenite, rutile;calcite, ankerite, dolomite;Proterozoic(?);;Paleoproterozoic;;carbonatite, ijolite, melteigite, olivinite;;;;;;"Ariunbileg and others (2003); Kogarko and others (1995)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2095;9161;Tommot; ; ; ;intrusion or complex; ;Russian Federation;Respublika Sakha;68.7083;141.25; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;loparite-(Ce), rinkite, chevkinite, yttrialite-(Y), monazite, Y-bearing titanite, fergusonite, gadolinite;apatite, titanite, innelite, lomonosovite, rinkite, labuntsovite, pyrochlore, zircon;albite, aegirine, amphibole, olivine, pyroxene;;;Middle Paleozoic;;syenite, larvikite, pulaskite, alkali granite, gabbroid;;ultramafic rock, fenite;;;"20 ore bodies and pegmatites in deposit; 0.1–0.2 percent Y in grab samples. Trunilina and others (2009) report that adjacent to the southern contact of the Tommot pluton is a small pluton (Somnitel’nyy, about 1 km2 in area) that is made of alkaline and subalkaline granites with rare-earth mineralization.";"Kogarko and others (1995); Nokleberg and others (1996); Trunilina and others (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2096;9162;Tomtor;Tomtorskoye;Burannyi; ;intrusion or complex; ;Russian Federation;Respublika Sakha;71.0436;116.564; ;"carbonatite with residual enrichment; carbonatite"; ; ;Nb, REE, Ta, P, Sc; ; ; ; ;Deposit; ;pyrochlore, monazite, bastnäsite, florencite, gorceixite, goyazite, rhabdophane, xenotime;pyrochlore, apatite, magnetite, rutile, columbite, Nb-bearing rutile, pyrite, vermiculite, carbonate-rich fluorapatite;calcite, dolomite, phlogopite, kaolinite, pyroxene;Lower Paleozoic–middle Paleozoic;;;;weathered carbonatite, dolomite and calcite carbonatite, nepheline syenite;;ultramafic rock, melteigite, ijolite, nepheline syenite, syenite, apatite-microcline-biotite rock;;ICT Group, Rostec;300 square km massif. Weathered carbonatite contains as much as 37 percent REO.;"Ariunbileg and others (2003); Badarch and others (2010); Chakhmouradian and others (2015); Chernyi and others (2014); Dobretsov and Pokhilenko (2010); Harben and Kužvart (1996); Kogarko and others (1995); Kravchenko and Pokrovsky (1995); Pell (1996); Smirnova (2012); Woolley and Kjarsgaard (2008); Weng and others (2015); Zaitsev and others (2014)a";;;;No production;;;;;"1) 1.18 demonstrated; 2) 150";2) 18;"1) 10.125; 2) 12";;;;;;;;;1) 6.71% Nb2O5, 0.048% Sc2O3;;"1) Zaitsev and others (2014); 2) Weng and others (2015)";"1) Not compliant; 2) Not compliant";1) Cutoff is 3.5% Nb2O5.;Russian Federation +2097;9163;Tsentralny mine;Central mine, Little Antarctica; ;Rasvumchorr;site;P mine;Russian Federation;Murmanskaya oblast';67.6274;33.8635;Estimated location.;"alkaline igneous; phosphorite"; ; ;P, REE; ; ; ; ;Occurrence; ;;apatite, titanite, titanifeous magnetite;nepheline, aegirine, arfvedsonite, feldspar;;;Devonian;;urtite;;;;;;Arzamastsev and others (2008);;;open pit (for phosphate);No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2098;9167;Tyrkan River area; ; ; ;district or area; ;Russian Federation;Khabarovskiy kray;56.5994;132.1262; ;alkaline igneous; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2099;9168;Tyrkan River area; ; ; ;district or area; ;Russian Federation;Khabarovskiy kray;56.0733;132.8508; ;alkaline igneous; ; ;REE, Nb; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2100;9169;Uchur-1; ; ; ;site; ;Russian Federation;Khabarovskiy kray;56.3639;133.9253; ;alkaline igneous; ; ;REE, Ta; ; ; ; ;Showing(?); ;;;;;;;;albitite, rapakivi and alkali granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2101;9170;Ulatayskoye; ; ; ;intrusion or complex(?); ;Russian Federation;Respublika Tyva;50.8417;92.2833; ;carbonatite;Fe-fluorite-REE carbonatite; ;Fe, REE, F, Ba; ; ; ; ;Occurrence; ;;fluorite, barite;;;;;;carbonatite;;"Middle–Upper Devonian sandstone; gabbro, diabase";;;Deposit contains 37–53 percent Fe.;"Ariunbileg and others (2003); Obolenskiy and others (1999)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2102;9171;Ulkan;Ulkanshoe;Birindya, Bugundya, Yuzhny, Tangukta, Upper Bugundya, Krutoe, Izvilisty, Neozhidanny, Ulkan; ;intrusion or complex(?); ;Russian Federation;Khabarovskiy kray;56.3169;134.8144; ;alkaline igneous;"ongonite; deposit related to peralkaline granite"; ;REE, Be, Zr; ; ; ; ;Occurrence; ;chevkinite, parisite, bastnäsite, gagarinite, monazite, xenotime, synchysite;columbite, zircon, cassiterite, wolframite, chrysoberyl, phenakite, pyrochlore, fluorite, polylithionite, bertrandite, helvine, gold, thorite, molybdenite, pyrite, chalcopyrite;riebeckite, aegirine, astrophyllite, biotite, albite, microcline, quartz;Paleoproterozoic;1700–1718 Ma;;;alkalic granitic stock, volcanics, peralkaline granite, alkali lamprophyre;Ulkan complex;;;;Mineralization resulted from hydrothermal and metasomatic processes.;"Ariunbileg and others (2003); Kirillov (2010); Larin (1997); Larin (2014); Nokleberg and others (1996); Rundqvist and others (1997)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2103;9172;Ulkan; ; ;Ulkan;site; ;Russian Federation;Khabarovskiy kray;56.2283;134.6118;Estimated location.;alkaline igneous; ; ;Ta, Nb, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Schneider and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2104;9173;Ulug-Adyr-Oj;Ulug-Odir-Oiy;includes Baj-Khol'; ;district or area; ;Russian Federation;Respublika Tyva;52.1034;97.9516; ;alkaline igneous;peralkaline granitoid-related Nb-Zr-REE;veins;Ta, Nb, REE, Ti, Zr; ; ; ; ;Occurrence; ;;;;;;;;alkali metasomatite, albitite;;Dugdinsk nepheline syenite, Neoproterozoic schist, alkali granite;;;;"Ariunbileg and others (2003); Obolenskiy and others (1999); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2105;9174;Ulug-Tanzek;Ulug-Tanzekskoe, Ulugh Tanzekskoe; ; ;intrusion or complex(?); ;Russian Federation;Respublika Tyva;50.39;96.19;Rundkvist and others (2001) gives 50.6535, 96.3371.;alkaline igneous;alkaline metasomatite; ;Ta, Nb, REE; ; ; ; ;Occurrence; ;;pyrochlore, låvenite, columbite, tantalite;quartz, microcline, albite;;;;;quartz-microcline-albite metasomatite, albitite;;quartz syenite, granosyenite, alkaline granite;;;;"Fetherston (2004); Kogarko and others (1995); Obolenskiy and others (1999); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2106;9175;Umbozero; ; ;Lovozero;district or area; ;Russian Federation;Murmanskaya oblast';67.89;34.44; ;alkaline igneous;peralkaline-associated; ;REE, Nb, Ta, Ti; ; ; ; ;Deposit; ;loparite-(Ce), eudialyte(?);eudialyte, magnetite, apatite, titanite;microcline;Devonian;;Devonian;;foyaite, lujavrite, nepheline syenite;;granite gneiss;;;;"Finland Geological Survey (2012); Fetherston (2004); Lehmann (2014); Ohki (2011); Petrov (2004)";;;underground;Producer;;;;First production reported in 1984.;180.469 reserve;;0.95;;;;;;;;;;2007;Finland Geological Survey (2012);;;Russian Federation +2107;9176;Ust-Mramorny; ; ; ;site(?); ;Russian Federation;"Yamalo-Nenentskiy avtonomnaya okrug +";67.4519;66.204;Estimated location.;other igneous deposit;metasomatic granite; ;Ta, Nb, REE; ; ; ; ;Occurrence; ;ytterbium-rich fergusonite, fergusonite-(Y);pyrochlore, (uranpyrochlore), [plumbopyrochlore], columbite, cassiterite;;;;;;metasomatically altered granitic rock;;;;;;"Smirnova (2012); Vasil'ev and others (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2108;9178;Varzugskaj; ; ; ;district or area; ;Russian Federation;Murmanskaya oblast';66.2859;36.9022;Location is in estuary of Varzuga River.;placer of unknown origin;offshore and (or) continental placers; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;;;;;;;Rundkvist and others (2001);;;;No production(?);;;;;;;;;;;;;;;;;;;;;Russian Federation +2109;9179;Verkhnekakganskoe; ; ; ;site(?); ;Russian Federation;Khabarovskiy kray;55.732;132.5298; ;alkaline igneous; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;albitite;;alkali granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2110;9180;Verkhne-Kundusskoye; ; ; ;site(?); ;Russian Federation;Respublika Tyva;50.2333;97.2167; ;alkaline igneous;alkaline metasomatite; ;Ta, Nb, REE, Zr, Hf; ; ; ; ;Occurrence; ;;zircon(?);;;;;;metasomatite;;granodiorite;;;Deposit is lens of metasomatite in granodiorite of Kundus-Balyktygkhem massif.;"Ariunbileg and others (2003); Obolenskiy and others (1999)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2111;9181;Verkhnesayanskii;Belaya Zima; ; ;intrusion or complex; ;Russian Federation;Irkutskaya oblast';53.45;100.417; ;carbonatite with residual enrichment; ; ;P, Ta, Nb, REE; ; ; ; ;Occurrence; ;ancylite, burbankite, parisite, monazite;apatite, barite, strontianite, thorite, titanite, zircon, pyrochlore, magnetite, pyrite;calcite, dolomite, ankerite, chlorite, quartz, zeolite, biotite;Upper Proterozoic;;Upper Proterozoic;725 ± 25 Ma (K-Ar, arfvedsonite, carbonatite);ankerite carbonatite, calcite carbonatite, urtite-melteigite-jacupirangite;;;;;;"Bagdasarov (1980); Kogarko and others (1995); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2112;9182;Verkne-Bugundya; ; ;Ulkan;site; ;Russian Federation;Khabarovskiy kray;56.3023;134.5003;Estimated location.;alkaline igneous; ; ;U, Ta, Nb, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Schneider and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2113;9183;Veseloe; ; ; ;intrusion or complex(?); ;Russian Federation;Respublika Buryatiya;56.6096;114.5099; ;carbonatite; ;dikes;REE; ; ; ; ;Showing(?); ;monazite;apatite, magnetite, rutile, zircon;calcite, riebeckite, richterite, phlogopite;Neoproterozoic;;Neoproterozoic;;carbonatite;;mica-quartz-albite schist;;;Carbonatite dikes in schist.;Ripp and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2114;9184;Vishnevogorsky;Vishnevye Gory, Vishnevye Mountains, Vishnevogorskii;Buldym, Khaldikha, Spirikha, Kagan; ;intrusion or complex; ;Russian Federation;Chelyabinskaya oblast';55.983;60.567; ;carbonatite; ; ;Ta, Nb, Zr, Ti, REE, P, Ba, F, Sr, Mo; ; ; ; ;Occurrence; ;allanite, monazite, aeschynite, pyrochlore, fersmite;magnetite, pyrochlore, zircon, ilmenite, apatite, titanite, thorite, sphalerite, rutile, brookite, pyrrhotite, pyrite;aegirine-augite, ankerite, calcite, dolomite, nepheline, albite, natrolite, feldspar, biotite, cancrinite, zeolite, calcite, olivine, enstatite, phlogopite, richterite, amphibole;;;;;carbonatite, nepheline syenite, fenite;;albitite, fenite;;;In the Ural Mountains. Past producer of ceramic raw materials.;"Chakhmouradian and Mitchell (2002); Chakhmouradian and others (2015); Kogarko and others (1995); Nedosekova and others (2009)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2115;9186;Vostok-2; ; ; ;district or area;W mine;Russian Federation;Primorskiy kray;46.5;135.9; ;other igneous deposit;W skarn; ;W, Cu, Mo, REE; ; ; ; ;Showing; ;;scheelite, arsenopyrite, chalcopyrite, pyrrhotite, sphalerite, apatite;actinolite, pyroxene, quartz, albite;Upper Cretaceous;;;;;;;;;Mineralization is along a contact of a stock with Upper Permian limestone and hornfels.;"Rabshevsky (1988); Seltmann and others (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2116;9188;Vuoriyarvi;Vyoriyarvinskoe;Neske-Vara, Tukhtavara; ;intrusion or complex; ;Russian Federation;Murmanskaya oblast';66.8;30.117; ;carbonatite;carbonatite, apatite-magnetite in phoscorite; ;Nb, P, Fe, Sr, Ba, REE, Ti, Zr, Th; ; ; ; ;Occurrence; ;apatite, monazite-(Ce), burbankite, calcioburbankite, ancylite-(Ce), carbocernaite, cordylite-(Ce), loparite-(Ce), perovskite, mckelveyite-(Y), kukharenkoite-(Ce), hydroxlbastnäsite-(Ce), donnayite-(Y), ewaldite;apatite, titanifeous magnetite, barite, celestine, baddeleyite, pyrochlore, perovskite, vermiculite, magnetite, pyrrhotite, zircon, titanite, chalcopyrite, alstonite, olekminskite;phlogopite, calcite, forsterite, dolomite, melilite, diopside;;;Middle–Upper Devonian;380–402 Ma (K-Ar, phlogopite, biotite, clinopyroxenite);calcite-dolomite carbonatite, ijolite, pyroxenite, clinopyroxenite;;phoscorite, melteigite;;;;"Arzamastsev and others (2002); Brassinnes and others (2005); Karchevsky and Moutte (2004); Kogarko and others (1995); Wall and Mariano (1996); Wall and Zaitsev (2004); Woolley and Kjarsgaard (2008); Zaitsev and others (2002)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2117;9189;Western Keivy;Western Keiv;includes Rovozero, Platongora, Yumperuaiv; ;intrusion or complex; ;Russian Federation;Murmanskaya oblast';67.783;36.5; ;alkaline igneous; ; ;Zr, REE, F; ; ; ; ;Occurrence; ;fluorbritholite-(Y), yttrialite-(Y), aeschynite-(Y), chevkinite-(Ce), fergusonite-(Y), monazite-(Ce), xenotime-(Y), bastnäsite-(Ce), anatase, allanite, astrophyllite, pyrochlore, Y-bearing titanite, thalénite-(Y), gadolinite, loparite-(Ce);zircon, fluorite, titanite, anatase, astrophyllite, pyrochlore, apatite, magnetite, sulfides, molybdenite;aegirine, arfvedsonite, quartz, microcline, albite, amphibole;;;Paleoproterozoic;"2100 ± 50 Ma (Sm-Nd); 2400 ± 50 Ma (Pb, zircon, titanite)";granosyenite, quartz syenite, alkaline granite, silexite;;;hydrothermal;;"Produces microcline (amazonite); potential Zr-REE deposit(?).";"Belolipetskii and Voloshin (1996); Kogarko and others (1995); Lyalina and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2118;9191;Yraas; ; ; ;intrusion or complex; ;Russian Federation;Krasnoyarskiy kray;70.2719;105.4626; ;carbonatite with residual enrichment; ; ;P, REE, Fe; ; ; ; ;Occurrence; ;;apatite, magnetite, phlogopite;amphibole, calcite;;;;;carbonatite, ijolite, ultrabasic rocks;;sandstone, fenitized rock;fenitization;;;"Epshteyn and Kaban'kov (1984); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2119;9192;Yukspor;Yuksporskoe; ;Khibiny;district or area; ;Russian Federation;Murmanskaya oblast';67.6538;33.7451;Estimated location, east of town of Kirovsky.;alkaline igneous;peralkaline-associated; ;P, NEPH, REE, Ti(?); ; ; ; ;Deposit; ;mosandrite (lovchorrite), apatite(?);apatite, titanite, titanifeous magnetite;nepheline, aegirine, arfvedsonite, feldspar;Devonian;;Devonian;;urtite;;ijolite, nepheline syenite;;PhosAgro- Apatit OJSC;100- to 200-m-thick sheet-like apatite-nepheline body in urtite.;"Finland Geological Survey (2012); Ivanyuk and others (2012); Kozyrev and others (2001); Ohki (2011); Tyrrell (1938)";;;;Past byproduct producer;;;;First production in about 1938.;542.2 reserve;;0.38;;;;;;;;;;2007;Finland Geological Survey (2012);;;Russian Federation +2120;9193;Yuzhnoe; ; ; ;intrusion or complex(?); ;Russian Federation;Respublika Buryatiya;51.6021;107.0511; ;carbonatite; ;dikes, breccia, blanket-shaped bodies;REE; ; ; ; ;Showing(?); ;bastnäsite, rhabdophane, parisite, monazite, loparite-(Ce), xenotime;barite;calcite, phlogopite, orthoclase;Lower Cretaceous;;Lower Cretaceous;122 ± 4 Ma (Rb-Sr, carbonatite);calcite carbonatite;;;;;Carbonatites include lithoclasts of diverse rocks, including clasts of carbonatite from an earlier crystallization phase.;"Doroshkevich and others (2008); Kholodov (2003); Kirillov (2010); Ripp and others (2009): Woolley and Kjarsgaard (2008)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Russian Federation +2121;9194;Yuznhy; ; ;Ulkan;site; ;Russian Federation;Khabarovskiy kray;56.3231;134.4501;Estimated location.;alkaline igneous; ; ;Be, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Schneider and others (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2122;9195;Zashikhinskoe;Zashikhinskoye, Zaschikhinskoe; ; ;intrusion or complex; ;Russian Federation;Irkutskaya oblast';53.6;98.75; ;alkaline igneous;alkaline metasomatite; ;Ta, Nb, Zr, REE, Li, Sn, Hf; ; ; ; ;Occurrence; ;fergusonite, gagarinite, monazite, xenotime, fluocerite;columbite, pyrochlore, zinnwaldite, polylithionite, zircon, cassiterite, thorite, cryolite, topaz;riebeckite, arfvedsonite, aegirine, albite, quartz, microcline;;;;;alkaline granite, alkaline metasomatite, albitite;;alkali granite;alibitization, metasomatism;;;"Ariunbileg and others (2003); Fetherston (2004); Seltmann and others (2010); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;Russian Federation +2123;4781;Aguas Dulces; ; ; ;district or area; ;Uruguay;Rocha;-34.3548;-53.7846; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, magnetite, zircon, rutile;;Cenozoic;;;;beach sand;;;;;Sand contains 2.5% heavy minerals.;Bossi (1978);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2124;4552;Alcobaça;Prado area;Ponta de Guaratiba; ;district or area; ;Brazil;Bahia;-17.3733;-39.2127; ;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Deposit;small deposit;monazite, xenotime, allanite;ilmenite, zircon, rutile, spinel, garnet, thorite, titanite(?);quartz, staurolite, kyanite;Upper Tertiary (Neogene?) or Pleistocene–Holocene;;;;dune and beach sand;;;;Nuclebras de Monazita e Associados Ltda (1989);Placer are extends intermittently from Alcobaça in the south to Cumururatiba in the north. Deposit contains 0.47% monazite.;"Anstett (1986); Azevedo Branco (1984); Brasil Departamento Nacional de Produção Mineral (2001); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Lapido-Loureiro (1994); Lapido-Loureiro (2013); Leonardos (1974); Neary and Highley (1984); Overstreet (1967); Vasconcelos and others (2009)";;;;Past byproduct producer;;;;;;2) 0.002549 measured;;;;;1) 11.8;;;"1) 0.004478 reserve; 2) 0.004248 measured";1) 0.4;;2) 1999;"1) Lapido-Loureiro (1994); 2) Brasil Departamento Nacional de Produção Mineral (2001)";Not compliant;Monazite contains 60.0% TREO.;South America +2125;4553;Alto da Madalena; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-30.7511;-52.3361; ;alluvial placer; ; ;Sn, REE, Zr; ; ; ; ;Showing; ;monazite;cassiterite, zircon;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2126;4554;Anchieta; ;includes Parati, Imbiri, Pipa de Viho, Mãebá; ;district or area; ;Brazil;Espírito Santo;-20.767;-40.583; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon;quartz;Upper Tertiary (Neogene?);;;;sediments;Grupo Barreiras and younger units;;;Nuclebras de Monazita e Associados Ltda. (1988);Small modern beach placers, elevated bars. Monazite contains about 5.2% ThO2. Probably depleted.;"Anstett (1986); Azevedo Branco (1984); Brasil Departamento Nacional de Produção Mineral (2001); Jackson and Christiansen (1993); Overstreet (1967); Roskill Information Services (1988)";;;;Past producer(?);;;;;;0.006461 measured;;;;;;;;0.0747 measured;;;1999;Brasil Departamento Nacional de Produção Mineral (2001);Not compliant;Monazite contains 8.65% TREO.;South America +2127;4555;Angico dos Dias; ; ; ;intrusion or complex;P producer;Brazil;Bahia;-9.3228;-43.4045; ;carbonatite with residual enrichment; ; ;P, REE; ; ; ; ;Occurrence; ;apatite, monazite;apatite, calcite, phlogopite, hematite, magnetite, baddeleyite, zircon, galena, sphalerite, pyrite;;Paleoproterozoic;;Paleoproterozoic;~2000 Ma;carbonatite, syenite, pyroxenite;;;;Galvani;Carbonatite has been metamorphosed.;"Antonini and others (2003); Lapido-Loureiro (2013); Mariano (1989)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2128;4556;Anitápolis; ; ; ;intrusion or complex;P producer;Brazil;Santa Catarina;-27.8204;-49.0875; ;carbonatite with residual enrichment; ; ;P, REE; ; ; ; ;Occurrence; ;apatite;apatite, magnetite;pyroxene, biotite, phlogopite, amphibole, olivine;Lower Cretaceous;;;;ijolite, peralkaline syenite, pyroxenite, nepheline syenite, glimmerite, weathered carbonatite;;;;;;"Azevedo Branco (1984); Mariano (1989); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2129;4557;Apodi; ; ; ;district or area; ;Brazil;Rio Grande do Norte;-5.6858;-37.7919; ;alluvial placer;area of alluvium; ;SND, Ti, REE, Zr; ; ; ; ;Showing; ;monazite;sand, ilmenite, rutile, magnetite, zircon, staurolite;tourmaline, feldspar;;;;;alluvial sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2131;4560;Araxa;Barreiro;"Área Zero; CBMM, MBAC, and Vale Fertilizantes properties";Alto Paranaiba complex;intrusion or complex;Nb-P producer;Brazil;Minas Gerais;-19.6599;-46.9448; ;carbonatite with residual enrichment; ; ;Nb, P, REE, Ba; ; ; ; ;Deposit; ;monazite, xenotime, gorceixite, goyazite, apatite, [bariopyrochlore], calcite, ancylite, cerianite-(Ce), pyrochlore;apatite, [bariopyrochlore], barite, magnetite, gorceixite, ilmenite, hematite, gibbsite, boehmite, pandaite, pyrochlore, vermiculite, isokite, pyrite;dolomite, arfvedsonite, aegirine-augite, goethite, limonite, kaolinite, quartz;Upper Cretaceous;;Upper Cretaceous;87.2 ± 4.4 Ma (K-Ar, biotite, glimmerite);beforsite, glimmerite, sövite, some pyroxenite;;Araxa Group quartzite and schist;lateralization;MBAC Fertilizer Corp.;Weathered carbonatite with three separate deposits. Barreiro Complex is circular and about 4.5 km in diameter. World's largest Nb reserve.;"Ackroyd (2012); Azevedo Branco (1984); Botelho (2014); Castor (1994); Clarke (2012); Clay and Ackroyd (2013); Filho and others (2005); Mariano (1989); McNeil (1979); Morteani and Preinfalk (1996); Neary and Highley (1984); Silva (1986); Singer (1998); Syrett (2012h); Traversa and others (2001); Woolley (1987)";;;;No production;;;;;450;8.1;1.8;;;;;;;;;;;Filho and others (2005);;;South America +2132;4561;Araxá (CBMM); ; ;Araxá;district or area;Nb producer;Brazil;Minas Gerais;-19.666;-46.9351; ;"carbonatite with residual enrichment; tailings";"laterite; Nb tailings"; ;Nb, REE, P; ; ; ; ;Deposit; ;monazite;[bariopyrochlore], pyrochlore, apatite;;;;Upper Cretaceous;;dolomite carbonatite, phlogopite;;;;"Companhia Brasileira de Metalurgia e Mineração (CBMM); CODEMIG";;"Ackroyd (2012); BNamericas (2012); de Campos and others (2014)";;;;Producer;De Campos and others report production of REE in 2014.;;;;820 total reserves;26.69;3.25;;;;;;;;;;;de Campos and others (2014);Not compliant(?);;South America +2133;4562;Araxá (MBAC); ; ;Araxá;district or area; ;Brazil;Minas Gerais;-19.649;-46.9385; ;carbonatite with residual enrichment;laterite; ;REE, Nb, P; ; ; ; ;Deposit; ;monazite, gorceixite, goyazite;magnetite, hematite, Nb-bearing rutile, pyrochlore;quartz, dolomite;;;Upper Cretaceous;;dolomite carbonatite, phlogopite;;;;MBAC Fertilizer Corp.;Most of the REE is in the monazite, which is very fine-grained.;"Ackroyd (2012); Clay and Ackroyd (2013); Nicholls (2012)";;;;No production;;;;;;28.28 measured+indicated+inferred;4.21;;2;;;;;;;;2012;Ackroyd (2012);NI 43-101 compliant;Mineralization is open to the north.;South America +2134;4563;Araxá (Vale Fertilizantes); ; ;Araxá;district or area;P mine;Brazil;Minas Gerais;-19.6636;-46.9614; ;carbonatite with residual enrichment;laterite; ;P, Nb, REE; ; ; ; ;Deposit; ;monazite;apatite;;;;Upper Cretaceous;;dolomite carbonatite, phlogopite;;;;Vale Fertilizantes;;"Ackroyd (2012); de Campos and others (2014)";;;;No production;;;;;450 estimated;8;;;;;;;;;;;2010(?);de Campos and others (2014);;;South America +2135;4564;Area Leste;East Mine; ;Catalao I–Catalão de Goias;site;Nb mine;Brazil;Goiás;-18.1344;-47.7982; ;carbonatite with residual enrichment; ; ;Nb, REE; ; ; ; ;Occurrence; ;;pyrochlore, apatite, anatase, magnetite, barite;;;;;;;;;;Anglo American Plc;Nb, and presumably REE, are in lateritic ore.;Guimarães and Weiss (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2136;4565;Arenópolis;Areianopolis; ; ;intrusion or complex; ;Brazil;Goiás;-16.367;-51.533; ;alkaline igneous; ;dikes;Zr, REE; ; ; ; ;Occurrence; ;baddeleyite, eudialyte;baddeleyite;albite, orthoclase, nepheline, aegirine, analcime, biotite, cancrinite, zeolite, olivine, pyroxene;Cretaceous(?);;;;nepheline syenite, laterite;;alkali metagabbro, ijolite, melteigite, pyroxenite, foyaite;;;Rare earths concentrated in dikes within the syenite.;"Villas-Boas (2011); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2137;4566;Arroio Canoas; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.3131;-52.3311; ;alluvial placer; ; ;W, Ti, REE; ; ; ; ;Showing; ;monazite;scheelite, ilmenite, rutile, magnetite;quartz, tourmaline;;;;;sand;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2138;4567;Arroio Caraja; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-30.7522;-52.2369; ;alluvial placer; ; ;Sn, REE; ; ; ; ;Showing; ;monazite;cassiterite;quartz;;;;;gravel;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2139;4568;Arroio Caraja; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-30.7722;-52.2525; ;alluvial placer; ; ;Sn, REE, Zr; ; ; ; ;Showing; ;monazite;cassiterite, zircon;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2140;4569;Arroio das Pedras; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-30.7081;-52.3853; ;alluvial placer; ; ;Sn, REE, Zr; ; ; ; ;Showing; ;monazite;cassiterite, zircon;quartz;;;;;sand;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2141;4570;Arroio do Padre; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.4414;-52.3669; ;alluvial placer; ; ;W, Ti, REE; ; ; ; ;Showing; ;monazite;scheelite, ilmenite, rutile, magnetite, hematite, pyrite, sillimanite, garnet;quartz;;;;;gravel;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2142;4571;Arroio Pimenta; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.3872;-52.3717; ;alluvial placer; ; ;W, Ti, REE; ; ; ; ;Showing; ;monazite;scheelite, ilmenite, rutile, magnetite, garnet;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2143;4572;Arroio Pirai; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.245;-54.2367; ;alluvial placer;placer; ;Sn, Ti, Cr, REE; ; ; ; ;Showing; ;monazite;cassiterite, ilmenite, magnetite, chromite;quartz;;;;;alluvial sediment;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2144;4573;Arroio Poranduba; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.3467;-52.3833; ;alluvial placer; ; ;W, Ti, REE, Zr; ; ; ; ;Showing; ;monazite;scheelite, ilmenite, rutile, magnesite, zircon, garnet;quartz;;;;;gravel;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2145;4574;Arroio Quilombo; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.5247;-52.4736; ;alluvial placer; ; ;W, Ti, REE; ; ; ; ;Showing; ;monazite;scheelite, ilmenite, rutile, magnetite, pyrite, zircon, garnet;quartz, tourmaline;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2146;4575;Arroio Quilombo; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.5428;-52.4569; ;alluvial placer; ; ;W, Ti, REE; ; ; ; ;Showing; ;monazite;scheelite, ilmenite, magnetite, pyrite, zircon, garnet;quartz, tourmaline;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2147;4576;Arroio Santa Maria Chico; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.0022;-54.3633; ;alluvial placer; ; ;Sn, Au, REE; ; ; ; ;Showing; ;monazite;cassiterite, gold;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2148;4577;Arroio Tabuleiro; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.0067;-54.0617; ;alluvial placer; ; ;Au, Ti, REE; ; ; ; ;Showing; ;monazite;gold, ilmenite, magnetite;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2149;4578;Arroio Tambor; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-30.7231;-52.4703; ;alluvial placer; ; ;Sn, REE, Zr; ; ; ; ;Showing; ;monazite;cassiterite, zircon;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2150;4579;Arroio Taquaremboshinho; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.0279;-54.3601;Uncertain location.;alluvial placer; ; ;Au, REE; ; ; ; ;Showing; ;monazite;gold;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2151;4782;Atlántida; ; ; ;district or area; ;Uruguay;Canelones;-34.7714;-55.7925; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, magnetite, rutile;;;;;;beach sand;;;;;"Sand contains an average of 30% heavy minerals; ilmenite composes 82% of the heavy minerals and monazite 2.3%.";"Jackson and Christiansen (1993); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2152;4580;Bagé; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.2833;-54.0783; ;alluvial placer;placer; ;Sn, Ti, REE; ; ; ; ;Showing; ;monazite;cassiterite, chalcopyrite, ilmenite;quartz;;;;;alluvial sediment;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2153;4581;Baixa Grande; ; ; ;district or area; ;Brazil;Rio Grande do Norte;-6.0881;-36.5181; ;alluvial placer;area of alluvium;stratiform;SND, Ti, REE, Zr; ; ; ; ;Showing; ;monazite;sand, ilmenite, rutile, magnetite, zircon, staurolite, garnet;tourmaline, feldspar;;;;;alluvial sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2154;4780;Bakhuis Mountains - K/3 Deposit; ; ; ;intrusion or complex; ;Suriname;Sipaliwini;4.433;-57.067; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;;apatite, wavellite;;Upper Archean–Lower Proterozoic;2000–2600 Ma;;;"plagioclase-apatite-clinopyroxene rock; clinopyroxene-bearing syenite; monzonite; mangerite; pelitic, quartzitic and calcsilicate gneiss and granulite; mafic to ultramafic igneous rocks";;;;;;Dahlberg (1989);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2155;4582;Bambuí; ; ; ;district or area; ;Brazil;Minas Gerais;-20.034;-45.952;Estimated location near town of Bambuí.;other igneous deposit;veins, diatremes, breccia; ;U, Th, REE; ; ; ; ;Showing; ;;;;;;;;;;Bambuí Group sediments;;;6.2% total rare earth oxides + thorium oxide reported in sample of unknown type.;"Lapido-Loureiro (1994); Lapido-Loureiro (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2156;4583;Banhado do Bocarra; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.325;-54.1917; ;alluvial placer;placer; ;Sn, Ti, REE; ; ; ; ;Showing; ;monazite;cassiterite, ilmenite;quartz;;;;;alluvial sediment;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2157;4585;Barra do Itapirapuã I;Itapirapuã; ;Barra do Rio Itapirapuã;district or area; ;Brazil;São Paulo;-24.6789;-49.2369;Estimated location.;carbonatite; ; ;F, Ba, REE; ; ; ; ;Occurrence; ;REE-bearing fluorocarbonates;apatite, fluorite, barite;quartz;;;;;ferrocarbonatite, magnesiocarbonatite;;Neoproterozoic granite;hydrothermal;;;"Andrade and others (1999b); Lapido-Loureiro (2013); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2158;4586;Barra do Itapirapuã II;Barra do Itapirapuã; ;Barra do Rio Itapirapuã;district or area; ;Brazil;Paraná;-24.6998;-49.1877;Estimated location.;carbonatite; ; ;REE; ; ; ; ;Deposit; ;bastnäsite-(Ce), synchysite-(Ce), parisite-(Ce);apatite, barite, fluorite;quartz;;;;;ferrocarbonatite, granite(?);;;hydrothermal;;Body is oval in shape.;"Andrade and others (1999b); Lapido-Loureiro (2013); Woolley (1987)";;;;No production;;;;;2.390 estimate;0.308;1.29;;;;;;;;;;early 1980's;Lapido-Loureiro (1994);Not compliant;;South America +2159;4588;Barra do Riacho; ; ; ;district or area; ;Brazil;Espírito Santo;-19.8367;-40.0663; ;shoreline placer(?); ; ;REE, Th, Ti, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2160;4584;Barra do Rio Itapirapuã;Itapirapuã, Barra do Itapirapuã;Barra do Itapirapuã I, Barra do Itapirapuã II; ;intrusion or complex;Fe mine;Brazil;São Paulo;-24.6849;-49.2203;"Barra do Itapirapuã I and II are located on opposite sides of Riberia do Iguape; the former in State of São Paulo and the latter in Paraná.";carbonatite;carbonatite dikes and stockwork; ;F, Ba, REE; ; ; ; ;Occurrence; ;bastnäsite-(Ce), synchysite-(Ce), parisite-(Ce), ancylite;barite, pyrochlore, apatite, fluorite, hematite, galena, strontianite, sphalerite;calcite, quartz, ankerite, dolomite, richterite, phlogopite, nahcolite, melilite;;;Lower Cretaceous;;weathered ankerite carbonatite (sövitic), magmatic breccia, fenite, pulaskite;;Neoproterozoic granite;hydrothermal;;"As much as 6% REE in hematite mine; soils above the carbonatite are reported to contain >11 wt. percent REE. REE probably from hydrothermal solutions.";"Andrade and others (1999a); Andrade and others (1999b); Lapido-Loureiro (2013); Mariano (1989); Ruberti and others (2002); Ruberti and others (2008); Ulbrich and Gomes (1981); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2161;4589;Beberibe; ; ; ;district or area; ;Brazil;Ceará;-4.1712;-38.0922;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;"Lapido-Loureiro (1994); Lapido-Loureiro (2013); Villas-Boas (2011)";;;;No production;;;;;;;;;;;1.58;;;0.0208 reserve;0.029;;;Lapido-Loureiro (1994);Not compliant;;South America +2162;4783;Bella Vista; ; ; ;district or area; ;Uruguay;Maldonado;-34.8107;-55.3407; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, magnetite, rutile;;;;;;beach sand;;;;;Sand is reported to contain 18.4% heavy minerals.;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2163;4590;Belmonte; ; ; ;district or area; ;Brazil;Bahia;-15.8681;-38.8627;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;"Lapido-Loureiro (1994); Lapido-Loureiro (2013); Villas-Boas (2011)";;;;No production(?);;;;;;;;;;;2.86;;;0.0036 reserve;0.035;;;Lapido-Loureiro (1994);Not compliant;;South America +2164;4756;Berlin; ; ; ;site;U deposit;Colombia;Caldas;5.6001;-74.9684;check SNL loc against this.;uranium deposit;sandstone-hosted uranium; ;U, P, V, Mo, REE, Ni; ; ; ; ;Occurrence; ;bastnäsite, monazite;uraninite, coffinite, brannerite, uraninite (pitchblende), apatite, fluorapatite, pyrite, sphalerite;;Lower Cretaceous;;Lower Cretaceous;;sandstone, limestone, shale;Abejorral Formation;;;U3O8 Corp. (2012);Stratiform U mineralization below calcareous mudstone.;"Inwood and others (2012); Saywell (2012)";;;underground;No production;;;;;;;;;;;;;;;;;;;;;South America +2166;4591;Boa Vista; ; ; ;district or area; ;Brazil;Espírito Santo;-21.1672;-40.9164; ;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, rutile, magnetite;;;;;;sand;;;;;;"CPRM (2013); Lapido-Loureiro (1994); Lapido-Loureiro (2013); Schobbenhaus and others (2004)";;;;No production(?);;;;;;;;;;;11;;;0.00157 reserve;0.44;;;Lapido-Loureiro (1994);Not compliant;;South America +2167;4593;Boca Nova; ; ; ;intrusion or complex; ;Brazil;Pará;-1.85;-47.0333; ;alkaline igneous; ; ;P(?), REE; ; ; ; ;Showing(?); ;monazite;apatite(?);;;;Neoproterozoic;;nepheline syenite;;;;;;"Klein and others (2012); Lapido-Loureiro (2013); Rezende (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2168;4595;Brejo Grande - Pacatuba; ; ; ;district or area; ;Brazil;Sergipe;-10.5;-36.433; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon;;Holocene;;;;sediments;;;;;;Azevedo Branco (1984);;;;No production;;;;;;;;;;;;;;0.062;;;;Azevedo Branco (1984);Not compliant;;South America +2169;4596;Buena;São Francisco de Itabapoana;includes Buena Norte and Buena Sol; ;district or area;active HM mine;Brazil;Rio de Janeiro;-21.4121;-41.0073; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, sillimanite, spinel;quartz;;;Upper Tertiary (Neogene?);;dune and beach sand;Barreiras Formatiion;;;Indústrias Nucleares do Brasil SA (INB);0.83% monazite.;"Chakmouradian and Wall (2012); Jackson and Christiansen (1993); Lapido-Loureiro (1994); Lapido-Loureiro (2013); Viera and Lins (1997)";;;open pit;Past byproduct producer(?);Lapido-Loureiro (2013) reported that Buena reserves were depleted and mining suspended.;;;;;;;;;;;;;;;;;;;;South America +2170;4597;Buena Norte;Norte de Buena;Norte de Buena; ;site; ;Brazil;Rio de Janeiro;-21.5425;-41.0909; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, sillimanite, spinel;quartz;Upper Tertiary (Neogene?);;;;dune and beach sand;Barreiras Formatiion;;;Indústrias Nucleares do Brasil SA (INB);Jackson and Christiansen (1993) report 0.83% monazite in this deposit.;"Jackson and Christiansen (1993); Lapido-Loureiro (1994); Lapido-Loureiro (2013); Van Gosen and others (2010)";;;;Past byproduct producer(?);Lapido-Loureiro (2013) reported that Buena reserves were depleted and mining suspended.;;;;;;;;;;11.7;;;0.00769 reserve;0.49;;;Lapido-Loureiro (1994);Not compliant;;South America +2171;4599;Bujurú;Bojuru; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.4961;-51.4297;Estimated location.;shoreline placer(?); ; ;Ti, REE; ; ; ; ;Showing; ;monazite(?);ilmenite;quartz;;;Holocene;;dune sand;;;;;;"Van Gosen and others (2010); Villas-Boas (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2172;4503;Cachi; ; ; ;district or area; ;Argentina;Salta;-25.0864;-66.2777;Estimated location.;other igneous deposit;pegmatite; ;REE, Nb, Th, Ta, U, Sn, Ga; ; ; ; ;Occurrence(?); ;;;;;;Neoproterozoic;;gneiss;;Neoproterozoic gneiss;;Artha Resources Corp.;Pegmatite intrusions have strike length of 40 km and intrude older gneiss.;"Artha Resources Corp. (2010a); Artha Resources Corp. (2012); López (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2173;4600;Cachoeira; ; ; ;district or area; ;Brazil;Rio Grande do Norte;-5.7122;-37.5517; ;sedimentary;area of continental sand and gravel;stratiform;SND, Ti, REE, Zr; ; ; ; ;Showing; ;monazite;sand and gravel, ilmenite, rutile, magnetite, staurolite, garnet;feldspar;;;;;continental sand and gravel;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2174;4601;Caiapó; ; ; ;intrusion or complex; ;Brazil;Goiás;-16;-51.75; ;carbonatite with residual enrichment; ; ;Sr, Ba, REE; ; ; ; ;Occurrence; ;;siderite, barite, rutile, pyrochlore;dolomite, calcite, ankerite;;;;;carbonatite, carbonatitic breccia, ijolite, monchiquite, silexite, fenite;;;;;Anomalous Sr, Ba, REE in the lateritic cover.;"Gomes and others (1990); Villas-Boas (2011); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2175;4602;Campinas; ; ; ;site(?); ;Brazil;Rio Grande do Sul;-30.8942;-52.995; ;sedimentary; ; ;W, Th, REE, Ti; ; ; ; ;Showing; ;monazite;scheelite, ilmenite;;;;;;conglomerate;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2176;4603;Campo do Cercado;Setor C-09, Sector C-09;Osamu Utsumi mine;Poços de Caldas;district or area;U-Zr-REE-Th deposit;Brazil;Minas Gerais;-21.9467;-46.5019; ;alkaline igneous; ;breccia;U, Mo, Zr, REE; ; ; ; ;Occurrence; ;monazite;uraninite, autunite, pyrite, rutile, fluorite, apatite, zircon;;;;;;;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2177;4604;Campos Quevedos; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.1788;-52.3833; ;alluvial placer; ; ;Sn, Ti, REE, Zr; ; ; ; ;Showing; ;monazite;cassiterite, ilmenite, magnetite, zircon, sillimanite, garnet;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2178;4792;Caño Aguamena; ; ; ;district or area; ;Venezuela;Bolívar;6.2626;-67.3192; ;"alluvial placer(?); supergene"; ; ;Sn, Ta, Nb, U, Th, REE, Ti, Pb, Fe; ; ; ; ;Showing; ;monazite;cassiterite, tantaliferous columbite, stanniferous rutile;;;;;;alluvium, laterite;;;;;"Heavy mineral concentrations of 13 g/m3 to 11 kg/m3 are reported; placers are a few kilometers downslope from probable source pegmatites and quartz veins in the Parguaza Granite.";"Brooks and Gray (1993); Integrated Nuclear Fuel Cycle Information Systems (2013b); Wynn (1993)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2179;4504;Cantera Green; ; ; ;site; ;Argentina;San Luis;-35.0712;-65.4648; ;paleoplacer(?); ; ;Ti, Zr, REE, Th, SS; ; ; ; ;Deposit(?); ;monazite;rutile, zircon, ilmenite;quartz;;;Cambrian ;;metasediments;;;;;Possibly paleodunes.;"Chernicoff and others (2007); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;Producer(?);Active quarry, IAEA site says recovers monazite.;;;;;;;;;;;;;;;;;;;;South America +2180;4505;Cantera Longa -Vaca; ; ; ;site; ;Argentina;La Pampa;-35.1212;-65.072; ;paleoplacer(?); ; ;SS, Ti, Zr, REE, Th; ; ; ; ;Deposit(?); ;monazite;rutile, zircon, ilmenite;quartz;;;Ordovician;;metasediments;;;;;Possibly paleodunes.;"Chernicoff and others (2007); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;Byproduct producer(?);Active quarry, IAEA site says recovers monazite.;;;;;;;;;;;;;;;;;;;;South America +2181;4605;Careaçu; ; ;Rio Sapucaí, São Gonçalo do Sapucai;district or area; ;Brazil;Minas Gerais;-22.033;-45.7;Latitude and Longitude values are for town of Careacu.;placer of unknown origin; ; ;Ti, REE, Th, Zr, Au; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, gold;;;;;;;;;;;;"Brasil Departamento Nacional de Produção Mineral (2010); Jackson and Christiansen (1993); Lapido-Loureiro (2013); Villas-Boas (2011)";;;;No production;;;;;;0.000635 measured;;;;;;;;0.001092 measured;;;2009;Brasil Departamento Nacional de Produção Mineral (2010);Not compliant;;South America +2182;4607;Catalão I; ;includes Mine I, Mine II, Area Leste, Lagoa Seca, Córrego do Garimpo, Chapadão;Alto Paranaiba complex;intrusion or complex;Nb-P producer;Brazil;Goiás;-18.1216;-47.8022; ;carbonatite with residual enrichment;residual, laterite; ;Nb, P, Ti, VRM, REE; ; ; ; ;Deposit; ;Ce-Ba-pyrochlore, gorceixite, apatite, monazite, florencite, ancylite, goyazite, anatase, rhabdophane;pyrochlore, apatite, vermiculite, gorceixite, perovskite, fluorapatite, ilmenite, titanite, barite, hematite, magnetite, zircon, gibbsite, böhmite, svanbergite, goyazite, vivianite, hinsdalite, carbonate-rich apatite (collophane), lusungite, cahnite, pyrite;phlogopite, sericite, olivine, carbonate, amphibole, pyroxene, feldspar, nepheline, aegirine, quartz, kaolinite, goethite;Upper Cretaceous;82.9 ± 4.2 Ma (K-Ar, alkali syenite);;;carbonatite, pyroxenite, serpentinized peridotite, glimmerite;;;;Fosfertil/Vale Fertilizantes;Plug 6 km in diameter. Minor producer of byproduct REE (Ce).;"Azevedo Branco (1984); Carvalho and Bressen (1989); Gierth and Baecker (1984); Guimarães and Weiss (2008); Hirano and others (1990); Lapido-Loureiro (2013); Mariano (1989); Morteani and Preinfalk (1996); Pinheiro (2008); Singer (1998); Villas-Boas (2011); Woolley (1987)";;;;Byproduct producer;Minor producer byproduct REE (Ce).;;Villas-Boas (2011);Minor producer of byproduct REE (Ce);10;0.09;0.9;;;;;;;;;;;Hirano and others (1990);Not compliant;;South America +2183;4608;Catalão II; ;includes Boa Vista;Alto Paranaiba complex;intrusion or complex; ;Brazil;Goiás;-18.0479;-47.8747;15 km north of Catalão I.;carbonatite with residual enrichment;residual, laterite; ;Nb, P, REE, Ti; ; ; ; ;Occurrence; ;pyrochlore, REE phosphates and carbonates;magnetite, pyrochlore, apatite, zirconolite, baddeleyite, columbite-tantalite, vermiculite, barite, Ba-pyrochlore, perovskite;calcite, phlogopite, feldspar, amphibolite, goethite;Upper Cretaceous;83 Ma (Rb-Sr);;;pyroxenite, syenite, phoscorite, carbonatite, lamprophyre;;;;;"Deposit is Nb resource composed up of two ""pipes"" that are masses of veins and dikes.";"Bilal and others (2012); Carvalho and Bressen (1989); Eby and Mariano (1992); Guimarães and Weiss (2008); Pell (1996); Schobbenhaus and others (2004); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2184;4768;Caty-Pablo; ; ;Huajoto project;district or area; ;Peru;Huancavelica;-12.6009;-75.0875; ;other;polymetallic skarn; ;Au, Zn, Cu, Ag, REE; ; ; ; ;Showing; ;;;;;;;;skarn;;;;Alturas Minerals Corp.;;"Alturas Minerals Corp. (2009); Alturas Minerals Corp. (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2185;4759;Cayenne; ; ; ;district or area; ;French Guiana;French Guiana;4.9305;-52.2802;Estimated location on beach at town of Cayenne.;shoreline placer; ; ;Fe, Ti, Zr, REE; ; ; ; ;Showing; ;monazite;magnetite, ilmenite, zircon, rutile, sillimanite, garnet, staurolite, titanite, tourmaline, topaz;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2186;4543;Cerro Bamba; ; ; ;intrusion or complex; ;Bolivia;Santa Cruz;-15.8046;-60.9174; ;alkaline igneous; ;dike;REE; ; ; ; ;Occurrence; ;britholite, britholite-(Ce);;;Lower Cretaceous(?);;Lower Cretaceous;;syenite, melansyenite dike;Velasco Alkaline Complex;nordmarkite;;;Melasyenite dike contains about 9% britholite or britholite-(Ce) and cuts nordmarkite.;"Fletcher and Litherland (1981); Hawkins and others (1987); Litherland and others (1986)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2187;4609;Cerro da Arvore; ; ; ;site;W mine;Brazil;Rio Grande do Sul;-30.6419;-52.7828; ;other igneous deposit;hydrothermal, greisen; ;W, Sn, Cu, Th, REE; ; ; ; ;Showing; ;monazite;wolframite, cassiterite, chalcopyrite, pyrite;tourmaline, phlogopite, quartz;;;;;granite;;;hydrothermal;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2188;4793;Cerro Impacto; ; ; ;intrusion or complex; ;Venezuela;Bolívar;5.9121;-65.2208; ;carbonatite with residual enrichment; ; ;Nb, Th, Ba, REE, Fe, Mn, Al, Ti; ; ; ; ;Occurrence; ;bastnäsite, florencite, monazite;pyrochlore, perovskite, barite, goyazite, anatase, brookite, rutile, pyrolusite, wad;quartz, kaolinite, goethite, limonite;;;;;laterite, carbonatite, fenite;;Paleoproterozoic Cuchivero Group;;;"Very weathered, no trace of original rock; laterite may be 200–300 m thick. Grades are reported to run 0.1-11% TREO.";"Aarden (1978); Brooks and others (1993); Castor (1994); Mariano (1989); O'Driscoll (1988); Rodríguez (1986); Sidder (1990); Woolley (1987)";1971;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2189;4544;Cerro Manomó; ; ; ;intrusion or complex; ;Bolivia;Santa Cruz;-15.506;-60.6968; ;carbonatite with residual enrichment(?); ;dike;Ba, Nb, P, REE, U, Th, Mn; ; ; ; ;Occurrence; ;bastnäsite, cerianite-(Ce), monazite, goyazite;barite, apatite, dahllite, carbonate-rich fluorapatite, carbonate-rich apatite (collophane), meta-autunite, siderite, hematite, magnetite;quartz, goethite, kaolinite, dolomite, ankerite, riebeckite;Cretaceous;;Cretaceous(?);;ferrocarbonatite, carbonatite lava, tuff, and dikes;Manomo Carbonatite Complex;fenite, Precambrian gneiss;silicification, fenitization;;"Silicified paragneiss contains 6.6% REE; REE is also present in carbonatite dikes.";"Fletcher and others (1981); Hawkins and others (1987); Leroy and Müller-Kahle (1982); Litherland and others (1986); Woolley (1987); Woolley and Kjarsgaard (2008)";1977;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2190;4506;Cerro Padreao; ; ;Rangel;site; ;Argentina;Salta;-23.5814;-66.2277;In Sierra de Rangel.;carbonatite; ;dike;REE, Th; ; ; ; ;Occurrence; ;monazite;;;;;;;carbonatite;;;;;;"Weng and others (2015); Zappettini (1999)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2191;4545;Cerro Sapo; ; ; ;intrusion or complex;Sodalite mine;Bolivia;Cochabamba;-16.953;-66.95;Estimated location in Ayopayo alkaline province.;carbonatite with residual enrichment;carbonatite, supergene; ;SOD, U, REE; ; ; ; ;Occurrence; ;ancylite, synchysite, goyazite, mckelveyite-(Ce), daqingshanite-(Ce), strontianite;pyrochlore, apatite, titanite, strontianite, barite, pyrite, sphalerite, bellbergite, galena, pyrite, chalcopyrite;ankerite, sodalite, calcite, amphibole, diopside, mica;;;Cretaceous;;calciocarbonatite, ankerite carbonatite;;nepheline syenite;;;Mineralization in carbonatite and sodalite-ankerite-barite dikes.;"Pardo-Leyton and Barron (1984); Premoli and Kroonenberg (1984); Schultz and others (2004); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2192;4546;Chiaracke; ; ; ;intrusion or complex; ;Bolivia;Cochabamba;-17.017;-66.967;Estimated location in Ayopayo alkaline province.;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;bastnäsite, monazite, florencite, goyazite;fluorite, strontianite, apatite, magnetite;dolomite, ankerite, magnesite, calcite, potassic feldspar;;;Cretaceous;;magnesiocarbonatite;;;;;;"Schultz and others (2004); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2193;4507;Chinchillar; ; ;Rangel;site; ;Argentina;Salta;-23.5725;-66.2381;Estimated location.;carbonatite(?);vein or dike;dike;REE, Th; ; ; ; ;Occurrence; ;monazite;;;;;;;carbonatite;;;;;;"Angelelli (1984); Zappettini (1999)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2194;4762;Chiriguelo;Cerro Chiriguelo; ; ;intrusion or complex; ;Paraguay;Amambay;-22.65;-55.95; ;carbonatite; ; ;REE, Nb; ; ; ; ;Occurrence; ;monazite, cerianite-(Ce), strontian loparite, [plumbopyrochlore];apatite, thorite, U-pyrochlore, barite, hematite;biotite, calcite, sanidine, andradite, phlogopite, aegirine;Lower Cretaceous;;Lower Cretaceous;128 ± 5 Ma (K-Ar, biotite, sövite);sövite, rodbergite, carbonatite, alkivite, fenite;;pyroxenite, syenite;metasomatic;Latin American Minerals Inc.;There is small scale development of laterite with this deposit.;"Castorini and others (1997); Eby and Mariano (1992); Gomes and others (2013); Haggerty and Mariano (1983); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2195;4794;Churuata;La Churuata; ; ;intrusion or complex; ;Venezuela;Amazonas;3.45;-65.467; ;alkaline igneous; ; ;U, REE, Th, Zr, Sn; ; ; ; ;Occurrence; ;monazite, bastnäsite(?), pyrochlore;zircon;aegirine, arfvedsonite, sodalite, biotite, nepheline, riebeckite;Mesoproterozoic;;Mesoproterozoic;1300 Ma (Rb-Sr);quartz syenite, nepheline syenite, syenite;;"alkaline granite; Roraima Group sandstone";;;High values for U, Th, REE, Zr, and Sn have been detected in associated laterites. Intrusion centered on very large NW-SE-trending fault.;"Brooks and others (1993); Soares (1985); Woolley (1987)";1975;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2196;4612;Cordilheira; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-30.69;-52.3569; ;alluvial placer; ; ;Sn, REE, Zr; ; ; ; ;Showing; ;monazite;cassiterite, zircon;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2197;4613;Cordislândia;Cordislandia; ;Rio Sapucaí, São Gonçalo do Sapucai;district or area; ;Brazil;Minas Gerais;-21.7909;-45.7152;Estimated location.;alluvial placer; ; ;Ti, Zr, Au, REE, Th; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, gold;;;;;;;;;;;;"Brasil Departamento Nacional de Produção Mineral (2001); Jackson and Christiansen (1993); Lapido-Loureiro (2013); Villas-Boas (2011)";;;;No production;;;;;;0.005658 measured;;;;;;;;0.0101 measured;;;1999;Brasil Departamento Nacional de Produção Mineral (2001);Not compliant;Monazite contains 56.25% TREO.;South America +2198;4614;Córrego das Araras; ; ; ;district or area(?); ;Brazil;Goiás;-13.9747;-49.1731; ;alluvial placer; ; ;Au, Ti, REE; ; ; ; ;Showing; ;xenotime;gold, ilmenite, magnetite, garnet;quartz;;;;;gravel;;;;;;Schobbenhaus and others (2004);;;;No production;Garimpero production of gold at this site.;;;;;;;;;;;;;;;;;;;;South America +2199;4615;Córrego do Garimpo; ; ;Catalão I;site; ;Brazil;Goiás;-18.1379;-47.7863; ;carbonatite with residual enrichment;saprolite-laterite, carbonatite, silcrete; ;REE; ; ; ; ;Deposit; ;monazite, rhabdophane;apatite, magnetite, hematite, ilmenite, barite, zircon, anatase, pyrrhotite, goyazite, gorceixite;quartz, limonite, goethite, calcite, vermiculite, mica, amphibole;;;;;carbonatite, saprolite-laterite, silcrete;;;hydrothermal;Fosfértil S.A.;"REE reserves in carbonatite, saprolite-laterite, and silcrete; monazite is extremely low in U and Th.";"Lapido-Loureiro (2013); Tassinari and others (2001); Viera and Lins (1997)";;;;No production(?);;;;;78.66 measured + indicated + inferred;;8.67;;5;;;;;;;;;Lapido-Loureiro (2013);Not known;;South America +2200;4784;Costa Azul; ; ; ;district or area; ;Uruguay;Canelones;-34.7785;-55.6496; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, magnetite, rutile;;;;;;beach sand;;;;;Sand is reported to contain 18.4% heavy minerals.;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2201;4616;Coxilha das Figueiras; ; ; ;district or area(?); ;Brazil;Rio Grande do Sul;-30.8458;-52.9331; ;alluvial placer; ; ;Th, REE, Ti; ; ; ; ;Showing; ;monazite;ilmenite, zircon;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2202;4509;Cueva del Chacho; ; ; ;district or area; ;Argentina;La Rioja;-29.9833;-67.15;Estimated location.;sedimentary(?);sedimentary uranium deposit(?); ;U, REE, Th; ; ; ; ;Showing; ;;;;;;;;grit, phyllite, alaskite;;;;Pacific Bay Minerals Ltd.;;"López (2017); Pacific Bay Minerals Ltd. (2010a); Pacific Bay Minerals Ltd. (2010b)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2203;4617;Cumuruxatiba;Curumuxatiba, Comoxatiba; ; ;district or area;active HM mine;Brazil;Bahia;-17.1037;-39.181; ;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, magnetite;quartz;Quaternary;;;;beach sand;;;;Nuclemon Minero - Quimica Ltda. (1989);In Vitoria District in Sao Joao da Barra region. Coastal sand.;"Azevedo Branco (1984); Lapido-Loureiro (1994); Lapido-Loureiro (2013); Leonardos (1974); O'Driscoll (1988); Overstreet (1967); Towner (1992)";;;;Byproduct producer;Producer byproduct monazite (1989).;;;First production in 1887.;;;;;;;;;;0.004 reserve;;;;Lapido-Loureiro (2013);Not compliant;Reserves of 0.171 Mt ilmenite, and 0.365 Mt zircon and rutile also reported.;South America +2204;4618;Cunhaú; ; ; ;district or area; ;Brazil;Rio Grande do Norte;-6.2836;-35.0359;Estimated location along shoreline.;shoreline placer; ; ;REE, Th; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Miyasaki (2012);;;;No production(?);;;;;;;;;;;;;;;;;;;;;South America +2205;4510;Curaca; ; ;Rangel;site; ;Argentina;Salta;-23.4443;-66.1806;Estimated location.;carbonatite; ;dike;REE, Th; ; ; ; ;Deposit;very small deposit;monazite;;;;;;;carbonatite;;;;;Estimated REE + Y is reported to be 0.6%.;"López (2012); López (2017); Zappettini (1999)";;;;No production;;;;;;0.00486 identified;0.6;;;;;;;;;;;López (2017);Not compliant(?);;South America +2206;4619;Delta do Paraiba; ; ; ;district or area; ;Brazil;Rio de Janeiro;-21.6217;-41.0478; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;"Lapido-Loureiro (1994); Lapido-Loureiro (2013); Villas-Boas (2011)";;;;No production(?);;;;;;;;;;;11.9;;;0.0228;0.33;;;Lapido-Loureiro (1994);Not compliant;;South America +2207;4511;El Portezuelo; ; ; ;intrusion or complex; ;Argentina;Catamarca;-27.0333;-66.9333;Estimated location.;other igneous deposit; ;disseminated;REE, Nb, Th, U; ; ; ; ;Showing; ;monazite-(Ce), xenotime-(Y), cerianite-(Ce);fluorite, topaz, zircon, thorite, apatite, magnetite, ilmenite, rutile, uraninite, columbite-(Fe);quartz, potassic feldspar, plagioclase, biotite;;;;;biotite granite, syenogranite, monzogranite;;;;;El Portezuelo is an A-type granite.;"Colombo and others (2010); Colombo and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2208;4512;El Portezuelo pegmatites; ; ; ;district or area; ;Argentina;Catamarca;-27.037;-66.9185;Estimated location.;other igneous deposit;pegmatites related to A-type grantie, NYF pegmatites;pegmatite;REE, Ti, Nb; ; ; ; ;Occurrence(?); ;fergusonite-(Y)-β, bastnäsite-(Ce), parisite-(Ce), florencite-(Ce), monazite-(Ce), xenotime-(Y), xenotime-(Yb), hingganite-(Y), monazite-(Nd);fluorite, topaz, hematite, tapiolite-(Fe), ilmenite, pyrochlore, rutile, siderite, bertrandite, phenakite, thorite, zircon;quartz, albite, microcline, tourmaline, mica, chamosite, muscovite (illite);;;;;aplite pegmatite;;;;;;"Colombo and others (2010); Colombo and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2209;4513;El Ucu; ; ;Rangel;site; ;Argentina;Salta;-23.5165;-66.2389;In Sierra de Rangel.;carbonatite; ; ;REE, Th; ; ; ; ;Deposit;very small deposit;monazite;rutile, zircon, ilmenite;quartz;;;;;carbonatite;;;;;Estimated REE + Y is reported to be 0.25%.;"López (2012); López (2017); Zappettini (1999)";;;;No production;;;;;;0.000028 identified;0.25;;;;;;;;;;;López (2017);Not compliant(?);;South America +2210;4514;Estrella de Oriente; ; ;Rangel;site(?); ;Argentina;Salta;-23.4534;-66.1897;Estimated location.;carbonatite; ;dike;Ti, Zr, REE, Th; ; ; ; ;Deposit;very small deposit;monazite;rutile, zircon, ilmenite;;;;;;carbonatite;;;;;Estimated REE + Y is reported to be 0.6%.;"Integrated Nuclear Fuel Cycle Information Systems (2013a); López (2012); López (2017); Zappettini (1999)";;;;No production;;;;;;0.001337 identified;0.6;;;;;;;;;;;López (2017);Not compliant(?);;South America +2211;4620;Fazenda Bananeiras; ; ; ;site;feldspar mine;Brazil;Bahia;-15.1936;-40.7172; ;other igneous deposit;pegmatite; ;FLD, Nb, REE; ; ; ; ;Showing; ;monazite;potassic feldspar, columbite;muscovite, quartz;;;;;gneiss;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2212;4621;Fazenda Charneca; ; ; ;district or area; ;Brazil;Minas Gerais;-17.5183;-47.0583; ;alluvial placer;diamond placer; ;DIA, REE; ; ; ; ;Showing; ;monazite;diamond, magnetite, garnet, zircon, kyanite, perovskite;tourmaline;;;;;;;;;;;Schobbenhaus and others (2004);;;;No production;Area is mined for diamonds by garimperos.;;;;;;;;;;;;;;;;;;;;South America +2213;4622;Fazenda Varela; ; ; ;intrusion or complex; ;Brazil;Santa Catarina;-27.6596;-50.2866; ;carbonatite; ;veins;REE; ; ; ; ;Occurrence; ;parisite-(Ce), synchysite-(Ce);barite, apatite, pyrite;ankerite, ferrodolomite, orthoclase, quartz;;;Upper Cretaceous;;ferrocarbonatite, feldspathic carbonatite;;;hydrothermal;;;"Lapido-Loureiro (2013); Manfredi (2013); Villas-Boas (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2214;4623;Fazenda Varzante;Lages, Lajes; ; ;district or area(?); ;Brazil;Rio Grande do Norte;-5.9833;-36.0667; ;other igneous deposit;pegmatite, hydrothermal; ;Nb, REE, Ta, Be, Th; ; ; ; ;Occurrence(?); ;;;;;;;;pegmatite;;mica schist;hydrothermal;;"Site is worked by garimpeiros (prospectors); not known if REE minerals extracted.";Schobbenhaus and others (2004);;;;Not known;Garimpero production of unknown commodity at this site.;;;;;;;;;;;;;;;;;;;;South America +2215;4515;Fundición;Cerro Fundición; ; ;intrusion or complex; ;Argentina;Jujuy;-22.2175;-66.0694; ;carbonatite;hydrothermal deposit related to alkaline magmatism, carbonatite dike;dike;REE, Th; ; ; ; ;Showing; ;;;;Lower Jurassic;;Lower Jurassic;;carbonatite;;syenite;hydrothermal;;;"de la Hoz (2012); Franchini and others (2005); Zappettini (1999)";;Deposit is partially explored.;;No production;;;;;;;;;;;;;;;;;;;;;South America +2216;4624;Graçaí, Vaz; ; ; ;district or area; ;Brazil;Espírito Santo;-20.7;-40.525; ;shoreline placer; ; ;REE, Th, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, magnetite, zircon;;;;;;sand;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;Not known;;;;;;;;;;;;;;;;;;;;;South America +2217;4769;Guadalupito; ;includes Los Conchales and Tres Chosas; ;district or area; ;Peru;La Libertad;-8.8214;-78.6704;"In coastal desert; location is near center of Los Conchales claim area; the Tres Chosas area is about 5 km to the south-southwest.";shoreline placer; ; ;AND, Fe, Ti, Zr, REE, GAR, P, W; ; ; ; ;Deposit; ;monazite;andalusite, magnetite, ilmenite, rutile, zircon, garnet, apatite, (leucoxene), gold;;;;;;sand;;;;Latin Resources Ltd.;In Los Conchales area, the mineralization extends to >45 m below the surface.;Latin Resources Ltd. (2014);;;;No production;;;;;1329 inferred;;;;;;5.7;;;;0.017;;;Latin Resources Ltd. (2014);JORC compliant;Most of resource is below the water table.;South America +2218;4625;Guaju;Guaju Camaratuba, Camaratuba; ; ;district or area;Ti-Zr mine;Brazil;Paraíba;-6.5409;-34.9761; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite, xenotime;ilmenite, zircon, rutile, kyanite, staurolite, magnetite, garnet, corundum, beryl;quartz, hematite, tourmaline, epidote;Quaternary;;Quaternary;;coastal dune sand;;;;Millenium Chemical;;"CPRM (2013); Jackson and Christiansen (1993); Ports and Dredging (2007); Sabedot and others (2004); Van Gosen and others (2010)";;;dredge;Byproduct producer;Ilmenite and zircon production.;;;HM production began in 1983.;44.7;;;;;;;;;;0.55;;pre-1993;Jackson and Christiansen (1993);Not compliant;;South America +2219;4626;Guarapari; ;includes Praia do Vaz, Vila Velha, Rastinga, Canto do Riacho, Praia de Diogo; ;district or area; ;Brazil;Espírito Santo;-20.6819;-40.5042; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, rutile, magnetite;quartz;Quaternary;;;;sediment;Grupo Barreiras and younger units;;;Nuclebras de Monazita e Associados Ltda. (1989);;"Azevedo Branco (1984); Brasil Departamento Nacional de Produção Mineral (2001); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Lapido-Loureiro (1994); Lapido-Loureiro (2013); Leonardos (1974); Overstreet (1967); Roskill Information Services (1988); Towner (1992)";;;;Byproduct producer;Current(?) producer byproduct monazite.;;;;;2) 0.0124 measured;;;;;1) 12.2;;;"1) 0.0003; 2) 0.1292 measured";1) 0.41;;2) 1999;"1) Lapido-Loureiro (1994); 2) Brasil Departamento Nacional de Produção Mineral (2001)";Not compliant;2) Monazite contains 9.59% TREO.;South America +2220;4770;Heldmaier; ; ;Guadalupito;district or area; ;Peru;La Libertad;-8.799;-78.73; ;shoreline placer; ; ;Ti, Zr, W, Au, Fe, REE, GAR; ; ; ; ;Deposit; ;monazite;ilmenite, (leucoxene), magnetite, zircon, andalusite, garnet, apatite, rutile, titanite;;;;;;;;;;;Latin Resources Ltd. walked away from this resource in 2013 in favor of Los Conchales.;Latin Resources Ltd. (2013);;;;No production;;;;;135.6 resource;;;;;;5.5;;;;;;2013;Latin Resources Ltd. (2013);JORC compliant(?);;South America +2221;4516;Hornillos;Cerro Hornillos; ; ;site(?); ;Argentina;Salta;-22.3239;-65.116;Estimated location.;carbonatite;hydrothermal deposit related to alkaline magmatism, carbonatite dike;dike;REE, Th; ; ; ; ;Occurrence; ;;;;;;Cretaceous;;carbonatite;;;hydrothermal;;;"de la Hoz (2012); Franchini and others (2005); López (2012); Zappettini (1999)";;Deposit is partially explored.;;No production(?);;;;;;;;;;;;;;;;;;;;;South America +2222;4771;Huajoto; ;Caty-Pablo, La Virgen; ;district or area; ;Peru;Huancavelica;-12.6;-75.088; ;other igneous deposit;polymetallic replacement; ;Au, Zn, Cu, Ag, REE, U; ; ; ; ;Showing; ;;;garnet;Miocene(?);;;;skarn;;;;Alturas Minerals Corp.;REE anomaly seems restricted to the skarn area of the Caty-Pablo target area.;"Alturas Minerals Corp. (2009); Alturas Minerals Corp. (2012); Valencia Muñoz and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2223;4629;Igarapé Bahia;Carajas; ; ;district or area(?); ;Brazil;Pará;-5.917;-50.6;Estimated location.;hydrothermal Fe-oxide deposit ± Cu, Au;mineralization age links to mafic volcanism, but other origins have been proposed; ;Cu, Au, Fe, REE, U, F, Ag, Mo; ; ; ; ;Showing; ;monazite, allanite, bastnäsite, parisite;chalcopyrite, pyrite, bornite, chalcocite, magnetite, siderite, covellite, molybdenite, uraninite;chlorite, quartz, albite, calcite, tourmaline, fluorite;Archean;2744 ± 12 Ma (Pb-Pb);Archean;;breccia, mafic metavolcanic rock, metasedimentary and metaphyroclastic rock;Igarapé Bahia Group;;hydrothermal;;There are four orebodies forming the deposit;"Galarza and others (2008); Lapido-Loureiro (2013); Tallarico and others (2005)";1974;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2224;4630;Ilha do Arambipe; ; ; ;district or area; ;Brazil;Sergipe;-10.5061;-36.4128; ;unclassified; ; ;Ti, REE, Zr, Th; ; ; ; ;Occurrence; ;;;;;;;;sand;;;;Companhia Vale do Rio Doce;;"CPRM (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2225;4517;Isis-Osiris-Ra; ; ;Rangel;site; ;Argentina;Jujuy;-23.4126;-66.179;Estimated location.;other igneous deposit(?); ;dike;REE, Th; ; ; ; ;Deposit;very small deposit;monazite;;;;;;;carbonatite;;;;;;"López (2012); López (2017); Zappettini (1999)";;;;No production;;;;;;0.001037 identified;0.08;;;;;;;;;;;López (2017);Not compliant(?);;South America +2226;4631;Itabuna; ; ; ;intrusion or complex; ;Brazil;Bahia;-14.751;-39.227;Estimated location.;alkaline igneous with residual enrichment; ; ;REE; ; ; ; ;Showing; ;;;;;;;;weathered nepheline syenite, syenite, monzonite;;;kaolinization;;;Marker and Oliveira (1994);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2227;4632;Itanhaem; ; ; ;intrusion or complex; ;Brazil;São Paulo;-24.133;-46.8; ;carbonatite; ; ;REE, Th; ; ; ; ;Occurrence; ;;;;;;Lower Cretaceous;129.5 Ma (K-Ar, biotite, tinguaite);tinguaite dikes;;;;;REE found in biotite tinguaite dikes.;"de Souza Rodrigues and Amorim dos Santos Lima (1984); Mariano (1989); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2228;4633;Itapemirim; ;includes Boa Vista, Siri; ;district or area; ;Brazil;Espírito Santo;-21.167;-40.917; ;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, zircon;;Tertiary(?) (Paleogene–Neogene?);;;;sediment;Grupo Barreiras and younger units;;;Nuclebras de Monazita e Associados Ltda. (1989);5–12% ThO2 in monazite. In Sao Joao da Barra region.;"Azevedo Branco (1984); Hedrick and Templeton (1991); Overstreet (1967)";;;;Byproduct producer;Producer byproduct monazite (1989).;;;;;;;;;;;;;;;;;;;;South America +2229;4634;Itataia;Fazenda Itataia; ; ;site(?); ;Brazil;Ceará;-4.5667;-39.765; ;unclassified;metamorphic-hydrothermal; ;U, P, REE; ; ; ; ;Occurrence; ;carbonate-rich apatite (collophane);carbonate-rich apatite (collophane), apatite;;;;;;nepheline-aegirine syenite, syenite, monzonite;;;;;;"Lapido-Loureiro (2013); Schobbenhaus and others (2004); Villas-Boas (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2230;4635;Jacaraípe;Serra Jacareípe, Capuba; ; ;district or area; ;Brazil;Espírito Santo;-20.1477;-40.1926; ;shoreline placer; ; ;Zr, REE, Th, Ti; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, magnetite, zircon;quartz;Upper Tertiary (Neogene?)–Holocene;;;;dune and beach sand;;;;;Placers associated with veins, stockwork in gneiss.;"Anstett (1986); Azevedo Branco (1984); CPRM (2013); Jackson and Christiansen (1993); Overstreet (1967); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2231;4636;Jacupiranga;Cajati; ; ;intrusion or complex;P-lime production;Brazil;São Paulo;-24.7014;-48.1322; ;carbonatite with residual enrichment; ; ;P, LIME, Ni, REE, Fe; ; ; ; ;Occurrence; ;fluorapatite, allanite, ancylite, carbocernaite, monazite;magnetite, apatite, garnierite, pyrite, pyrrhotite, galena, ilmenite, pyrochlore, baddeleyite, barite, perovskite, clinohumite;calcite, dolomite, phlogopite, forsterite, olivine, sericite;Lower Cretaceous;~130 Ma;;;carbonatite, ijolite, peridotite, jacupirangite, nepheline syenite;;;;;;"Alves (2008); Azevedo Branco (1984); Berger and others (2009); Born (1989); Mariano (1989); Melcher (1966); Platt (1996b); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2232;4518;Jasimampa; ; ; ;district or area; ;Argentina;Santiago del Estero;-29.4639;-63.987;In the Sierra de Sumampa.;alkaline igneous;carbonatite-related, hydrothermal deposit related to alkaline magmatism; ;REE, Th, Nb, Ti, Zr,; ; ; ; ;Occurrence; ;monazite;columbite-(Fe), pyrochlore, strontiopyrochlore, apatite, hematite, pyrolusite, celestine, barite, hematite, celestite;aegirine, arfvedsonite, albite, calcite;Devonian;;"Devonian; Neoproterozoic(?)";;"altered granite and comendite; marble";;Neoproterozoic metamorphic rock;hydrothermal, fenitization;Artha Resources Corp. or U3O8;;"Artha Resources Corp. (2012); Franchini and others (2005)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2233;4637;Joacema;Joacama; ; ;site;prospect;Brazil;Bahia;-17.3476;-39.2489; ;shoreline placer; ; ;Ti, REE, Zr; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;"Lapido-Loureiro (1994); Lapido-Loureiro (2013)";;;;No production;;;;;;;;;;;15;;;0.00225 reserve;0.53;;;Lapido-Loureiro (1994);Not compliant;;South America +2234;4638;Joao Pessoa; ; ; ;district or area; ;Brazil;Paraíba;-6.9654;-34.8351;Estimated location on coast at town of Joao Pessoa.;shoreline placer(?); ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Van Gosen and others (2010);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2235;4639;José Otávio; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.2717;-54.0233; ;alluvial placer;placer; ;Sn, Ti, Cr, REE; ; ; ; ;Showing; ;monazite;cassiterite, ilmenite, chromite;quartz;;;;;alluvial sediment;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2236;4519;La Aurelia; ; ;Rangel;intrusion or complex; ;Argentina;Salta;-23.4326;-66.1987;In Sierra de Rangel.;carbonatite; ;dike;REE, Th, Ti, Zr; ; ; ; ;Deposit;small deposit;monazite;rutile, ilmenite, zircon;;;;;;carbonatite;;;;;Estimated REE + Y is reported to be 0.65%.;"Integrated Nuclear Fuel Cycle Information Systems (2013a); López (2017); Zappettini (1999)";;;;No production;;;;;;0.027027 identified;0.65;;;;;;;;;;;López (2017);Not compliant(?);;South America +2237;4520;La Barba; ; ;Rangel;intrusion or complex; ;Argentina;Salta;-23.4249;-66.1897;In Sierra de Rangel.;carbonatite; ;dike;REE, Th, Ti, Zr, PGE; ; ; ; ;Deposit;very small deposit;monazite;rutile, ilmenite, zircon;;;;;;carbonatite;;;;;Estimated REE + Y is reported to be 0.6%.;"Integrated Nuclear Fuel Cycle Information Systems (2013a); López (2017); Zappettini (1999)";;;;No production;;;;;;0.000842 identified;0.6;;;;;;;;;;;López (2017);Not compliant(?);;South America +2238;4547;La Bella District; ;includes La Bella, La Verde, Miramica, Recompensa, San Miguel, Santa Ana, Amber; ;district or area; ;Bolivia;Santa Cruz;-16.5894;-62.155; ;"other igneous deposit; supergene";complex or zoned pegmatites and residual;pegmatite;KAO, Be, Ta, Nb, MICA, REE, F, P; ; ; ; ;Occurrence; ;monazite-(Ce), fergusonite;kaolinite, columbite, fluorite, muscovite;feldspar, quartz;;;;;;;;kaolinization;;;"Ahlfeld and Schneider-Scherbina (1964); Leroy and Müller-Kahle (1982); Litherland and others (1986)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2239;4785;La Coronilla; ; ; ;district or area; ;Uruguay;Rocha;-33.9167;-53.5167; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, magnetite, rutile;;;;;;beach sand;;;;;Sand is reported to contain 52.4% heavy minerals.;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2240;4786;La Floresta; ; ; ;district or area; ;Uruguay;Canelones;-34.7533;-55.6879; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, magnetite, rutile;;;;;;beach sand;;;;;Sand is reported to contain 52.4% heavy minerals.;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2241;4521;La Novedad; ; ; ;site; ;Argentina;Jujuy;-23.4306;-65.1028;Estimated location.;other igneous deposit; ;veins;U, Th, REE(?); ; ; ; ;Showing; ;monazite;thorite, thorogummite, manganosiderite, barite, hematite, chalcopyrite, galena;quartz, calcite;;;Ordovician(?);;quartzite;;;;;"Mineralization is probably related to the Fundición stock; Zappettini (1999) believes that REE are present in amounts similar to Rangel area.";"Angelelli (1984); Zappettini (1999)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;South America +2242;4787;La Pedrera; ; ; ;district or area; ;Uruguay;Rocha;-34.5945;-54.123;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, magnetite, rutile;;;;;;beach sand;;;;;Sand is reported to contain 18.4% heavy minerals.;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2243;4641;Lagoa Pires; ;includes Joana, Jacunem; ;district or area; ;Brazil;Espírito Santo;-20.6566;-40.5187; ;shoreline placer; ; ;REE, Th, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, magnetite, zircon;;;;;;sand;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;Not known;;;;;;;;;;;;;;;;;;;;;South America +2244;4642;Lagoa Seca;Lagoa Seca Norte; ;Catalão I;site; ;Brazil;Goiás;-18.1402;-47.7954; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;Lapido-Loureiro (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2245;4644;Linhares; ; ; ;district or area; ;Brazil;Espírito Santo;-19.4168;-40.0397;Estimated location on Río Doce near Linhares.;shoreline placer(?); ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;"Brasil Departamento Nacional de Produção Mineral (2010); Lapido-Loureiro (1994); Lapido-Loureiro (2013); Villas-Boas (2011)";;;;No production(?);;;;;;;;;;;1) 6.47;;;"1) 0.0031 reserve; 2) 0.006442 measured";1) 0.047;;2) 2009;"1) Lapido-Loureiro (1994); 2) Brasil Departamento Nacional de Produção Mineral (2010)";Not compliant;;South America +2246;4772;Los Conchales; ; ;Guadalupito;district or area; ;Peru;La Libertad;-8.8216;-78.6804; ;shoreline placer; ; ;AND, Fe, Ti, Zr, REE, GAR, P; ; ; ; ;Deposit; ;monazite;andalusite, magnetite, ilmenite, rutile, zircon, garnet, apatite;;;;;;sand;;;;Latin Resources Ltd. ;The mineralization extends to >45 m below the surface.;"Latin Resources Ltd. (2013); Latin Resources Ltd. (2014)";;;;No production;;;;;1073 inferred;;;;;;1) 6.1 ;;;2) 0.13–0.26 inferred;2) 0.018;;2013;1) Latin Resources Ltd. (2013), 2) Latin Resources Ltd. (2014);JORC compliant;Majority of the resource is below the water table.;South America +2247;4645;Luis Correia;Luiz Correia; ; ;district or area; ;Brazil;Piauí;-2.9034;-41.6457;Estimated location on coastline.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;"Lapido-Loureiro (1994); Lapido-Loureiro (2013); Villas-Boas (2011)";;;;No production;;;;;;;;;;;1.3;;;0.0218 reserve;0.035;;;Lapido-Loureiro (1994);Not compliant;;South America +2248;4646;Macambira; ; ; ;site(?); ;Brazil;Paraíba;-6.2944;-37.4806; ;other igneous deposit;pegmatite;pegmatite;Be, REE, Ta, Nb; ; ; ; ;Occurrence; ;;;;;;;;gneiss;;;;;;Schobbenhaus and others (2004);;;;No production(?);Garimpero production of unknown commodity at this site.;;;;;;;;;;;;;;;;;;;;South America +2249;4647;Maicuru;Maecuru; ; ;intrusion or complex; ;Brazil;Pará;-0.494;-54.232; ;carbonatite with residual enrichment;laterite; ;P, Fe, Ti, REE, Nb; ; ; ; ;Occurrence; ;apatite, anatase, monazite, florencite;hematite, goethite, ilmenite, anatase, crandallite, goyazite, gorceixite;;Proterozoic;;;;laterite, carbonatite;;pyroxenite, alkali syenite;;;"Intrusions from circular hill covered by laterite; laterite is reported to contain as much as 17% REE; REE is enriched in the iron crust and lateritic soil, but occurs in more elevated levels in the soil.";"Angélica and Da Costa (1993); Castor (1994); Gomes and others (1990); Lemos and de Costa (1987); Lobato (2011); Mariano (1989); Schobbenhaus and others (2004); Villas-Boas (2011); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2250;4648;Majorlândia; ; ; ;district or area; ;Brazil;Ceará;-4.5491;-37.6777;Estimated location on coast just north of town of Majorlândia.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;"Lapido-Loureiro (1994); Lapido-Loureiro (2013); Villas-Boas (2011)";;;;No production;;;;;;;;;;;1.87;;;0.0016 reserve;0.01;;;Lapido-Loureiro (1994);Not compliant;;South America +2251;4650;Maraconai;Serra de Maraconai; ; ;intrusion or complex; ;Brazil;Pará;-0.5756;-53.4166;Latitude and longitude values are for the northern of 2 intrusions.;carbonatite with residual enrichment; ; ;Ti, Fe, REE, Zr, Cr, V, Ni, Ta; ; ; ; ;Occurrence; ;monazite, anatase;anatase, hematite, maghemite;goethite, gibbsite;;;;;probably alkaline-ultrabasic intrusions;;;;;Two intrusions. Deep lateritic cover.;"Lobato (2011); Mariano (1989); Rezende (2001); Schobbenhaus and others (2004); Ulbrich and Gomes (1981); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2252;4795;Marhuanta; ; ; ;site(?); ;Venezuela;Bolívar;7.0845;-63.5161; ;unclassified;unknown;disseminated, stratabound;REE; ; ; ; ;Showing; ;;;;Proterozoic;;;;;;;;;Deposit is described as disseminated, stratabound.;USGS and CVGTECMIN (1993);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2253;4651;Mata Azul; ; ; ;district or area(?); ;Brazil;Goiás;-13.1058;-48.5946; ;alkaline igneous(?);tinguaite dike;dike;REE; ; ; ; ;Occurrence; ;;;;;;;;tinguaite(?);Ipora Group;;;Canada Rare Earth Corp., Unnamed Company, Mineracao Mata Azul SA, CEC Rare Earth Corporation;Dike is reported to be more than 2 km long.;"de Campos and others (2014); Ulbrich and Gomes (1981)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2254;4652;Mataraca; ; ; ;district or area; ;Brazil;Paraíba;-6.5;-35; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile, garnet, tourmaline;quartz;Pleistocene–Holocene;;;;sediments;;;;;;"Azevedo Branco (1984); Towner (1992); Towner and others (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2255;4653;Mato Preto; ; ; ;intrusion or complex;historic F mine;Brazil;Paraná;-24.7494;-49.1863; ;carbonatite with residual enrichment; ;dikes, plugs, breccia;F, Ba, Pb, REE, Th; ; ; ; ;Occurrence; ;REE flurocarbonates, fluorite, monazite;pyrochlore, magnetite, apatite, fluorite, barite, galena, calcite, pyrite;ankerite, calcite;;;Upper Cretaceous;65.6 Ma, 67.0 Ma (K-Ar, phonolite);carbonatite, phonolite, syenite, granite;;ijolite, nepheline syenite;fenitization;;"F mine closed in 1999; carbonatite contains as much as 3000 ppm REE.";"Andrade and others (1999a); Comin-Chiaramonti and others (2001); Pell (1996); Ruberti and others (2002); Santos and others (1996); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2256;4654;Mina I; ; ;Catalao I–Catalão de Goias;site;Nb mine;Brazil;Goiás;-18.1422;-47.8033; ;carbonatite with residual enrichment; ; ;Nb, REE; ; ; ; ;Occurrence; ;;pyrochlore, apatite, anatase, magnetite, barite;;;;;;;;;;Anglo American Plc;Nb, and presumably REE, are in lateritic ore.;Guimarães and Weiss (2008);;;;No production;;;;;;;;;;;;;;;;;;;;For lateritic ore.;South America +2257;4655;Mina II; ; ;Catalao I–Catalão de Goias;site;Nb mine;Brazil;Goiás;-18.1371;-47.8008; ;carbonatite with residual enrichment; ; ;Nb, REE; ; ; ; ;Occurrence; ;;pyrochlore, apatite, anatase, magnetite, barite;;;;;;weathered carbonatite, lateritic saprolite;;;;Anglo American Plc;Nb, and presumably REE, are in lateritic ore.;Guimarães and Weiss (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2258;4656;Mina Velha; ; ; ;site;W mine;Brazil;Rio Grande do Sul;-30.6261;-52.7711; ;other igneous deposit;W veins, pegmatite; ;W, Sn, Th, REE; ; ; ; ;Showing; ;monazite;wolframite, cassiterite, chalcocite, pyrite;quartz, tourmaline, fluorite;;;;;granite;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2259;4658;Mocambo; ; ; ;intrusion or complex; ;Brazil;Goiás;-13.4518;-47.0166; ;alkaline igneous with residual enrichment; ; ;Sn, REE; ; ; ; ;Occurrence; ;allanite, monazite, xenotime, apatite, fluocerite, zircon;apatite, zircon, fluorite;;;;Paleoproterozoic(?);;granite, greisen;;;metasomatic;;;Botelho (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2260;4659;Morobá; ; ; ;district or area; ;Brazil;Espírito Santo;-21.1861;-40.9243; ;shoreline placer; ; ;REE, Th, Ti, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;sand;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2261;4660;Morro do Ferro;Morro Alto e Consulta; ;Poços de Caldas;district or area(?);historic Th mine;Brazil;Minas Gerais;-21.915;-46.5267; ;alkaline igneous with residual enrichment;laterite, altered tinguaite;disseminated;Th, Fe, REE; ; ; ; ;Deposit; ;monazite, allanite, thorbastnäsite, bastnäsite, pyrochlore, cerianite-(Ce), florencite, goyazite, gorceixite, lanthanite-(Nd);thorianite, thorite, thorogummite, magnetite, pyrite, rutile, anatase, zircon, coffinite, pyrochlore, pyrite;albite, gibbsite, muscovite (illite), kaolinite, limonite;;;Mesozoic;;weathered tinguaite, laterite, weathered nepheline syenite and phonolite;;;hydrothermal;;Laterite developed over the alkaline igneous rocks likely exceeds 100 m. Rare earths are in often ferruginous earthy soil developed over altered tinguaite that is cut by a stockwork of magnetite veins. Earthy material is up to 450 m thick.;"CPRM (2013); Lapido-Loureiro (2013); Schobbenhaus and others (2004); Waber (1992)";;;;Past producer(?);Past producer Th, REE(?).;;;;6 estimate;0.3;5;;;;;;;;;;1962;Lapido-Loureiro (2013);Not compliant;;South America +2262;4752;Mutum;Marum, Matum; ; ;intrusion or complex; ;Brazil;Pará;1.883;-57.417; ;carbonatite with residual enrichment; ; ;REE; ; ; ; ;Occurrence; ;RE phosphates;apatite, fluorite, titanite;nepheline, cancrinite, aegirine, epidote;Mesoproterozoic;1026 ± 28 Ma (K-Ar, feldspar);;;nepheline syenite, weathered carbonatite;;;;;Most of intrusion lies in Guyana.;"Ulbrich and Gomes (1981); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2263;4522;Orosmayo;Río Orosmayo, Urusmayo; ; ;district or area; ;Argentina;Jujuy;-22.5441;-66.3499; ;alluvial placer; ; ;Au, Ti, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;rutile, ilmenite, zircon, cassiterite, gold, corundum, apatite, magnetite, garnet;;Upper Tertiary (Neogene?)–Quaternary;;;;fluvial sediments, gravel;;;;;;"Angelelli (1984); Integrated Nuclear Fuel Cycle Information Systems (2013a); Lira and others (2000); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2264;4664;Osamu Utsumi; ; ;Campo do Cercado deposit of Poços de Caldas complex;site;historic U mine;Brazil;Minas Gerais;-21.9465;-46.4991; ;"uranium deposit; alkaline igneous deposit with residual enrichment";alkaline igneous, uranium deposit; ;U, Th, Zr, REE, Mo; ; ; ; ;Showing; ;monazite, xenotime, bastnäsite, florencite, gorceixite, goyazite;uraninite, uraninite (pitchblende), brannerite, zircon, fluorite, pyrite, baddeleyite, ilsemannite, gibbsite, barite;clinopyroxene, smectite, chlorite;;;Mesozoic;;phonolite, volcanic breccia, nepheline syenite, laterite;;nepheline syenite;hydrothermal, supergene;;;"Schobbenhaus and others (2004); Waber (1992); Waber and others (1992)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2265;4666;Panasco; ; ; ;site(?); ;Brazil;Rio Grande do Norte;-6.1333;-36.5417; ;other igneous deposit;pegmatite;pegmatite;Ta, REE, Be; ;Ce, Nd; ; ;Occurrence; ;;;;;;;;;;;;;;Schobbenhaus and others (2004);;;;No production(?);Garimpero production of unknown commodity at this site.;;;;;;;;;;;;;;;;;;;;South America +2266;4667;Papanduva; ; ;Morro Redondo complex;intrusion or complex; ;Brazil;Paraná;-25.8894;-48.9825;In Serra da Graciosa.;alkaline igneous; ; ;REE; ; ; ; ;Showing; ;nacareniobsite-(Ce), britholite-(Ce), chevkinite, allanite, REE-rich turkestanite, bastnäsite;neptunite, elpidite;quartz, microcline, albite, fluorite, aegirine, arfvedsonite, aenigmatite, astrophyllite, narsarsukite, neptunite;;;Neoproterozoic;;peralkaline granite;;;;;REE minerals found in most evolved peralkaline granites of the Morro Redondo Complex.;Vivalva and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2267;4668;Paracuru; ; ; ;district or area; ;Brazil;Ceará;-3.4047;-39.0237;Estimated location near town of Paracuru.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;"Lapido-Loureiro (1994); Lapido-Loureiro (2013); Villas-Boas (2011)";;;;No production;;;;;;;;;;;1.1;;;0.0383 reserve;0.045;;;Lapido-Loureiro (1994);Not compliant;;South America +2268;4669;Paranagua; ; ; ;district or area; ;Brazil;Paraná;-25.5757;-48.3487;Estimated location.;shoreline placer; ; ;REE; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;;Roskill Information Services (1988);;;;No production;;;;;;;1.81;;;;;;;0.000055;;;1985;Roskill Information Services (1988);Not compliant;;South America +2269;4670;Parati; ; ;Ancieta Complex;district or area;mine;Brazil;Espírito Santo;-20.8045;-40.6057; ;shoreline placer; ;lenticular;REE, Zr, Ti; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon;;;;;;;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;Past producer;;;;;;;;;;;;;;;;;;;;;South America +2270;4694;Paredao; ; ;Rio Camaquã;district or area; ;Brazil;Rio Grande do Sul;-30.9339;-52.9092; ;alluvial placer; ; ;Sn, Th, REE(?); ; ; ; ;Showing; ;monazite;cassiterite;;;;;;gravel;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2271;4671;Pedra Branca; ; ; ;intrusion or complex; ;Brazil;Goiás;-13.6138;-46.9666; ;alkaline igneous with residual enrichment; ; ;Sn, REE, F, In, Hf; ; ; ; ;Occurrence; ;allanite, monazite, xenotime, apatite, fluocerite, bastnäsite, parisite, zircon;cassiterite, fluorite, apatite, zircon;;;;Paleoproterozoic;;granite, greisen;;;metasomatic;;;"Botelho (2014); Lapido-Loureiro (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2272;4673;Perocão; ; ; ;district or area; ;Brazil;Espírito Santo;-20.6274;-40.4665; ;shoreline placer; ; ;REE, Th, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, magnetite, zircon;;;;;;;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;Not known;;;;;;;;;;;;;;;;;;;;;South America +2273;4674;Pipa de Vinho, Campo das Imbiras; ; ;Ancieta Complex;district or area; ;Brazil;Espírito Santo;-20.7667;-40.5833; ;shoreline placer; ; ;REE, Th, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, magnetite, zircon;quartz;;;;;sand;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2274;4675;Pitinga; ;Agua Boa, Madeira; ;district or area;Sn-Nb-REE mine;Brazil;Amazonas;-0.7565;-60.1052; ;"alkaline igneous with residual enrichment; alluvial placer";peralkaline, Sn placer, Sn greisen, Sn porphyry; ;Sn, Nb, Pb, Ta, Zr, U, REE, F; ; ; ; ;Occurrence(?); ;xenotime, gagarinite-(Y), fluocerite-(Ce), monazite;cassiterite, cryolite, zircon, pyrochlore, columbite, tantalite, fluorite, thorite, polylithionite, galena, pyrite;quartz, albite, riebeckite;Paleoproterozoic;;Paleoproterozoic;~1818 Ma;biotite granite, albite-rich granite, biotite syenogranite;Madeira granite;;;Neo Material Technology, Mitsubishi Corp. OR Serra Da Madeira Participacoes;Greisenization of biotite granite produced primary mineralization. Also weathered zone with associated placers.;"Bastos Neto and others (2009); Costi and others (2009); Hocquard (2010); Lapido-Loureiro (2013); O'Driscoll (1989); Schobbenhaus and others (2004); Towner (1992)";;;;No production;;;;;;0.020 estimate;;;;;;;;;;;2001;Lapido-Loureiro (2013);Not compliant;;South America +2275;4676;Poços de Caldas; ;Morro do Ferro, Osamu Utsumi mine, Campo do Cercado; ;intrusion or complex;historic U, Zr, and bauxite producer;Brazil;Minas Gerais;-21.951563;-46.5117; ;alkaline igneous; ; ;U, Zr, Al, Th, REE, Mo; ; ; ; ;Deposit; ;allanite, bastnäsite, eudialyte, cerianite-(Ce);U-baddeleyite, zircon, thorogummite, magnetite, fluorite, astrophyllite, låvenite, rosenbuschite, gibbsite;natrolite, cancrinite, nepheline, kaolinite;;;;"60.8 Ma (K-Ar, lujavrite); 86.3 Ma (Rb-Sr, lujavrite-khibinite)";"highly weathered lujavrite and khibinite, nepheline syenite, phonolite; bauxite";;;;Industrias Nucleares Do Brasil;Eudialyte contents range from 0–11% in the relatively small host bodies. Was once one of world's biggest baddeleyite deposits, but now nearly depleted. Weathered magnetite stockwork in alkaline rocks.;"Azevedo Branco (1984); Castor (1994); Ellert (1966); Jackson and Christiansen (1993); Neary and Highley (1984); Singer (1998); Wedow (1967); Woolley (1987)";;;;No production;;;;;6;;3;;;;;;;;;;;Singer (1998);Not compliant;;South America +2276;4677;Ponta do Camarão; ; ; ;district or area(?); ;Brazil;Bahia;-16.7817;-39.1424; ;shoreline placer; ; ;REE, Th; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;;Moraes Filho (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2277;4678;Porto Seguro District; ; ; ;district or area; ;Brazil;Bahia;-16.4679;-39.0689; ;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, zircon;quartz;;;;;;;;;Nuclebras de Monazita e Associados Ltda. (1989);"Monazite contains 1 to >9% ThO2; placer area extends from Trancoso to Santa Cruz.";"Hedrick and Templeton (1991); Lapido-Loureiro (2013); Overstreet (1967); Vasconcelos and others (2009)";;;;Past byproduct producer;Past byproduct producer, Current(?).;;;;;;;;;;;;;;;;;;;;South America +2278;4523;Potrerillos; ;Rancul, La Elsa, Casa de Piedra, San Osmar, Potrerillos 2, Catriel; ;intrusion or complex; ;Argentina;San Luis;-32.6478;-65.682;Estimated location.;other igneous deposit;NYF intragranitic pegmatites; ;Be, Ti, REE; ; ; ; ;Showing; ;monazite, allanite-(Ce);fluorite, fluorapatite, hematite, beryl, pyrite, rutile, Nb-bearing rutile, pyrochlore;quartz, potassic feldspar, albite, biotite, muscovite, tourmaline, goethite;;;;;monzogranite;;;;;;"Weng and others (2015); Roquet and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2279;4679;Pouso Alagre;Pouso Alegre; ;Rio Sapucaí;district or area(?); ;Brazil;Minas Gerais;-22.2381;-45.9215;Estimated location.;alluvial placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon;;;;;;;;;;;;"Brasil Departamento Nacional de Produção Mineral (2001); Lapido-Loureiro (2013)";;;;Not known;;;;;;0.001023 measured;;;;;;;;0.00062 measured;;;2009;Brasil Departamento Nacional de Produção Mineral (2010);Not compliant;Monazite contains 55.77% TREO.;South America +2280;4680;Prado; ; ; ;district or area; ;Brazil;Bahia;-17.3566;-39.2154; ;shoreline placer; ; ;Ti, Zr, REE, Th; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon;;;;;;;;;;;;"Brasil Departamento Nacional de Produção Mineral (2001); Jackson and Christiansen (1993); Leonardos (1974); Vasconcelos and others (2009)";;;;No production;;;;;;0.000565 measured;;;;;;;;0.002735 measured;;;1999;Brasil Departamento Nacional de Produção Mineral (2001);Not compliant;Monazite contains 20.7% TREO.;South America +2281;4682;Praia da Ponta da Fruta; ; ; ;district or area; ;Brazil;Espírito Santo;-20.5167;-40.3691; ;shoreline placer;; ;Ti, REE, Th, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, magnetite, zircon;;;;;;;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2282;4684;Praia de Carapebus; ; ; ;district or area; ;Brazil;Espírito Santo;-20.2337;-40.2155; ;shoreline placer;; ;Ti, REE, Th, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, magnetite, zircon;;;;;;;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2283;4685;Praia de Fora; ; ; ;district or area; ;Brazil;São Paulo;-23.6924;-46.767;Estimated location.;shoreline placer; ; ;Ti, REE, Zr; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;Mello and others (1994);;;;Not known;;;;;0.0054;;;;;;2;;;;0.072;1.0% ilmenite, 0.012% rutile, 0.032% zircon;;Mello and others (1994);Not compliant;;South America +2284;4686;Praia de Maimbá; ; ; ;district or area; ;Brazil;Espírito Santo;-20.7786;-40.5772; ;shoreline placer; ; ;REE, Zr, Ti; ; ; ; ;Deposit; ;monazite;ilmenite, zircon;;;;;;sand;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;Past producer;;;;;;;;;;;;;;;;;;;;;South America +2285;4687;Praia de Meaípe; ; ; ;district or area; ;Brazil;Espírito Santo;-20.7331;-40.5284; ;shoreline placer; ; ;REE, Th, Zr, Ti; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, magnetite, zircon;;;;;;sand;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;Not known;;;;;;;;;;;;;;;;;;;;;South America +2286;4688;Praia de Ubaia; ; ; ;district or area; ;Brazil;Espírito Santo;-20.7492;-40.5587; ;shoreline placer; ;lenticular;REE, Zr, Ti; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, magnetite, zircon;;;;;;sand;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;Past producer;;;;;;;;;;;;;;;;;;;;;South America +2287;4689;Praia do Abraao; ; ; ;district or area; ;Brazil;Rio de Janeiro;-23;-44.4333;Approximate location.;alluvial placer; ; ;Th, Ti, REE; ; ; ; ;Occurrence; ;monazite;ilmenite;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2288;4693;Praia do Barro Branco; ; ;Rio Camaquã;district or area; ;Brazil;Rio Grande do Sul;-30.9503;-52.6275; ;alluvial placer; ; ;Au, Th, Zr, Sn, REE(?); ; ; ; ;Showing; ;monazite;gold, zircon, cassiterite;;;;;;gravel;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2289;4692;Praia do Lago; ; ;Rio Camaquã;district or area; ;Brazil;Rio Grande do Sul;-30.9481;-52.605; ;alluvial placer; ; ;Au, Th, REE, Nb; ; ; ; ;Showing; ;monazite;gold, columbite, tantalite;;;;;;gravel;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2290;4695;Praia do Porongo; ; ;Rio Camaquã;district or area; ;Brazil;Rio Grande do Sul;-30.9269;-52.5014; ;alluvial placer; ; ;Sn, Th, REE(?), Zr; ; ; ; ;Showing; ;monazite;cassiterite, zircon;;;;;;gravel;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2291;4696;Praia dos Coelhos; ; ;Rio Camaquã;district or area; ;Brazil;Rio Grande do Sul;-30.9267;-52.5367; ;alluvial placer; ; ;Th, Sn, Zr, Au, REE(?); ; ; ; ;Showing; ;monazite;cassiterite, zircon;;;;;;gravel;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2292;4788;Punta Caballos; ; ; ;district or area; ;Uruguay;Colonia;-34.4265;-57.8904;Estimated location along banks of Río de la Plata.;alluvial placer; ; ;REE; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2293;4525;Rangel;Sierra de Rangel, Sierra de Cobres; ; ;district or area; ;Argentina;Salta;-23.484;-66.2606; ;carbonatite;carbonatite, hydrothermal deposit related to alkaline magmatism;dikes;REE, Th, U, Sn, Ti, Zr, Au; ; ; ; ;Occurrence; ;monazite;rutile, ilmenite, zircon;;;;Lower Cretaceous;;carbonatite;;;hydrothermal;;;"Franchini and others (2005); de la Hoz (2012);Integrated Nuclear Fuel Cycle Information Systems (2013a); Zappettini (1999)";;District is partially explored.;;No production;;;;;;;;;;;;;;;;;;;;;South America +2294;4524;Rangel; ; ;Rangel;site; ;Argentina;Salta;-23.5664;-66.2277;Estimated location.;carbonatite; ;dike;REE, Th; ; ; ; ;Deposit;very small deposit;monazite;;;;;Lower Cretaceous;;carbonatite;;;;;Estimated REE + Y is reported to be 0.45%.;"Angelelli (1984); López (2012); López (2017); Zappettini (1999)";;;;No production;;;;;;0.000119 identified;0.45;;;;;;;;;;;López (2017);Not compliant(?);;South America +2295;4796;REE occurrence; ; ; ;site; ;Venezuela;Bolívar;8.1167;-63.4722; ;alluvial placer; ; ;REE; ; ; ; ;Showing; ;;;;;;;;deltaic and alluvial sediments;;;;;;USGS and CVGTECMIN (1993);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2296;4690;Ribeirão Piranga; ; ; ;district or area; ;Brazil;Minas Gerais;-21.8628;-45.7389; ;alluvial placer; ; ;Ti, Au, REE, Th, Zr; ; ; ; ;Occurrence; ;monazite;gold, ilmenite, zircon;quartz;;;;;;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2297;4691;Ribeirão Santo Antônio; ; ; ;district or area; ;Brazil;Minas Gerais;-18.5458;-46.9797; ;paleoplacer(?);diamond placer; ;DIA, REE; ; ; ; ;Showing; ;monazite;diamond, ilmenite, rutile, magnetite, garnet, zircon, staurolite, perovskite;tourmaline;;;;;polymictic conglomerate, sandstone;;;;;;Schobbenhaus and others (2004);;;;No production;Area is mined for diamonds by garimperos.;;;;;;;;;;;;;;;;;;;;South America +2298;4757;Río Chico; ; ; ;district or area; ;Colombia;Antioquia;6.4783;-75.4632;Estimated location.;alluvial placer; ; ;Au, REE; ; ; ; ;Showing; ;monazite;gold, garnet, zircon, ilmenite;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2299;4526;Río Cincel; ; ; ;district or area; ;Argentina;Jujuy;-22.4682;-65.9936; ;alluvial placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2300;4527;Río de la Plata; ; ; ;district or area; ;Argentina;Buenas Aires;-34.6424;-58.3315;Estimated location along Río de la Plata estuary at Buenas Aires.;alluvial placer(?); ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2301;4528;Río del Candado;Río Candado; ; ;district or area; ;Argentina;Catamarca;-27.5227;-66.281; ;alluvial placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2302;4774;Río Inambari; ; ; ;district or area; ;Peru;Madre de Dios;-12.8256;-70.2478; ;alluvial placer; ; ;Au, REE, Th; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2303;4699;Rio Jequitinhonha–Porto Mandacaru; ; ; ;district or area;diamond placer mine;Brazil;Minas Gerais;-16.6356;-42.3472; ;alluvial placer;placer; ;DIA, REE; ; ; ; ;Occurrence(?); ;monazite;diamond, hematite, rutile, kyanite;tourmaline, jasper;;;;;gravel;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2304;4529;Río La Carpa;Raimundo; ; ;district or area; ;Argentina;San Luis;-32.9777;-65.8781;Estimated location.;alluvial placer; ; ;Sn, Au, Ti, REE, Zr, Th, Ta, Nb; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, rutile, gold, tantalite, columbite, garnet, magnetite, scheelite, tourmaline, zircon, apatite, titanite;;Upper Tertiary (Neogene?)–Quaternary;;;;fluvial sediments;;;;;;"Castro (1999); Integrated Nuclear Fuel Cycle Information Systems (2013a); Lira and others (2000)";;;;Byproduct producer(?);"Unclear if active quarry; IAEA site says recovers monazite.";;;;;;;;;;;;;;;;;;;;South America +2305;4775;Río Madre de Dios; ; ; ;district or area; ;Peru;Madre de Dios;-12.5986;-70.2012; ;alluvial placer; ; ;Au, REE, Th; ; ; ; ;Occurrence; ;monazite;gold;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2306;4776;Río Malinowski;Malinovsky; ;in Madre de Dios complex;district or area; ;Peru;Madre de Dios;-13.0086;-69.7807; ;alluvial placer; ; ;Au, REE, Th; ; ; ; ;Showing; ;monazite;gold;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;Past producer Au.;;;;;;;;;;;;;;;;;;;;South America +2307;4777;Río Pacasmayo; ; ; ;district or area; ;Peru;La Libertad;-7.3258;-79.432;Estimated location.;alluvial placer; ; ;Zr, REE; ; ; ; ;Showing; ;monazite;;;;;;;sand;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2308;4530;Río Quinto; ; ; ;district or area; ;Argentina;San Luis;-33.5286;-65.6033; ;alluvial placer; ; ;REE, Th, Au; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;;"Lira and others (2000); López (2012)";;;;Not known;;;;;3.58;;;;;;;;;0.00626 resource;;0.00824% ThO2;;López (2012);Not compliant;;South America +2309;4700;Rio Sai; ; ; ;district or area; ;Brazil;Espírito Santo;-19.8602;-40.0761;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;"Lapido-Loureiro (1994); Lapido-Loureiro (2013); Villas-Boas (2011)";;;;No production(?);;;;;;;;;;;16.2;;;0.00296 reserve;0.7;;;Lapido-Loureiro (1994);Not compliant;;South America +2310;4701;Rio Santa Maria showing; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.065;-54.2683; ;alluvial placer;placer; ;Au, Ti, REE; ; ; ; ;Showing; ;monazite;gold;quartz;;;;;alluvial sediment;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2311;4702;Rio Santa Maria showing; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.1817;-54.415; ;alluvial placer;placer; ;Sn, Ti, Cr, REE; ; ; ; ;Showing; ;monazite;cassiterite, ilmenite, magnetite, chromite;quartz;;;;;alluvial sediment;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2312;4703;Rio Santa Maria showing; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.24;-54.5367; ;alluvial placer;placer; ;Sn, Ti, Cr, REE; ; ; ; ;Showing; ;monazite;cassiterite, ilmenite, magnetite, chromite;quartz;;;;;alluvial sediment;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2313;4704;Rio Santa Maria showing; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.2417;-54.465; ;alluvial placer;placer; ;Sn, Ti, REE; ; ; ; ;Showing; ;monazite;cassiterite, ilmenite, magnetite;quartz;;;;;alluvial sediment;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2314;4705;Rio Santa Maria showing; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.2267;-54.5417; ;alluvial placer;placer; ;Sn, Ti, REE; ; ; ; ;Showing; ;monazite;cassiterite, ilmenite, magnetite;quartz;;;;;alluvial sediment;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2315;4706;Rio Sapucaí;Sapucaí;Turvolândia, Cordislândia, São Gonçalo de Sapucaí, Careaçu, Silvianópolis, São Sebastião da Bela Vista e Pouso Alegre; ;district or area; ;Brazil;Minas Gerais;-21.8983;-45.7394; ;alluvial placer; ; ;Au, Ti, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;gold, ilmenite, zircon;;;;;;;;;;;;"CPRM (2013); Gupta and Krishnamurthy (2005); Lapido-Loureiro (2013); Schobbenhaus and others (2004)";;;dredge;No production(?);Producer(?).;;;;;;;;;;;;;0.0293 reserve;0.056;;;Lapido-Loureiro (2013);Not compliant;27.6 million cubic meters of ore;South America +2316;4778;Río Tambopata; ; ; ;district or area; ;Peru;Madre de Dios;-12.9992;-69.4993; ;alluvial placer; ; ;Au, REE, Th; ; ; ; ;Occurrence; ;monazite;gold;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2317;4531;Río Tercero; ; ; ;district or area; ;Argentina;Córdoba;-32.1764;-63.907; ;alluvial placer; ; ;REE, Ti, Zr; ; ; ; ;Deposit; ;monazite;rutile, zircon, ilmenite, garnet;quartz, garnet, feldspar;Quaternary;;Quaternary;;sand;;;;;;"Angelelli and Chaar (1965); Integrated Nuclear Fuel Cycle Information Systems (2013a); Jackson and Christiansen (1993)";1957;;;No production;;;;;46.2;;;;;;;;;0.025482 resource;;0.00066–0.0052% ThO2;;López (2012);Not compliant;Identified resources in 2 areas west-northwest of Villa Maria.;South America +2318;4532;Riocito;Riecito; ; ;site; ;Argentina;San Luis;-32.8191;-66.0995;Estimated location, near La Carolina.;alluvial placer; ; ;REE; ; ; ; ;Showing; ;;;;;;;;sand;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2319;4533;Rodeo de Los Molles; ;El Juli, El Rulo, Mina Norte; ;intrusion or complex; ;Argentina;San Luis;-32.3949;-65.7612;In Oriental Pampean Ranges.;alkaline igneous;hydrothermal deposit related to alkaline magmatism(?); ;U, REE, Th; ; ; ; ;Deposit; ;britholite-(Ce), allanite-(Ce), bastnäsite, thorbastnäsite;apatite, fluorite, titanite;quartz, aegirine-augite, phlogopite, calcite;Middle Jurassic;172 ± 2 Ma (Rb-Sr, potassic feldspar);;;monzogranite;;syenite;fenetization;Wealth Minerals Ltd. (2011);;"Franchini and others (2005); Gieré (1996); Lira and Ripley (1990); Lira and Ripley (1992); López (2012); Wealth Minerals Ltd. (2011); Weng and others (2015)";1982;Deposit is partially explored.;;No production;;;;;1) 5.6 geologic;2) 0.226 identified + 0.1176 speculative;"1) 2.1; 2) 2.52";;;;;;;;;;;"1) Franchini and others (2005); 2) López (2012)";Not compliant;1) Geologic resource is to a depth of 90 m.;South America +2320;4534;Rodeo de Los Molles; ; ; ;district or area; ;Argentina;San Luis;-32.4171;-65.7559;General location along Río Quines.;alluvial placer; ; ;REE, U, Sn, Zr, Th, F; ; ; ; ;Occurrence; ;monazite;zircon;;;;;;fenetized monzogranite;Las Huertitas pluton;;;;;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Lira and others (2000)";;Just over 10% of the deposit has been explored.;;No production;;;;;;;;;;;;;;;;;;;;;South America +2321;4754;Rosario de Rengo; ; ; ;site; ;Chile;Libertador General Bernardo O'Higgins;-34.5525;-70.5028; ;other igneous deposit;porphyry Cu-Mo; ;Mo, Cu, U, REE, Ti; ; ; ; ;Showing; ;;brannerite, chalcopyrite, molybdenite, pyrite;;;;;;dacite;;;;;;Ruiz and Peebles (1988);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2322;4708;Salitre I; ; ;Alto Paranaiba complex;intrusion or complex; ;Brazil;Minas Gerais;-19.0201;-46.7767; ;carbonatite with residual enrichment(?); ; ;P, Ti, Nb, U, REE, Th; ; ; ; ;Occurrence; ;perovskite, apatite, titanite, melanite, monazite, strontian loparite;carbonate-rich fluorapatite, magnetite, apatite, Ti-garnet, titanite, zircon, ilmenite, pyrite, zeolite;diopside, phlogopite, olivine, cancrinite, zeolite, aegirine-augite, calcite, biotite, nepheline;Upper Cretaceous;82.7 ± 4.2 Ma, 78.7 ± 4.0 Ma (K-Ar, biotite, bebedourite);;;pyroxenite, bebedourite, carbonatite, sövite, phoscorite, fenite;;syenite;;;Intrusion is covered by thick lateritic cover. High REE.;"Barbosa and others (2012a); Castor (1994); Eby and Mariano (1992); Haggerty and Mariano (1983); Hedrick (2001); Ulbrich and Gomes (1981)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2323;4709;Salitre II; ; ;Alto Paranaiba complex;intrusion or complex; ;Brazil;Minas Gerais;-18.9743;-46.819; ;carbonatite with residual enrichment(?); ; ;P, Ti, Nb, U, REE; ; ; ; ;Occurrence; ;perovskite, apatite, titanite, melanite, monazite;apatite, perovskite, magnetite, Ti-garnet, titanite;;Upper Cretaceous;;;;bebedourite, fenite, carbonatite;;;;;Intrusion is covered by thick lateritic cover.;"Barbosa and others (2012a); Eby and Mariano (1992); Ulbrich and Gomes (1981); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2324;4710;Salitre III; ; ;Alto Paranaiba complex;intrusion or complex(?); ;Brazil;Minas Gerais;-19.0707;-46.7403; ;carbonatite with residual enrichment(?); ; ;REE; ; ; ; ;Occurrence; ;perovskite, apatite, titanite, melanite, monazite;;;Upper Cretaceous;;;;bebedourite, carbonatite, phoscorite;;;;;;"Barbosa and others (2012a); Barbosa and others (2012b)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2325;4711;Salobo; ; ; ;site(?);Cu-Au mine;Brazil;Pará;-5.7875;-50.5375; ;hydrothermal Fe-oxide deposit ± Cu, Au;volcanogenic massive sulfide, IOCG; ;Cu, Au, Fe, REE, U, Mo, Ag; ; ; ; ;Showing; ;;bornite, chalcopyrite, magnetite, gold, chalcocite;quartz, tourmaline, olivine, garnet;;;;;iron formation, amphibolite, metasediments, quartzite;Salobo Group;;;Vale SA;;"CPRM (2013); Jepson (2012); Tassinari and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2326;4797;San Antonio; ; ; ;site; ;Venezuela;Bolívar;7.7442;-63.5744; ;sedimentary; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;"Ministerio de Minas e Hidrocarburos (1959); Staude (1989)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2327;4550;San Cristobal;Cerro San Cristobal; ; ;intrusion or complex; ;Bolivia;Cochabamba;-16.9371;-66.9016;Estimated location NNW of Cerro Sapo, in Ayopayo alkaline province.;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;;;sodalite;;;Cretaceous;;calciocarbonatite;;nepheline syenite;;;;Schultz and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2328;4789;San Luis; ; ; ;district or area; ;Uruguay;Canelones;-34.7838;-55.5715; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, magnetite, rutile;;;;;;beach sand;;;;;Sand is reported to contain 18.4% heavy minerals.;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2329;4712;Santa Cruz; ; ;Aracruz;district or area; ;Brazil;Espírito Santo;-19.9667;-40.15; ;shoreline placer; ; ;REE, Th, Ti, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2330;4535;Santa Julia;Sierra de Tusaquillas; ; ;intrusion or complex; ;Argentina;San Luis;-23.3816;-66.0063;Estimated location.;carbonatite;hydrothermal deposit related to alkaline magmatism, carbonatite dike;dikes;REE, Th; ; ; ; ;Showing; ;;;;;;Cretaceous;;carbonatite;;syenite, granite, monzonite;metasomatic;;At least 26 dikes.;"Franchini and others (2005); López (2012); Zappettini (1999)";;Deposit is partially explored.;;No production;;;;;;;;;;;;;;;;;;;;;South America +2331;4713;Santa Teresa; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.3317;-54.0383; ;alluvial placer;placer; ;Sn, Ti, REE; ; ; ; ;Showing; ;monazite;cassiterite, ilmenite, magnetite;quartz;;;;;alluvial sediment;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2332;4716;São Gabriel da Cachoeira; ; ;Seis Lagos;site; ;Brazil;Amazonas;0.3183;-66.6828; ;carbonatite; ; ;Nb, Be, V, Th, REE, Zn; ; ; ; ;Occurrence; ;;;;Upper Cretaceous;;Upper Cretaceous;;;Seis Lagos;;;;;Azevedo Branco (1984);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2333;4717;São Gonçalo do Sapucai;Rio Sapucaí;Turvolândia, Cordislândia, São Gonçalo de Sapucaí, Careaçu, Silvianópolis, São Sebastião da Bela Vista, Pouso Alegre; ;district or area; ;Brazil;Minas Gerais;-21.933;-45.667; ;alluvial placer; ; ;Ti, Zr, REE, Au; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, gold, garnet;quartz;Cenozoic;;;;fluvial sand;;;;SA Mineraçcao da Trinidade (Samitri, 1989);Sands contain 0.66% monazite.;"Azevedo Branco (1984); Brasil Departamento Nacional de Produção Mineral (2001); Jackson and Christiansen (1993); Mining Journal (1990); O'Driscoll (1989); Viera and Lins (1997)";;;;No production(?);Under development (1989).;;;;; 2) 0.002017 measured;;;;;;;;"1) 0.029 measured + indicated; 2) 0.003478 measured";1) 0.05;;2) 2009;"1) Lapido-Loureiro (2013); 2) Brasil Departamento Nacional de Produção Mineral (2010)";"1) Not compliant(?); 2) Not compliant";"1) Reserves are contained in 27.6 million cubic meters of alluvium; 2) Monazite contains 52.82% TREO.";South America +2334;4718;São Gotardo; ; ; ;intrusion or complex; ;Brazil;Minas Gerais;-19.35;-46.1; ;carbonatite(?); ; ;REE; ; ; ; ;Showing(?); ;;magnetite, apatite, pyrochlore;calcite;;;Upper Cretaceous;;carbonatite;;syenite, melteigite, urtite, alkali gabbro, pulaskite;;;;"Morbidelli and others (1995); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2335;4720;São João del Rei;Volta Grande pegmatite field;Volta Grande Mine, others; ;district or area;pegmatite field;Brazil;Minas Gerais;-21.077;-44.579;Latitude-longitude is for a location in the Volta Grande Mine area.;other igneous deposit;pegmatites; ;Sn, Ta, REE, Li, Rb; ; ; ; ;Showing; ;monazite-(Ce);microlite, cassiterite, tantalite-(Mn), spodumene, zircon, siderite, magnetite, pyrite, ilmenite, rutile, titanite, apatite, sphalerite, thorite, gahnite;quartz, albite, microcline, garnet, fluorite, muscovite, amphibole, actinolite, clinozoisite, diopside, epidote;Paleoproterozoic;;Archean;;greenstone;;;;;;"Lagache and Quéméneur (1997); Nascimento and others (2015); Villas-Boas (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2336;4721;São Mateus; ; ; ;district or area; ;Brazil;Espírito Santo;-19.633;-40.883; ;shoreline placer; ; ;REE; ; ; ; ;Deposit;small deposit;monazite;ilmenite, zircon, rutile;;Quaternary;;;;beach sand;;;;;;"Brasil Departamento Nacional de Produção Mineral (2010); Leonardos (1974)";;;;No production;;;;;;;;;;;;;;0.000108 measured;;;2009;Brasil Departamento Nacional de Produção Mineral (2010);Not compliant(?);;South America +2337;4766;Sarambí;Cerro Sarambí; ; ;intrusion or complex; ;Paraguay;Concepción;-22.7833;-56.25; ;carbonatite; ; ;U, Nb, Ba, Sr, P, REE, U; ; ; ; ;Showing; ;strontian loparite, strontiochevkinite, cerium-bearing tausonite(?);apatite, magnetite, pyrite, lamprophyllite, hematite, titanite;calcite, biotite, nepheline, aegirine;;;Lower Cretaceous;;carbonatite, sövite, fenite;;pyroxenite, syenite;metasomatic;;;"Bagiński and MacDonald (2013); Castorini and others (1997); Eby and Mariano (1992); Gomes and others (2013); Haggerty and Mariano (1983); Mitchell (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2338;4724;Seis Lagos;Morro Dos Seis Lagos, Sao Gabriel da Cachoeira; ; ;intrusion or complex; ;Brazil;Amazonas;0.3066;-66.6831; ;carbonatite with residual enrichment; ;breccia, concretions;Nb, REE, Th, Mn, Al, Ti, Ba, Fe, Pb, Zn, V, Be; ; ; ; ;Deposit; ;florencite, RE oxides and hydroxides;Nb-rich rutile, pyrochlore, brookite, siderite, barite, pyroxene;ankerite, dolomite, goethite;Precambrian(?);;;;weathered carbonatite;;gneiss;;;"Three carbonatitic alkaline pipes form laterite-covered hills; laterites average 230 m in depth and are reported to contain 1.50% REO.";"Azevedo Branco (1984); Berger and others (2009); Cuadros Justo and Souza (1986); Issler (1978); Lobato (2011); Mariano (1989); Schobbenhaus and others (2004); Woolley (1987)";;;;No production;;;;;2898;43;1.5;;;;;;;;;;;Weng and others (2015);Not compliant(?);;South America +2339;4725;Sepetiba;Se Petiba; ; ;district or area; ;Brazil;Rio de Janeiro;-22.9671;-43.7156; ;shoreline placer; ; ;REE; ; ; ; ;Occurrence(?); ;monazite;;;Quaternary;;;;beach sand;;;;;;Leonardos (1974);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2340;4726;Serra; ; ; ;district or area; ;Brazil;Espírito Santo;-20.1667;-40.1846;Longitude modified to plot onshore from that in Jackson and Christiansen (1993).;shoreline placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;quartz;Upper Tertiary (Neogene?);;Upper Tertiary (Neogene?);;dune and beach sand;;;;;0.8% monazite.;"Brasil Departamento Nacional de Produção Mineral (2001); Jackson and Christiansen (1993)";;;;No production;;;;;;0.005971 measured;;;;;;;;0.0671 measured;;;1999;Brasil Departamento Nacional de Produção Mineral (2001);Not compliant;Monazite contains 8.90% TREO.;South America +2341;4727;Serra do Ouro; ; ; ;intrusion or complex(?); ;Brazil;Rondônia;-12.2089;-64.2817; ;unclassified; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2342;4728;Serra do Ramalho;Terras Raras Oeste project; ; ;district or area; ;Brazil;Bahia;-13.507;-43.774;Estimated location.;unclassified;"described as ""similar to"" Bayan Obo"; ;REE; ; ; ; ;Occurrence; ;;fluorite;;;;;;;;;;World Mineral Resources Participações S.A. (WMR);"TREE grades from 0.05% to 2.61% in rock; deposit appears to be enriched in Nd.";"de Campos and others (2014); World Mineral Resources Participações S.A. (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2343;4729;Serra do Repartimento; ; ; ;intrusion or complex; ;Brazil;Roraima;2.0583;-61.4772; ;carbonatite with residual enrichment;alkaline igneous with residual enrichment?;disseminated;P, Nb, REE, Ba; ; ; ; ;Showing; ;monazite, gorceixite-goyazite;barite, zircon;;;;;;syenite, monzonite, nepheline phonolite, laterite;;;;;Up to 5 percent TREO reported in the laterites.;"Lapido-Loureiro (2013); Schobbenhaus and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2344;4730;Serra Dourada;Pela Ema;Serra Verde, Formoso(?); ;intrusion or complex;Sn mine;Brazil;Goiás;-13.4522;-48.5761; ;"alkaline igneous with residual enrichment; alluvial placer";"tin granite, greisen; tin in weathered eluvium, pegmatites, veins, and albitized granite, alluvial placer, residual, placer, saprolite";pegmatite;Sn, REE; ; ; ; ;Deposit; ;monazite-(Ce), xenotime-(Y), bastnäsite, allanite, apatite, fluorite, fergusonite, kaolinite;cassiterite, ilmenite, zircon, bornite, chalcopyrite, pyrrhotite, covellite, pyrite, hematite, magnetite, fluorite, apatite, wolframite, gahnite;epidote, tourmaline, muscovite, biotite, quartz, orthoclase, albite, sericite, garnet;;;Mesoproterozoic, Cenozoic(?);;granite, weathered granite, saprolite;;;;;;"Botelho (2014); Santana and others (2015); Schobbenhaus and others (2004)";;;;No production;;;;;902 indicated + inferred;;0.16;;0.1;;;;;;;;;Hatch (2015);NI 43-101 compliant;Resource is for Serra Verde.;South America +2345;4731;Serra Negra; ; ;Alto Paranaiba complex;intrusion or complex; ;Brazil;Minas Gerais;-18.9154;-46.8375; ;carbonatite with residual enrichment; ; ;Ti, REE, Fe, P, Th, U; ; ;High LREE/HREE ratio.; ;Deposit; ;apatite, anatase;apatite, magnetite, rutile, pyrochlore, ilmenite, baddeleyite, pyrrhotite, anatase;olivine, dolomite, phlogopite;Upper Cretaceous;;;;dunite, carbonatite, phoscorite, bebedourite, quartzite;;;;;Hi LREE/HREE ratio.;"Azevedo Branco (1984); Castor (1994); Grasso (2010); Mariano (1989); Rodrigues and Lima (1984); Ulbrich and Gomes (1981)";;;;No production(?);;;;;;;;;;;;;;;;;;Castor (1994);Not compliant;200 Mt at 27.7% TiO2. Ti concentrates contain >3% REE;South America +2346;4732;Serra Verde; ; ;Serra Dourada;district or area; ;Brazil;Goiás;-13.4995;-48.4668;Estimated location near town of Minacu.;"alkaline igneous with residual enrichment; supergene";weathered crust elution-deposited REE, laterite, weathered alklaine igneous, ion adsorption; ;REE; ; ; ; ;Deposit; ;monazite-(Ce), xenotime-(Y), bastnäsite, cerianite-(Ce), fergusonite, kaolinite;magnetite;;;;Mesoproterozoic, Cenozoic(?);;granite, weathered granite, saprolite;Pela Ema Granite;;;Mineração Serra Verde (subsidiary of Mining Ventures Brasil, 2013);"23% HREO in TREO of indicated resources; 1.8 billion-year-old Pela Ema granite with tin veins was intruded at depth about 540 Ma by alkaline rocks leading to potassium metasomatism and alteration; subsequent tropical weathering (10–70 Ma) led to 15-20 m thick lateritic plateau; about half of the REE in the ore is sorbed on clay.";"Hatch (2015); Mineração Serra Verde (2014); Natural History Museum (2015); Rocha and others (2013); Santana and others (2015)";1983;;;No production;Under development (2014).;;;;412 total resource;;0.16;;0.1;;;;;;;;2013;Mineração Serra Verde (2014);NI 43-101 compliant;;South America +2347;4735;Siri;Ponta do Siri; ; ;district or area; ;Brazil;Espírito Santo;-21.1;-40.85; ;shoreline placer; ; ;Zr, REE, Th, Ti; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, magnetite, zircon;quartzite;;;;;sand;;;;;;"CPRM (2013); Overstreet (1967); Schobbenhaus and others (2004)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;South America +2348;4790;Solis; ; ; ;district or area; ;Uruguay;Maldonado;-34.8021;-55.3734; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, magnetite, rutile;;;;;;beach sand;;;;;Sand is reported to contain 16.7% heavy minerals.;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2349;4736;Sucunduri; ; ; ;intrusion or complex; ;Brazil;Amazonas;-8.5297;-59.4615; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;eudialyte;;;Mesoproterozoic;1200 Ma (K-Ar);;;agpaitic nepheline syenite complex, trachyte, phonolite;;;;;;"Cordani and others (2010); Ulbrich and Gomes (1981); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2350;4536;Susques; ;includes Patricia dike; ;intrusion or complex; ;Argentina;Jujuy;-23.355;-66.247; ;carbonatite;veins, stockwork;veins, stockwork;REE, Th; ; ; ; ;Occurrence; ;;;;;;Tertiary (Paleogene–Neogene?);;carbonatite(?);;Ordovician sediments;;Artha Resources Corp.;REE minerals in stockwork veins with a strike length of over 6 km.;"Artha Resources Corp. (2010b); Artha Resources Corp. (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2351;4738;Tapira; ; ;Alto Paranaiba complex;intrusion or complex;P mine;Brazil;Minas Gerais;-19.8644;-46.8644; ;carbonatite with residual enrichment; ; ;P, Ti, Nb, REE, Th, U; ; ; ; ;Deposit; ;perovskite, apatite, crandallite, anatase, pyrochlore;apatite, pyrochlore, perovskite, magnetite, zirconolite, titanite, ilmenite, barite, vermiculite;diopside, phlogopite, garnet, limonite, clay, pyroxene, garnet, olivine;Upper Cretaceous;69.5 ± 3.5 Ma (K-Ar, biotite, bebedourite);;;bebedourite, carbonatite, syenite, phoscorite;;;;;At phosphate mine.;"Azevedo Branco (1984); Berger and others (2009); Brod and others (2005); Hirano and others (1990); Jackson and Christiansen (1993); Mariano (1989); Pell (1996); Singer (1998); Soubiès and others (1991); Ulbrich and Gomes (1981); Woolley (1987)";;;;No production;;;;;5.2;0.546;10.5;;;;;;;;;;;Hirano and others (1990);Not compliant;;South America +2352;4739;Tibau; ; ; ;district or area; ;Brazil;Rio Grande do Norte;-6.1943;-35.0831;Estimated location along shoreline.;shoreline placer; ; ;REE, Th; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Miyasaki (2012);;;;No production(?);;;;;;;;;;;;;;;;;;;;;South America +2353;4538;Tierra del Fuego; ; ; ;district or area;Province;Argentina;Tierra del Fuego;-53.3131;-68.2163;Location is generalized for a section of coast from Rio Grande to San Sebastián Bay.;shoreline placer(?); ; ;Ti, Zr, Au, REE, Th; ; ; ; ;Occurrence; ;monazite;rutile, ilmenite, magnetite, gold, zircon;;;;;;;;;;;;"Angelelli (1984); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;South America +2354;4539;Tierras Raras; ; ; ;site; ;Argentina;Salta;-23.4774;-66.2174; ;unclassified; ; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;;Zappettini (1999);;;;Not known;;;;;;;;;;;;;;;;;;;;;South America +2355;4741;Torquato Severo; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.03;-54.0616;Estimated location.;alluvial placer;placer; ;Au, Ti, REE; ; ; ; ;Showing; ;monazite;gold, ilmenite, magnetite;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2356;4742;Torquato Severo; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.065;-54.2467; ;alluvial placer;placer; ;Sn, Ti, REE; ; ; ; ;Showing; ;monazite;cassiterite, ilmenite, magnetite;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2357;4743;Torquato Severo; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-31.0967;-54.025; ;alluvial placer;placer; ;Sn, Ti, REE; ; ; ; ;Showing; ;monazite;cassiterite, ilmenite, magnetite;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2358;4779;Tres Chosas; ; ;Guadalupito;district or area; ;Peru;La Libertad;-8.863;-78.6795; ;shoreline placer; ; ;AND, Fe, Ti, Zr, REE, GAR, P; ; ; ; ;Deposit; ;monazite;andalusite, magnetite, ilmenite, rutile, zircon, garnet, apatite;;;;;;sand;;;;Latin Resources Ltd. ;;"Latin Resources Ltd. (2013); Latin Resources Ltd. (2014)";;;;No production;;;;;256.3 inferred;;;;;;3.9;;;;0.012;;2013;Latin Resources Ltd. (2014);JORC compliant;Majority of the resource is below the water table.;South America +2359;4761;Twareietau; ; ;Muri-Mutum alkaline complex;intrusion or complex; ;Guyana;East Berbice-Corentyne;2;-57; ;carbonatite with residual enrichment; ; ;P, Sr, REE, Ba; ; ; ; ;Occurrence; ;goyazite, florencite, bastnäsite;zircon, pyrochlore, rutile, anatase;nepheline, cancrinite, sodalite, aegirine-augite, amphibole, biotite;;;;1025 ± 28 Ma (K-Ar, feldspar);weathered carbonatite, nepheline syenite;;;;;In Muri alkaline complex.;"Mariano (1989); Premoli and Kroonenberg (1984); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2360;4746;Uná; ; ; ;district or area; ;Brazil;Espírito Santo;-20.6156;-40.4354;Location in bend of Uná River.;shoreline placer;;disseminated;REE, Th, Zr; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, magnetite, zircon;quartz;;;;;;;;;;;"CPRM (2013); Schobbenhaus and others (2004)";;;;Not known;;;;;;;;;;;;;;;;;;;;;South America +2361;4747;Uruana; ; ; ;site; ;Brazil;Goiás;-15.5269;-49.6347; ;other igneous deposit;"deposit related to felsic intrusion; Cu-Au porphyry"; ;Cu, Au, REE; ; ; ; ;Showing; ;monazite;gold;;;;;;granite, quartz syenite;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2362;4540;Valle Fertil;Sierra de Valle Fértil;Teodesia; ;district or area; ;Argentina;San Juan;-30.5824;-67.6257; ;other igneous deposit;pegmatites;pegmatites, veins;SIL, REE; ; ; ; ;Showing; ;monazite, allanite;quartz, vermiculite;muscovite, potassic feldspar, albite, biotite, garnet;;;"Proterozoic; Ordovician";;"granodioritic to tonalitic gneiss, amphibolite, ultramafic rock; granite";;;;;Mineralization is in pegmatites and veins.;"Angelelli and others (1980); Galliski and others (2011); Overstreet (1967)";;;;No production(?);Past producer quartz.;;;;;;;;;;;;;;;;;;;;South America +2363;4697;Vau dos Prestes; ; ;Rio Camaquã;district or area; ;Brazil;Rio Grande do Sul;-30.9347;-52.6472; ;alluvial placer; ; ;Zr, Th, Sn, Au, REE(?); ; ; ; ;Showing; ;monazite;zircon, cassiterite, gold;;;;;;gravel;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2364;4541;Villa Maria; ; ;Río Tercero;district or area; ;Argentina;Córdoba;-32.394;-63.345; ;alluvial placer; ; ;Sn, REE, Ti, Zr, Th; ; ; ; ;Showing(?); ;monazite;ilmenite, rutile, zircon;;;;;;;;;;;;"Angelelli and Chaar (1965); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;South America +2365;4748;Vitoria District; ; ; ;district or area; ;Brazil;Espírito Santo;-18.367;-40.7; ;shoreline placer; ; ;REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, magnetite;quartz;Quaternary;;;;beach sand;;;;Nuclebras de Monazita e Associados Ltda. (Nuclemon);;"Harben (1984); Leonardos (1974)";;;;Past producer(?);Active producer (1985).;;;;;;;;;;;;;;;;;;;;South America +2366;4749;Volta Grande; ; ;São João del Rei pegmatite field;site;Sn-Ta mine;Brazil;Minas Gerais;-21.09;-44.5914; ;other igneous deposit;pegmatites; ;Sn, Ta, REE, Li, Rb; ; ; ; ;Showing; ;monazite-(Ce);microlite, cassiterite, tantalite-(Mn), spodumene, zircon, siderite, magnetite, pyrite, ilmenite, rutile, titanite, apatite, sphalerite, thorite, gahnite;quartz, albite, microcline, garnet, fluorite, muscovite, amphibole, actinolite, clinozoisite, diopside, epidote;;;;;;;;;;;"Lagache and Quéméneur (1997); Nascimento and others (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2367;4750;W do Passo do Silva; ; ; ;district or area; ;Brazil;Rio Grande do Sul;-30.7081;-52.3436; ;alluvial placer; ; ;Sn, REE; ; ; ; ;Showing; ;monazite;cassiterite;quartz;;;;;sand;;;;;;Schobbenhaus and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South America +2368;7001;Dasht-i-Nawar; ; ; ;intrusion or complex(?); ;Afghanistan;Ghaznī;33.233;68.1;50 km southwest of Gazni.;carbonatite(?);carbonatite(?);dike;REE; ;0.1–0.2% Ce; ; ;Showing; ;;;amphibole, biotite, plagioclase;;;Pliocene-Quaternary;;pyroclastic carbonatite, carbonatite tuff;;trachyandesite, dacite;;;Fragments of in carbonatite.;"Vikhter and others (1976); Woolley and Church (2005); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2369;7002;Khanneshin; ; ; ;intrusion or complex; ;Afghanistan;Helmand;30.4765;63.5982; ;carbonatite; ;seams, dikes;REE, U, P, F, Zr; ; ; ; ;Deposit; ;monazite-(Ce), synchysite-(Ce), bastnäsite-(Ce), khanneshite-(Ce), parisite-(Ce), calkinsite-(Ce), carbocernaite, burbankite, apatite;apatite, barite, strontianite, fluorite, pyrochlore, magnetite, galena, taeniolite, celestite;ankerite, calcite, pyroxene, phlogopite, aegirine, biotite;Pliocene–Quaternary;;Pliocene–Quaternary;;carbonatite, barite-strontianite alvikite, siderite-ankerite-hematite carbonatite;Khanneshin carbonatite complex;Neogene sedimentary rock;;;There is evidence for multiple generations and types of carbonatite magma.;"Abdullah and others (1977); Daliran and Garry (2012); ESCAP (1995); Sasaki and others (2014); Tucker and others (2011); Tucker and others (2012); Weng and others (2015)";;;;No production;;;;;;2) 37;3.6;;;;;;;;;;1) 2011;"1) Tucker and others (2012); 2) Weng and others (2015)";Not compliant;1) 1.29 Mt LREO geologic resource;South and Central Asia +2370;7003;Zardag; ; ; ;intrusion or complex(?); ;Afghanistan;Helmand;29.7;63.567;Insufficient data to verify location.;alkaline igneous(?);alkaline igneous;veins;REE; ; ; ;up to 0.6% TREO;Occurrence(?); ;;gypsum, aragonite, onyx, barite;;;;Pleistocene;;andesite, dacite;;;;;"Aragonite and onyx veins contain up to 0.6% REE; might be related to Khanneshin as the result of hydrothermal activity of carbonatite magma.";"Vikhter and others (1976); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2371;7004;Badarmokam;Bodarmukam; ; ;district or area; ;Bangladesh;Chittagong bibhag;20.7912;92.3066; ;shoreline placer; ; ;Ti, Zr, REE, Fe, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, (leucoxene), magnetite, zircon, rutile, kyanite;;;;;;beach sand;;;;;;"ESCAP and ABMRGG (1988); Hossain and others (2014); Miah (2013); Kamruzzaman Sarker (1999); Sasaki and others (2014); Uddin (2001); Zaman and others (2012)";;;;Not known;;;;;1.765 reserve;;;;;0.411 reserve;;0.0074 xenotime reserve, 0.0109 zircon reserve;;0.004932 reserve;0.28;;1983(?);Hossain and others (2014);Not compliant;;South and Central Asia +2372;7005;Baraghoriapara;Baraghori; ;Moheshkhali;district or area; ;Bangladesh;Chittagong bibhag;21.5833;91.9333;On Moheshkhali Island.;shoreline placer; ; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, magnetite, rutile, (leucoxene), garnet, kyanite;;;;;;;;;;;;"ESCAP and ABMRGG (1988); Kamruzzaman Sarker (1999); Miah (2013)";;;;No production;;;;;0.8884 reserve;;;;;0.18177 reserve;;;;0.000927 reserve;0.1;;1983(?);Kamruzzaman Sarker (1999);Not compliant;;South and Central Asia +2373;7006;Brahmaputra River;Jamuna River; ; ;district or area; ;Bangladesh;Rangpur bibhag;25.6513;89.7132; ;alluvial placer; ; ;Ti, Zr, REE, GAR, U; ; ; ; ;Showing; ;monazite;ilmenite, rutile, magnetite, zircon, garnet;quartz, feldspar, mica;;;;;alluvial sediment;;;;;"Most samples in this part of the river contained 8–15 percent heavy minerals; ilmenite ranges from about 4 to 9 percent and rutile ranges from about 3 to 5 percent.";"Khalil and others (2016); Rosenblum and Mosier (1983)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2374;7007;Cox's Bazaar; ;Sonarpara; ;district or area; ;Bangladesh;Chittagong bibhag;21.4645;91.9615;Estimated location based on Sasaki and others (2014).;shoreline placer;surficial and paleo beach deposits; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, magnetite, zircon, garnet, (leucoxene), rutile, kyanite;quartz, (hornblende), pyroxene, augite, epidote, amphibole;;;;;beach sands and dunes;;;;;"Sixteen major deposits have been identified in the Cox's Bazaar area per ESCAP and ABMRGG (1988); six deposits are along the coast, three are on small offshore islands, and seven are on Moheshkhali Island.";"ESCAP and ABMRGG (1988); Miah (2013); Roskill Information Services (1988); Kamruzzaman Sarker (1999); Sasaki and others (2014); Seddique and Hoque (2015); Zaman and others (2012)";1961;First exploration in 1961(?);;No production;;;;;5.119 reserve;;;;;0.92 reserve;;;;0.002024 reserve;0.04;;1983(?);Kamruzzaman Sarker (1999);Not compliant;;South and Central Asia +2375;7008;Fakiraghona;Fakiraganz; ;Moheshkhali;district or area; ;Bangladesh;Chittagong bibhag;21.5332;91.9363;Estimated location on Moheshkhali Island.;shoreline placer; ; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, (leucoxene), magnetite, garnet, kyanite;;;;;;;;;;;;"ESCAP and ABMRGG (1988); Kamruzzaman Sarker (1999); Miah (2013)";;;;No production;;;;;0.2739 reserve;;;;;0.06846 reserve;;;;0.000055 reserve;0.02;;1983(?);Kamruzzaman Sarker (1999);Not compliant;;South and Central Asia +2376;7009;Fakirahata; ; ;Moheshkhali;district or area; ;Bangladesh;Chittagong bibhag;21.5414;91.9372;On Moheshkhali Island.;shoreline placer; ; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, magnetite, rutile, (leucoxene), garnet, kyanite;;;;;;;;;;;Reported to have 54% heavy mineral content.;"ESCAP and ABMRGG (1988); Kamruzzaman Sarker (1999); Miah (2013)";;;;No production;;;;;0.409 reserve;;;;;0.09675 reserve;;;;0.000194 reserve;0.047;;1983(?);Kamruzzaman Sarker (1999);Not compliant;;South and Central Asia +2377;7011;Hoanak;Nalbila, Honak; ; ;district or area; ;Bangladesh;Chittagong bibhag;21.786;92.06;Estimated location on Moheshkhali Island.;shoreline placer; ; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, magnetite, rutile, (leucoxene), garnet, kyanite;;;;;;;;;;;;"ESCAP and ABMRGG (1988); Kamruzzaman Sarker (1999); Miah (2013)";;;;No production;;;;;0.09278 reserve;;;;;0.00712 reserve;;;;0.000004 reserve;0.004;;1983(?);Kamruzzaman Sarker (1999);Not compliant;;South and Central Asia +2378;7012;Inani; ; ; ;district or area; ;Bangladesh;Chittagong bibhag;21.286;92.0547;Estimated location based on Sasaki and others (2014), Latitude and Longitude are for town of Inani.;shoreline placer; ; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, magnetite, rutile, (leucoxene), garnet, kyanite;;;;;;;;;;;;"ESCAP and ABMRGG (1988); Kamruzzaman Sarker (1999); Miah (2013); Sasaki and others (2014)";;;;Not known;;;;;0.7293 reserve;;;;;0.1755 reserve;;;;0.000965 reserve;0.13;;1983(?);Kamruzzaman Sarker (1999);Not compliant;;South and Central Asia +2379;7013;Kalatoli;Kolatoli; ;Cox's Bazaar;district or area; ;Bangladesh;Chittagong bibhag;21.4161;91.9825; ;shoreline placer; ; ;Ti, Zr, REE, GAR; ; ; ; ;Occurrence(?); ;monazite;ilmenite, magnetite, zircon, garnet, (leucoxene), rutile, kyanite;;;;;;dune sand;;;;;Foredune part of Cox's Bazaar deposit?;"Sasaki and others (2014); Zaman and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2380;7014;Kuakata; ; ; ;district or area; ;Bangladesh;Barisal bibhag;21.8061;90.1514;Estimated location based on Sasaki and others (2014).;shoreline placer; ; ;GAR, Ti, Zr, Fe, REE; ; ; ; ;Deposit; ;monazite;garnet, ilmenite, zircon, magnetite, rutile, (leucoxene), kyanite;(hornblende), epidote;;;;;beach sand;;;;;;"Bari and others (2011); Kamruzzaman Sarker (1999); Miah (2013); Sasaki and others (2014); Uddin (2001)";;;;No production;;;;;2.8725 reserve;;;;;0.8317 reserve;;;;0.000083 reserve;;;1980's(?);Kamruzzaman Sarker (1999);Not compliant;;South and Central Asia +2381;7015;Kutubdia Island;Kutubia, Kutubdai; ; ;district or area;island;Bangladesh;Chittagong bibhag;21.8561;91.845;Estimated location on Kutubdia Island based on Sasaki and others (2014).;shoreline placer; ; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, magnetite, rutile, (leucoxene), garnet, kyanite;;;;;;beach sand;;;;;;"ESCAP and ABMRGG (1988); Kamruzzaman Sarker (1999); Miah (2013); Sasaki and others (2014); Uddin (2001)";;;;No production;;;;;0.4046 reserve;;;;;0.12 reserve;;;;0.000096 reserve;;;1980's(?);Kamruzzaman Sarker (1999);Not compliant;;South and Central Asia +2382;7016;Kutubjum;Kutubgum; ;Moheshkhali;district or area; ;Bangladesh;Chittagong bibhag;21.504;91.909;"On Moheshkhali Island, along estuary; estimated location.";shoreline placer; ; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, (leucoxene), magnetite, garnet, kyanite;;;;;;;;;;;;"ESCAP and ABMRGG (1988); Kamruzzaman Sarker (1999); Miah (2013);";;;;No production;;;;;0.57798 reserve;;;;;0.10624 reserve;;;;0.000202 reserve;0.035;;1983(?);Kamruzzaman Sarker (1999);Not compliant;;South and Central Asia +2383;7017;Lomburi; ; ;Cox's Bazaar;district or area; ;Bangladesh;Chittagong bibhag;20.8722;92.2664; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, magnetite, zircon, garnet, (leucoxene), rutile, kyanite;;;;;;sand, dune sand;;;;;"Reported to have 60% heavy mineral content; backdune area.";Zaman and others (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2384;7018;Matarbari; ; ; ;district or area;island;Bangladesh;Chittagong bibhag;21.6578;91.869;"On Matabari Island; estimated location based on Sasaki and others (2014).";shoreline placer; ; ;Ti, Zr, REE, Fe, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, (leucoxene), magnetite, zircon, rutile, kyanite;;;;;;beach sand;;;;;;"ESCAP and ABMRGG (1988); Kamruzzaman Sarker (1999); Miah (2013); Sasaki and others (2014); Uddin (2001)";;;;No production;;;;;0.069 reserve;;;;;0.0152 reserve;;;;0.00002 reserve;0.029;;1983(?);Kamruzzaman Sarker (1999);Not compliant;;South and Central Asia +2385;7019;Moheshkhali;Maheshkhali, Moiskal, Moheshkhali Foreshore Beach; ; ;district or area;island;Bangladesh;Chittagong bibhag;21.6055;91.9196;Estimated location based on Sasaki and others (2014).;shoreline placer; ; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, magnetite, rutile, (leucoxene), garnet, kyanite;;;;;;beach sand;;;;;"Seven significant deposits have been reported on the island (ESCAP and ABMRGG, 1988); sand is reported to be fine and well-sorted and contain 10–20% heavy minerals.";"Ahmed and others (2010); ESCAP and ABMRGG (1988); Miah (2013); Peters and others (2005); Sasaki and others (2014); Uddin (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2386;7020;Monkhali; ; ;Shilkhali;district or area; ;Bangladesh;Chittagong bibhag;21.0655;92.1502; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, magnetite, zircon, garnet, (leucoxene), rutile, kyanite;;;;;;dune sand;;;;;;"Sasaki and others (2014); Zaman and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2387;7021;Nijhum Dwip;Nijhum Island; ; ;district or area;island;Bangladesh;Chittagong bibhag;22.0485;90.9862;Estimated location based on Sasaki and others (2014).;shoreline placer; ; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, magnetite, rutile, (leucoxene), garnet, kyanite;;;;;;;;;;;;"ESCAP and ABMRGG (1988); Kamruzzaman Sarker (1999); Miah (2013); Sasaki and others (2014)";;;;Not known;;;;;0.379 reserve;;;;;0.0963 reserve;;;;0.0000190.06 proven + 0.034 probable;0.005;;1980's(?);Kamruzzaman Sarker (1999);Not compliant;;South and Central Asia +2388;7022;Panirchara; ; ;Moheshkhali;district or area; ;Bangladesh;Chittagong bibhag;21.5767;91.926;Estimated location on Moheshkhali Island.;shoreline placer; ; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, (leucoxene), magnetite, garnet, kyanite;;;;;;;;;;;;"ESCAP and ABMRGG (1988); Kamruzzaman Sarker (1999); Miah (2013);";;;;No production;;;;;1.595 reserve;;;;;0.20439 reserve;;;;0.000531 reserve;0.033;;1983(?);Kamruzzaman Sarker (1999);Not compliant;;South and Central Asia +2389;7023;Sabrang;Subrang; ; ;district or area; ;Bangladesh;Chittagong bibhag;20.833;92.2842;Estimated location based on Sasaki and others (2014).;shoreline placer; ; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, (leucoxene), zircon, rutile, magnetite;;;;;;;;;;;;"ESCAP and ABMRGG (1988); Hossain and others (2014); Kamruzzaman Sarker (1999); Miah (2013); Sasaki and others (2014)";;;;Not known;;;;;0.3476 reserve;;;;;0.06858 reserve;;;;0.000206 reserve;0.59;;1983(?);Hossain and others (2014);Not compliant;;South and Central Asia +2390;7024;Shaplapur; ; ;Shilkhali;district or area; ;Bangladesh;Chittagong bibhag;20.9763;92.2012; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, magnetite, zircon, garnet, (leucoxene), rutile, kyanite;;;;;;dune sand;;;;;Reported to have 70% heavy mineral content.;"Sasaki and others (2014); Zaman and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2391;7025;Silkhali;Shilkhali;Monkhali, Shaplapur; ;district or area; ;Bangladesh;Chittagong bibhag;21.1059;92.1162;Estimated location based on Sasaki and others (2014).;shoreline placer; ; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, (leucoxene), magnetite, garnet, kyanite;;;;;;;;;;;;"ESCAP and ABMRGG (1988); Kamruzzaman Sarker (1999); Miah (2013); Sasaki and others (2014)";;;;Not known;;;;;2.7568 reserve;;;;;0.4897 reserve;;;;0.003918 reserve;0.14;;1983(?);Kamruzzaman Sarker (1999);Not compliant;;South and Central Asia +2392;7028;Teknaf; ; ; ;district or area; ;Bangladesh;Chittagong bibhag;20.9047;92.2345; ;shoreline placer; ; ;Ti, Zr, REE, Fe, GAR, KYN; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, (leucoxene), rutile, magnetite, garnet, kyanite;;;;;;;;;;;;"ESCAP and ABMRGG (1988); Hossain and others (2014); Kamruzzaman Sarker (1999); Miah (2013); Roskill Information Services (1988); Sasaki and others (2014); Zaman and others (2012)";;;;Not known;;;;;1.39358 reserve;;;;;0.44229 reserve;;;;0.003045 reserve;0.16;;1983(?);Hossain and others (2014);Not compliant;;South and Central Asia +2393;7029;Amalapuram; ; ; ;district or area; ;India;Andhra Pradesh;16.5787;82.0061;Estimated location for town of Amalapuram.;shoreline placer; ; ;Ti, REE, Th; ; ; ; ;Occurrence(?); ;monazite;ilmenite;;;;;;;;;;;;"India Bureau of Mines (2015); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2394;7030;Ambadongar;Amma Dongar, Amba Dongar, Ambadungar; ; ;intrusion or complex;F mine, geologic deposit;India;Gujarat;21.9963;74.0642; ;carbonatite; ;veins;F, P, Fe, Nb, REE, U, Th, Ba; ; ; ; ;Deposit; ;bastnäsite, monazite, allanite;fluorite, apatite, magnetite, hematite, pyrochlore, barite, thorite, thorogummite;ankerite, dolomite, calcite;Eocene;;Eocene;;ferro carbonatite, calcite carbonatite;;;;;"Carbonatite ring dike complex; REE-bearing veins in carbonatite.";"Krishnamurthy and others (2000); Pell (1996); Ray and Shukla (2004); Singer (1998); Williams-Jones and Palmer (2002)";;;;No production;Active fluorite producer in 2002.;;;;105;;3;;;;;;;;;;;Singer (1998);Not compliant;;South and Central Asia +2395;7031;Anjengo - Vettur; ; ; ;district or area; ;India;Kerala;8.6866;76.7433; ;shoreline placer; ; ;REE, Th; ; ; ; ;Deposit;small deposit;monazite;;;;;;;;;;;;Monazite is believed to originate from the monazite-bearing sandstone and lignite in the Warkilli Series of Tertiary age;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Overstreet (1967)";;;;Not known;;;;;;;;;;;;;;0.008 resource;0.209;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not compliant;;South and Central Asia +2396;7032;Arattupuzha - Thrikunnapuzha; ; ; ;district or area; ;India;Kerala;9.245;76.4166;On Thothapally - Kayamkulam Barrier Island.;shoreline placer; ; ;REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, sillimanite, zircon, rutile, kyanite, garnet;epidote, tourmaline, titanite;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a): Nallusamy and others (2013);;;;No production;;;;;;;;;;;;;;0.002 resource;0.043;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2397;7033;Ashtamudi Lake; ; ;Chavara—Quilon;district or area;lake;India;Kerala;8.9751;76.5873; ;shoreline placer;estuarine sediments; ;SLM, GAR, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, sillimanite, garnet, zircon, titanite;biotite;;;;;;;;;;Estuary contains 3–7.5% heavy minerals on average.;"Anooja and others (2013); Integrated Nuclear Fuel Cycle Information Systems (2013a); Nair (2001)";;;;No production(?);;;;;;;;;;;;;;0.037 resource;0.37;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2398;7034;Ayiramthengu;Ayirmamthengu; ; ;district or area; ;India;Kerala;9.1155;76.4776;Estimated location.;shoreline placer; ; ;SLM, Zr, REE, GAR; ; ; ; ;Occurrence; ;monazite;sillimanite, zircon, titanite, garnet, rutile;biotite;Upper Pleistocene–Holocene;;Upper Pleistocene–Holocene;;sand;;;;;;"Anooja and others (2013); Mohanty and others (2004b); Padmalal and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2399;7036;Barpung; ; ; ;intrusion or complex;intrusion;India;Assam;26.425;93.4583; ;alkaline igneous; ; ;REE, Nb, Ba, Sr; ; ; ; ;Showing; ;monazite;magnetite, hematite, apatite, rutile, perovskite, titanite;aegirine, augite, calcite, olivine;;;;;pyroxenite, magnetite rock, syenite;;amphibolite;;;Alkaline complex is intrusive into amphibolite.;"Ghatak and Basu (2013); Kumar and others (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2400;7037;Baulapura; ; ; ;district or area; ;India;Orissa;20.2164;86.4372;Estimated location.;shoreline placer; ; ;Ti, GAR, Zr, REE, KYN, SLM; ; ; ; ;Occurrence(?); ;monazite;ilmenite, garnet, rutile, zircon, kyanite, sillimanite;;;;;;sand;;;;;;Rao and others (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2401;7038;Beldih;Beldin; ;Singhbhum;site;active P mine;India;West Bengal;23.0517;86.295; ;carbonatite;carbonatite, Kiruna, hydrothermal, IOCG;veins;P, U, Ta, Nb; ; ; ; ;Occurrence; ;monazite, allanite;apatite, magnetite, chalcopyrite, ilmenite, titanite;quartz, alkali amphibole, albite, calcite, biotite, pyroxene;;;;;carbonatite;;;;;In Beldih–Kutni shear zone.;"Krishnamurthy and others (2000); Sinha (1999); Vapnik and others (2007)";;;open pit;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2402;7041;Bhatin; ; ; ;site;U mine;India;Jharkhand;22.6474;86.3762;3 km from Jaduguda.;uranium deposit;igneous, U(-Cu) veins; ;U, REE; ; ; ; ;Occurrence; ;;uraninite, millerite, heazlewoodite, melonite, pyrite, skutterudite, molybdenite, chalcopyrite;;;;;;chlorite-biotite schist;;;;;This small deposit is an extension of Jaduguda which was separated from the main deposit by a major post-mineralization reverse fault.;"Dahlkamp (2009); Tiwari and others (2007)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2403;7042;Bhavanapadu;Bhabnapadu; ; ;district or area; ;India;Andhra Pradesh;18.5503;84.2362; ;shoreline placer; ; ;Ti, GAR, SLM, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, garnet, sillimanite, zircon, rutile;magnetite;;;;;beach and dune sand;;;;;Deposit generally at depth of 8–10 m.;"Bhattacharyya and others (2004); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2404;7043;Bhimunipatanam;Bheemunipatnam, Bhimili; ; ;district or area; ;India;Andhra Pradesh;17.8769;83.4387; ;shoreline placer; ; ;Ti, GAR, SLM, Zr, REE, Th; ; ; ; ;Showing; ;monazite;ilmenite, sillimanite, garnet, zircon, rutile;magnetite;;;;;beach and dune sand;;;;;;"Bhattacharyya and others (2004); Integrated Nuclear Fuel Cycle Information Systems (2013a); Mohanty and others (2004b); Rao Cheepurupalli and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2405;7044;Borra; ; ; ;intrusion or complex; ;India;Andhra Pradesh;18.2801;83.2987; ;carbonatite;carbonatite-associated; ;REE; ; ; ; ;Occurrence; ;bastnäsite;apatite;phlogopite, spinel, diopside;;;Mesoproterozoic;;carbonatite, pyroxenite, syenite;;charnokite;;;;"Krishnamurthy and others (2000); Rao (1989)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2406;7045;Brahmagiri; ; ; ;district or area; ;India;Orissa;19.769;85.6426;In Puri district.;shoreline placer; ; ;Ti, GAR, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, garnet, kyanite;;;;;;sand;;;;Odisha Sands Complex (Oscom);;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Patnaik (2012); Rao and others (2008)";;;;Not known;;;;;;;;;;120;;;;;;;;Patnaik (2012);Not known;;South and Central Asia +2407;7047;Chatrapur;Chartrapur, Orissa Sands Complex/OSCOM; ; ;district or area; ;India;Orissa;19.2959;84.9543; ;shoreline placer; ; ;Ti, Zr, REE, KYN, GAR; ; ; ; ;Deposit; ;monazite;ilmenite, garnet, sillimanite, rutile, (leucoxene), zircon, kyanite;quartz, feldspar, staurolite, amphibole;Quaternary;;;;sand dunes;;;;Indian Rare Earths, Toyota Tsusho, Sojitz;Byproduct of Ti mining. Belt of sand dunes is 1500 m wide and 19 km long. Relatively low U+Th (50–60 ppm) in ilmenite concentrate.;"Anstett (1986); ESCAP and ABMRGG (1988); Harben and Kužvart (1996); Hedrick and Templeton (1991); Integrated Nuclear Fuel Cycle Information Systems (2013a); Jackson and Christiansen (1993); Mohanty and others (2004a); Overstreet (1967); Russell (1991); Sulekha Rao and Misra (2009); Towner (1992)";;;;Byproduct producer;;;;;;;;;;;;;;0.82 resource;0.24;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2408;7048;Chavara;Quilon;includes IREL and KMML properties, Chavara Barrier Beach; ;district or area;deposit;India;Kerala;8.9724;76.5273;Considered to be the 22 km long, 6–8 km wide stretch of shoreline from Neendakara to Kayamkulam.;shoreline placer; ; ;Ti, SLM, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, sillimanite, zircon, rutile, (leucoxene), monazite;;;;;;dune and beach sand;;;;;Deposit is about 50% heavy minerals;Nair (2001);;;;Not known;;;;;;;;;;;;;;0.41 estimated;;;;Nair (2001);Not compliant;;South and Central Asia +2409;7049;Chavara–IREL; ; ; ;district or area; ;India;Kerala;8.9503;76.5344;Site moved onshore from location given in Jackson and Christiansen (1993).;shoreline placer; ; ;Ti, Zr, REE, SLM, GAR; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, (leucoxene), sillimanite, garnet;quartz;Quaternary;;;;beach sand;;;;Indian Rare Earths Ltd.;Byproduct of Ti mining. Monazite distribution is patchy. Ore is 18% HM.;"Anstett (1986); ESCAP and ABMRGG (1988); Harben and Kužvart (1996); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Overstreet (1967); Towner (1992)";;;;Byproduct producer;;;;;118 resource;0.101 resource;;;;;18;;;0.189 resource;;;1989;Jackson and Christiansen (1993);Not compliant;;South and Central Asia +2410;7050;Chavara–KMML; ; ; ;district or area; ;India;Kerala;9.007;76.5209;Site moved onshore from location given in Jackson and Christiansen (1993).;shoreline placer; ; ;Ti, Zr, REE, SLM, GAR; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, (leucoxene), sillimanite, garnet;quartz;Quaternary;;;;beach sand;;;;Kerala Minerals and Metals Ltd.;Byproduct of Ti mining. Monazite occurrence is patchy.;"Anstett (1986); ESCAP and ABMRGG (1988); Harben and Kužvart (1996); Hedrick and Templeton (1991); Jackson and Christiansen (1993); O'Driscoll (1988); Overstreet (1967)";;;;Byproduct producer;;;;;114.8 resource;0.101 resource;;;;;18;;;0.184 resource;;;1989;Jackson and Christiansen (1993);Not compliant;;South and Central Asia +2411;7051;Chavara Barrier Beach;Needakara-Kayamkulam; ; ;district or area; ;India;Kerala;9.0069;76.521; ;shoreline placer; ; ;REE, Th; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;Byproduct producer;;;;;;;;;;;;;;0.18 resource;0.473;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2412;7052;Chilika Bar; ; ; ;district or area; ;India;Orissa;19.6118;85.3859;Estimated location on barrier spit.;shoreline placer; ; ;REE, Th; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;0.027 resource;0.11;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2413;7053;Chilka Lake; ; ; ;district or area; ;India;Orissa;19.767;85.333;Estimate location in Chilka Lake.;placer of unknown origin; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;;;;;;Deposits on landward shore.;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2414;7055;Coleroon - Sirkazhi; ; ; ;district or area; ;India;Tamil Nadu;11.3016;79.8257;Estimated location between Coleroon and Sirkazhi.;shoreline placer; ; ;Ti, Zr, REE, GAR; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, garnet;;;;;;;;;;;Deposits stretch 14 km from Coleroon River mouth to Sirkazhi.;"Angusamy and others (2005); ESCAP and ABMRGG (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2415;7056;Cuddalore; ; ; ;district or area; ;India;Tamil Nadu;11.74;79.7858; ;shoreline placer; ; ;Ti, Zr, GAR, KYN, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile, garnet, kyanite;;;;;;;;;;;;"Angusamy and others (2005); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2416;7058;Digha; ; ; ;district or area; ;India;West Bengal;21.6351;87.5123;Estimated location near village of Digha.;shoreline placer; ; ;REE; ; ; ; ;Occurrence(?); ;;;;;;;;sand;;;;;Historic producer of xenotime.;Rao and others (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2417;7059;Donkuru-Barua;Donkuru-Baroa, Donkuru; ; ;district or area; ;India;Andhra Pradesh;19.0518;84.7462;Estimated location near village of Donkuru.;shoreline placer; ; ;Ti, GAR, SLM, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, garnet, sillimanite, zircon, rutile;magnetite;;;;;beach and dune sand;;;;;Deposit generally at depth of 8–10 m.;"Bhattacharyya and others (2004); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2418;7060;Ekakula; ; ; ;district or area; ;India;Orissa;20.6981;87.0276;Olive Ridley turtles nest in this area.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, hematite, (leucoxene), anatase, rutile, magnetite;quartz, feldspar, garnet, epidote, sillimanite, pyroxene, amphibole;;;;;beach sand;;;;;Heavy mineral concentration extends for about 8 km along beach with the breadth of the beach varying from 52–200 m.;Acharya and others (1998);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2419;7062;Ersama;Erasama; ; ;district or area; ;India;Orissa;20.1317;86.4987;Estimated location.;shoreline placer; ; ;Ti, Zr, Fe, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, magnetite, zircon, garnet, rutile, (leucoxene), anatase;quartz, potassic feldspar, mica, sillimanite, kyanite, (hornblende), diopside, titanite, tourmaline, epidote;;;;;sand, coastal deltaic plain sediments;;;;;;"Mohanty and others (2004b); Rao and others (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2420;7063;Ganjam; ; ; ;district or area;byproduct producer;India;Orissa;19.3493;84.8029;Estimated location.;shoreline placer; ; ;Ti, Zr, GAR, REE, Th; ; ; ; ;Deposit; ;;ilmenite;;;;;;;;;;;;"Watts (2012b); Welch (1958)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2421;7064;Gaya; ; ; ;district or area; ;India;Bihar;24.783;85;Estimated location near town of Gaya.;alluvial placer; ; ;REE; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;ESCAP and ABMRGG (1988);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2422;7065;Ghanteswar; ; ; ;district or area; ;India;Orissa;20.927;86.7585;Estimated location near village of Ghanteswar.;shoreline placer; ; ;REE; ; ; ; ;Showing; ;;;;;;;;sand;;;;;;Rao and others (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2423;7066;Ghortappe; ; ;Bihar Mica Belt;site; ;India;Jharkhand;24.5444;85.4278; ;other igneous deposit;pegmatite; ;MUSC, Be, U, REE; ; ; ; ;Occurrence; ;samarskite;muscovite, beryl, pyrochlore ;;;;;;;;;;;Pegmatite is intrusive into granite gneiss along a fracture.;Sinha (1999);;;;No production;Pegmatite has historically bben worked for muscovite, beryl, and uranium.;;;;;;;;;;;;;;;;;;;;South and Central Asia +2424;7067;Gopalpur; ; ; ;district or area; ;India;Orissa;19.2512;84.8946; ;shoreline placer; ; ;Ti, GAR, SLM, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, garnet, sillimanite, rutile, zircon;pyroxene;;;;;beach sand;;;;;;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Sulekha Rao and Misra (2009)";;;;Not known;;;;;;;;;;;;;;0.127 resource;0.08;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2425;7068;Gunja; ; ;Bihar Mica Belt;site;historic Be quarries;India;West Bengal;23.4236;86.2306; ;"other igneous deposit; supergene";pegmatite, weathered pegmatite, residual; ;Be, REE; ; ; ; ;Occurrence; ;allanite, bastnäsite;beryl, magnetite;quartz, magnetite;;;;;gneiss;;;;;"Several REE-bearing pegmatites in an area of a few hundred square meters; pegmatites are highly weathered on the surface.";Sinha (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2426;7070;Jaduguda; ; ; ;site;U mine;India;Jharkhand;22.6524;86.3457; ;"uranium deposit; other igneous deposit";igneous, polymetallic veins; ;U, Ni, Mo, Co, Cu, REE;Gd, Dy, Y; ; ; ;Occurrence; ;;uraninite, millerite, heazlewoodite, melonite, pyrite, skutterudite, molybdenite, chalcopyrite;;Paleoproterozoic(?);;;;garnet-muscovite schist, quartzite and brecciated quartzite, epidiorite;;;;;Dominant U producer in India.;"Dahlkamp (2009); Gupta and Krishnamurthy (2005); Tiwari and others (2007)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2427;7071;Jogipatti;; ;near Samalpatti, part of Tiruppattur complex;intrusion or complex; ;India;Tamil Nadu;12.3286;78.488; ;carbonatite;carbonatite-associated; ;REE; ; ; ; ;Showing; ;monazite, pyrochlore, zircon;garnet, pyrochlore, zircon, rutile;calcite, dolomite, ankerite, biotite, phlogopite, riebeckite, aegirine, acmite, wollastonite, arfvedsonite, scapolite;;;;;riebeckite carbonatite, riebeckite syenite;Tiruppattur carbonatite complex;syenite, pyroxenite, ultramafic rock;;;;"Schleicher and others (1998); Ramasamy (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2428;7072;Kakinada; ; ; ;district or area; ;India;Andhra Pradesh;16.9362;82.25;Estimated location near town of Kakinada.;shoreline placer; ; ;Ti, Fe, GAR, SLM, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, magnetite, garnet, sillimanite, zircon, rutile;;;;;;deltaic sediments(?);;;;;;"Bhattacharyya and others (2004); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2429;7073;Kalingapatanam; ; ; ;district or area; ;India;Andhra Pradesh;18.3447;84.1209; ;shoreline placer; ; ;Ti, GAR, SLM, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, garnet, sillimanite, zircon, rutile;magnetite;;;;;beach and dune sand;;;;;Deposit generally at depth of 8–10 m.;"Bhattacharyya and others (2004); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2430;7074;Kalpakkam; ; ; ;district or area; ;India;Tamil Nadu;12.5333;80.1666; ;shoreline placer; ; ;REE, Th; ; ; ; ;Showing(?); ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2431;7075;Kamthai; ; ; ;intrusion or complex;intrusion, geologic deposit;India;Rajasthan;25.633;71.9292;In Barmer district.;carbonatite; ; ;REE, Ga, Ge, Sr; ; ; ; ;Deposit; ;bastnäsite, synchysite, carbocernaite, cerianite-(Ce), ancylite, parisite;strontianite, borates, apatite;calcite;Tertiary (Paleogene–Neogene?);;Tertiary (Paleogene–Neogene?);;carbonatite;;;hydrothermal;;;Bushan and Kumar (2013);;;;No production;;;;;4.65 proven+probable+possible;;2.69;;0.5;;;;;;;;;Bushan and Kumar (2013);No known;;South and Central Asia +2432;7076;Kandivalasa; ; ; ;district or area; ;India;Andhra Pradesh;18.1102;83.5684;Estimated location near town of Kandivalasa.;shoreline placer; ; ;REE, Th; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2433;7077;Kannimeissery - Neendakara;KN; ; ;district or area; ;India;Kerala;8.9377;76.5427;Location is at Neendakara.;shoreline placer; ; ;REE, Th; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;Not known;;;;;;;;;;;;;;0.0024 resource;0.734;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2434;7078;Kanyakumari - Kuttupudi; ; ; ;district or area; ;India;Tamil Nadu;8.0792;77.5331; ;shoreline placer; ; ;Zr, Ti, GAR, REE, Th; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, garnet, rutile;;;;;;beach sand;;;;;;"Angusamy and others (2004); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2435;7079;Kanyaluka; ; ; ;site(?); ;India;Jharkhand;22.4795;86.7086;"Estimated location; some sources list this deposit as being in Bihar.";other igneous deposit;pegmatite; ;REE; ; ; ; ;Occurrence; ;xenotime;;;;;;;granitic pegmatite;;;;;;Gupta and Krishnamurthy (2005);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2436;7081;Karaikal;Karikal; ; ;district or area; ;India;Pondicherry;10.9151;79.852;Estimated location on beach near Karaikal.;shoreline placer; ; ;REE, Th; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2437;7082;Kayamkulam - Arattupuzha; ; ; ;district or area; ;India;Kerala;9.1799;76.4457;Estimated location on Thothapally - Kayamkulam Barrier Island.;shoreline placer; ; ;REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, sillimanite, zircon, rutile, kyanite, garnet;epidote, tourmaline, titanite;;;;;;;;;;;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Nallusamy and others (2013)";;;;Not known;;;;;;;;;;;;;;0.002 resource;0.033;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2440;7085;Khairidih; ; ;Bihar Mica Belt;district or area;historic small producer;India;Jharkhand;24.4431;85.6297; ;other igneous deposit;pegmatite; ;Be, Ta, Nb, U; ; ; ; ;Deposit;small deposit;monazite;tantalite, columbite, beryl;quartz, microcline;;;;;pegmatite;;;kaolinization;;"Multiple pegmatites exposed; most thin and discordant, but some 3 to greater than 5 m thick; monazite occurs in massive and crystalline forms.";Sinha (1999);;;;Past producer;Monazite has been produced.;not known;Sinha (1999);At least 0.25 t monazite has been produced.;;;;;;;;;;;;;;;;;South and Central Asia +2441;7086;Khalisabhanga; ; ; ;district or area;geologic deposit;India;West Bengal;21.7612;87.6649;Estimated location near village of Khalisabhanga.;shoreline placer; ; ;REE; ; ; ; ;Showing; ;monazite;ilmenite, zircon;;;;;;sand;;Late Proterozoic gneiss, migmatite;;;;Rao and others (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2442;7087;Khamambettu;Khambammettu; ; ;intrusion or complex; ;India;Tamil Nadu;9.7;77.5;"Very general estimated location; carbonatite is reported to be 5 km west of the village of Kahmambettu, Teni district.";carbonatite; ;dike;REE; ; ; ; ;Showing; ;bastnäsite, carboncernaite, ancylite, monazite, fluorapatite, pyrochlore;apatite, barite, magnetite, ilmenite, pyrochlore, celestite, stontianite;calcite, olivine, dolomite, pyroxene, phlogopite, spinel, amphibole, chlorite;;;;;;;;;;;"Burtseva and others (2013); Krishnamurthy and others (2000)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2443;7088;Kilakarai;Keelakarai; ;Teri Sands;district or area; ;India;Tamil Nadu;9.2324;78.7957;Estimated location.;shoreline placer;coastal placer, eolian; ;Ti, SLM, GAR, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, sillimanite, garnet, zircon, rutile, (leucoxene);;;;;;;;;;;;Nair (2001);;;;Not known;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2444;7089;Kolachal;Colachel; ;Manavalakurichi;district or area; ;India;Tamil Nadu;8.1836;77.2327;Workable deposits of heavy minerals between Kolachel and Midalam.;shoreline placer; ; ;Ti, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile;;;;;;;;;;;;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Nair (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2445;7090;Kolachal - Manavalakurichi;Colachal, Manavalakurichi, MK Deposit; ; ;district or area; ;India;Tamil Nadu;8.1638;77.2749;Estimated location along beach midway between Colachal and Manavalakurichi.;shoreline placer; ; ;REE, Th; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Nair (2001)";;;;Not known;;;;;;;;;;;;;;0.043 estimated;;;;Nair (2001);Not compliant;;South and Central Asia +2446;7091;Kollamkode - Vayakkallur;Kollemcode, Vayakkalur; ; ;district or area; ;India;Kerala;8.2884;77.1129;Estimated location at Kollemcode.;shoreline placer; ; ;REE, Th; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2447;7092;Konark; ; ; ;district or area; ;India;Orissa;19.8976;86.1141;Estimated location near the village of Konark.;shoreline placer; ; ;Ti, Zr, GAR, KYN, REE; ; ; ; ;Occurrence(?); ;monazite;ilmenite, rutile, zircon, garnet, kyanite;;;;;;;;;;;;Rao and others (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2448;7094;Koyyam; ; ; ;district or area; ;India;Andhra Pradesh;18.1717;83.8485;Estimated location at shoreline near town of Koyyam.;shoreline placer; ; ;Ti, GAR, SLM, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, garnet, sillimanite, zircon, rutile;magnetite;;;;;beach and dune sand;;;;;Deposit generally at depth of 8–10 m.;"Bhattacharyya and others (2004); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2449;7097;Kujang; ; ; ;district or area; ;India;Orissa;20.3074;86.5211;Estimated location.;shoreline placer; ; ;REE; ; ; ; ;Showing; ;;;;;;;;sand;;;;;;Rao and others (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2450;7098;Kulathur; ; ;Teri Sands;district or area; ;India;Tamil Nadu;9.0182;78.214;Estimated location from Udayana Pillai and Ganesa Moorthy (2013).;shoreline placer;placer, shoreline, eolian; ;Ti, SLM, GAR, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, sillimanite, garnet, zircon, rutile, (leucoxene);quartz, feldspar, enstatite-ferrosilite;;;;;;;;;;;"Nair (2001); Udayana Pillai and Ganesa Moorthy (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2451;7100;Kutni;Newania, Beldih Kutni(?); ;Singhbhum;intrusion or complex;P mine, geologic deposit;India;Jharkhand;22.9782;86.5822;Estimated location.;carbonatite;carbonatite, Kiruna, hydrothermal, IOCG ; ;P, REE, Nb; ; ; ; ;Showing; ;monazite, rhabdophane;apatite, pyrochlore, magnetite, ilmenite, columbite, zircon, pyrite;alkali amphibole, calcite, dolomite, chlorite, phlogopite, muscovite, talc, tremolite;;;;;alkali metasomatic rock, carbonatite;;phlogopite amphibolite;;;In Beldih–Kutni shear zone.;"Krishnamurthy and others (2000); Sinha (1999); Vapnik and others (2007)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2452;7101;Kuttampuli; ; ;Teri Sands;district or area; ;India;Tamil Nadu;8.7181;78.0611;Estimated location.;shoreline placer;coastal placer, eolian; ;Ti, SLM, GAR, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, sillimanite, garnet, zircon, rutile, (leucoxene);;;;;;;;;;;;Nair (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2453;7103;Kuttankuli;Kuttan Kuli; ; ;district or area; ;India;Tamil Nadu;8.202;77.776;Location estimated from Angusamy and others (2004).;shoreline placer; ; ;Ti, Zr, GAR, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, garnet, rutile, kyanite, apatite;enstatite-ferrosilite, biotite;;;;;beach sand;;;;;;Angusamy and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2454;7104;Kuttappalli; ; ; ;district or area; ;India;Tamil Nadu;8.1768;77.7316;Location estimated from Angusamy and others (2004).;shoreline placer; ; ;Zr, Ti, GAR, REE; ; ; ; ;Occurrence; ;monazite;zircon, ilmenite, garnet, rutile, apatite;topaz, glaucophane;;;;;beach sand;;;;;;Angusamy and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2455;7107;Manavalakurichi; ; ; ;district or area; ;India;Tamil Nadu;8.1492;77.297; ;shoreline placer; ; ;Ti, GAR, SLM, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, garnet, sillimanite, zircon, rutile, (leucoxene), kyanite;quartz;Quaternary;;;;;;;;Indian Rare Earths Ltd.;"Monazite is processed at Chavara for REE; sand averages 2.5% monazite.";"Anstett (1986); ESCAP and ABMRGG (1988); Gupta and Krishnamurthy (2005); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Nair (2001); Neary and Highley (1984); Towner (1992)";1909 (monazite);;open pit;Byproduct producer;;;Gupta and Krishnamurthy (2005);Monazite was first produced in 1911. 3,800 t monazite concentrate was produced from 0.285 Mt ore in 1982.;1) 103.7;1) 1.425;1) 1.37;;;;;;;1) 2.591 resource;;;1) 1989;1) Jackson and Christiansen (1993);Not compliant;;South and Central Asia +2456;7108;Midpur; ; ; ;district or area; ;India;Chhattisgarh;18.8646;81.1742;Estimated location.;alluvial placer; ; ;Zr, Ti, Fe, REE; ; ; ; ;Showing; ;monazite;zircon, ilmenite, hematite, magnetite;epidote;;;;;alluvial sediment;;;;;;Singh and Shiv Kumar (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2457;7110;Narasapur; ; ; ;district or area; ;India;Andhra Pradesh;16.3463;81.5948; ;shoreline placer; ; ;REE, GAR; ; ; ; ;Occurrence; ;monazite, xenotime;sillimanite, garnet, ilmenite, zircon;;;;;;beach and dune sand;;;;;"Beach and dune sand in this area contain 14.7% HM (average) and xenotime comprises 0.61% of HM on average; monazite and xenotime are fine-grained.";"Integrated Nuclear Fuel Cycle Information Systems (2013a); Subrahmanyam and others (2004)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2458;7111;Navaladi - Periyathalai; ; ;Teri Sands;district or area; ;India;Tamil Nadu;8.2927;77.9098;Estimated location approximately midway between Navaladi and Periyathalai.;shoreline placer;coastal placer, eolian; ;Ti, SLM, GAR, Zr, REE, Th; ; ; ; ;Showing; ;monazite;ilmenite, sillimanite, garnet, zircon, rutile, (leucoxene);;;;;;;;;;;;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Nair (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2459;7112;Navaladi - Tiruchendur; ; ; ;district or area; ;India;Tamil Nadu;8.3735;78.026;Estimated location approximately midway between Navaladi and Tiruchendur.;shoreline placer; ; ;REE, Th; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2460;7113;Neddakara - Kayamkulam sea bed; ; ; ;district or area; ;India;Kerala;9.0974;76.4666;Location is offshore between Neendakara and Kayamkulam.;shoreline placer; ; ;REE, Th; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;Not known;;;;;;;;;;;;;;0.05 resource;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2461;7114;Neendakara - Kayamkulam eastern extension; ;NK-1, Chavara Phase I, NK-II, Chavara Phase II; ;district or area; ;India;Kerala;9.0593;76.4988;Estimated location approximately midway between Neendakara and Kayamkulam.;shoreline placer; ; ;REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite;;;;;;;;;;;"Neendakara - Kayamkulam deposit is 22.5 km long and is located along barrier beach averaging 200 m wide between two tidal channels (Neendakara in the south; Kayamkulam in the north).";"Integrated Nuclear Fuel Cycle Information Systems (2013a); Sundararajan and others (2009)";;;;Not known;;;;;;;;;;;;;;0.26 resource;0.099;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2462;7115;Nindakara; ; ; ;district or area; ;India;Kerala;8.9385;76.5373;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Showing(?); ;;;;;;;;;;;;;;"Overstreet (1967); Peters and others (2005)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2463;7116;Nizampatnam;Nizampatanam; ; ;district or area; ;India;Andhra Pradesh;15.8914;80.672; ;shoreline placer; ; ;Ti, Fe, GAR, SLM, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, magnetite, garnet, sillimanite, zircon, rutile;;;;;;deltaic sediments(?);;;;;;"Bhattacharyya and others (2004); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2465;7120;Pakkanadu; ; ; ;intrusion or complex; ;India;Tamil Nadu;11.7041;77.821;Estimated location.;carbonatite;carbonatite-associated; ;Nb, Ba, U, Th, REE, P, Fe; ; ; ; ;Showing; ;monazite, allanite, cerianite-(Ce), bastnäsite, aeschynite;pyrochlore, barite, apatite, magnetite, hematite, celestite, thorite, thorogummite;;;;;;;;;;;Monazite and allanite occur in crystals up to 20 cm long.;"Krishnamurthy and others (2000); Schleicher and others (1998)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2466;7125;Penner;Pennar; ; ;district or area; ;India;Andhra Pradesh;14.573;80.1528; ;shoreline placer; ; ;REE, Th; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2467;7128;Pillaithoppu - Manakadu;Pillaithoppu - Pallam - Kovakulam; ; ;district or area; ;India;Kerala;8.3736;77.0018;Estimated location approximately midway between Pillaithoppu and Manacaud.;shoreline placer; ; ;REE, Th; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2468;7129;Ponnani - Chavakkad;Chavakkad-Ponnani; ; ;district or area; ;India;Kerala;10.6847;75.9572; ;shoreline placer; ; ;Ti, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite;;;;;;;;;;;Deposit extends in a narrow band along the coast for about 18 km.;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Sundararajan and others (2009)";;;;Not known;;;;;;;;;;;;;;0.003 resource;0.019;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2469;7130;Pudupattanam - Kalpakkam;Pudupattinam - Kalpakkam; ; ;district or area; ;India;Tamil Nadu;12.5161;80.1554;Estimated location approximately midway between Pudupattanam and Kalpakkam.;shoreline placer; ; ;REE, Th; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2470;7131;Puri; ; ; ;district or area; ;India;Orissa;19.7938;85.8008;Estimated location.;shoreline placer; ; ;Ti, Zr, GAR, REE, Th; ; ;> 1; ;Deposit; ;monazite, cerianite-(Ce), tornebohmite, cerite;ilmenite, pseudo-ilmenite, garnet, zircon;;;;;;;;;;;Heavy minerals occur in both the surf zone and in heavy mineral layered dunes.;"Bhadra Chaudhuri and Newesely (1993); ESCAP and ABMRGG (1988); Integrated Nuclear Fuel Cycle Information Systems (2013a)";;;;No production;;;;;;;;;;;;;;0.037 resource;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2471;7132;Ramnagar; ; ; ;district or area; ;India;Orissa;20.4246;86.6051; ;shoreline placer; ; ;Ti, Zr, SLM, REE, GAR; ; ; ; ;Occurrence(?); ;monazite;ilmenite, rutile, zircon, sillimanite, monazite, garnet;;;;;;sand;;;;;;Rao and others (2008);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2472;7133;Ranchi-Purulia; ; ; ;district or area; ;India;West Bengal;23.417;86; ;alluvial placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, apatite, columbite, magnetite;quartz;;;;;sand;;;;;"Byproduct of Ti mining; sand has average grade of 0.31% monazite.";"Anstett (1986); Hedrick and Templeton (1991); Jackson and Christiansen (1993)";;;;Byproduct producer;;;;;86.5;;;;;;;;;0.272 resource;0.08;;1989;Jackson and Christiansen (1993);Not compliant;;South and Central Asia +2473;7135;Rushikulya - Palurpahar; ; ; ;district or area; ;India;Orissa;19.2638;84.8955; ;shoreline placer; ; ;Ti, GAR, SLM, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, garnet, sillimanite, rutile, zircon;;;;;;beach sand;;;;;;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Sulekha Rao and Misra (2009)";;;;Not known;;;;;;;;;;;;;;0.061 resource;0.2;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2474;7137;Samalpatti; ;Jogipatti; ;intrusion or complex; ;India;Tamil Nadu;12.6;78.42;Estimated location.;carbonatite;carbonatite-associated;dike, vein, lens;REE, U, Th; ; ; ; ;Showing; ;bastnäsite, monazite, allanite, apatite;uranothorite, aeschynite, thorogummite, barite, apatite, zircon;calcite, riebeckite, grossularite, chlorite, biotite, phlogopite, scapolite diopside, barkevikite, diopside, vesuvianite, wollastonite, epidote, quartz;Neoproterozoic;;Neoproterozoic;700 ± 30 Ma (K-Ar, phlogopite);sövite, silicocarbonatite;;pyroxenite, syenite, (hornblende) gneiss;metasomatism;;;"Krishnamurthy and others (2000); Pandit and others (2002); Schleicher and others (1998); Srivastava and others (2005)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2475;7138;Samchampi; ; ; ;intrusion or complex; ;India;Assam;26.1667;93.3917; ;carbonatite with residual enrichment;carbonatite-associated, residual; ;Fe, P, Nb, REE, Sr, Zr, Th, Ti; ; ; ; ;Occurrence; ;monazite;magnetite, hematite, pyrochlore, fluorapatite, zircon, rutile, thorite, perovskite, ilmenite;olivine, phlogopite, aegirine-augite, nepheline, calcite, chert;;;;;;;syenite, carbonatite, syenitic fenite, magnetite-hematite rock, pyroxenite, ijolite-melteigite;;;"Samples in the complex are reported to contain 180–11446 ppm TREE; REE are also noted in the fenitized zones of the country rock.";"Krishnamurthy and others (2000); Kumar and others (1996)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2476;7140;Sattankulam; ; ;Teri Sands;district or area; ;India;Tamil Nadu;8.2538;77.831;Estimated location.;shoreline placer;coastal placer, eolian; ;Ti, SLM, GAR, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, sillimanite, garnet, zircon, rutile, (leucoxene);;;;;;;;;;;;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Nair (2001)";;;;Not known;;;;;;;;;;;;;;0.21 estimated;;;;Nair (2001);Not compliant;;South and Central Asia +2477;7141;Sevattur;Sevvattur, North Arcot; ;Tiruppattur complex;intrusion or complex;vermiculite mine, geologic deposit;India;Tamil Nadu;12.4171;78.5352; ;carbonatite with residual enrichment;carbonatite-associated, residual; ;VRM, Fe, P, Nb, REE, Nb, Th; ; ; ; ;Showing; ;monazite, fergusonite, pyrochlore, zircon;vermiculite, garnet, pyrochlore, zircon, rutile, hematite, magnetite, apatite, thorite;calcite, dolomite, ankerite, biotite, phlogopite, riebeckite, aegirine, acmite, wollastonite, arfvedsonite, scapolite;;;;;carbonatite, pyroxenite, oligoclasite;;syenite, ultramafic rocks;;;;"Gupta and Krishnamurthy (2005); Krishnamurthy and others (2000); Ramasamy (2012); Schleicher and others (1998)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2478;7144;Srikurmam; ; ; ;district or area; ;India;Andhra Pradesh;18.2543;84.011; ;shoreline placer; ; ;Ti, GAR, SLM, Zr, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, garnet, sillimanite, zircon, rutile;magnetite;;;;;beach and dune sand;;;;;Deposit generally at depth of 8–10 m.;"Bhattacharyya and others (2004); Integrated Nuclear Fuel Cycle Information Systems (2013a); Jaireth and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2479;7145;Sung Valley; ; ; ;intrusion or complex; ;India;Meghalaya;25.5476;92.1249; ;carbonatite with residual enrichment;carbonatite-associated, residual; ;P, Fe, Nb, REE; ; ;> 1; ;Showing; ;ancylite, belovite, britholite, bastnäsite, pyrochlore, monazite;apatite, magnetite, hematite, pyrochlore, ilmenite, chalcopyrite, pyrrhotite;dolomite, calcite, olivine, phlogopite;;;Lower Cretaceous;134 ± 20 Ma (Pb-Pb);sövite, ijolite, nepheline syenite, apatite-magnetite rock;;pyroxenite, peridotite, melilitolite;;;Several carbonatite bodies are present in the area.;"Krishnamurthy and others (2000); Sadiq and others (2014); Veena and others (1998)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2480;7147;Surankudi;Surangudi; ;Teri Sands;district or area; ;India;Tamil Nadu;9.1034;78.3231;Estimated location from Udayana Pillai and Ganesa Moorthy (2013).;shoreline placer;coastal placer, eolian; ;Ti, SLM, GAR, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, sillimanite, garnet, zircon, rutile, (leucoxene);;;;;;;;;;;;"Nair (2001); Udayana Pillai and Ganesa Moorthy (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2481;7148;Tandava-Varaha; ; ; ;district or area; ;India;Andhra Pradesh;17.295;82.6148;Estimated location for Tandava.;shoreline placer; ; ;REE, Th; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2482;7150;Thengapattanam - Kolachal;Thengapattanam - Midalam - Kolachel; ; ;district or area; ;India;Tamil Nadu;8.2005;77.2202;Estimated location approximately midway between Thengapattanam and Kolachal.;shoreline placer; ; ;REE, Th; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2483;7152;Timangda; ; ;Bihar Mica Belt;site; ;India;Maharashtra;20.4333;80.0917;Estimated location.;"other igneous deposit; supergene";"weathered pegmatite; residual"; ;Be, REE; ; ; ; ;Occurrence; ;allanite, bastnäsite;beryl, magnetite;quartz, feldspar, muscovite, epidote;;;;;;;;;;"Several small pegmatites are exposed in an area about 150 m by 100 m; pegmatites are highly weathered on the surface.";Sinha (1999);;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2484;7154;Topapaha'ri; ; ;Bihar Mica Belt;site; ;India;Bihar;24.6056;85.6236; ;other igneous deposit;pegmatite; ;Nb, Ta, Be, REE; ; ; ; ;Showing; ;monazite;columbite-tantalite, beryl;quartz, microcline, albite, biotite, muscovite, cleavelandite, tourmaline;;;;;mica schist;;;;;Zoned pegmatite.;Sinha (1999);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2485;7155;Trivandrum; ; ; ;district or area; ;India;Kerala;8.483;76.917; ;shoreline placer; ; ;REE; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;"ESCAP and ABMRGG (1988);";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2487;7158;Valarpattanam - Azhikode; ; ; ;district or area; ;India;Kerala;11.902;75.351;Estimated location between Valarpattanam and Azhikode.;shoreline placer; ; ;Ti, Zr, GAR, REE, Th; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, garnet, apatite, rutile, sillimanite, kyanite;enstatite-ferrosilite, staurolite, amphibole, chlorite;;;;;;;;;;Deposit extends southwards from the mouth of a major river.;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Sundararajan and others (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2488;7159;Vattakkottai; ; ; ;district or area; ;India;Tamil Nadu;8.1505;77.6092;Location estimated from Angusamy and others (2004).;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;;;;;;;beach sand;;;;;;Angusamy and others (2004);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2489;7160;Veli - Kazhakuttam; ; ; ;district or area; ;India;Kerala;8.5489;76.8787;Estimated location between Veli and Kazhakuttam.;shoreline placer; ; ;REE, Th; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;Not known;;;;;;;;;;;;;;0.002 resource;1.26;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2490;7162;Vembar - Naripaiyyur; ; ; ;district or area; ;India;Tamil Nadu;9.1049;78.3969;Estimated location approximately midway between Vembar and Naripaiyyur.;shoreline placer; ; ;REE, Th; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2491;7163;Visakhapatnam; ;includes Dibbalapalem beach; ;district or area; ;India;Andhra Pradesh;17.6803;83.2838; ;alluvial placer; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;magnetite, garnet, ilmenite, zircon;;;;;;beach and dune sand;;;;;;"ESCAP and ABMRGG (1988); Peters and others (2005); Welch (1958)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2492;7164;Vizhinjam - Kovalam - Pachalloor; ; ; ;district or area; ;India;Kerala;8.405;76.9785;Estimated location central to Vizhinjam, Kovalam, and Pachalloor.;shoreline placer; ; ;REE, Th; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);;;;Not known;;;;;;;;;;;;;;0.005 resource;0.219;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +2493;7165;Aganakatty; ; ; ;site; ;Kazakhstan;Almaty oblysy;45.2459;80.7671;Insufficient data to verify location.;other igneous deposit;greisen; ;W, Mo, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;"Rundkvist and others (2001); Seltmann and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2494;7166;Agispe; ; ; ;district or area; ;Kazakhstan;Qyzylorda oblysy;46.7553;60.4142;Insufficient data to verify location.;placer of unknown origin; ; ;Ti, Zr, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2495;7167;Akbulak;Akbulaksky, Aqbulak, Akbulakskoe; ; ;district or area; ;Kazakhstan;Qostanay oblysy;50.0955;66.6167;Insufficient data to verify location.;supergene;weathering crust, residual enrichment; ;REE, Sn, Nb, Ga, Li; ; ; ; ;Deposit; ;;;;;;;;gneiss, granite;Aqjar massif;;;;;"Seltmann and others (2012); Tau-Ken Samruk (2012)";;;;No production;;;;;;;0.1062;"790 g/t REO; 272 g/t Y2O3";100 g/t Y2O3;;;;;;;;;Tau-Ken Samruk (2012);Not compliant;"0.0228 Mt TR + 0.00785 Mt Y2O3 C2; 0.281 Mt REO + 0.06798 Mt Y2O3 P1";South and Central Asia +2496;7168;Akchatau;Aqshatau;Dzhambul; ;district or area; ;Kazakhstan;Qaraghandy oblysy;47.945;74.00605; ;other igneous deposit;greisen;vein, stockwork;W, Mo, Be, Bi, REE(?); ; ; ; ;Showing(?); ;;beryl, wolframite, bismuthinite, chalcopyrite, molybdenite, scheelite, pyrite, scheelite, sphalerite, galena;quartz, fluorite, potassic feldspar, muscovite;Permian: Lopingian(?);;Permian: Lopingian;;leucogranite;;;;;"Deposit is composed of more than 300 greisen-vein bodies localized on western border of leucocratic granite pluton; deposit is intensely weathered to a depth of 10-15 m from the surface.";"Bychkov and Matveeva (2008); Heinhorst and others (2000); Rundqvist (2001); Rabchevsky (1988); Yefimov and others (1990)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2497;7169;Akkense; ; ; ;site(?); ;Kazakhstan;Qaraghandy oblysy;46.8333;68.3511;Deposit is located 42-km west to Zhaman-Aibat deposit.;unclassified; ; ;REE, U(?); ; ; ; ;Deposit; ;;;;;;;;;;;;;Two ore bodies average 6.73 m thick.;"Seltmann and others (2012); Seltmann and others (2013); Tau-Ken Samruk (2012)";;;;No production(?);;;;;;;;;;;;;;;;;;Tau-Ken Samruk (2012);Not compliant;0.0000867 Mt REE P1;South and Central Asia +2498;7170;Aksarly-2; ; ; ;site; ;Kazakhstan;Qaraghandy oblysy;48.0204;73.0887;Insufficient data to verify location.;other igneous deposit;greisen;vein, stockwork;W, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2499;7171;Aktau; ; ; ;district or area; ;Kazakhstan;Mangghystau oblysy;43.843643;51.38567;Located on tailings.;"tailings; uranium deposit; sedimentary";"sandstone-hosted uranium; uranium tailings"; ;U, P, REE; ; ; ; ;Occurrence; ;;;;Upper Cretaceous–Paleogene;;Upper Cretaceous–Paleogene;;;;;;Summit Atom Rare Earth Co.;"High in heavy REE; tailings are from a closed plant in the western city of Aktau; two mines in area";"Rucevska and others (2006); Rucevska and Simonett (2011); WISE Uranium Project (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2500;7172;Alasorskoe; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;50.9712;62.7078;Insufficient data to verify location.;alluvial placer(?); ; ;Ti, Zr, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;"Rundkvist and others (2001); Seltmann and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2501;7173;Amangeldy; ;includes Arkalyk, Verkhne-Ashut, Nizhne-Ashut and Severny (Northern) deposits; ;district or area;bauxite field;Kazakhstan;Qostanay oblysy;50.2271;66.8921; ;bauxite;weathering crust, supergene;stratiform;Al, V, Fe, Ti, REE(?); ; ; ; ;Showing(?); ;;gibbsite, corundum, boehmite, rutile, anatase;hematite, goethite, kaolinite ;Cretaceous(?);;Cretaceous(?);;bauxite, bauxitic clay, limestone;;;;Aluminum of Kazakhstan, JSC;Bauxite horizon up to 25 m thick.;"Rubinstein and Barsky (2002); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2502;7174;Aq-Aul; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;52.5797;62.2974;Insufficient data to verify location.;supergene;karst bauxite;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;limestone;;;;;Thirteen lens-like deposits, each composed of one to three ore bodies.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2503;7175;Aqsai-I; ; ; ;site; ;Kazakhstan;Zhambyl oblysy;43.4813;70.0341;Insufficient data to verify location.;phosphorite;sedimentary, phosphorite;stratiform;P, REE; ; ; ; ;Occurrence(?); ;;apatite;;Cambrian(?);;Cambrian(?);;;Chulaktau Formation;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2504;7176;Aqsai-II; ; ; ;site; ;Kazakhstan;Zhambyl oblysy;43.4179;70.1071;Insufficient data to verify location.;phosphorite;sedimentary, phosphorite;stratiform;P, REE; ; ; ; ;Occurrence; ;;apatite;;Cambrian(?);;Cambrian(?);;;Chulaktau Formation;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2505;7177;Aqsai-III; ; ; ;site; ;Kazakhstan;Zhambyl oblysy;43.3729;70.1858;Insufficient data to verify location.;phosphorite;sedimentary, phosphorite;stratiform;P, REE; ; ; ; ;Occurrence; ;;apatite;;Cambrian(?);;Cambrian(?);;;Chulaktau Formation;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2506;7178;Aqsan; ; ; ;site(?); ;Kazakhstan;Pavlodar oblysy;50.7289;75.7023;Insufficient data to verify location.;other igneous deposit;granite-related hypothermal vein/stockwork; ;Mo, Be, Sn, REE, Th; ; ; ; ;Showing; ;;;;;;;;;;granite;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2507;7179;Aqtogai; ; ; ;district or area; ;Kazakhstan;Aqtöbe oblysy;48.494991;59.034904;Insufficient data to verify location.;bauxite;weathering crust, supergene;stratiform;Al, Cu, REE(?); ; ; ; ;Showing(?); ;;boehmite, siderite;;;;Cretaceous;;gabbro;;;weathering;;"Weathering crust with bauxite-bearing horizon 10-m thick one main bed; much of deposit has been eroded.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2508;7180;Arkalyk; ; ;Amangeldy bauxite field;site; ;Kazakhstan;Qostanay oblysy;50.2267;66.8928;In Amangeldy bauxite field.;sedimentary;sedimentary exhalative;nests, veinlets;Pb, REE; ; ; ; ;Occurrence; ;;galena;;;;Upper Devonian(?);;dolomite, limestone;;;;Aluminum of Kazakhstan, JSC;Mineralization occurs as nests and veinlets.;"Rubinstein and Barsky (2002); Seltmann and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2509;7181;Aschiozek; ; ; ;site; ;Kazakhstan;Qaraghandy oblysy;49.2489;75.8334; ;sedimentary;sedimentary exhalative; ;Pb, Zn, Ba, REE, Mo; ; ; ; ;Showing; ;;;;;;;;shale;;;silicification;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2510;7182;Ayatskoe; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;52.7327;62.7915; ;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, kaolinite, goethite;hematite, siderite, diaspore, boehmite;;;Mississippian;;;;;;Aluminum of Kazakhstan, JSC;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2511;7183;Ayatskoe East; ; ; ;site;active bauxite mine;Kazakhstan;Qostanay oblysy;52.6821;62.9014;Located at surface mine nearest Seltmann and others' (2012) location.;bauxite;karst bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, siderite, goethite, hematite, kaolinite, Ti minerals;goethite, diaspore;;;Mississippian;;limestone;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2512;7184;Bajanskoe; ; ; ;site; ;Kazakhstan;Soltüstik Qazaqstan oblysy;52.9618;67.8451; ;other igneous deposit;skarn; ;W, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2513;7185;Bajnazar;Bainazar; ; ;district or area;ore field;Kazakhstan;Qaraghandy oblysy;48.488;73.6778; ;other igneous deposit;greisen, granite-related hypothermal vein/stockwork; ;W, Mo, Bi, Cu, REE(?); ; ; ; ;Showing(?); ;;wolframite, molybdenite, pyrite, pyrrhotite, chalcopyrite;quartz, muscovite (sericite), topaz, fluorite, K- feldspar;;;;;sandstone, shale, hornfels;;;greisenization, microclinization, albitization;;;"Rundkvist and others (2001); Seltmann and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2514;7186;Bakennoe;Bakenny; ; ;site(?); ;Kazakhstan;Shyghys Qazaqstan oblysy;49.6749;82.9768; ;other igneous deposit;pegmatite; ;Ta, Sn, Be, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;"Dyachkov and others (2013); Rundqvist (2001); Seltmann and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2515;7187;Balasaunqandyk; ; ; ;site;active V mine;Kazakhstan;Qyzylorda oblysy;44.5399;67.3507;Location is apparent workings northwest of Seltmann and others (2012) location.;sedimentary;sedimentary stratiform;stratiform;V, Mo, U, Sr, REE; ; ; ; ;Occurrence(?); ;;patronite, sulvanite, roscoelite, molybdenite, uraninite (pitchblende), F-apatite, pyrite, jordisite, ferromolybdite, tuyamunite, uzbekite, chalcopyrite, sphalerite, arsenopyrite, galena, native gold;quartz;;;;;;;;;;Five stratiform ore bodies dipping steeply to the southwest.;Seltmann and others (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2516;7188;Barchinskii; ; ; ;intrusion or complex; ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.147;68.7096;Based on map figure in Kogarko and others, located on Google Earth.;carbonatite;carbonatite-associated; ;REE; ; ; ; ;Showing; ;;magnetite, apatite, baddeleyite, perovskite;;Cambrian;521–547 Ma (K-Ar);Cambrian;;carbonatite, pyroxenite, clinopyroxenite, shonkinite, monzonite;;;;;Carbonatites form veins and vein-like bodies in pyroxenite and metasomatically altered rocks.;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2517;7189;Batalinskoe; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;52.744431;62.255707;Insufficient data to verify location.;"bauxite; sedimentary";bauxite, sedimentary stratiform;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2518;7190;Batpakohl; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.384651;62.664188;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2519;7191;Batrak;Batrak; ; ;intrusion or complex; ;Kazakhstan;Shyghys Qazaqstan oblysy;48.1167;79.7667;Insufficient data to verify location.;alkaline igneous;peralkaline igneous-associated; ;REE, Ti, Zr; ; ; ; ;Occurrence; ;allanite, monazite;magnetite, ilmenite, titanite, zirkelite, thorite, zircon, apatite, fluorite;;;;;;peralkaline quartz syenite;;;;;;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2520;7192;Batystau; ; ; ;site; ;Kazakhstan;Qaraghandy oblysy;48.2881;73.8241; ;other igneous deposit;granite-related hypothermal vein/stockwork; ;W, Mo, Bi, As, Cu, Sb, Sn, REE;Y; ; ; ;Showing; ;;;;;;;;granite;;;;;;"Rundkvist and others (2001); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2521;7193;Bayan; ; ; ;site; ;Kazakhstan;Soltüstik Qazaqstan oblysy;52.999464;67.892043;Insufficient data to verify location.;other igneous deposit;skarn or granite-related hypothermal;vein, stockwork;W, Mo, Sn, Bi, REE; ; ; ; ;Occurrence; ;allanite;scheelite, pyrite, bismuthinite, chalcopyrite;quartz, potassic feldspar;Devonian;;Precambrian;;amphibolite- and granulite-facies metamorphic rocks;Zerenda Group;;;;Fourteen mineralized zones.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2522;7194;Belinskoe;; ;Turgai bauxite basin;district or area;active bauxite mine;Kazakhstan;Qaraghandy oblysy;48.8734;73.9093;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, hematite, kaolinite, hydrohematite;;Upper Cretaceous;;Upper Cretaceous;;;;;;Aluminum of Kazakhstan, JSC;"Four separated areas contain bauxites; No open pit was spotted in the vicinity of this location.";"Porter Geoconsultancy (2013); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2523;7195;Beloreckoe; ; ; ;site(?); ;Kazakhstan;Shyghys Qazaqstan oblysy;50.8471;83.0618; ;other igneous deposit;greisen; ;W, Be, Mo, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2524;7196;Berdykol-Almynshokysa; ; ; ;district or area; ;Kazakhstan;Aqtöbe oblysy;47.2589;60.8746; ;placer of unknown origin;; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, zircon;;;;;;;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2525;7197;Berkuty South;Berkuty; ; ;intrusion or complex; ;Kazakhstan;Pavlodar oblysy;50.3167;76.2167;Insufficient data to verify location.;alkaline igneous;peralkaline igneous-associated; ;REE; ; ; ; ;Occurrence; ;allanite, monazite;zircon, thorite, fluorite;;Permian: Cisuralian;;Permian: Cisuralian;;porphyritic arfvedsonite, riebeckite granite;;;;;;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2526;7198;Bogodukhovskoe; ; ; ;site;active Zr mine;Kazakhstan;Soltüstik Qazaqstan oblysy;54.0555;69.1292;Insufficient data to verify location.;placer of unknown origin;placer or paleoplacer; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;zircon;;;;Eocene(?);;coastal-lacustrine sediments;;;;;Up to 0.25 kg/t monazite.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2527;7199;Boguty; ; ; ;site(?); ;Kazakhstan;Almaty oblysy;43.528615;78.968728;Insufficient data to verify location.;other igneous deposit;granite-related hypothermal vein/stockwork;vein, stockwork;W, Bi, Be, Mo, Cu, Pb, REE(?); ; ; ; ;Showing(?); ;;scheelite, pyrite, molybdenite, galena, sphalerite, chalcopyrite, marcasite, wolframite, arsenopyrite;quartz, muscovite, calcite, potassium feldspar, fluorite, albite, apatite, chlorite, zeolite, tourmaline, barite;;;Middle Ordovician;;sandstone, siltstone, shale, limestone;;;silicification, sericitization, chloritization, potassic alteration, albitization;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2528;7200;Borsuksai;Borsuksajskoe, Borsyqsai; ; ;intrusion or complex; ;Kazakhstan;Aqtöbe oblysy;49.1959;59.8088; ;alkaline igneous;peralkaline rock-associated; ;Ta, Nb, REE; ; ; ; ;Showing; ;;;;;;;;granite;;;;;;"Kogarko and others (1995); Rundqvist (2001); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2529;7201;Chang; ; ; ;site(?); ;Kazakhstan;Shyghys Qazaqstan oblysy;48.2908;81.9265; ;other igneous deposit;porphyry;veins;Au, W, Cu, Mo, REE; ; ; ; ;Showing; ;;pyrite, chalcopyrite, tennantite, scheelite, siderite, malachite, tungstite;quartz, calcite, limonite;;;;;intermediate intrusions;;;;;0.02–0.22% REE, 15% P2O5.;"Rundkvist and others (2001); Seltmann and others (2012); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2530;7202;Chibuntajskoe; ; ; ;site(?); ;Kazakhstan;Shyghys Qazaqstan oblysy;49.3727;83.6905; ;other igneous deposit;"pegmatite; REE in pegmatite associated with Li-F granites"; ;Be, Ta, Nb, REE; ; ; ; ;Showing(?); ;monazite;ilmenite, zircon;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2531;7203;Chilisai;Chilisaiskoe; ; ;district or area;P mine;Kazakhstan;Aqtöbe oblysy;49.3984;57.4078;In Aktyubinsky Basin. Insufficient data to verify location.;phosphorite;phosphorite, sedimentary biogenic;stratiform, nodular, pebbles;P, REE; ; ; ;0.02-0.22%;Occurrence; ;;apatite;;Upper Cretaceous:Santonian;;Upper Cretaceous: Santonian;;phosphatic conglomerate, phosphatic glauconitic sandstone;;;;Sunkar Resources plc;"Deposit is relatively thin and low-grade, but extensive; deposit composed of 3 layers—1) plate layer consisting of a conglomerate of phosphatic nodules and pebbles (highest grade), 2) phosphate nodules in sandstone bed, and 3) phosphate pebbles in sandstone bed.";"Behre Dolbear & Company (USA) Inc. (2008); Bishimbayev and others (2015); Krauss and others (1984); Seltmann and others (2012); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2532;7204;Daba; ; ; ;district or area;ore field;Kazakhstan;Qaraghandy oblysy;46.5274;70.347;"North Betpak Dala area; insufficient data to verify location.";other igneous deposit;"volcanic-associated, structure controlled; North-Kazakhstan-type uranium (U-P subtype); U in zones of argillization and feldspar metasomatite associated with calc-alkali and subalkalic volcanic rocks"; ;U, P, F, REE(?); ; ; ; ;Showing(?); ;;F-apatite, pyrite, uraninite (pitchblende), marcasite, autunite, meta-autunite, uranospinite;;;;Ordovician;;carbonaceous sandstone, andesite, carbonaceous siltstone, hyperbasite;;;carbonatization, propylitization, chloritization, bleaching;;"Explored U deposit; Ore bodies occur as flattened stockworks.";"Dahlkamp (2009); Rundqvist (2001); Seltmann and others (2013)";1979;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2533;7205;Donetskoe; ; ; ;district or area; ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.537668;69.632033;Insufficient data to verify location.;other igneous deposit;"greisen-related; granite-related hypothermal veins; hydrothermal veins-stockwork";vein, stockwork;Sn, W, Mo, Ta, Nb, REE; ; ; ; ;Showing; ;monazite;cassiterite, pyrite, chalcopyrite, sphalerite, hematite, wolframite, columbite, molybdenite, beryl, bismuthinite(?), zircon;quartz;Upper Devonian;;"Upper Devonian; Mesoproterozoic–Neoproterozoic";;"leucogranite; sedimentary rocks";Sharyk Formation;;greisenization;;;"Heinhorst and others (2000); Kamitani and others (2012); Nokleberg and others (2005b); Seltmann and others (2012); Seltmann and others (2013)";1989;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2534;7206;"Druzhba ""A"""; ; ; ;district or area; ;Kazakhstan;Pavlodar oblysy;51.4754;76.6155; ;placer of unknown origin;; ;Ti, Zr, DIA, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, (leucoxene), kyanite, zircon;quartz;Quaternary;;Quaternary;;quartz sand;Chegan Formation;;;;"Placers up to 11 km long, up to 3.0 km wide, and 2.0–2.5 m thick; 0.04–0.07 kg/m3 monazite.";"Kamitani and others (2012); Rundqvist (2001); Nokleberg and others (2005b); Seltmann and others (2012); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2535;7207;"Druzhba ""B"""; ; ; ;district or area; ;Kazakhstan;Pavlodar oblysy;51.445995;76.576771;Insufficient data to verify location.;placer of unknown origin;placer or paleoplacer; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, (leucoxene), kyanite, zircon, pyrochlore;quartz;Quaternary;;Quaternary;;quartz sand;Chegan Formation;;;;"Placers up to 11 km long, up to 3.0 km wide, and 2.0–2.5 m thick; 0.04–0.07 kg/m3 monazite.";"Kamitani and others (2012); Nokleberg and others (2005b); Seltmann and others (2012); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2536;7208;Dubrovka; ; ; ;intrusion or complex; ;Kazakhstan;Soltüstik Qazaqstan oblysy;52.6508;67.1847; ;alkaline igneous;peralkaline igneous-associated; ;U, Th, REE; ; ; ; ;Showing; ;;coffinite, brannerite, uraninite (pitchblende), pyrite, molybdenite, galena;;Upper Devonian;;;;paragneiss;;slate;greisenization, propylitization, potassic alteration;;;"Seltmann and others (2012); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2537;7209;Dubrovka East;Dubrovskoe East; ; ;intrusion or complex; ;Kazakhstan;Soltüstik Qazaqstan oblysy;52.649072;67.233982;"Kokshetau Region, Chistopolsky Ore Field; insufficient data to verify location.";alkaline igneous;peralkaline igneous-associated; ;U, Th, REE(?); ; ; ; ;Showing(?); ;;;;Upper Devonian;360–380 Ma;Neoproterozoic: Ediacaran;;"gneiss; schist, phyllite, quartzite";"Zerendin Series; Sharyk Suite";;albitization;;;"Dahlkamp (2009); Seltmann and others (2012); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2538;7210;Dzhamantas; ; ; ;site(?); ;Kazakhstan;Almaty oblysy;45.4571;80.8138; ;other igneous deposit;greisen; ;W, Mo, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2539;7211;Fevralievskoe;Fevralskoye; ; ;site(?);deposit;Kazakhstan;Soltüstik Qazaqstan oblysy;53.178472;67.939583;"Kokshetau Region, Grachevsky ore field; 5 km southeast of Kosachinoye; insufficient data to verify location.";other igneous deposit;volcanic-associated, structure controlled, north-Kazakhstan-type uranium (U-P subtype); ;U, P, Zr, Mo(?), Th, REE(?); ; ; ; ;Showing(?); ;;brannerite, coffinite;;;;Neoproterozoic: Ediacaran;;carbonate rock, marble, schist;;Silurian granite;acidization;;"Three lenticular ore bodies controlled by faults; Seltmann and others (2012) characterize deposit type as Northern Kazakhstan uranium (U-P subtype).";"Dahlkamp (2009); Seltmann and others (2013)";1971 (U);;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2540;7212;Glubinnoe;Glubbinnoye; ; ;site(?);historic U mine;Kazakhstan;Soltüstik Qazaqstan oblysy;53.351667;71.470417;"Kokshetau Region, Shatsky ore field; insufficient data to verify location.";other igneous deposit;volcanic-associated, structure controlled;vein, stockwork;U, Mo, Zr, REE(?); ; ; ; ;Showing(?); ;;coffinite, brannerite, uraninite (pitchblende), molybdenite, jordisite;;;;Upper Ordovician;;tuff;;;albitization, carbonatization;;"Seven ore zones in breccia extend along the Shatsky Fault Zone; adjacent to Shatskoye deposit; Seltmann and others (2012) characterize deposit type as Northern Kazakhstan uranium (U-P subtype).";"Dahlkamp (2009); International Atomic Energy Agency (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2541;7213;Gor'kovskoe; ; ; ;district or area; ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.8625;69.17;Insufficient data to verify location.;placer of unknown origin;placer or paleoplacer; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;zircon, rutile, (leucoxene);;;;;;;;;;;0.15% monazite.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2542;7214;Grachevskoe;Grachevsky;includes Mine No. 12; ;district or area; ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.3123;68.0151;Location adjusted from Seltmann and others (2012) location.;other igneous deposit;volcanic-associated, structure controlled, north-Kazakhstan-type uranium (U-P subtype); ;U, P, Zr, Th, REE(?); ; ; ; ;Showing(?); ;;coffinite, brannerite, uraninite (pitchblende), apatite;calcite;Upper Devonian;;Cambrian;;breccia, sandstone, shale, gabbro-diorite;Kokshetau Formation-Andreyevka Member;Silurian–Devonian leucogranite;albitization, apatization;;"Deposit is in metasediments adjacent to contact with leucogranite; Seltmann and others (2012) characterize deposit type as Northern Kazakhstan uranium (U-P subtype).";"Dahlkamp (2009); Seltmann and others (2013)";1967;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2543;7215;Iisorsky;Iisorskii; ; ;intrusion or complex; ;Kazakhstan;Shyghys Qazaqstan oblysy;48.1833;81.3167;Insufficient data to verify location.;alkaline igneous;peralkaline igneous-associated; ;Zr, Nb, REE; ; ; ; ;Showing; ;;;;Carboniferous(?)–Permian(?);;;;peralkaline granite, albitite;;;metasomatism;;;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2544;7216;Ijsor-Sandyk Tas; ; ; ;district or area; ;Kazakhstan;Shyghys Qazaqstan oblysy;48.1331;81.4711; ;alkaline igneous; ; ;Ta, Nb, REE; ; ; ; ;Showing; ;;;;;;;;albitite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2545;7217;Jamshi; ; ; ;site(?); ;Kazakhstan;Ongtüstik Qazaqstan oblysy;45.095;69.55;"In Chu Sarya Basin; 47 km from Tasty (estate) and 35 km from Shu.";unclassified;not identified; ;REE, U(?); ; ; ; ;Deposit; ;;;;;;;;;;;;Kazatomprom;Multiple ore bodies.;"Seltmann and others (2013); Tau-Ken Samruk (2012)";;;;No production(?);;;;;"0.009633 C2; 0.0108 P1";;;"421 g/t REE C2; 210 g/t REE P1";;;;;;;;;;Tau-Ken Samruk (2012);Not compliant;;South and Central Asia +2546;7218;Kaindinskoe; ;includes Kaindinskoe South; ;district or area; ;Kazakhstan;Aqtöbe oblysy;48.846493;59.451286;"Aqtobe District; insufficient data to verify location.";bauxite;karst bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;Lower Cretaceous: Albian;;;;limestone, andesitic porphyry;;;;;Bauxite found in karst and karst-erosion depressions in the contact zone of limestone and andesitic porphyry.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2547;7219;Karsakpai; ; ; ;intrusion or complex; ;Kazakhstan;Qaraghandy oblysy;47.883;66.417; ;alkaline igneous; ; ;Zr, REE, P; ; ; ; ;Occurrence; ;allanite;zircon, baddeleyite, apatite, titanite, thorite;feldspar, nepheline;Lower Devonian;;Neoproterozoic;673 ± 2 Ma (U-Pb, zircon);lepidomelane syenite, liebenerite syenite, nepheline syenite;;;albitization;;REE associated with albitization of syenites.;"Kogarko and others (1995); Tret'yakov and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2548;7220;Kempirsai East; ; ; ;district or area; ;Kazakhstan;Aqtöbe oblysy;50.579056;58.275154;"Aqtobe District; insufficient data to verify location.";bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2549;7221;Kent; ; ; ;site; ;Kazakhstan;Qaraghandy oblysy;49.1427;76.1336; ;other igneous deposit;pegmatite; ;Nb, Zr, REE; ; ; ; ;Showing(?); ;;fluorite;;;;;;granite, albitite;;;;;REE-bearing pegmatites and veins are at endocontact of the granite and are intensely altered;"Monecke and others (2002); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2550;7223;Kirovskoe; ; ; ;district or area; ;Kazakhstan;Aqtöbe oblysy;48.926109;60.094124;Insufficient data to verify location.;bauxite;bauxite, sedimentary, weathering crust;stratiform;Al, Ti, REE(?); ; ; ; ;Showing(?); ;;gibbsite, siderite, kaolinite, boehmite;;Cretaceous;;;;;;;sideritization;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2551;7224;Klochkovskoe; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.661587;62.079338;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2552;7225;Kokdjon; ; ; ;site;active P mine;Kazakhstan;Zhambyl oblysy;43.4901;69.7482; ;phosphorite;phosphorite, sedimentary biogenic;stratiform;P, REE; ; ; ; ;Deposit; ;;apatite;;Cambrian(?);;;;phosphorite, flint, shale, dolomite;Chulaktau Formation;;;;;Seltmann and others (2013);;;;No production;;;;;65.1 C2;;;630 g/t TR;;;;;;;;;;;;;South and Central Asia +2553;7227;Koksor; ; ; ;site(?); ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.1919;71.238; ;uranium deposit;north-Kazakhstan-type uranium (U-P subtype);vein-shaped;U, P, Zr, Sr, REE; ; ; ; ;Showing; ;;uraninite (pitchblende), apatite, siderite;dolomite, chlorite, albite, hydromica;;;;;sandstone, siltstone;;;albitization, chloritization;;"Medium-sized deposit; at least 6 ore bodies, one contains 70 percent of resource.";"International Atomic Energy Agency (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2554;7228;Koksor South; ; ; ;site(?); ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.1677;71.2574; ;uranium deposit;north-Kazakhstan-type uranium (U-P subtype); ;U, P, Zr, Sr, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2555;7229;Koksu; ; ; ;district or area; ;Kazakhstan;Shyghys Qazaqstan oblysy;49.705511;86.771592;Insufficient data to verify location.;phosphorite;phosphorite, sedimentary biogenic;stratiform;P, REE; ; ; ;700 g/t TR.;Occurrence; ;;;;;;Cambrian(?);;phosphorite, flint, shale, dolomite;Chulaktau Formation;;;;Two phosphorite layers—upper and lower.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2556;7230;Koldzhat;Koldjat; ; ;district or area; ;Kazakhstan;Almaty oblysy;43.583333;80.566667;"Ily Basin; insufficient data to verify location.";uranium deposit;sandstone-hosted uranium, coal;stratiform, roll, lenticular, tabular;U, Mo, COAL, REE;0.01–0.069% Y; ; ; ;Occurrence; ;;lignite, uraninite (pitchblende), coffinite, ilsemannite, jordisite, molybdenite;;Middle Jurassic;;Lower–Middle Jurassic;;lignite, sandstone, siltstone, coal, conglomerate;Kolzhat Formation(?);;oxidation, reduction;;"Seven U-bearing bodies; three in lignite and four in sandstone horizons.";"Dahlkamp (2009); Seltmann and others (2013)";1957 (U);;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2557;7231;Konyrat-East; ; ; ;site; ;Kazakhstan;Qaraghandy oblysy;47.0158;75.1236; ;other igneous deposit;stockwork, granite-related hypothermal vein/stockwork;stockwork;Mo, W, Be, Bi, Sn, Cu, REE; ; ; ; ;Showing; ;;;;;;;;leucocratic granite;;;;;;"Abdrakhmanov and others (1997); Seltmann and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2558;7232;Kosachinoe; ; ; ;district or area; ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.22;67.9375; ;"other igneous deposit; supergene";north-Kazakhstan-type uranium (U-P subtype), supergene; ;U, REE, P, Zr, Th; ; ; ; ;Occurrence(?); ;;coffinite, brannerite, uraninite (pitchblende), apatite;;;;;;albitite;;granitoids;;;Deposit reworked in Mesozoic.;"Rundkvist and others (2001); Seltmann and others (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2559;7233;Kozyrevskoe; ; ; ;site;active bauxite mine;Kazakhstan;Qostanay oblysy;52.5601;62.653;In Turgai Basin.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, hematite, kaolinite, siderite;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2560;7234;Krasnomaiskoe;Krasnomaiskii; ; ;intrusion or complex; ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.134;68.69; ;carbonatite;carbonatite-associated; ;REE, Zr, Nb, Ta, Sc, P; ; ; ; ;Occurrence(?); ;apatite;apatite, melanite, zircon, baddeleyite, vermiculite, titanite, magnetite;calcite, fluorite, ankerite, zeolite, biotite, augite, phlogopite, diopside;Cambrian(?);;Cambrian;;carbonatite, alkaline ultramafic rock;;pyroxenite, syenite, metasomatic rock;hydrothermal, metasomatic;;;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2561;7235;Krasnooktyabrskoe; ; ; ;district or area;active bauxite mine;Kazakhstan;Qostanay oblysy;52.004;62.3684;In Turgai Basin.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, hydrohematite, hematite, kaolinite , siderite, pyrite;chlorite, pyrite, corundum, calcite;;;;;;;;sideritization;Aluminum of Kazakhstan, JSC;"28 ore bodies grouped at two sites, both with open pits; 0.33–0.62% TR.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2562;7236;Kuirentykol; ; ; ;intrusion or complex; ;Kazakhstan;Qaraghandy oblysy;50.21;77.09;Insufficient data to verify location.;alkaline igneous;peralkaline igneous-associated; ;Ta, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;granite stocks and dikes;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2563;7237;Kumkol; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;50.769129;63.029301;Insufficient data to verify location.;placer of unknown origin;placer or paleoplacer; ;Ti, Zr, REE(?); ; ; ; ;Showing(?); ;monazite;ilmenite, zircon, (leucoxene), rutile, epidote, baddeleyite;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2564;7238;Kundybai;Kundybajskoe; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.8617;60.8272;based on a property map from Kundybai Mining JSC (2013).;supergene;weathering crust on metamorphic rocks; ;REE, Ti;Y is 54% of TREE; ; ;2 kg/m3 TREO (average);Deposit; ;churchite-(Y), neodymium-bearing churchite, kaolin, halloysite, goethite, bastnäsite-(Nd), rhabdophane-(Y);ilmenite, rutile, (leucoxene);;Mesozoic (weathering);;Proterozoic;;weathered quartzite, shale, amphibolite, gneiss;;;;Kundybai Mining;"There are four ore zones in near surface Mesozoic-age weathering crust with dozens of sub-horizontal ore bodies that occur at depths of 5–10 m; about 50 percent of TREO present as ion-sorbates on clay minerals, remainder in REE minerals such as churchite.";"Kundybai Mining JSC (2013); Rundqvist (2001); Seltmann and others (2013)";;;;No production;;;;;49.3 C2;"25.197 C2; 0.253 P1+P2";0.051 C2;;;;;;;;;;2012;Kundybai Mining JSC (2013);Not compliant, NAEN Code;;South and Central Asia +2565;7239;Kurmenty; ; ; ;intrusion or complex; ;Kazakhstan;Almaty oblysy;42.872;78.174; ;alkaline igneous;peralkaline-associated; ;Ta, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2566;7240;Kurumsak;Qurumsaq; ; ;district or area;ore field;Kazakhstan;Ongtüstik Qazaqstan oblysy;44.325372;67.610205;Insufficient data to verify location.;other;V-Mo sedimentary;stratiform;V, Mo, P, U, REE(?); ; ; ; ;Showing(?); ;monazite, allanite;roscoelite, montroseite, duttonite, uraninite (pitchblende), tyuyamunite, uranophane, patronite, sulvanite, molybdenite, jordisite, ilsemannite;;;;;;;Qurumsaq Formation;;;;Southeast extension of the Balasaunqandyk deposit.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2567;7241;Kuzhukul; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.939625;62.899349;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;Precambrian;;schist, gneiss;Shabakte Formation;Paleozoic biotite granite;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2568;7242;Kyzylsai; ; ; ;site(?); ;Kazakhstan;Aqtöbe oblysy;49.81;58.998;Insufficient data to verify location.;other igneous deposit;granite-related hypothermal;vein, stockwork;REE; ; ; ; ;Occurrence; ;monazite;zircon, titanite;;;;;;;;;microclinization, biotitization;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2569;7243;Livanovskoe North; ; ; ;site;active bauxite mine;Kazakhstan;Qostanay oblysy;52.1632;62.0939;"Turgai Basin; insufficient data to verify location.";bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, hematite, kaolinite, siderite;;;;;;;;;;;Two ore zones with six bauxite bodies.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2570;7244;Livanovskoe South; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;53.0733;62.9159;Insufficient data to verify location.;bauxite;karst bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite;;Upper Cretaceous: Turonian;;Upper Devonian;;limestone;;;;;Six small lens-like ore bodies.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2571;7245;Losevskoe; ; ; ;intrusion or complex; ;Kazakhstan;Soltüstik Qazaqstan oblysy;52.7874;69.2309; ;alkaline igneous;peralkaline-associated, pegmatite;pegmatite, disseminated;Zr, Ta, Nb, Sn, F, REE; ; ; ; ;Showing; ;;columbite, zircon, pyrochlore, cassiterite, molybdenite, galena, chalcopyrite, sphalerite;biotite, albite;;;;;biotite-albite granite;;;albitization, greisenization;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2572;7246;Maibalyk; ; ; ;district or area; ;Kazakhstan;Shyghys Qazaqstan oblysy;48.795513;78.53233;Insufficient data to verify location.;bauxite;karst bauxite, sedimentary;stratiform;Al, Ti, Fe, P, REE(?); ; ; ; ;Showing(?); ;;gibbsite;;;;;;limestone;;;;;Three lens-shaped orebodies up to 1.0 km long and 200 m wide.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2573;7247;Makarovskoe; ; ; ;site(?); ;Kazakhstan;Almaty oblysy;42.686;79.606; ;other igneous deposit;gabbro/granitoid-related mesothermal vein; ;Pb, F, Mo, Be, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2574;7248;Mamyrkol; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.610657;62.619995;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite;;;;;;;;;;;Three locations with stony bauxite.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2575;7249;Mamyrkol South; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.482471;62.561832;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2576;7250;Melovoye;Melovie, Melovoe; ; ;district or area; ;Kazakhstan;Mangghystau oblysy;43.6762;51.4441; ;phosphorite;phosphorite(?); ;P, U, REE, Sc, Th; ; ; ; ;Deposit; ;;;;Oligocene–Lower Miocene;;Upper Oligocene;;clay;Maikoi Formation—Karagin Member;;;Kaskor Joint Stock Co. (2011);Past producer of U (1959–1993), U-Th, etc., in marine clay with fish bone detritus.;"Abakumov (1995); Baturin and Dubinshuk (2011); International Atomic Energy Agency (2009); Rundqvist (2001); Seltmann and others (2013); Sharkov (2000)";;;;Past byproduct producer(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2577;7251;Mezhozernoe; ; ; ;site(?); ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.1003;71.1007; ;uranium deposit;uranium; ;U, P, Zr, Sr, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2579;7253;Miuktykul;Miuktykul; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.855991;61.219711;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;alumohematite;;;;;;limestone, shale;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2580;7254;Molodezhnoe; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.155871;62.247175;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2581;7255;Mynkuduk;Mynquduk; ; ;district or area;U mine;Kazakhstan;Ongtüstik Qazaqstan oblysy;45.6339;67.948; ;uranium deposit;roll-front U; ;U, Re, Se, Mo, REE; ; ; ; ;Occurrence(?); ;;coffinite, nasturaninite, uraninite (pitchblende);;Upper Cretaceous;;;;sand, gravel, clay;Mynquduq, Inquduq, and Zhalpaq Formations;;;;Approximately 30 deposits are present.;"Abakumov (1995); Seltmann and others (2012); Watanabe (2010); World Nuclear Association (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2582;7256;Naurzum; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.840875;64.412894;Torgai Basin.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite;;;;;;;;;;;Four sites containing 24 stratiform ore bodies.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2583;7257;North-Urkash; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.437439;62.552876;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2584;7258;Novo-Nikol'skoe; ; ; ;district or area; ;Kazakhstan;Aqmola oblysy;52.802737;68.720548;Insufficient data to verify location.;alkaline igneous;peralkaline igneous-associated; ;U, Th, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;"Seltmann and others (2012); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2585;7259;Novoiliinovskoe; ; ; ;intrusion or complex; ;Kazakhstan;Qostanay oblysy;52.576415;62.652238;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;limestone, tuff, volcanic rock;continental clay;;;One orebody is a lens about 130 m long, 100 m wide, and up to 17.7 m thick.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2586;7260;Obukhovskoe; ;includes Obuhovskoye, North, and Gorkovskoye sites; ;district or area;active Ti mine;Kazakhstan;Soltüstik Qazaqstan oblysy;53.6089;69.3174; ;placer of unknown origin;placer or paleoplacer; ;Ti, Zr, REE, Sc; ; ; ; ;Occurrence; ;monazite, xenotime;ilmenite, zircon, rutile, (leucoxene);;;;;;sand;Chegan Formation;;;;Heavy minerals are 10% of ore minerals.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2587;7261;Orlinogorskoe; ; ; ;site(?); ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.8221;68.5278; ;other igneous deposit;granite-related hypothermal vein/stockwork; ;Sn, W, Mo, Nb, Ta, Bi, REE; ; ; ; ;Showing; ;;cassiterite, topaz, wolframite, columbite, magnetite, galena, sphalerite, chalcopyrite, bismuthinite, pyrite, zircon, rutile;quartz, fluorite, muscovite, garnet, chlorite;Middle Devonian;;Early Precambrian;;gneiss, migmatite;;;greisenization, silicification;;Deposit is localized in exo- and endocontact zones of the Middle Devonian Orlinogorsky granitic pluton.;Seltmann and others (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2588;7262;Ozernoe; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.251785;62.398441;Insufficient data to verify location.;"bauxite; sedimentary";karst bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;limestone;;;;;More than twenty karst ore bodies are on the periphery of the Sorsk Fe-bearing deposit.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2589;7263;Pokrovskoe; ; ; ;district or area;active bauxite mine;Kazakhstan;Qostanay oblysy;52.2292;62.1928;"Turgai Basin; insufficient information to verify location.";bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, hematite, kaolinite, siderite;;Mesozoic–Cenozoic;;;;;;limestone, andesite porphyry, tuff;;;Ore in eight areas at shallow depth.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2590;7264;Polumesyats;Kokon; ; ;intrusion or complex; ;Kazakhstan;Pavlodar oblysy;50.45;76.0833;Insufficient data to verify location.;alkaline igneous;peralkaline igneous-associated; ;REE; ; ; ; ;Occurrence; ;allanite, monazite;zircon, thorite, fluorite;;;;;;granite, granosyenite;;;;;;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2591;7265;Priozernoe;Priozernoye, Priozerskoe; ; ;district or area; ;Kazakhstan;Aqtöbe oblysy;50.023319;59.746586;"Field is 4 km from village of C. Uymola; insufficient data to verify location.";alkaline igneous;peralkaline igneous-associated;stockwork;REE, Sn, Nb, Ga, Li; ; ; ;0.1–6.0% TREO;Deposit; ;bastnäsite;zircon, galena, ilmenite, Nb-bearing rutile, molybdenite, pyrite, rutile, sphalerite, fluorite;quartz;;;;;granite, albitite;;;;Tau-Ken Samruk;;"Rundkvist and others (2001); Seltmann and others (2013); Tau-Ken Samruk (2012); Tau-Ken Samruk (2014)";;;;No production;;;;;;"0.00007 C2; 0.0002 inferred";0.81 inferred;;;;;;;;;;;Tau-Ken Samruk (2014);Not compliant;;South and Central Asia +2592;7266;Priozernoe; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;52.542293;64.743954;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, hematite, kaolinite, goethite, siderite;;;;Cretaceous(?);;;Taldyk Formation;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2593;7267;Qarabaital; ; ; ;district or area;active bauxite mine;Kazakhstan;Qostanay oblysy;51.9208;62.1261;"Turgai Basin; insufficient information to verify location.";bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, hematite, kaolinite, siderite, magnetite, titanite;;Mesozoic–Cenozoic;;;;;;;;;126 ore bodies in nine areas have been explored.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2594;7268;Qaraghaily-Aqtas;Zaliisky(?); ; ;site(?); ;Kazakhstan;Almaty oblysy;42.666431;80.044054;Insufficient data to verify location.;other igneous deposit;granite-related hypothermal;vein, stockwork;Sn, W, Li, Be, Ta, Nb, REE; ; ; ; ;Showing; ;;cassiterite, wolframite, scheelite, columbite, tantalite, stannite, zircon, arsenopyrite, pyrite, galena, chalcopyrite, sphalerite, molybdenite, bismuthinite;phlogopite, muscovite, tourmaline, quartz, microcline;Devonian(?);;Ordovician;;leucogranite, carbonate rock;;;;;Ore field is controlled by a large fault.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2595;7269;Qaraoba; ; ; ;site(?); ;Kazakhstan;Qaraghandy oblysy;47.223855;71.394226;Insufficient data to verify location.;other igneous deposit;granite-related hypothermal;vein, stockwork;W, Mo, Bi, Be, Sn, Cu, Pb, REE(?); ; ; ; ;Showing(?); ;;wolframite, cassiterite, molybdenite, bismuthinite, native bismuth, cosalite, sphalerite, galena, chalcopyrite;quartz, topaz, fluorite;;;Middle–Upper Devonian;;granite, volcanic rocks;;;silicification, greisenization;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2596;7270;Qaraotkol; ; ; ;district or area; ;Kazakhstan;Shyghys Qazaqstan oblysy;48.757716;83.128875;Insufficient data to verify location.;placer of unknown origin;placer or paleoplacer; ;Ti, Zr, REE, Sc, Nb; ; ; ; ;Showing; ;;titanite, zircon;;;;;;;;;;;"Placer has developed from weathering crust with >0.1% Y; ilmenite concentrate contains up to 40% Y.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2597;7271;Qaratal; ; ; ;site(?); ;Kazakhstan;Qaraghandy oblysy;47.763706;74.823745;"Turgai Basin; insufficient information to verify location.";other igneous deposit;volcanic-associated epithermal;vein, stockwork;U, REE(?);"0.005–0.06% Y; 0.002–2.06% Yb"; ; ; ;Showing(?); ;;uraninite (pitchblende), molybdenite, pyrite, chalcopyrite, galena, sphalerite;;;;;;;;;metasomatic, tourmalinization, hydrothermal;;"Extensive HREE and Zr halos are typical; 0.005–0.06% Y; 0.002–2.06% Yb.";Seltmann and others (2013);1965;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2598;7272;Qushmurun; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;52.405727;64.63111;"Turgai Basin; insufficient information to verify location.";bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, hydrohematite, magnetite, kaolinite, rutile;;;;Cretaceous;;;Taldyk Formation;;;;About 50 lens-like orebodies.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2599;7273;Qyzylkol; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.246429;62.598663;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2600;7274;Qyzylsai; ; ; ;district or area; ;Kazakhstan;Aqtöbe oblysy;51.057106;58.475647;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2601;7275;Raduzhnoe; ; ; ;intrusion or complex; ;Kazakhstan;Qaraghandy oblysy;47.156;72.7111; ;alkaline igneous;peralkaline-associated; ;U, Zr, Th, REE; ; ; ; ;Occurrence(?); ;;;;;;;;;;;;;Small deposit.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2602;7276;Sadyrnyn; ; ; ;district or area; ;Kazakhstan;Mangghystau oblysy;43.1898;51.8791; ;phosphorite; ; ;U, P, REE, Sc, V, Th; ; ; ; ;Occurrence; ;;;;;;;;;Maikoi Formation—Rybnay subformation;;;;;"Seltmann and others (2013); Sharkov (2000)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2603;7277;Sakharovskoe; ;includes Central, Northwestern, and Southern sites; ;site;active bauxite mine(?);Kazakhstan;Qostanay oblysy;51.7357;61.7957;Insufficient data to verify location.;bauxite;karst bauxite, sedimentary;stratiform;Al, Ga, Nb, Zr, REE; ; ; ; ;Showing; ;;gibbsite;;;;;;limestone;;;;;"Ore is in karst depressions on the northeast wing of the Arkalyk syncline; three economic locations composed of lens-like bauxite.";Seltmann and others (2013);;;;No production;;;;Bauxite production began in 1969.;;;;;;;;;;;;;;;;;South and Central Asia +2604;7278;Sarybulak; ; ; ;district or area; ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.5294;68.2253;Insufficient data to verify location.;supergene;residual enrichment; ;Ta, Sn, Nb, REE; ; ; ; ;Occurrence; ;;;;;;Mesoproterozoic–Neoproterozoic: Ectasian–Tonian;;;"Sharyk Formation; Kokchetav Formation";Middle Devonian rocks;;;"Mineralization associated with weathering crust developed after intrusion of granitoid; six ore bodies occur as sheet-like lodes in weathering crust; granitoids belong to Dalnensky complex.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2605;7279;Satpaevskoe;Baktemir; ; ;site;active Ti placer;Kazakhstan;Shyghys Qazaqstan oblysy;48.7679;82.8878;Slightly modified Seltmann and others' (2012) location.;alluvial placer;placer or paleoplacer; ;Ti, Zr, REE(?); ; ; ; ;Showing(?); ;;ilmenite;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2606;7281;Shanshal'sky; ; ; ;intrusion or complex; ;Kazakhstan;Pavlodar oblysy;51.1833;76;Insufficient data to verify location.;alkaline igneous;peralkaline igneous-associated; ;REE; ; ; ; ;Occurrence; ;allanite, monazite;fluorite, zircon, Fe-thorite, ilmenite, titanite, apatite, pyrite, barite, rutile, galena, wulfenite, scheelite;;Pennsylvanian–Cisuralian;;Pennsylvanian–Cisuralian;;peralkaline granite;;;;;Intrusion is composed of porphyritic and peralkaline granite cut by vein-like bodies and dikes of peralkaline granite porphyry.;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2607;7282;Shkurkolskoe; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.322067;62.31063;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2608;7283;Shokash; ; ; ;district or area(?);active Ti mine(?);Kazakhstan;Aqtöbe oblysy;50.4109;56.2899; ;placer of unknown origin;placer or paleoplacer; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;;ilmenite, (leucoxene), rutile, zircon;;;;Eocene: Lutetian(?)–Priabonian(?);;sand;;;;;"Three ore lodes- Main, South 1, and South 2; most resources in Main body; there is as much as 0.3 kg/m3 monazite.";Seltmann and others (2013);1986;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2609;7284;Shpakovka; ; ; ;district or area(?); ;Kazakhstan;Aqtöbe oblysy;50.2633;57.2892;Insufficient data to verify location.;placer of unknown origin;placer or paleoplacer; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, (leucoxene), zircon;;;;Mesozoic–Cretaceous;;shaly clay, sandstone;;;;;"Clay layer is black and sandstone is greenish; 0.01–0.02% REE and Sc.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2610;7285;Shubarkol; ; ; ;district or area(?);active REE mine(?);Kazakhstan;Aqmola oblysy;49.0132;68.611; ;sedimentary;coal, sedimentary;stratiform;COAL, REE, Sc, U(?); ; ; ; ;Deposit; ;;;;;;Mesozoic–Jurassic Lower Jurassic;;sediment;;;;;"Three coal horizons are associated with Lower Jurassic sediments; the high REE contents are spatially associated with the lens-like uranium accumulations.";Seltmann and others (2013);1983;;;No production;;;;;>2000;;;"up to 254 g/t Y; 384 g/t Dy, 335 g/t Gd, 211 g/t Sm, 46 g/t La, 89 g/t Ce, 806 g/t Nd";;;;;;;;;;;;;South and Central Asia +2611;7286;Slavyanskoe; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;53.395279;62.135834;Insufficient data to verify location.;bauxite;karst bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;limestone;;;;;Karst occurs in limestone near the contact with volcanogenic rocks.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2612;7287;Sofievskoe; ;includes Northern, Eastern, and Southern; ;district or area; ;Kazakhstan;Aqmola oblysy;51.452363;71.738443;Insufficient data to verify location.;bauxite;karst bauxite, sedimentary;stratiform;Al, Fe, Ti, REE(?); ; ; ; ;Showing(?); ;;gibbsite, hematite;;;;;;limestone;;;;;"Deposit is in karst in limestone; mineralization is found at three sites- Northern, Eastern and Southern.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2613;7288;Sorkol; ; ; ;district or area;ore field;Kazakhstan;Aqtöbe oblysy;49.054661;58.577278;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, kaolinite, goethite;;;;;;;;;;;Deposit is on the western slope of the Mugodzhary Ridge along the regional overthrust.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2614;7290;Suluchekinsk; ; ; ;district or area; ;Kazakhstan;Almaty oblysy;44.1479;78.735; ;uranium deposit;sandstone-hosted uranium (roll-front); ;U, Se, Re, REE; ; ; ; ;Occurrence; ;;;;Middle Cretaceous–Paleocene;;;;sandstone;;;;;;"Abakumov (1995); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2615;7291;Syrymbet; ; ; ;site;active Sn mine;Kazakhstan;Soltüstik Qazaqstan oblysy;53.5698;68.4637;Insufficient data to verify location.;other igneous deposit;granite-related hypothermal vein/stockwork;vein, stockwork, mineralized cupolas;Sn, W, Bi, Be, Mo, REE; ; ; ; ;Showing; ;;cassiterite, arsenopyrite, beryl, wolframite, chalcopyrite, native bismuth, bismuthinite, galena, pyrite, pyrrhotite, sphalerite;topaz, tourmaline;;;Mesoproterozoic–Neoproterozoic: Ectasian–Tonian;;greisenized granite, greisen;;;greisenization;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2616;7292;Taibogar; ; ; ;district or area(?); ;Kazakhstan;Mangghystau oblysy;43.67;52.34;Insufficient data to verify location.;phosphorite;phosphorite, sedimentary biogenic;stratiform;U, REE, Sc, P, V, S; ; ; ; ;Occurrence; ;;;;;;;;clay, bone detritus;Qaragiinskaya Formation;;;;"Deposit is on the edge of a large northwest-trending syncline; four beds of mineralization vary in structure and composition.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2617;7293;Taishek; ; ; ;site(?); ;Kazakhstan;Qaraghandy oblysy;49.1047;75.3451; ;other igneous deposit;granite-related hypothermal vein/stockwork; ;W, Be, Bi, Mo, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;Medium-sized deposit.;Seltmann and others (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2619;7295;Taldyk; ; ; ;district or area(?); ;Kazakhstan;Qyzylorda oblysy;44.594;67.2626; ;sedimentary;sedimentary; ;V, Mo, U, REE, Ag;0.01% Y; ; ; ;Showing; ;;roscoelite;quartz;;;;;shale;Qurumsaq Formation;;;;Medium-sized deposit.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2620;7296;Taldyk-Aschisai; ; ; ;district or area; ;Kazakhstan;Aqtöbe oblysy;48.98664;59.445456;Insufficient data to verify location.;bauxite;bauxite, sedimentary, karst bauxite;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, kaolinite, goethite;;;;;;limestone;;;;;Continental deposits fill karst in limestone.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2621;7297;Tasmurun; ; ; ;district or area(?); ;Kazakhstan;Mangghystau oblysy;43.4507;51.5792; ;phosphorite;phosphorite; ;U, P, REE, Sc, Th; ; ; ; ;Occurrence; ;;;;Upper Oligocene;;;;clay;Maikoi Formation—Rybnay subformation;;;;"U-Th, etc., in marine clay with bone detritus; several ore bodies up to 8 km long.";"Abakumov (1995); International Atomic Energy Agency (2009); Rundkvist and others (2001); Seltmann and others (2013); Sharkov (2000)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2622;7298;Tastykol; ; ; ;site; ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.0646;71.1971; ;other igneous deposit;vein; ;U, P, Zr, Sr, REE; ; ; ; ;Occurrence; ;;uraninite, apatite;;Ordovician;;;;peralkaline granite, syenite;;;;;"Medium-sized deposit; lodes are stratabound adjacent to limestone-siltstone contact.";"International Atomic Energy Agency (2009); Seltmann and others (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2623;7299;Tastykols East; ; ; ;site; ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.0402;71.2444;"Kokshetau Region, Koksengirsky Ore Field; location estimated from Dahlkamp (2009) figure; insufficient information to verify location.";other igneous deposit;not identified;vein, stockwork;U, P, Zr, REE(?), Sr; ; ; ; ;Showing(?); ;;uraninite, apatite;;Upper Devonian;360–380 Ma;;;metasediments: limestone, siltstone;;;;;"Deposit has been albitized; mineralization is stratabound and near limestone-siltstone contact.";Dahlkamp (2009);1954;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2624;7300;Taunsor; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.320663;62.310661;Insufficient data to verify location.;bauxite;karst bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, kaolinite, goethite, hematite, hydrogoethite, hydrohematite, corundum;;;;;;limestone;;;;;There are multiple lodes and ore bodies at five locations.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2625;7301;Taunsor South; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;51.155205;62.248447;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2626;7302;Tavricheskoe; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;52.627364;61.622346;Insufficient data to verify location.;bauxite;karst bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite;;;;;;limestone;;;;;Deposit is in limestone karst near contact with andesite porphyry.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2628;7304;Tluembet;Tluembetskii; ; ;intrusion or complex(?); ;Kazakhstan;Pavlodar oblysy;50.767;77.033; ;unclassified; ; ;Ti, P, REE; ; ; ; ;Occurrence; ;allanite, monazite;fluorite, zircon, Fe-thorite, top, ilmenite, titanite, apatite, pyrite, barite, columbite, garnet, scheelite, rutile, anatase, galena, wulfenite;riebeckite, arfvedsonite, biotite, albite, chlorite;;;;;peralkaline granite, syenite;;;;;Rare earth phosphates and REE-greisen-type mineralization.;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2629;7305;Tobol'skoe; ; ; ;district or area(?); ;Kazakhstan;Qostanay oblysy;52.276121;61.845399;Insufficient data to verify location.;placer of unknown origin;placer or paleoplacer; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite;ilmenite, rutile, zircon;;;;;;continental sand;;;;;"0.44 kg/m3 of monazite; monazite contains 62.9% TREE.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2630;7306;Tobol'skoe-II; ; ; ;district or area(?); ;Kazakhstan;Qostanay oblysy;52.176101;62.132236;Insufficient data to verify location.;placer of unknown origin;placer or paleoplacer; ;Ti, Zr, REE; ; ; ; ;Showing(?); ;monazite;ilmenite, rutile, zircon;;;;;;continental sand;;;;;0.39 kg/m3 of monazite.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2631;7307;Tomak;Tomyak, Tomaq; ; ;district or area; ;Kazakhstan;Mangghystau oblysy;43.8109;51.3073; ;phosphorite;phosphorite; ;U, P, REE, Sc, Th; ; ; ; ;Occurrence; ;;;;Upper Oligocene;;;;clay;Maikoi Formation—Rybnay subformation;;;Kaskor Joint Stock Co. (2011);U-Th, etc., in marine clay with bone detritus;"Abakumov (1995); Rundkvist and others (2001); Seltmann and others (2013) ; Sharkov (2000)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2632;7308;Torfyanoe; ; ; ;district or area(?); ;Kazakhstan;Aqmola oblysy;52.175061;72.861767;Insufficient data to verify location.;uranium deposit;sandstone-hosted uranium; ;U, Sr, Mo, Co, REE; ; ; ; ;Showing; ;;;;;;Oligocene;;sandstone, peat, lignite;;;;;"Uranium mineralization is confined to the peat formation zone; 0.036% Y and Yb.";"Dahlkamp (2009); Seltmann and others (2013)";1959;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2633;7309;Ubagan West; ; ; ;district or area(?); ;Kazakhstan;Qostanay oblysy;52.780879;64.769842;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite, hydrohematite, hydrogoethite, hematite, goethite, ilmenite, (leucoxene), rutile, anatase, kaolinite, boehmite;;;;;;clay, lignite;;;;;"Bauxite-bearing deposits fill depressions in pre-Cretaceous basement; four irregularly shaped economic ore bodies.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2634;7311;Unehtinskoe; ; ; ;site(?); ;Kazakhstan;Aqtöbe oblysy;46.14236;58.6672; ;alkaline igneous;peralkaline-associated; ;U, P, REE, Sc; ; ; ; ;Occurrence; ;;;;;;;;marine clay, bone debris;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2635;7312;unnamed; ; ; ;intrusion or complex; ;Kazakhstan;Almaty oblysy;42.94;76.604; ;alkaline igneous;peralkaline-associated; ;Nb, Sn, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2636;7313;unnamed; ; ; ;intrusion or complex; ;Kazakhstan;Almaty oblysy;42.939;76.602; ;alkaline igneous;peralkaline-associated; ;Nb, Sn, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2637;7314;unnamed; ; ; ;site; ;Kazakhstan;Almaty oblysy;42.686;79.556; ;other igneous deposit;gabbro/granitoid-related mesothermal vein; ;Cu, REE, Ag; ; ; ; ;Occurrence; ;;;;;;;;sandstone;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2638;7315;Uvanas; ; ; ;site;U mine;Kazakhstan;Ongtüstik Qazaqstan oblysy;45.0578;69.3332; ;uranium deposit;sandstone-hosted uranium (roll-front); ;U, Re, Sc, REE; ; ; ; ;Occurrence(?); ;;coffinite, nasturaninite;;Paleogene;;;;sandstone or granite?;;;;Kazatomprom;In 1995, deposit was being mined for uranium.;"Abakumov (1995); Rundkvist and others (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2639;7316;Varvarinskoe; ; ; ;site;active bauxite mine;Kazakhstan;Qostanay oblysy;52.9709;62.2645;"Turgai Basin; insufficient information to verify location.";bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;gibbsite, hematite, kaolinite, siderite;;;;;;;limestone;;;;;Bauxite forms twelve ore bodies (eight are economic).;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2640;7317;Verkhne Espe;Verkhnee Espee; ; ;intrusion or complex; ;Kazakhstan;Shyghys Qazaqstan oblysy;48.1734;81.4705; ;alkaline igneous;peralkaline-associated, metasomatic replacement lodes and pegmatite veins; ;Be, Zr, Nb, Ta, REE; ; ; ; ;Occurrence; ;gadolinite, xenotime;phenakite, helvine, zircon, pyrochlore, rutile, titanite, fluorite, milarite, barylite, bertrandite;albite, riebeckite, potassic feldspar, aegirine, quartz, biotite, astrophyllite;Permian;;Permian;;riebeckite granite;;sedimentary rock;feldspathic;;Mineralization is reported to be at contacts of two riebeckite granite cupolas with enclosing sedimentary rocks.;"Barton and Young (2002); Heinhorst and others (2000); Nokleberg and others (2005b); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2641;7318;Verkhne Irgizskoe-Kyzylsajskoe; ; ; ;district or area(?); ;Kazakhstan;Aqtöbe oblysy;50.494;60.175; ;other igneous deposit;pegmatite; ;Be, Sn, Li, Cs, Rb, REE; ; ; ; ;Occurrence; ;;;;;;;;granite or carbonaceous sand;;;;;;"Rundkvist and others (2001); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2642;7319;Verkhnee Qairaqty; ; ; ;site;active W mine;Kazakhstan;Qaraghandy oblysy;48.6825;73.259; ;other igneous deposit;granite-related hypothermal;vein, stockwork;W, Mo, Bi, Be, Cu, Pb, Sn, REE; ; ; ; ;Occurrence; ;;scheelite, wolframite, Bi minerals, molybdenite, chalcopyrite, cassiterite, galena;;;;;;leucogranite, sandstone, siltstone, shale;;;albitite-propylite alteration, skarn- propylite alteration;;;Seltmann and others (2013);1945;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2643;7320;Verkhnetobolskoe; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;52.575213;62.61184;Insufficient data to verify location.;bauxite;karst bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite;;;;;;limestone;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2644;7321;Voskhod; ; ; ;site(?); ;Kazakhstan;Soltüstik Qazaqstan oblysy;52.968249;66.59377;"Kokshetau Region; insufficient information to verify location.";other igneous deposit;intrusion-related, structure controlled;vein, stockwork;U, Mo, REE(?); ; ; ; ;Showing(?); ;;;;;;Cambrian: Series 2(?);;schist, amphibolite, granodiorite;Taskazgan Formation;;beresitization;;"Multilevel stratiform ore bodies controlled by thrust zones; Seltmann and others (2012) characterize deposit type as Northern Kazakhstan uranium (U-Mo subtype).";"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2645;7322;Vostochnoe; ; ; ;district or area; ;Kazakhstan;Pavlodar oblysy;51.475906;76.660333;Insufficient data to verify location.;placer of unknown origin;placer or paleoplacer; ;Ti, Zr, REE; ; ; ; ;Showing(?); ;monazite;ilmenite, rutile, (leucoxene), zircon;;;;;;quartz sand;Chegan Formation;;;;"Placers form large lenses as long as 11 km, as wide as 3.0 km; 0.04–0.07 kg/m3 of monazite.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2646;7323;Vostok; ; ; ;site;active U mine;Kazakhstan;Soltüstik Qazaqstan oblysy;52.625;68.1715;"Kokshetau Region, Balkashinsky Ore Field; insufficient information to verify location.";other igneous deposit;intrusion-related, structure controlled;vein, stockwork;U, Mo, REE(?); ; ; ; ;Showing(?); ;;uraninite (pitchblende), pyrite, molybdenite;;;;Ordovician;;argillite, arenaceous sediments;;Ordovician granodiorite, diorite, gabbro;beresitization, carbonatization;;"Ore bodies are in highly fractured parts of the Glavny fault zone; Seltmann and others (2012) characterize deposit type as Northern Kazakhstan uranium (U-Mo subtype).";"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2647;7324;Yekaterinovskoe; ; ; ;district or area; ;Kazakhstan;Qostanay oblysy;52.6702;62.283333;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2648;7325;Yubileinoe;Yubileiny; ; ;site;active coal mine;Kazakhstan;Shyghys Qazaqstan oblysy;49.8638;79.2384;Modified slightly from Seltmann and others (2012).;sedimentary;coal, sedimentary;stratiform;COAL, REE, Sc, Be; ; ; ; ;Deposit; ;;;;;;;;coal, siltstone, sandstone, conglomerate;;;;;Multiple coal beds.;Seltmann and others (2013);;;;No production;;;;;1600 (coal resource);;;150 g/t Y, 18 g/t Yb, 57 g/t Gd, 19 g/t Dy, 164 g/t Ce, 91 g/t La;;;;;;;;;;Seltmann and others (2012);Not compliant;0.037 Mt Y, 0.0045 Mt Yb, 0.014 Mt Gd, 0.005 Mt Dy, 0.04 Mt Ce, 0.023 Mt La, 0.017 Mt Nd;South and Central Asia +2649;7326;Zaozernoe; ; ; ;site; ;Kazakhstan;Soltüstik Qazaqstan oblysy;53.12;71.2146; ;other igneous deposit;vein; ;U, P, Zr, Sr, REE, Th; ; ; ; ;Occurrence; ;;F-apatite, coffinite, thorite, uraninite (pitchblende);;Upper Ordovician;;;;limestone, granite porphyry dikes;;;;;"Past U producer; two ages of mineralization—primary syngenetic mineralization and secondary enrichment.";"International Atomic Energy Agency (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2650;7327;Zayach'e; ; ; ;district or area(?); ;Kazakhstan;Aqmola oblysy;52.157238;73.803203;Insufficient data to verify location.;placer of unknown origin;placer or paleoplacer; ;Ti, Zr, REE; ; ; ; ;Showing; ;monazite, xenotime;zircon, ilmenite, rutile, (leucoxene);;;;;;clay, sand;;;;;;Seltmann and others (2013);1955;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2651;7328;Zhalpak; ; ; ;district or area; ;Kazakhstan;Ongtüstik Qazaqstan oblysy;45.8917;68.8711; ;uranium deposit;sandstone-hosted uranium (roll-front); ;U, Re, Sc, REE; ; ; ; ;Occurrence; ;;coffinite, nasturaninite;;Upper Cretaceous;;;;carbonaceous sand;Zhalpak Formation;;;;;"Abakumov (1995); International Atomic Energy Agency (2009); Rundkvist and others (2001); World Nuclear Association (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2652;7330;Zhanadaur (Zhandaur); ; ; ;district or area; ;Kazakhstan;Aqtöbe oblysy;50.845173;61.944901;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite;;;;;;limestone;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2653;7331;Zhanatas;Dzhanatas, Janatas, Janytas;includes Berkuty, Central, Shoshkabulak;Qaratau;district or area;P mine;Kazakhstan;Zhambyl oblysy;43.5661;69.5819; ;phosphorite;sedimentary; ;P, F, REE, V, Co, Ni;Y 300 g/t, Yb 4.2 g/t;Ce 110 g/t, La 200 g/t; ;TREE 614 g/t;Deposit; ;;apatite;;;;;;phosphorite, dolomite, chert, shale, marlstone, sandstone;Chulaktau Formation;;;Sunkar Resources plc;;"Harben and Kužvart (1996); Nokleberg and others (2005b); Seltmann and others (2012); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2654;7332;Zhanet; ; ; ;site(?); ;Kazakhstan;Qaraghandy oblysy;47.526662;74.323394;Insufficient data to verify location.;other igneous deposit;granite-related hypothermal;vein, stockwork;Mo, W, Be, Bi, Cu, REE; ; ; ; ;Showing; ;;molybdenite, bismuthinite, native bismuth, chalcopyrite;;;;;;trachyandesite, dacite, rhyolitic tuff;;leucogranite;potassic, albitization, greisenization, sericitization, carbonatization;;Ore stockwork is localized in the volcanic sequence above the leucogranite pluton.;Seltmann and others (2013);1954;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2655;7333;Zhaur South; ; ; ;intrusion or complex(?); ;Kazakhstan;Qaraghandy oblysy;48.468002;73.763798;Insufficient data to verify location.;other igneous deposit;granite-related hypothermal;vein, stockwork;W, Mo, Bi, REE; ; ; ; ;Occurrence; ;;scheelite, molybdenite, wolframite, pyrite;;;;Middle Devonian;;shale, sandstone, rhyolite, tuff;;quartz porphyry;silicification;;"Ore stockwork is localized in the quartz porphyry, rhyolite tuff and sandstone; 5510 g/t TREO.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2656;7335;Aktyuz;Ak-Tyuz, Aqtyuz; ; ;district or area; ;Kyrgyzstan;Chü;42.8674;76.127; ;other igneous deposit;granite-related hypothermal vein, mesothermal vein; ;Pb, REE, Bi, Zn, Mo, Sn, Nb, Be, Th; ; ; ; ;Deposit; ;;;;;22–35 Ma;;;silicified granophyre;;Hercynian leucogranite;;Stans Energy Corporation (2012);;"Danilov (2011); ESCAP (1998); Malyukova and others (2005); Seltmann and others (2013)";;;;Past byproduct producer(?);;;;;;15;1;;;;;;;;;;;Malyukova and others (2005);Not compliant;;South and Central Asia +2657;7336;Anjilga; ; ; ;site(?); ;Kyrgyzstan;Chü;42.8667;76.1333;Insufficient data to verify location.;other igneous deposit;granite-related hypothermal;vein, stockwork;REE, Pb, Sn; ; ; ; ;Occurrence; ;;cerussite, wulfenite, galena, cassiterite, fluorite, apatite;;Silurian(?);2780 Ma;Archean(?);;gneiss, schist, amphibolite, marble, migmatite;;;;Stans Energy Corporation (2013);"Date of mineralization is Upper Permian according to Smirnova and others (1994) and most others; the Silurian date is a USGS date from a 2013 sample collected during a Kutessay II site visit.";"Seltmann and others (2013); Smirnova and others (1994)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2658;7337;Aqshagyl; ; ; ;district or area; ;Kyrgyzstan;Batken;39.975681;70.820007;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;Carboniferous;;limestone;;;;;"More than sixty bauxite bodies occur; alumina in the ore makes mining unprofitable.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2659;7338;Archalu; ; ; ;site(?); ;Kyrgyzstan;Naryn;41.678;76.112; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2660;7339;Baikishi; ; ; ;site(?); ;Kyrgyzstan;Chü;42.767;76.241; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2661;7340;Barskaun; ; ; ;site(?); ;Kyrgyzstan;Ysyk-Köl;42.066;77.628; ;other igneous deposit; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2662;7341;Bash-Nura; ; ; ;site(?); ;Kyrgyzstan;Naryn;41.603;76.352; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2663;7342;Bedek; ; ; ;district or area; ;Kyrgyzstan;Batken;39.812826;70.544153;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;Ore zones are up to 12-m thick and traceable up to 7 km.;"Seltmann and others (2013); Seltmann and tohers (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2664;7343;Bedek; ; ; ;district or area; ;Kyrgyzstan;Sughd;39.876526;70.583794;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2665;7344;Bedek; ; ; ;intrusion or complex; ;Kyrgyzstan;Batken;39.8128;70.5442; ;"other igneous deposit; supergene(?)"; ; ;NEPH, REE(?); ; ; ; ;Showing(?); ;;;;;;;;nepheline syenite;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2666;7345;Chalkuirjuk-Akdzhilga-Dzhul'chirash; ; ; ;site(?); ;Kyrgyzstan;Osh;39.9181;73.105; ;unclassified; ; ;Au, Co, REE(?); ; ; ; ;Showing(?); ;;;;;;;;intermediate intrusions;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2667;7346;Chekendy;Chekindy; ; ;intrusion or complex; ;Kyrgyzstan;Batken;39.775;72.183333;Insufficient data to verify location.;carbonatite(?);carbonatite-associated(?); ;Nb, Hf, REE(?); ; ; ; ;Showing(?); ;;;;;;;;carbonatite(?), syenite, monzonite, nepheline syenite;;;;;Mineralization occurs as steep-dipping vein-like carbonatite bodies in the syenite.;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2668;7347;Chet-Nura; ; ; ;site(?); ;Kyrgyzstan;Naryn;41.604;76.183; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2669;7348;Chon-Kyzylsu; ; ; ;site(?); ;Kyrgyzstan;Ysyk-Köl;42.224;78.223; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2670;7349;Chontash; ; ; ;intrusion or complex(?); ;Kyrgyzstan;Jalal-Abad;41.447;74.39; ;other igneous deposit;porphyry(?); ;Cu, Au, Mo, REE; ; ; ; ;Deposit; ;;;;;;;;;;;;;;Chaarat Gold Holdings (2011);;;;Not known;;;;;;;0.232;;;;;;;;;;;Chaarat Gold Holdings (2011);Not compliant;;South and Central Asia +2671;7351;Dzhindon; ; ; ;site(?); ;Kyrgyzstan;Osh;40.28;72.31; ;unclassified; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Sultanov (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2672;7352;Dzurysaj;Jurysai, Dzurysaj; ; ;intrusion or complex; ;Kyrgyzstan;Batken;39.5831;71.3192; ;alkaline igneous;peralkaline-associated; ;Ta, Nb, REE, Th; ; ; ; ;Deposit;small deposit;;;;;;;;;;;;;;"Rundkvist and others (2001); Seltmann and others (2013)";;;;Not known;;;;;;<0.05;;;;;;;;;;;;Seltmann and others (2009);Not compliant;;South and Central Asia +2673;7353;Jilisu; ; ; ;district or area; ;Kyrgyzstan;Batken;39.659122;71.341782;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2674;7354;Kalesay; ; ;Aktyuz;intrusion or complex; ;Kyrgyzstan;Chü;42.8604;76.1288; ;alkaline igneous;alkalic igneous, stockwork; ;Be, REE; ; ; ; ;Occurrence; ;;;;;;;;;;Hercynian leucogranite;;;;"Malyukova and others (2005); Danilov (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2675;7355;Karadzhilga;Qaradjilga, Karajilga; ; ;intrusion or complex; ;Kyrgyzstan;Talas;42.596;72.274; ;alkaline igneous;peralkaline-associated; ;Ti, REE, Nb; ; ; ; ;Deposit;small deposit;monazite;ilmenite, rutile;;;;;;alkaline syenite, nepheline syenite;;;;;;"Bogdetsky and others (2001); Seltmann and others (2013); Sultanov (2012)";;;;No production;;;;;;;0.7;;;;;;;;;;;Bogdetsky and others (2001);Not compliant;6700 tons of ilmeno-rutile-monazite-ferrite ore.;South and Central Asia +2676;7356;Karadzhilga-10;Qaradjilga-10; ; ;intrusion or complex; ;Kyrgyzstan;Talas;42.6256;72.2263; ;alkaline igneous;peralkaline-associated; ;REE, Nb; ; ; ; ;Occurrence; ;;;;;;;;granite;;;;;Small deposit.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2677;7357;Karaganskii; ; ; ;intrusion or complex; ;Kyrgyzstan;Batken;39.75;70; ;alkaline igneous; ; ;Zr, GAR, P, Ti, REE, Fe, Cu, Pb, Zn, As, Mo; ; ; ; ;Occurrence; ;monazite;zircon, garnet, apatite, anatase, tantalo-niobates, magnetite;nepheline, liebernite, sodalite, cancrinite;;;;;alkaline syenite, nepheline syenite;;;;;;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2678;7358;Kaskasu-1; ; ; ;site; ;Kyrgyzstan;Naryn;41.6507;76.2392; ;other igneous deposit;skarn; ;W, REE; ; ; ; ;Occurrence; ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2679;7359;Katranbashi; ; ; ;district or area; ;Kyrgyzstan;Batken;39.996048;71.250397;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;Devonian–Carboniferous;;limestone;;;;;"Bauxite as lenses and nests in the weathering profile of limestone; >100 outcrops of bauxite occur in the ore field.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2680;7360;Kemin; ; ;Aktyuz;site; ;Kyrgyzstan;Chü;42.8582;76.099; ;unclassified; ; ;REE; ; ; ; ;Occurrence; ;;;;Upper Paleozoic;;;;granite;;;;;;Danilov (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2681;7362;Khodzhaachkan; ; ; ;district or area; ;Kyrgyzstan;Batken;39.641251;71.275352;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2682;7363;Khorgosskoe;Altynemel(?); ; ;intrusion or complex; ;Kyrgyzstan;Ysyk-Köl;41.923834;77.623365;Insufficient data to verify location.;alkaline igneous;peralkaline igneous-associated;pegmatite;Be, REE, Sn, Pb; ; ; ; ;Occurrence; ;;;;;;;;granite;;;;;Six pegmatites.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2683;7364;Kindyk-Kurumdy; ; ; ;site(?); ;Kyrgyzstan;Osh;39.6845;72.842; ;other igneous deposit;skarn; ;W, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2684;7365;Kinidjarghylgak; ; ; ;site(?); ;Kyrgyzstan;Ysyk-Köl;42.093;77.837; ;unclassified; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2685;7366;Kokbulak; ; ; ;site(?); ;Kyrgyzstan;Ysyk-Köl;42.796;76.913; ;unclassified; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2686;7367;Kokchetau East; ; ; ;district or area; ;Kyrgyzstan;Batken;39.763374;69.587205;Insufficient data to verify location.;bauxite;bauxite, sedimentary;"stratiform; lenses and nodules";Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;limestone;;;;;Not a commercial deposit.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2687;7368;Kokchetau Tsentral'noe; ; ; ;district or area; ;Kyrgyzstan;Batken;39.76638;69.639363;Insufficient data to verify location.;bauxite;bauxite, sedimentary;"stratiform; lenses and nodules";Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;limestone;;;;;Not a commercial deposit.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2688;7369;Kokchetau West; ; ; ;district or area; ;Kyrgyzstan;Batken;39.759478;69.61769;Insufficient data to verify location.;bauxite;bauxite, sedimentary;"stratiform; lenses and nodules";Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;limestone;;;;;Not a commercial deposit.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2689;7370;Kol'-Ukok; ; ; ;site(?); ;Kyrgyzstan;Naryn;42.0308;75.9783;Insufficient data to verify location.;other igneous deposit;granite-related, hydrothermal;vein, stockwork;Th, REE; ; ; ; ;Deposit; ;ferrithorite, xenotime, bastnäsite-(Y);pyrite, sphalerite, galena;;Silurian(?);;Silurian;;leucocratic granite;;;albitization, silicification, iron accumulation, carbonatization;;0.2% TREO.;Pak and Ivleva (2013);;;;Not known;;;;;0.0066;;;;;;;;;;;;1965;Pak and Ivleva (2013);Not compliant;;South and Central Asia +2690;7371;Kulp;Kulpskii; ; ;intrusion or complex; ;Kyrgyzstan;Batken;39.6077;71.1287;Insufficient data to verify location.;alkaline igneous; ; ;Al, REE(?); ; ; ; ;Showing(?); ;;nepheline;;;;;;nepheline syenite, syenite, quartz syenite, granite;;;;;;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2691;7372;Kumbel; ; ; ;site; ;Kyrgyzstan;Naryn;41.7711;75.6262; ;other igneous deposit;skarn; ;W, Au, REE(?); ; ; ; ;Showing(?); ;;;;;;;;albitite, granite greisen;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2692;7374;Kuperlisay; ; ;Aktyuz;site; ;Kyrgyzstan;Chü;42.8474;76.1117;Near Kyundaylyk pass.;other igneous deposit;granite-related hypothermal vein, mesothermal vein; ;Th, REE, Be; ; ; ; ;Occurrence; ;;;;;;;;albitite, granite greisen;;Hercynian leucogranite;;;Small deposit.;"Danilov (2011); Malyukova and others (2005); Seltmann and others (2013); Sultanov (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2693;7375;Kurbu; ; ; ;site(?); ;Kyrgyzstan;Ysyk-Köl;42.091;77.17; ;unclassified; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;granophyre, greisen, schist breccia;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2694;7376;Kutessay I; ; ;Aktyuz;site; ;Kyrgyzstan;Chü;42.8576;76.1223; ;unclassified; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Danilov (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2695;7377;Kutessay II;Kutessai, Kutessiask; ;Aktyuz;site; ;Kyrgyzstan;Chü;42.8619;76.1198; ;other igneous deposit;granite-related hypothermal vein, mesothermal vein; ;REE, Be, Pb, Ta, Nb, Zr;~46% of TREO; ; ; ;Deposit; ;monazite, xenotime, synchysite-(Y), Y-parisite;zircon, galena, thorite, molybdenite, cryolite, arsenopyrite, azurite, siderite, marcasite, sphalerite, pyrrhotite, cinnabar, scheelite;;;;;;granophyre, greisen, schist breccia;;Hercynian leucogranite;;Stans Energy Corporation (2012);;"Bogdetsky and others (2001); Clarke (2012); Danilov (2011); ESCAP (1998); Hedenquist and Daneshfar (2001); Malyukova and others (2005); Ollett (2012a); Seltmann and others (2013); Walters and Lusty (2011); Will and others (1995)";;;;Past producer;;;;;;42.98 measured +indicated;0.264;;;;;;;;;;2011;Clarke (2012);JORC compliant;HREE 46% of TREE.;South and Central Asia +2696;7378;Kutessay III; ; ;Aktyuz;site; ;Kyrgyzstan;Chü;42.8541;76.1171; ;alkaline igneous; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;alkaline syenite, nepheline syenite, leucosyenite;;;;Stans Energy Corporation (2012);;Danilov (2011);;;;Not known;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2697;7379;Kyrkbulak; ; ; ;site(?); ;Kyrgyzstan;Batken;39.587;69.827; ;unclassified; ; ;REE; ; ; ; ;Occurrence; ;;;;Permian;;;;schist, nepheline syenite;;;;;;"ESCAP (1998); Seltmann and others (2013); Sultanov (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2698;7380;Kyzyl-Ompul; ; ; ;intrusion or complex; ;Kyrgyzstan;Naryn;42.35;75.917; ;alkaline igneous; ; ;U, REE; ; ; ; ;Occurrence; ;xenotime, synchysite;titanite, apatite, zircon, titanifeous magnetite, fluorite, pyrite;diopside, nepheline, feldspar, amphibole, biotite, olivine, quartz;;;;;alkaline syenite, nepheline syenite, leucosyenite or granite?;;;;;;"Kogarko and others (1995); Mariano and Mariano (2012a); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2699;7381;Kyzyl-Tash; ; ; ;site(?); ;Kyrgyzstan;Talas;42.5425;72.4058;Insufficient data to verify location.;other igneous deposit;greisen-related(?); ;REE, Nb, Th; ; ; ; ;Deposit; ;monazite, xenotime, apatite, rutile, REE-bearing fluorocarbonates;ferrithorite, Nb-bearing rutile;;Permian(?);;Proterozoic;;granite, gneiss;;;silicification, carbonatization;;"Quartz veins and mineralized zones in the granito-gneiss; 0.226% TREO.";Pak and Ivleva (2013);;;;No production(?);;;;;;0.0000483 C2;0.226 C2;;;;;;;;;;1961;Pak and Ivleva (2013);Not compliant;;South and Central Asia +2700;7382;Matchinskii; ; ; ;intrusion or complex; ;Kyrgyzstan;Batken;39.533;70.783; ;carbonatite;carbonatite; ;REE; ; ; ; ;Occurrence; ;;;amphibole, pyroxene, tourmaline;;;;;schist, nepheline syenite;;;;;REE occur in carbonatite dikes cutting schists near margins of the intrusion.;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2701;7383;Melik-Su; ; ; ;site(?); ;Kyrgyzstan;Batken;39.8791;71.9635; ;other igneous deposit;skarn; ;W, REE(?); ; ; ; ;Showing(?); ;;;;Permian;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2703;7385;Orto-Nura; ; ; ;site(?); ;Kyrgyzstan;Naryn;41.666;76.181; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;black shale, coaly shale;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2704;7386;Qara-Kia; ; ; ;district or area; ;Kyrgyzstan;Batken;39.940042;69.77359;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;gibbsite;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2705;7387;Qaranghly; ; ; ;district or area; ;Kyrgyzstan;Batken;40.125;71.85;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;limestone breccia;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2706;7388;Sandyk; ;includes Chechekty, Kumbel, Sandyktu-Suu; ;intrusion or complex; ;Kyrgyzstan;Naryn;42.175;75.0167; ;alkaline igneous;alkaline igneous-associated; ;Al, Rb, REE(?); ; ; ; ;Showing(?); ;;nepheline;;;;;;nepheline syenite;;;;;;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2707;7389;Sanghik; ; ; ;site(?); ;Kyrgyzstan;Ysyk-Köl;42.073;77.233; ;unclassified; ; ;REE; ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2708;7390;Sarydjaz; ; ; ;site(?); ;Kyrgyzstan;Ysyk-Köl;42.2533;79.8631;Uncertain location in Sarydzhaz Mountains.;unclassified; ; ;U, Mo, V, REE; ; ; ; ;Occurrence; ;;;;;;;;black shale, coaly shale;;;;;Small deposit.;"ESCAP (1998); Hedenquist and Daneshfar (2001); Sides (2006)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2709;7391;Sarysay;Saysai, Sarysai; ; ;intrusion or complex; ;Kyrgyzstan;Ysyk-Köl;41.6917;78.8; ;carbonatite;carbonatite-associated; ;REE, Nb, Ta, U, Zr, Au; ; ; ; ;Deposit; ;;;;;;;;;;;;;Medium-sized deposit.;"Bogdetsky and others (2001); Kogarko and others (1995); Seltmann and others (2013); Sultanov (2012)";;;;No production(?);;;;;;;0.2;;;;;;;;;;;Bogdetsky and others (2001);Not compliant;"Estimated resources are 0.014 Mt ""rare earths""; not specified if TREE or TREO.";South and Central Asia +2710;7392;Shadymyr; ; ; ;district or area; ;Kyrgyzstan;Batken;39.998013;70.248367;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2711;7393;Sienitovoe; ; ; ;site(?); ;Kyrgyzstan;Jalal-Abad;42.1172;72.3917;"Insufficient data to verify location; in Kurgan complex.";other igneous deposit;greisen-related(?), skarn;veins, lenses;REE, Th, Be, Nb; ; ; ; ;Deposit; ;monazite, yttrium-bearing monazite, rare earth fluoro-carbonates, yttrofluorite, fluorite, zircon, [tsirtolite], eudialyte;ferrithorite, thorite, tantalum niobate, Nb-bearing rutile;;Devonian(?);;Silurian;;;;syenite;;;"Two mineralized areas associated with syenite bodies, greisenized veins and lenses of syenite, and skarn body, and controlled by the Terek Krupnoo fault; deposit is considered to be part of Kurgan polymetallic deposit; 0.137% TREO.";Pak and Ivleva (2013);;;;No production(?);;;;;0.3009 C2;0.000412 C2;0.137 C2;;;;;;;;;;2009;Pak and Ivleva (2013);Not compliant;;South and Central Asia +2712;7394;Soguty; ; ; ;site(?); ;Kyrgyzstan;Talas;42.7167;71.8667;Insufficient data to verify location.;unclassified; ; ;REE, Nb, Li; ; ; ;0.1% TREO;Showing; ;;;;;;;;;;;;;;Pak and Ivleva (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2713;7395;Sokh; ; ; ;district or area; ;Kyrgyzstan;Batken;39.9629;71.0948;"Insufficient data to verify location; in Sokhskii complex.";bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2714;7396;Sokh-I; ; ; ;site(?); ;Kyrgyzstan;Batken;39.7911;71.1468;"Insufficient data to verify location; in Sokhskii complex.";alkaline igneous;alkaline igneous-associated; ;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2715;7397;Sokhskii;Zardalek; ; ;intrusion or complex; ;Kyrgyzstan;Batken;39.7917;71.1;Insufficient data to verify location.;alkaline igneous;alkaline igneous-associated; ;Al, REE(?); ; ; ; ;Showing(?); ;;nepheline;;;;;;;;nepheline syenite, monzonite, syenite;;;Five stocks of nepheline syenite.;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2716;7399;Surteke III; ; ; ;site; ;Kyrgyzstan;Naryn;41.021;76.069; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2717;7400;Surteke V; ; ; ;site; ;Kyrgyzstan;Naryn;41.003;76.021; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2718;7401;Taldyk; ; ; ;site(?); ;Kyrgyzstan;Osh;40.1;72.98; ;unclassified; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Sultanov (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2719;7402;Taralghan; ; ; ;intrusion or complex; ;Kyrgyzstan;Ysyk-Köl;42.082;77.666; ;other igneous deposit; ; ;REE; ; ; ; ;Showing; ;;;;;;;;intermediate intrusions;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2720;7403;Tashkoro; ; ; ;site(?); ;Kyrgyzstan;Chü;42.9097;75.9916; ;other igneous deposit;gabbro/granitoid-related mesothermal vein; ;Pb, Zn, REE, Cu, Bi; ; ; ; ;Deposit;small deposit;;;;;;;;intermediate intrusions;;;;;;Seltmann and others (2013);;;;Not known;;;;;;<0.05;;;;;;;;;;;;Seltmann and others (2009);Not compliant;;South and Central Asia +2721;7404;Teke-Saldy; ; ; ;site(?); ;Kyrgyzstan;Osh;39.5097;72.1671; ;other igneous deposit; ; ;Sn, Au, REE(?); ; ; ; ;Showing(?); ;;;;;;;;syenite, pyroxenite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2722;7405;Tojalmysh; ; ; ;site(?); ;Kyrgyzstan;Jalal-Abad;42.0949;71.2879; ;other igneous deposit; ; ;Au, W, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2723;7406;Tutek; ; ; ;intrusion or complex; ;Kyrgyzstan;Batken;39.393;70.833; ;alkaline igneous; ; ;Ta, Nb, REE, U, Th, F; ; ; ; ;Occurrence; ;;;;;;;;syenite, granite;;;;Caminoco Management Inc. (2010);;"Caminoco Management Inc. (2010); Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2724;7407;unnamed; ; ; ;site(?); ;Kyrgyzstan;Naryn;41.0674;76.6664; ;other igneous deposit;vein; ;W, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2725;7408;unnamed; ; ; ;site(?); ;Kyrgyzstan;Ysyk-Köl;42.8173;78.0822; ;other igneous deposit;greisen; ;W, REE(?); ; ; ; ;Showing(?); ;;;;Paleogene(?);;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2726;7409;unnamed; ; ; ;site(?); ;Kyrgyzstan;Jalal-Abad;41.519;70.879; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2727;7411;Yarkhich; ; ; ;intrusion or complex; ;Tajikistan;Region of Republican Subordination;39.2667;70.7;Seltmann and others (2012) give location as 39.7667N, 70.7987E which would place the site in Kyrgyzstan, but it is believed to be in error based on the limited information available.;alkaline igneous;peralkaline igneous-associated; ;REE; ; ; ; ;Occurrence; ;allanite;apatite, zircon, titanite, magnetite;;Triassic;230 Ma;Triassic;;nepheline syenite, peralkaline syenite, quartz syenite;;;;;;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2728;7413;Ahungalla; ; ; ;district or area; ;Sri Lanka;Dakunu Palata;6.3123;80.0298; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;thorianite;;;;;;;;;;;;Peiris (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2729;7414;Aluthgama; ; ; ;district or area; ;Sri Lanka;Dakunu Palata;6.4339;79.9923; ;shoreline placer; ; ;REE; ; ; ; ;Occurrence; ;monazite;thorianite;;;;;;;;;;;;Peiris (2013);;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2730;7415;Balangoda;Ambalangoda;includes Teldeniya, Nugatenna, Balangoda, Denagama, Nuwara Eliya, Ambalawa, Ratnapura, Buluhela Oya, Hikkaduwa and others; ;district or area; ;Sri Lanka;Sabaragamuwa Palata;6.6667;80.694;Estimated location.;other igneous deposit;pegmatites, dikes; ;GEM, REE, Th; ; ; ; ;Occurrence; ;monazite;zircon, thorianite, beryl, moonstone (feldspar);feldspar, quartz;;;;;pegmatite;;metasediment;;;;"Dissanayake and others (2000); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2731;7416;Beruwala; ; ; ;site; ;Sri Lanka;Basnahira Palata;6.4769;79.9823; ;shoreline placer; ; ;GAR, Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;garnet, zircon, ilmenite, rutile, garnet;sillimanite, spinel;;;;;laterite, sandy clay, sandy gravel;;;;;"Deposit is about 1 km long on a beach between the Beruwala and Maggona headlands; deposit is seasonal.";"ESCAP (1989); ESCAP and ABMRGG (1988); Neary and Highley (1984); Overstreet (1967); Peiris (2013); Rupasinghe and others (1983); Valsangkar (2001); Wijayananda (2001); Wickremeratne (1986)";;;;Past byproduct producer;Exploited from 1967–1971.;1) 1918–1920, 2) 1957–1971;"1) Peiris (2013); 2) Wickremeratne (1986)";"1) Production reportedly shipped to Japan, sand contained about 15% monazite, 450 t monazite produced from 0.003 Mt ore 1918–1920; 2) Production reputedly had commercial return of $100,000, 500 t monazite produced 1957–1971.";;;;;;;;;;;;;;;;;South and Central Asia +2732;7417;Beruwala offshore; ; ; ;district or area; ;Sri Lanka;Basnahira Palata;6.4572;79.9665;Offshore resource at Beruwala.;shoreline placer; ; ;Ti, REE, Zr, GAR; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile, garnet;sillimanite, pyroxene;;;;;sand;;;;;Monazite is 10 to >28 percent of heavy minerals in samples.;Wickremeratne (1986);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2733;7419;Denegama;Denagama; ; ;site; ;Sri Lanka;Sabaragamuwa Palata;6.717;80.717; ;other igneous deposit;pegmatites; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;Pegmatites are weathered.;"ESCAP (1989); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2734;7420;Elahera; ; ; ;district or area; ;Sri Lanka;Uturumeda Palata;7.6841;80.8275;Mineralization probably extends into Central Province.;supergene;"laterite; placer, alluvial"; ;GEM, REE; ; ; ; ;Showing; ;titanite(?);garnet, tourmaline, corundum, spinel, chrysoberyl, iolite, kornerupine, sinhalite, zircon;;;;;;laterite, sandy clay, sandy gravel;;Precambrian metasedimentary rock and charnockite-granite-type rocks.;;;;"Dissanayake and others (2000); Rupasinghe and Dissanayake (1984)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2735;7421;Eppawala; ; ; ;intrusion or complex;P mine;Sri Lanka;Uturumeda Palata;8.1697;80.4069; ;carbonatite with residual enrichment;meta-carbonatite, weathered crust; ;P, REE; ; ; ; ;Occurrence; ;apatite, monazite;apatite (chlorfluorapatite), ilmenite, magnetite, pyrite;calcite, dolomite, forsterite, spinel, amphibole, phlogopite, albite, enstatite, magnesite, diopside, tremolite;;;;pre 650–550 Ma;calciocarbonatite;;Precambrian metamorphic rock, gneiss, marble;;;Monazite reported as inclusions in apatite.;"Manthilake and others (2008); Pitawala and others (2003)";;;open pit;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2736;7422;Galle; ;includes Hiniduma; ;district or area; ;Sri Lanka;Dakunu Palata;6.031;80.2144; ;shoreline placer; ; ;Ti, REE, Th; ; ; ; ;Showing; ;monazite;ilmenite, gold, rutile, thorianite;;;;;;;;;;;;"Overstreet (1967); Peiris (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2737;7423;Gin Ganga; ; ; ;district or area; ;Sri Lanka;Dakunu Palata;6.0626;80.1735;Location at mouth of Gin Ganga.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite;;;;;;beach sand;;;;;Concentrations of 4–5% monazite reported.;"Overstreet (1967); Welch (1958)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2738;7424;Hambantota; ; ; ;district or area; ;Sri Lanka;Dakunu Palata;6.1196;81.1056; ;shoreline placer; ; ;GAR, REE; ; ; ; ;Showing; ;monazite;garnet, ilmenite;;;;;;beach and dune sand;;;;;;"ESCAP (1989); Overstreet (1967); Peiris (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2739;7425;Induruwa; ;includes Kaikawela and Polkotuwa Beaches; ;district or area; ;Sri Lanka;Dakunu Palata;6.3757;80.0089; ;shoreline placer; ; ;Zr, Ti, REE, GAR; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, garnet, thorianite;;;;;;;;;;;"Monazite believed derived from nearby pegmatite veins; 15-40% monazite present; monazite is thorium-rich and deposit has high radiation level.";"ESCAP and ABMRGG (1988); Mahawatte and Fernando (2013); Neary and Highley (1984); Overstreet (1967); Peiris (2013)";;;;Past byproduct producer;;1918-1922;Overstreet (1967);450 t monazite produced from 0.003 Mt ore in 1918.;;;;;;;;;;;;;;;;;South and Central Asia +2740;7427;Kaikawela;Kaika, Kaikawala; ;Induruwa;site; ;Sri Lanka;Dakunu Palata;6.3925;80.0053;South of Colombo.;shoreline placer; ; ;REE, Ti, Zr, GAR; ; ; ; ;Deposit; ;monazite;ilmenite, garnet, zircon, baddeleyite, rutile, thorianite;sillimanite, spinel;;;;;beach sand;;;;Sri Lanka Geological Survey Department;"Black beach sands in locally contain as much as 40% monazite, average about 15%; exploited since 1952; deposit is 1 km long, 10 m wide and on narrow beach between two headlands; deposit is seasonal; monazite is thorium-rich and deposit has high radiation level.";"ESCAP (1989); Mahawatte and Fernando (2013); Overstreet (1967); Peiris (2013); Rupasinghe and others (1983); Valsangkar (2001); Welch (1958); Wickremeratne (1986)";;;;Past byproduct producer;Small byproduct REE producer in 1989, 1957-58, and during World War I.;1918–1922;Welch (1958);3000 t ore containing 420 t monazite produced from 1918–1922.;;;;;;;;;;;;;;;;;South and Central Asia +2741;7428;Kalutara;Kalu Ganga, Kaluganga; ; ;site; ;Sri Lanka;Basnahira Palata;6.5841;79.9562;Location near mouth of Kalu Ganga.;shoreline placer; ; ;Zr, Ti, REE, GAR; ; ; ; ;Deposit(?); ;monazite;zircon, ilmenite, garnet, rutile;sillimanite, spinel;;;;;beach sand;;;;;"Deposit is seasonal; concentrations of 4–5% monazite reported; monazite is thorium-rich and deposit has high radiation level.";"ESCAP (1989); ESCAP and ABMRGG (1988); Mahawatte and Fernando (2013); Neary and Highley (1984); Overstreet (1967); Welch (1958); Wickremeratne (1986)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2742;7429;Kelani Ganga;Kelani River; ; ;district or area; ;Sri Lanka;Basnahira Palata;6.9709;80.166;Estimated location upstream from Colombo and downstream from the mouth of the Sitawaka.;alluvial placer; ; ;GEM, Ti, REE; ; ; ; ;Showing(?); ;monazite;gems, ilmenite, garnet, magnetite, zircon, rutile, spinel, pyrite, sillimanite, titanite, anatase, native platinum;(hornblende), enstatite-ferrosilite;;;;;;;;;;;"ESCAP (1989); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2743;7430;Kelani Ganga; ; ; ;district or area; ;Sri Lanka;Basnahira Palata;6.9897;79.8688;Deposit north of mouth of Kelani Ganga.;shoreline placer; ; ;Ti, REE; ; ; ; ;Occurrence; ;monazite;ilmenite;;;;;;;;;;;About 2% monazite.;Welch (1958);;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2744;7431;Kokkilai; ; ; ;district or area; ;Sri Lanka;Uturu Palata;8.983;80.95; ;shoreline placer; ; ;Ti, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;beach and dune sand;;;;;Deposit confined to the beach.;"ESCAP (1989); ESCAP and ABMRGG (1988); Gunasekaree (2002); Valsangkar (2001); Welch (1958)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2745;7432;Kudremalai;Kudremala Point; ; ;district or area; ;Sri Lanka;Uturu Palata;8.8143;79.9213;South of Mannar.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite;;;;;;beach sand;;;;;Concentrations of as much as 22% monazite reported, but deposit is small.;"ESCAP (1989); Overstreet (1967); Peiris (2013); Welch (1958); Wijayananda (2001)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2746;7434;Maha Oya; ; ; ;district or area; ;Sri Lanka;Wayamba Palata;7.274;79.8427; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;;;;;;;beach sand;;;;;Concentrations of 7% monazite reported.;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2747;7436;Marawila; ; ; ;district or area; ;Sri Lanka;Wayamba Palata;7.4087;79.8174;Estimated location on west coast of Sri Lanka.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;;;;;;;beach and dune sand;;;;;Concentrations of 3–9% monazite reported.;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2748;7437;Matara; ; ; ;district or area; ;Sri Lanka;Dakunu Palata;5.95;80.533; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;ESCAP (1989);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2749;7438;Mullaittivu; ; ; ;district or area; ;Sri Lanka;Uturu Palata;9.2735;80.8037;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;;;;;;;"ESCAP (1989); ESCAP and ABMRGG (1988); Gunasekaree (2002)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2750;7439;Nayaru; ; ; ;district or area; ;Sri Lanka;Uturu Palata;9.132;80.877;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;;;;;;;;;"ESCAP (1989); Gunasekaree (2002)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2751;7440;Nuwara Eliya; ; ; ;district or area; ;Sri Lanka;Uva Palata;6.8667;80.9333;Estimated location.;"other igneous deposit; alluvial placer";pegmatite; ;GEM, FLD, SIL, REE; ; ; ; ;Showing; ;monazite;amethyst, corundum, spinel, zircon, quartz, feldspar;;;;;;;;;;;Pegmatites are weathered.;"Dissanayake and others (2000); ESCAP (1989); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2752;7441;Owella Estate;Matale; ; ;district or area; ;Sri Lanka;Madhyama Palata;7.5174;80.6463; ;shoreline placer;alluvial placer(?); ;REE; ; ; ; ;Occurrence; ;allanite;;;;;;;beach sand;;;;;Allanite contains 15-20% REE.;ESCAP (1989);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2753;7443;Polkotuwa; ; ; ;district or area; ;Sri Lanka;Basnahira Palata;6.483;79.983;South of Colombo.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, baddeleyite;;;;;;beach sand;;;;Sri Lanka Geological Survey Department;"Beach sands locally contain as much as 40% monazite, average about 15%; exploited since 1952; small byproduct REE producer in 1989.";ESCAP (1989);;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2754;7444;Pudavakattu; ; ; ;district or area; ;Sri Lanka;Negenahira Palata;8.8597;81.0777;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, zircon;;;;Pleistocene-Recent(?);;alluvium;;;;;Deposit relatively low grade.;ESCAP (1989);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2755;7445;Pulmoddai;Pulamoddai, Pulmudei; ; ;district or area; ;Sri Lanka;Negenahira Palata;8.948;80.9893;Mineralization extends offshore.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, sillimanite, garnet, magnetite, tourmaline, thorianite;quartz, shell fragments;;;;;beach and dune sand;;;;Lanka Mineral Sands Corp.;"Byproduct of Ti mining; old beach deposit (1.2 m above sea level) and Modern beach. Deposit replenished by annual monsoon. Shipments suspended in 1997 due to rebellion, but looking to resume in 2003. Deposit is just over 7 km long and 0.6 km wide and is mined each year from south to north.";"Anstett (1986); ESCAP and ABMRGG (1988); Harben (1991); Harben and Kužvart (1996); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Jayawardena (1986a); Jayawardena (1986b); Overstreet (1967); Panditharatna (1991); Peiris (2013); Valsangkar (2001); Wijayananda (2001)";;;;Byproduct producer;;1) 1966–1982, 2) 1984–1985;"1) Jackson and Christiansen (1993); 2) Panditharatna (1991)";"1) 700 t monazite produced from 1.963 Mt ore from 1966–1982; 2) 1003 t monazite produced from 1984–1985.";"1) 6; 2) 4.0 proven; 3) 1.593; 4) 4.0 estimated";3) 0.0013;;;;;;;;3) 0.0024 resource;"1) 0.3; 2) 0.24; 3) 0.3";"2) 56% ilmenite, 6.4–8% zircon, 6.4% rutile; 3) 1.141% ilmenite, 0.087% rutile, 0.024% zircon";3) 1989;"1) Jayawardena (1986b); 2) ESCAP and ABMRGG (1988); 3) Jackson and Christiansen (1993)";Not compliant;;South and Central Asia +2756;7446;Ratnapura; ; ; ;district or area; ;Sri Lanka;Sabaragamuwa Palata;6.626;80.455;Estimated location south-southeast of Ratnapuri.;alluvial placer;placer, alluvial and eluvial; ;GEM, REE; ; ; ; ;Occurrence; ;titanite, davidite, monazite;zircon, spinel, tourmaline, corundum, beryl, topaz, amethyst, andalusite, apatite, chrysoberyl, citrine, diamond, danburite, ekanite, garnet, iolite, kornerupine, scapolite, sillimanite, sinhalite;;Pleistocene–Recent(?);;Pleistocene–Recent(?);;alluvium;;Precambrian metasedimentary rock and charnockite-granite-type rocks.;;;;"Dissanayake and others (2000); Rupasinghe and Dissanayake (1984)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2757;7447;Sitawaka Ganga; ; ; ;district or area; ;Sri Lanka;Sabaragamuwa Palata;6.9243;80.3426;Estimated location.;alluvial placer; ; ;GEM, Ti, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, garnet, magnetite, zircon, rutile, tourmaline, corundum;(hornblende), enstatite-ferrosilite;;;;;alluvium;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2758;7448;Teldeniya; ; ; ;site(?); ;Sri Lanka;Madhyama Palata;7.3;80.767;Estimated location near the town of Teldeniya.;other igneous deposit;pegmatites; ;REE; ; ; ; ;Occurrence; ;monazite;;;;;;;;;;;;Pegmatites are weathered.;"ESCAP (1989); Overstreet (1967)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2759;7449;Thavikallu;Tavikallu; ; ;district or area; ;Sri Lanka;Negenahira Palata;8.7641;81.1448; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile;;Quaternary;;;;;;;;;;Gunasekaree (2002);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2760;7450;Tirrukkovil;Tirukkovil, Triukkovil, Thirukkovil; ; ;district or area; ;Sri Lanka;Negenahira Palata;7.1149;81.8583; ;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Showing; ;monazite;ilmenite, zircon, rutile, thorianite;;;;;;sand;;;;;;"ESCAP (1989); ESCAP and ABMRGG (1988); Overstreet (1967); Peiris (2013); Welch (1958)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2761;7451;Ussangoda; ; ; ;district or area; ;Sri Lanka;Sabaragamuwa Palata;6.767;80.383; ;shoreline placer; ; ;REE; ; ; ; ;Showing; ;;;;;;;;granite;;;;;;ESCAP (1989);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2762;7452;Walawe Ganga; ; ; ;district or area; ;Sri Lanka;Dakunu Palata;6.1415;81.0147;Estimated location along the Walawe Ganga stream.;alluvial placer; ; ;Au, REE, Th; ; ; ; ;Occurrence; ;titanite, davidite, monazite, fergusonite;zircon, rutile, thorite, thorianite, gold;;;;;;;;;;;;"Dissanayake and others (2000); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2763;7454;Agandzhan; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;37.7724;74.7285; ;other igneous deposit;pegmatite; ;Li, Ta, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2764;7455;Almabulak; ; ; ;district or area; ;Tajikistan;Khatlon;38.1167;69.4833; ;other igneous deposit;greisen; ;REE; ; ; ; ;Occurrence; ;;;;Triassic;;;;;;;;;;Alief (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2765;7456;Aqbasai; ; ; ;district or area; ;Tajikistan;Sughd;39.133869;68.215439;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2766;7457;Aqdjilga Eksu; ; ; ;district or area; ;Tajikistan;Gorno-Badakhshan;37.968689;74.779938;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2767;7458;Bashgumbez-Shegembet-Tamdy-Koluchko;Agandzhan; ; ;district or area; ;Tajikistan;Gorno-Badakhshan;37.6796;73.5606; ;alluvial placer;placer; ;REE, Ti(?), Zr(?); ; ; ; ;Occurrence; ;monazite(?);ilmenite, zircon;;;;;;;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2768;7461;Chokadambulak; ; ; ;site; ;Tajikistan;Sughd;40.493152;69.83689;"Insufficient data to verify location; in Chokadam complex.";other igneous deposit;skarn; ;Fe, Pb, Cu, Co, Bi, REE; ; ; ; ;Showing; ;;magnetite;;;;;;limestone, granodiorite;;;;;Deposit is at contact of limestone and granodiorite and is composed of multiple ore lenses.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2769;7462;Chorukh-Daron; ; ; ;site; ;Tajikistan;Sughd;40.506;69.6635; ;other igneous deposit;skarn; ;W, Mo, Fe, Pb, Zn, REE; ; ; ; ;Showing; ;;scheelite, fluorspar, molybdenite;garnet, epidote;Triassic;;;;granite;;;;;This mine produced tungsten beginning in 1945.;"Alief (2011); Rundqvist (2001); Rabchevsky (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2770;7463;Dara-i-Pioz;Dara-Pioz; ; ;intrusion or complex; ;Tajikistan;Region of Republican Subordination;39.417;70.733; ;carbonatite;carbonatite; ;Sr, Ba, REE; ; ; ; ;Occurrence; ;calcite;neptunite, sogdianite, tienshanite, searlesite, hyalotekite;nepheline, aegirine, quartz;;;;;carbonatite, syenite, granite, peralkaline syenite, granosyenite, peralkaline granite, garnet-nepheline syenite;;;;;"Alkali REE-rich minerals are reported; two generations of carbonatite are present; lower total REE than most carbonatites, but LREE dominated; massif is confined to core of a large syncline formed by terrigenous-shale sediments.";"Agakhanov and others (2003); Faiziev and Gafurov (2010); Faiziev and others (2010); Grew and others (1993); Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2771;7464;Djilgakul; ; ; ;district or area; ;Tajikistan;Gorno-Badakhshan;38.601063;73.683739;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2772;7465;Djilgakul; ; ; ;district or area; ;Tajikistan;Gorno-Badakhshan;38.346365;73.113635;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;diaspore;;;;;;dolomite, limestone;;;;;Bauxite is at contact of dolomite and limestone.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2773;7466;Dukenek-Tro-Samzhen; ; ; ;site; ;Tajikistan;Sughd;39.4983;70.1566; ;other igneous deposit;pegmatite; ;Sn, Be, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2774;7467;Gudzhigor; ; ; ;district or area; ;Tajikistan;Sughd;39.834263;70.642487;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2775;7468;Ikar; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;37.773;71.6848; ;unclassified; ; ;Au, W, REE(?); ; ; ; ;Occurrence; ;;;;Carboniferous;;;;intermediate intrusions;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2776;7469;Jarkutan; ; ; ;district or area; ;Tajikistan;Sughd;39.745655;68.811523;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2777;7470;Kalaktash; ; ; ;district or area; ;Tajikistan;Gorno-Badakhshan;38.248341;74.290624;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform, oolitic;Al, REE(?); ; ; ; ;Showing(?); ;;diaspore;;;;;;;;;;;Ore is an oolite horizon.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2778;7471;Karategin;Qarategin; ; ;site(?); ;Tajikistan;Region of Republican Subordination;39.100861;70.11615;"In Karategin Range; insufficient data to verify location.";other igneous deposit;volcanic-associated, structure controlled; ;U, P, Zr, Th, REE(?); ; ; ; ;Showing(?); ;;uraninite (pitchblende), fluorapatite;;;;Paleozoic;;metasediments;;;;;Seltmann and others (2012) characterize deposit type as Northern Kazakhstan uranium (U-P subtype).;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2779;7472;Kiogly; ; ; ;site(?); ;Tajikistan;Sughd;39.1383;67.8813;Insufficient data to verify location.;unclassified;breccia; ;U, Pb, As, REE; ; ; ; ;Occurrence; ;;carnotite, tyuyamunite;;;;;;limestone, slate;;;;;Mineralized breccia is a contact of limestone and overlying siliceous slate.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2780;7473;Kirk-Bulak; ; ; ;site; ;Tajikistan;Sughd;39.5248;69.8939; ;other igneous deposit;pegmatite; ;Be, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2781;7474;Kolkhozabad-Taglikkhasskoe; ; ; ;site(?); ;Tajikistan;Gorno-Badakhshan;37.5045;71.9395; ;other igneous deposit;pegmatite; ;Ta, Nb, REE; ; ; ; ;Showing; ;;;;;;;;granite;;Li-F granite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2782;7475;Kshtut; ; ; ;district or area; ;Tajikistan;Sughd;39.370777;68.052551;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2783;7476;Kyzyl-Kirchik; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;37.4442;73.1165; ;other igneous deposit;pegmatite; ;Be, Nb, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2784;7477;Majkhura; ; ; ;site; ;Tajikistan;Region of Republican Subordination;39.0527;68.5811; ;other igneous deposit;skarn; ;W, Sn, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2785;7478;Maylikatan;Mailikatan; ; ;site; ;Uzbekistan;Namangan;41.0979;70.5128;"Karamazar Region, Alatanga-Kattasay ore field; estimated location based on figure in Dahlkamp (2009).";other igneous deposit;volcanic-associated epithermal;vein, stockwork;U, Cu, Pb, Zn, REE(?); ; ; ; ;Showing(?); ;;uraninite (pitchblende);;;;;;granite porphyry dike;;;;;Ore hosted by Naugerzan dike at the south periphery of the Babaitag massif.;"Dahlkamp (2009); Seltmann and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2786;7479;Mushiston; ; ; ;site; ;Tajikistan;Sughd;39.4421;67.9628; ;other igneous deposit;skarn; ;Sn, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2787;7480;Namangutsk; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;36.7164;71.7874; ;other igneous deposit;pegmatite; ;Ta, Nb, Li, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2788;7481;Pegmatite Field 2; ; ; ;district or area; ;Tajikistan;Sughd;39.211;67.4686;Insufficient data to verify location.;other igneous deposit;pegmatite; ;Zr, Be, REE; ; ; ; ;Occurrence; ;monazite, xenotime;zircon, beryl, polylithionite-trilithionite, tourmaline, molybdenite, pyrite, galena;;;;;;granite;;;;;"Ore is in contact of granite to 1% Yb, Y; 0.1% La.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2789;7482;Pegmatite Field 3; ; ; ;district or area; ;Tajikistan;Sughd;39.233;67.4685;Insufficient data to verify location.;other igneous deposit;pegmatite; ;Zr, Be, REE;Up to 1% Y;0.1% La; ; ;Occurrence; ;monazite, xenotime;zircon, beryl, polylithionite-trilithionite, tourmaline, molybdenite, pyrite, galena;;;;Cisuralian;;quartz porphyry;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2790;7483;Pereval Lataband; ; ; ;district or area; ;Tajikistan;Sughd;39.567616;67.59877;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2791;7484;Psharp West; ; ; ;district or area; ;Tajikistan;Gorno-Badakhshan;38.32687;73.425888;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2792;7485;Pshikhodzhardzhiv; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;37.3377;71.5384; ;other igneous deposit;pegmatite; ;Be, Li, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2793;7487;Qarasu placer; ; ; ;site(?); ;Tajikistan;Sughd;39.040329;67.726753;Insufficient data to verify location.;placer of unknown origin;placer or paleoplacer; ;Zr, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2794;7488;Rama;Tamyngen, Karasu-Karavshin; ; ;site; ;Tajikistan;Sughd;39.4978;70.4728; ;other igneous deposit;pegmatite; ;Sn, Be, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite or intermediate intrusion;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2795;7489;Rukhshif-Sabakh; ; ; ;intrusion or complex; ;Tajikistan;Sughd;39.55;69.6667;Insufficient data to verify location.;alkaline igneous;peralkaline igneous-associated; ;Al, REE; ; ; ; ;Occurrence; ;;nepheline, apatite, zircon, titanite, molybdenite;;;;;;nepheline syenite;;;;;Two massifs of nepheline syenite- Rukhshif and Sabakh with three REE occurrences associated with alkaline pegmatite.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2796;7490;Sangi-Safed; ; ; ;site; ;Tajikistan;Sughd;39.361;67.976;Insufficient data to verify location.;other igneous deposit;pegmatite; ;REE, Zr, Be; ; ; ; ;Occurrence; ;monazite, xenotime;zircon, beryl, polylithionite-trilithionite, tourmaline, molybdenite, pyrite, galena;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2797;7491;Sungat; ; ; ;site(?); ;Tajikistan;Gorno-Badakhshan;38.5818;71.9424; ;other igneous deposit;granite-related hypothermal vein/stockwork; ;Mo, Be, Nb, REE; ; ; ; ;Deposit;small deposit;;;;;;;;intermediate intrusions;;;;;;Seltmann and others (2013);;;;Not known;;;;;;<0.05;;;;;;;;;;;;Seltmann and others (2009);Not compliant;;South and Central Asia +2798;7492;unnamed; ; ; ;intrusion or complex(?); ;Tajikistan;Region of Republican Subordination;39.3185;71.219; ;alkaline igneous; ; ;Ta, Nb, REE, Th(?); ; ; ; ;Showing; ;;;;;;;;albitite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2799;7493;unnamed; ; ; ;intrusion or complex(?); ;Tajikistan;Region of Republican Subordination;39.264;71.269; ;alkaline igneous;peralkaline-associated; ;Nb, Ta, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2800;7494;unnamed; ; ; ;site(?); ;Tajikistan;Gorno-Badakhshan;38.023;72.223; ;alkaline igneous;peralkaline-associated; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2801;7495;unnamed; ; ; ;site(?); ;Tajikistan;Gorno-Badakhshan;38.064;72.399; ;alkaline igneous;peralkaline-associated; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2802;7496;unnamed; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;37.789;74.997; ;other igneous deposit;granitic pegmatite-hosted; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2803;7497;unnamed; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;37.998;71.366; ;other igneous deposit;granitic pegmatite-hosted; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2804;7498;unnamed; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;38.35;74.465; ;other igneous deposit;granitic pegmatite-hosted; ;Ta, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2805;7499;unnamed; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;38.36;74.429; ;other igneous deposit;granitic pegmatite-hosted; ;Ta, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2806;7500;unnamed; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;38.511;73.714; ;other igneous deposit;granitic pegmatite-hosted; ;Ta, Nb, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2807;7501;unnamed; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;38.0507;71.3611; ;unclassified; ; ;Au, Mo, REE; ; ; ; ;Showing; ;;;;;;;;intermediate intrusions or albitite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2808;7502;unnamed; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;38.4184;72.5072; ;unclassified; ; ;Au, W, Mo, REE; ; ; ; ;Showing; ;;;;;;;;intermediate intrusions;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2809;7503;unnamed; ; ; ;site; ;Tajikistan;Sughd;39.26;68.289; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2810;7504;unnamed; ; ; ;site; ;Tajikistan;Sughd;39.344;67.902; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2811;7505;unnamed; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;38.507;73.963; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2812;7506;unnamed; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;38.558;73.909; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2813;7507;unnamed; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;38.454;73.838; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2814;7508;unnamed; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;38.314;74.692; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2815;7509;unnamed; ; ; ;site; ;Tajikistan;Gorno-Badakhshan;38.056;74.845; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2816;7510;unnamed; ; ; ;site; ;Tajikistan;Region of Republican Subordination;38.692;71.577; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2817;7511;Vaidara; ; ; ;site(?); ;Tajikistan;Region of Republican Subordination;38.915615;69.8862;Insufficient data to verify location.;other igneous deposit;volcanic-associated, structure controlled; ;U, P, Zr, Th, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;Seltmann and others (2012) characterize deposit type as Northern Kazakhstan uranium (U-P subtype).;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2818;7512;Peski Chil'-Mamedkul; ; ; ;district or area; ;Turkmenistan;Balkan;39.8718;55.6851; ;alluvial placer(?); ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2819;7513;Peski Meshed-Gejrdzhans; ; ; ;district or area; ;Turkmenistan;Balkan;38.2482;54.5196; ;shoreline placer;marine placer, continental sand; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2821;7515;Alatanga;Alatangha; ; ;site(?); ;Uzbekistan;Toshkent;41.2118;70.0855;"Karamazar Region, Alatanga-Kattasay ore field; insufficient data to verify location.";other igneous deposit;volcanic-associated epithermal, volcanic related;vein, stockwork;U, Mo, REE(?); ; ; ; ;Showing(?); ;;uraninite (pitchblende), molybdenite, sphalerite, galena, pyrite, hematite, uranophane;;;;Permian;;granosyenite, quartz syenite porphyry, andesite-dacite;Shurabsay Formation;;albitization, carbonation, hematitization, sericitization, silicification;;"Five gently-dipping ore zones; two contained 85% of reserves; uranium deposit is mined out.";"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2822;7516;Alendy; ; ; ;district or area;U mine;Uzbekistan;Navoiy;40.79;65.0352; ;uranium deposit;sandstone-hosted uranium, volcanic related; ;U, Se, REE, Sc, V, Th; ; ; ; ;Deposit; ;;;;;;;;"marine sand; continental sand";;;;Navoi Mining and Metallurgical Combine;"Large deposit; IAEA says volcanic deposit";"Dahlkamp (2009); Seltmann and others (2013)";;;;Not known;;;;;;>0.2;;;;;;;;;;;;Seltmann and others (2009);Not compliant;;South and Central Asia +2823;7517;Altyntau;Bukantau, Altyntausky;includes Khodzhyakhmet, Novoye; ;district or area;area, ore field;Uzbekistan;Navoiy;42.2492;63.592;"Kyzylkum basement area; in Bukantau Range; area of exploration about 30 km northeast of Uchkuduk.";"sedimentary(?); supergene(?)";black shale, residually enriched;stockwork;U, V, Mo, REE; ; ; ; ;Occurrence; ;;;;Upper Cretaceous: Campanian–Maastrichtian, Senonian;;Proterozoic;;slate, phyllite;;;;;Ore field is bordered is approximately bordered by N-S-trending Altym and Taikarshi fault zones.;"Dahlkamp (2009); International Atomic Energy Agency (2009); Seltmann and others (2013); Uzbekistan State Committee on Geology and Mineral Resources (2011)";;;;No production;;;;;;>0.2;;;;;;;;;;;;Seltmann and others (2009);Not compliant;;South and Central Asia +2824;7518;Altyntau;Altyntausky, Altintau; ; ;district or area;ore field;Uzbekistan;Navoiy;42.3172;63.5907;Uncertain location in Bukantau Range.;other igneous deposit;pegmatite; ;Be, Nb, Ta, Sn, REE; ; ; ; ;Occurrence; ;;beryl, cassiterite, columbite, spodumene;quartz, albite, microcline, muscovite;;;;;;;;albitization;;;"Mamarozikov and others (2013); Turamuratov (2011); Uzbekistan State Committee on Geology and Mineral Resources (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2825;7519;Angren; ; ; ;district or area; ;Uzbekistan;Toshkent;41.0401;70.1691; ;sedimentary; ; ;COAL, KAO, REE; ; ; ; ;Showing; ;;lignite, kaolinite;pyrophyllite, alunite;Jurassic;;Jurassic;;sandstone, siltstone, claystone, lignite, kaolinite ;;;supergene;;"REE occurs in kaolinite underlying lignite; hydrometallurgical processing of wastes from kaolinite processing could be extracted";"Dill and others (2008); Seltmann and others (2013); Yershov (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2826;7520;Aqtau;Aktau;includes Koshkar-Ata(?);Zarafshan or Auminza-Beltau uranium district;district or area;U deposit;Uzbekistan;Navoiy;41.8268;64.6199;"Kyzylkum Region, Zarafshan district; insufficient data to verify location.";uranium deposit;sandstone-hosted uranium; ;U, Se, REE; ; ; ; ;Deposit; ;;;;;;Eocene;;quartz sand, arenite, sandstone;Lyavlyak Horizon;;;;Medium-sized deposit.;"Dahlkamp (2009); Seltmann and others (2012); Seltmann and others (2013)";1967 (U);;;No production(?);;;;;;0.05 to 0.2;;;;;;;;;;;;Seltmann and others (2009);Not compliant;;South and Central Asia +2827;7521;Aqtosty;Aktosty; ; ;intrusion or complex; ;Uzbekistan;Buxoro;40.78;64.01;Insufficient data to verify location.;alkaline igneous;peralkaline igneous-associated; ;Ta, Nb, Li, REE, Cs; ; ; ; ;Showing; ;;;;;;;;;;;;;;"Seltmann and others (2013); Turamuratov (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2828;7523;Aulbek; ; ; ;district or area; ;Uzbekistan;Navoiy;40.9158;65.5326;Estimated location northeast of village of Terengkuduk.;sedimentary;sandstone uranium; ;U, Mo, Nb, REE; ; ; ; ;Showing; ;;;;Upper Eocene;;;;carbonaceous sand, clay, lignite;;;;;;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2829;7524;Aytym; ; ; ;site(?); ;Uzbekistan;Navoiy;42.3013;63.9271;Uncertain location.;other igneous deposit;pegmatite; ;Be, Nb, Sn, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Turamuratov (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2830;7525;Bakhaly; ; ; ;district or area;U deposit;Uzbekistan;Navoiy;42.721;63.3305; ;uranium deposit;sandstone-hosted uranium; ;U, Mo, Se, REE; ; ; ; ;Deposit; ;;;;;;;;carbonaceous sand, clay, lignite;;;;;Small uranium resource.;"Dahlkamp (2009); Seltmann and others (2013)";;;;Not known;;;;;;0.05 to 0.2;;;;;;;;;;;;Seltmann and others (2009);Not compliant;;South and Central Asia +2831;7526;Bankrak; ; ; ;site(?); ;Uzbekistan;Toshkent;42.0803;71.0039;Uncertain location.;other igneous deposit;pegmatite, albitite or greisen; ;F, Be, Li, Ta, Nb, U, REE(?); ; ; ; ;Showing(?); ;;;;;;;;intermediate intrusions;;;;;;Turamuratov (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2832;7527;Bartrak; ; ; ;site(?); ;Uzbekistan;Toshkent;42.2167;70.9813; ;other igneous deposit;greisen; ;Be, F, REE; ; ; ; ;Occurrence; ;;;;Lower Cretaceous: Albian–Turonian;;Cenozoic: Paleogene: Eocene;;granite or marl, clay;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2833;7528;Belyak; ; ; ;site; ;Uzbekistan;Toshkent;41.161583;69.796938;Insufficient data to verify location.;other igneous deposit;volcanic-associated epithermal;vein, stockwork;U, Mo, REE(?); ; ; ; ;Showing(?); ;;;;;;;;felsic rhyolite;;;;;U deposit is mined out.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2834;7529;Beshkak; ; ; ;district or area;active U mine;Uzbekistan;Navoiy;40.9269;65.0475;Kyzylkum Region, Zafarabad district.;uranium deposit;sandstone-hosted uranium; ;U, Mo, Se, REE(?); ; ; ; ;Showing(?); ;;uraninite (pitchblende);;;;Upper Cretaceous;;sandstone, siltstone;Lavlakan(?);;;;;"Dahlkamp (2009); Seltmann and others (2013)";1969;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2835;7530;Bola-i-Bokho; ; ; ;site(?); ;Uzbekistan;Navoiy;40.6023;66.4432; ;unclassified; ; ;Au, W, REE; ; ; ; ;Showing; ;;;;;;;;intermediate intrusions;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2836;7531;Bukinai North; ; ; ;district or area;active U mine(?);Uzbekistan;Buxoro;40.676;64.8991;"Kyzylkum Region, Zafarabad district; insufficient data to verify location.";uranium deposit;sandstone-hosted uranium; ;U, Se, Mo, REE(?); ; ; ; ;Showing(?); ;;uraninite (pitchblende);;;;Upper Cretaceous;;sandstone, siltstone;Karasazyg Horizon, others;;;;;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2837;7532;Bukinai South; ; ; ;district or area;active U mine;Uzbekistan;Buxoro;40.3737;65.1044;"Kyzylkum Region, Zafarabad district; insufficient data to verify location.";uranium deposit;sandstone-hosted uranium; ;U, Mo, Se, REE; ; ; ; ;Occurrence; ;;uraninite (pitchblende), jordisite, pyrite, native selenium;;;;Upper Cretaceous;;sandstone, siltstone;;;;;"Six ore-bearing horizons with 47 ore bodies; REE found in detrital heavy minerals within the sediments.";"Dahlkamp (2009); Seltmann and others (2013)";1961;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2838;7533;Charkasar; ; ; ;site; ;Uzbekistan;Namangan;40.8595;70.8334;Uncertain location.;other igneous deposit;pegmatite, albitite or greisen; ;F, Be, Li, Ta, Nb, U, REE(?); ; ; ; ;Showing(?); ;;;;;;;;skarn, marble;;;;;;"Seltmann and others (2013); Turamuratov (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2839;7535;Chauli; ; ; ;district or area;area;Uzbekistan;Toshkent;41.105832;69.850645;"Karamazar Region; insufficient data to verify location.";other igneous deposit;volcanic-associated epithermal;vein, stockwork;U, Pb, Mo, Sn, W, Ag, Cu, Zn, REE(?); ; ; ; ;Showing(?); ;;uraninite (pitchblende), galena, chalcopyrite, molybdenite, sphalerite, marcasite;;;;Permian;;felsic intrusions, domes, dikes;;;;;"Deposit occurs in the Karabash ore field on the north side of the Karabash caldera; fourteen ore-bearing zones; U deposit is mined out.";"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2840;7536;Dzhantuar;Djantuar, Jantuar; ; ;district or area; ;Uzbekistan;Navoiy;41.1702;63.8359;Kyzylkum basement area, Auminzatau Ore Field, located on exploration workings in Auminzatau range.;"other igneous deposit; supergene(?)";"granite-related; residually enriched(?)";stockwork, stratiform;U, V, Mo, Au, REE, Se, W, Co, Cs; ; ; ; ;Deposit; ;;U-vanadates, U-phosphates, uraninite (pitchblende), coffinite;;;;Proterozoic;;graphitic slate, phyllite;;Carboniferous granite;;;"Large deposit; mineralization is fault controlled.";"Seltmann and others (2012); Dahlkamp (2009)";;;;No production;;;;;;>0.2;;;;;;;;;;;;Seltmann and others (2012);Not compliant;;South and Central Asia +2841;7537;Dzhekindek;Jekindek; ; ;site; ;Uzbekistan;Toshkent;41.135794;70.169464;"Karamazar Region, Alatanga-Kattasay ore field; insufficient data to verify location.";other igneous deposit;volcanic-associated epithermal;vein, stockwork;U, Mo, REE(?); ; ; ; ;Showing(?); ;;uraninite (pitchblende);;;;Permian;;quartz porphyry;;;albitization, carbonation, hematitization, sericitization, silicification;;"Mineralization associated with ""feather"" fissures of the Jekindy fault; U deposit is mined out.";"Dahlkamp (2009); Seltmann and others (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2842;7538;Dzheroi-Sardara;Dzeroy-Sardaryinsky, Jeroi-Sardara, Jeroy-Sardara;includes Tashkura mine; ;district or area;geologic deposit, area;Uzbekistan;Navoiy;41.402;64.8955;In Kyzyl Kum area.;sedimentary;sedimentary phosphate; ;P, REE(?); ; ; ; ;Showing(?); ;;apatite, kurskite (carbonate fluorapatite);;Eocene OR Paleogene–Eocene;;Eocene;;marl, clay;;;;;"Two to four phosphate beds are present; active phosphate mine at Tashkura.";"Ilyin and Boiko (1989); Karimov (1998); Seltmann and others (2013); Uzbekistan State Committee on Geology and Mineral Resources (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2843;7539;Dzhitym;Jitym, Dzitym; ; ;district or area; ;Uzbekistan;Navoiy;41.281768;64.011255;"Kyzylkum Region, Auminzatau Ore Field; insufficient data to verify location.";supergene;residual enrichment of black shale type uranium; ;U, V, Zn, Ni, Mo, REE; ; ; ; ;Showing; ;;;;;;;;carbonaceous, siliceous, and phyllitic shale;Taskazgan Formation;;;;Ore associated with thrust and sub-stratal faults.;"Dahlkamp (2009); Seltmann and others (2013); Uzbekistan State Committee on Geology and Mineral Resources (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2844;7540;Gava; ; ; ;site; ;Uzbekistan;Samarqand;39.35;67.27;Insufficient data to verify location.;other igneous deposit;pegmatite; ;Ta, Nb, Li, Rb, REE; ; ; ; ;Showing; ;;;;;;;;;Siominskaya Formation;;;;Isolated pegmatitic bodies at the endo- and exo-contacts of Gissar batholith.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2845;7541;Guzhumsaj-Zarmitan; ; ; ;site(?); ;Uzbekistan;Samarqand;40.394;66.7769; ;other igneous deposit; ; ;Au, W, REE; ; ; ; ;Showing; ;;;;;;;;intermediate intrusions or granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2846;7542;Ingichke; ; ; ;site; ;Uzbekistan;Samarqand;39.7436;65.9597; ;other igneous deposit;skarn; ;W, Sn, REE; ; ; ; ;Occurrence; ;;scheelite, galena, marcasite, pyrrhotite, pyrite, sphalerite;;;;;;skarn, marble;;granodiorite;;;Scheelite was produced from 1963 until at least 1978.;"Rundkvist and others (2001); Rabchevsky (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2847;7543;Jakton-Chashtebe-Khodzhadyk; ; ; ;site; ;Uzbekistan;Samarqand;39.4345;67.2208; ;other igneous deposit;skarn; ;W, Au, REE; ; ; ; ;Showing; ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2848;7544;Kairak; ; ; ;district or area; ;Uzbekistan;Surxondaryo;38.328091;67.19622;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2849;7545;Karakiz;Karakis; ; ;site; ;Uzbekistan;Toshkent;41.8661;70.593;Uncertain location.;other igneous deposit;pegmatite, albitite or greisen; ;F, Be, Li, Ta, Nb, U, REE(?); ; ; ; ;Showing(?); ;;;;;;;;intermediate intrusions;;;;;;Turamuratov (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2850;7546;Karatyube;Karatjube, Kara-Tyube; ; ;site; ;Uzbekistan;Samarqand;39.4887;66.5662; ;other igneous deposit;skarn; ;W, REE; ; ; ; ;Showing; ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2851;7547;Karmine; ; ; ;site(?); ;Uzbekistan;Navoiy;39.7433;65.0335; ;alluvial placer(?); ; ;Au, Sn, REE; ; ; ; ;Showing; ;;;;;;;;intermediate intrusions OR sediments;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2852;7548;Kattasay;Kattasai; ; ;site;U deposit;Uzbekistan;Toshkent;41.188175;70.129204;"Karamazar Region, Alatanga-Kattasay ore field; insufficient data to verify location.";other igneous deposit;volcanic-associated epithermal;vein, stockwork;U, Mo, REE(?); ; ; ; ;Showing(?); ;;uraninite (pitchblende);;;;Permian;;quartz porphyry;;;albitization, carbonation, hematitization, sericitization, silicification;;;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2853;7549;Kelenchek; ; ; ;district or area; ;Uzbekistan;Namangan;41.2002;70.5108;Uncertain location.;other igneous deposit;pegmatite, albitite or greisen; ;Ti, Nb, Ta, REE; ; ; ; ;Showing; ;;;;;;Early Permian;278 ± 4 Ma (Rb-Sr);granite, leucogranite;;;albitization, greisenization;;;"Akhundjanov and Mamarozikov (2008); Turamuratov (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2854;7550;Kendyqtobe;Kendyktube; ; ;district or area(?);U deposit;Uzbekistan;Navoiy;42.1478;63.9159; ;uranium deposit;sandstone-hosted uranium; ;U, Se, REE, Sn;Y is present; ; ; ;Deposit; ;;;;;;;;sediments or skarn;;;;;Large deposit.;"Dahlkamp (2009); Seltmann and others (2013)";;;;Not known;;;;;;>0.2;;;;;;;;;;;;Seltmann and others (2009);Not compliant;;South and Central Asia +2855;7551;Kenimekh North;Kanimekh North, Konimex North; ; ;district or area;active U mine;Uzbekistan;Navoiy;40.3369;65.25804;Kyzylkum Region, Zafarabad district.;uranium deposit;sandstone-hosted uranium; ;U, Se, REE, Mo, Re, Sc; ; ; ; ;Deposit; ;;uraninite (pitchblende), apatite;;Upper Cretaceous: Turonian–Maastrichtian;;Upper Cretaceous: Turonian–Maastrichtian;;sandstone;;;;Navoi Mining and Metallurgical Combine;Large deposit.;"Dahlkamp (2009); Hébert and others (1996); Laverov and others (1991); Seltmann and others (2013)";;;;No production;;;;;;>0.2;;;;;;;;;;;;Seltmann and others (2012);Not compliant;;South and Central Asia +2856;7552;Kenimekh South;Kanimekh South, Konimex South; ; ;district or area;U deposit;Uzbekistan;Navoiy;40.305081;65.192803;Insufficient data to verify location.;uranium deposit;sandstone-hosted uranium; ;U, Se, V, Mo, REE(?); ; ; ; ;Showing(?); ;;uraninite (pitchblende), apatite;;;;;;sandstone;;;;;Six ore zones.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2857;7553;Ketmenchi; ; ; ;district or area;active U mine;Uzbekistan;Samarqand;39.8542;65.5999;Insufficient data to verify location.;uranium deposit;sandstone-hosted uranium; ;U, Mo, Se, REE(?); ; ; ; ;Showing(?); ;;uraninite (pitchblende);;;;Cretaceous;;sand, gravel;;;oxidation, carbonation, pyritization, bitumenization;;Thirty economic ore bodies have been explored.;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2858;7554;Koitash;Kojtash, Koitashskoe, Koytash; ; ;site; ;Uzbekistan;Jizzax;40.2343;67.3538; ;other igneous deposit;skarn, hydrothermal; ;W, Mo, Au, Bi, Cu, REE; ; ; ; ;Deposit; ;;;;;;;;granite OR arenaceous sand and clay sediments;;;;;;"Rundkvist and others (2001); Nokleberg and others (2005b); Seltmann and others (2009)";;;;No production;;;;;;0.05 to 0.2;;;;;;;;;;;;Seltmann and others (2009);Not compliant;;South and Central Asia +2859;7555;Kokchetau; ; ; ;district or area; ;Uzbekistan;Jizzax;40.212646;67.346431;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;limestone;;;;;"Ore as lenses and nodules; not commercial.";"Rundkvist and others (2001); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2860;7556;Kostcheka;Koscheka; ; ;district or area; ;Uzbekistan;Navoiy;41.222398;63.741857;"Kyzylkum Region, Auminzatau Ore Field; insufficient data to verify location.";supergene;residual enrichment(?); ;U, V, Mo, REE(?); ; ; ; ;Showing(?); ;;carnotite, tyuyamunite, autunite, uranyl vanadates, uranyl phosphates;;;;Mesoproterozoic–Neoproterozoic: Ectasian–Ediacaran;;slate, phyllite;Taskazgan Formation;;;;Four zones with ore-bearing lenses and beds.;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2861;7557;Lyanger;Ljangar; ; ;site; ;Uzbekistan;Navoiy;40.4163;65.9405; ;other igneous deposit;skarn; ;REE, W, Mo, Cu; ; ; ; ;Occurrence; ;;;;Upper Cretaceous: Turonian–Santonian;;;;skarn;;granite-granodiorite, leucogranite;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2862;7558;Lyavlyakan; ; ; ;site;active U mine;Uzbekistan;Navoiy;40.9885;65.3042;Kyzylkum Region, Zafarabad district.;uranium deposit;sandstone-hosted uranium; ;U, Se, Mo, REE(?); ; ; ; ;Showing(?); ;;;;;;Eocene;;sandstone;Lyavlyak Horizon;;;;Four ore lodes.;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2863;7559;Mailysai;Meilysai, Meylisai; ; ;district or area;U deposit;Uzbekistan;Navoiy;42.0751;63.2513; ;uranium deposit;sandstone-hosted uranium; ;U, REE; ; ; ; ;Deposit; ;;;;;;;;arenaceous sand and clay sediments;Aytymsky;;;Navoi Mining and Metallurgical Combine;Medium-sized deposit.;"Dahlkamp (2009); Seltmann and others (2013)";;;;Not known;;;;;;0.05 to 0.2;;;;;;;;;;;;Seltmann and others (2009);Not compliant;;South and Central Asia +2864;7560;Maizak North; ; ; ;district or area;U deposit;Uzbekistan;Navoiy;40.109682;65.164958;"Kyzylkum Region, Nurabad district; insufficient data to verify location.";uranium deposit;sandstone-hosted uranium; ;U, Se, REE(?); ; ; ; ;Showing(?); ;;;;;;Upper Cretaceous;;sandstone;;;;;Four sandstone horizons host U mineralization.;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2865;7562;Mazardjan; ; ; ;site; ;Uzbekistan;Toshkent;41.215792;70.052158;Insufficient data to verify location.;other igneous deposit;volcanic-associated epithermal;vein, stockwork;U, Mo, Cu, Zn, REE(?); ; ; ; ;Showing(?); ;;;;;;;;agglomerate;Oyasai Formation;;;;U deposit is mined out.;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2866;7563;Murgapskaja; ; ; ;district or area; ;Uzbekistan;Navoiy;40.0267;65.3741; ;alluvial placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2867;7565;Nagornoe; ; ; ;district or area(?);U deposit;Uzbekistan;Samarqand;39.700075;66.50961;"Kyzylkum Region, Nurabad district; insufficient data to verify location.";uranium deposit;sandstone-hosted uranium; ;U, Se, REE(?); ; ; ; ;Showing(?); ;;;;;;Upper Cretaceous;;sandstone, gravel;;;;;;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2868;7566;North Tosbulak; ; ; ;site(?); ;Uzbekistan;Navoiy;40.8934;63.6844;Uncertain location.;unclassified; ; ;Li, Ta, Nb, Cs, REE(?); ; ; ; ;Showing(?); ;;;;Upper Cretaceous;;;;;;;;;;Turamuratov (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2869;7567;Pegmatite Field 1; ; ; ;site;pegmatite field;Uzbekistan;Qashqadaryo;39.215;67.4133;Insufficient data to verify location.;other igneous deposit;pegmatite; ;REE, Zr, Be; ; ; ; ;Occurrence; ;monazite, xenotime;zircon, beryl, polylithionite-trilithionite, tourmaline, molybdenite, pyrite, galena;;;;;;diorite, granodiorite;;;;;"Mineralization is a diorite-granodiorite contact; three ore bodies.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2870;7568;Qarasu; ; ; ;site(?); ;Uzbekistan;Qashqadaryo;39.1992;67.4816;Location slightly modified from Seltmann and others to plot in Uzbekistan,it right on the boundary between Tajikistan and Uzbekistan.;other igneous deposit;pegmatite; ;REE, Sn; ; ; ; ;Occurrence; ;monazite, xenotime;zircon, beryl, polylithionite-trilithionite, tourmaline, molybdenite, pyrite, galena;;;;Permian;;andesite, dacite;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2871;7569;Rabindzhan; ; ; ;site; ;Uzbekistan;Samarqand;39.8483;66.092; ;other igneous deposit;skarn; ;W, Mo, Cu, REE; ; ; ; ;Showing; ;;;;;;;;granite;;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2872;7570;Rodnik Qaranga; ; ; ;district or area; ;Uzbekistan;Surxondaryo;37.908447;66.695869;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2873;7571;Rudnoye;Rudnoe; ; ;district or area; ;Uzbekistan;Navoiy;41.249142;63.672472;"Kyzylkum Region, Auminzatau Ore Field; insufficient data to verify location.";supergene;residual enrichment;stratiform, veinlets, disseminations;U, V, P, Mo, W, Au, As, Sr, Th, REE(?); ; ; ; ;Showing(?); ;;tyuyamunite, carnotite, autunite, torbernite, zeunerite, bassetite, molybdenite, chalcocite;;;;Proterozoic;;slate, quartzite;;;oxidation, kaolinitization, montmorillonitization;;Ores are controlled by interformational fracture zones that follow lithologic contacts.;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2874;7572;Sabyrsai; ; ; ;site;active U mine;Uzbekistan;Samarqand;39.6222;66.2396;"Kyzylkum Region, Nurabad district; insufficient data to verify location.";uranium deposit;sandstone-hosted uranium; ;U, Se, REE(?); ; ; ; ;Showing(?); ;;uraninite (pitchblende), coffinite, bitumen, native selenium;;;;Upper Cretaceous;;sandstone, siltstone, conglomerate;Sabyrsai Horizon;;;;;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2875;7573;Saidjar; ; ; ;district or area(?);active U mine;Uzbekistan;Surxondaryo;38.2808;67.2465;Insufficient data to verify location.;bauxite;bauxite, sedimentary;tabular, roll-shape;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2876;7574;Sarapan; ; ; ;site; ;Uzbekistan;Navoiy;42.4923;63.8556; ;other igneous deposit;pegmatite; ;Be, Nb, Sn, REE; ; ; ; ;Showing; ;;;;;;;;granite(?);;;;;;Turamuratov (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2877;7575;Sargardon; ; ; ;district or area; ;Uzbekistan;Toshkent;41.4661;70.345; ;other igneous deposit;greisen, exogreisen; ;Sn, Mo, Nb, Ta, Be, Li, F, W, REE(?); ; ; ; ;Showing(?); ;;fluorite, topaz, wolframite, magnetite, cassiterite;quartz;;;Permian;274–279 Ma;granite;;Upper Devonian and Lower Carboniferous limestone and dolomite;;;;"Kupriyanova and others (1996); Rundkvist and others (2001); Turamuratov (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2878;7577;Sautbaj & Sarytau; ; ; ;district or area; ;Uzbekistan;Navoiy;42.095;63.8578; ;other igneous deposit;skarn; ;W, REE; ; ; ; ;Showing; ;;;;;;;;granite(?);;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2879;7578;Selenbay; ; ; ;site; ;Uzbekistan;Navoiy;42.5421;63.6239;Uncertain location.;other igneous deposit;pegmatite; ;Be, Nb, Sn, REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;Turamuratov (2011);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2880;7579;Shark; ; ; ;district or area;historic U mine;Uzbekistan;Samarqand;39.49435;66.305503;"Kyzylkum Region, Nurabad district; insufficient data to verify location.";uranium deposit;sandstone-hosted uranium; ;U, Mo, Se, REE(?); ; ; ; ;Showing(?); ;;;;;;Upper Cretaceous;;sand, gravel;;;;;Three ore bodies in two horizons.;"Dahlkamp (2009); Seltmann and others (2013)";1978;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2881;7580;Shavaz;Shavazsay; ; ;site;historic U mine;Uzbekistan;Toshkent;41.120878;69.845702;Insufficient data to verify location.;other igneous deposit;volcanic-associated epithermal;vein, stockwork, dike;U, REE; ; ; ; ;Showing; ;;;;;;Permian;;;;;;;"Uranium ores are pinched at a 130-m depth; U deposit is mined out.";Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2882;7581;Sherdjan; ; ; ;district or area; ;Uzbekistan;Surxondaryo;37.699047;66.573997;Insufficient data to verify location.;bauxite;bauxite, sedimentary;stratiform;Al, REE(?); ; ; ; ;Showing(?); ;;;;;;;;;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2883;7582;Sughraly; ; ; ;district or area;U deposit;Uzbekistan;Navoiy;41.644179;64.144326;Insufficient data to verify location.;uranium deposit;sandstone-hosted uranium; ;U, Se, Mo, REE(?); ; ; ; ;Showing(?); ;;uranophane, uraninite (pitchblende), goethite, native selenium;;;;Upper Cretaceous: Maastrichtian;;;;;;;;Seltmann and others (2013);;;underground;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2884;7583;Tashkergan;Tashgurgan; ; ;site; ;Uzbekistan;Toshkent;42.0036;70.5824; ;other igneous deposit;skarn; ;Bi, Mo, REE(?); ; ; ; ;Showing(?); ;;;;;;;;granite(?);;;;;;Rundkvist and others (2001);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2885;7585;Terequduk; ; ; ;district or area;U deposit;Uzbekistan;Navoiy;40.857027;65.316158;"Kyzylkum Region, Zafarabad district; insufficient data to verify location.";uranium deposit;sandstone-hosted uranium; ;U, Mo, Se, REE(?); ; ; ; ;Showing(?); ;;;;;;Upper Cretaceous: Maastrichtian;;sand, sandstone;;;;;;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2886;7586;Tokhumbet;Tokumbet; ; ;district or area;U deposit;Uzbekistan;Buxoro;40.6079;65.0952; ;uranium deposit;sandstone-hosted uranium; ;U, Se, REE; ; ; ; ;Deposit;small deposit;;;;;;;;granite;;;;;;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;<0.05;;;;;;;;;;;;Seltmann and others (2009);Not compliant;;South and Central Asia +2887;7587;Tozbulak;Tozbulak; ; ;intrusion or complex;area, ore field;Uzbekistan;Buxoro;40.8;63.6;Insufficient data to verify location.;alkaline igneous;peralkaline igneous-associated; ;Ta, Nb, Li, REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;"Kogarko and others (1995); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2888;7588;Turtkuilyuk; ; ; ;district or area; ;Uzbekistan;Qashqadaryo;39.11;67.033;Insufficient data to verify location.;other igneous deposit;pegmatite; ;Ta, Nb, Li, Rb, REE, Be, Sn; ;0.08% CeO; ; ;Occurrence; ;;;;;;;;sediments OR pegmatite;Obizarang Formation;;;;Four large pegmatite veins with disseminated mineralization.;"Seltmann and others (2013); Uzbekistan State Committee on Geology and Mineral Resources (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2889;7589;Tutly; ; ; ;district or area;U deposit;Uzbekistan;Samarqand;39.6811;65.5751; ;uranium deposit;sandstone-hosted uranium; ;U, Se, REE, Au; ; ; ; ;Deposit; ;;;;;;;;leucogranite, alaskite;;;;;Medium-sized deposit.;"Dahlkamp (2009); Seltmann and others (2013)";;;;Not known;;;;;;0.05 to 0.2;;;;;;;;;;;;Seltmann and others (2009);Not compliant;;South and Central Asia +2890;7590;Uchkuduk;Uchquduk; ; ;district or area;historic U mine;Uzbekistan;Navoiy;42.1294;63.5974;Kyzylkum Region, Uchkuduk District.;"uranium deposit; tailings";sandstone-hosted uranium; ;U, REE(?); ; ; ; ;Showing(?); ;;uraninite (pitchblende), coffinite, uranophane, betauranophane, autunite, tyuyamunite;;;;Upper Cretaceous(?);;;;;;;;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2891;7591;Uigar Sai;Uighursai, Atbash, Yuigar Sai; ; ;district or area;historic U mine;Uzbekistan;Namangan;40.929845;71.020833;"Karamazar Region; insufficient data to verify location.";uranium deposit;sandstone-hosted uranium; ;U, REE(?); ; ; ; ;Showing(?); ;;carnotite;;;;Miocene;;sandstone, mudstone;Aqbura Formation;;;;"42 ore bodies (nests, lenses, and bands) are up to 100 m in length; U deposit is mined out.";"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2892;7592;Ulus; ; ; ;district or area;U deposit;Uzbekistan;Samarqand;39.444834;66.32459;"Kyzylkum Region, Auminzatau Ore Field; insufficient data to verify location.";uranium deposit;sandstone-hosted uranium; ;U, REE(?); ; ; ; ;Showing(?); ;;;;;;Upper Cretaceous;;;Ulus Horizon;;;;;"Dahlkamp (2009); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2893;7593;unnamed; ; ; ;site; ;Uzbekistan;Toshkent;42.035;70.645;On the border with Ongtüstik Qazaqstan, Kazakhstan. ;other igneous deposit;skarn; ;W, Mo, Be, REE, Cu; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2894;7594;unnamed; ; ; ;site(?); ;Uzbekistan;Toshkent;42.044;70.679; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2895;7595;unnamed; ; ; ;site(?); ;Uzbekistan;Toshkent;41.461;70.336; ;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Seltmann and others (2009);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2896;7596;Varadzhan;Varadjan; ;Zafarabad district;district or area;dormant U mine;Uzbekistan;Navoiy;40.756457;65.214421;"Kyzylkum Region, Zafarabad district; insufficient data to verify location.";uranium deposit;sandstone-hosted uranium (roll-front); ;U, Mo, Se, REE(?); ; ; ; ;Showing(?); ;;;;;;Maastrichtian;;sandstone;;;limonitization;;;"Dahlkamp (2009); Hébert and others (1996); Seltmann and others (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2897;7597;Vzletnoe; ; ; ;district or area;U deposit;Uzbekistan;Navoiy;42.055723;63.390825;"Kyzylkum Region; insufficient data to verify location.";uranium deposit;sandstone-hosted uranium; ;U, REE(?); ; ; ; ;Showing(?); ;;;;;;;;sandstone;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2898;7486;Qarasu;;;;site;;Tajikistan;Sughd;39.2;67.4814;Insufficient data to verify location.;other igneous deposit;pegmatite;;REE, Sn;;;;;Occurrence;;monazite, xenotime;zircon, beryl, polylithionite-trilithionite, tourmaline, molybdenite, pyrite, galena;;;;Permian;;andesite, dacite;;;;;;Seltmann and others (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2899;6601;Abydos;;;Pinga Creek;site;;Australia;Western Australia;-21.5;118.9167;Estimated location.;other igneous deposit;NYF pegmatite;;Sn, Nb, REE;;;;;Showing;;gadolinite, monazite;;;;;;;granite gneiss, migmatite;;;;;;Jaireth and others (2014);;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +2900;6008;Alpha;;;;district or area;HM mine;Australia;Queensland;-27.6124;153.4207;On North Stradbroke Island.;shoreline placer;high dune heavy-mineral sand deposit;;Ti, Zr, REE;;;;;Occurrence;;;ilmenite, zircon;quartz;;;;;;;;;;;"Hoatson and others (2011); Jaireth and others (2014); Wallis and Oakes (1990)";;;;Not known;Past or current production of heavy mineral sands.;;;;;;;;;;;;;;;;;;;;Oceania +2901;8364;Aries;;;Motzfeldt;site;;Greenland;Kommune Kujalleq;61.1984;-44.9397;;alkaline igneous;granitic rocks and pegmatites;;Nb, Ta, REE, Zr;;;;;Showing;;bastnäsite, eudialyte, hydropyrochlore, monazite;columbite-(Mg);;;;;;syenite;;;;Regency Mines;;"EURARE (2017); Regency Mines (2016)";;;;No production;;;;;340 inferred;0.884;;;;;;;;;;"120 ppm Ta2O5; 1850 ppm Nb2O5, 4600 ppm ZrO2";;Regency Mines (2016);JORC compliant;Mineralisation is open to south and east.;Europe +2902;8464;Aspgruvan;;;;site;;Sweden;Västmanlands län;60.0486;15.8316;;other igneous deposit;skarn and carbonate replacement. contact metamorphism;;Fe, REE;;;;;Showing;;allanite;magnetite;;;;;;;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2903;8442;Bacuch;;;;site(?);;Slovakia;Banskobystricky kraj;48.8618;19.8053;;other igneous deposit;hydrothermal vein, metasomatic replacement, polymetallic vein;;REE, Fe;;;;;Showing;;monazite-(Ce), monazite-(Nd), xenotime-(Y), hingganite-(Y);magnetite;;;;;;metamorphic rock;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2904;5030;Bayan Obo area;;Boluotou, East Jielegele, others;;intrusion or complex;;China;Nei Mongol;41.8095;110.0395;Location is for approximate area of Boluotou.;carbonatite;carbonatite;;Fe, REE, Nb, Th;;;;;Deposit;;;magnetite;barite, fluorite, riebeckite;;;Mesoproterozoic;;dolomitic marble;Bayan Obo Group;;;;;"Sun and others (2013b); Xie and others (2016)";;;;Not known;;;;;;10.47 total resource;3.14;;;;;;;;;;2009;Xie and others (2016);Not compliant;;China +2905;5032;Bayan Obo West orebody;;;;intrusion or complex;;China;Nei Mongol;41.8019;109.8839;;carbonatite;carbonatite;;REE, Nb, Th, Fe;;;;;Deposit;;;magnetite;biotite, fluorite, riebeckite;;;Mesoproterozoic;;dolomitic marble;Bayan Obo Group;;;;Composed of many relatively small orebodies.;"Sun and others (2013b); Xie and others (2016)";;;;Not known;;;;;;60.67 total resource;1.158–3.026;;;;;;;;;;2005;Xie and others (2016);Not compliant;;China +2906;8465;Bersummen;;;;site;;Sweden;Kalmar län;57.9518;16.3296;;other igneous deposit;polymetallic vein, hydrothermal vein, metasomatic replacement;;P, U, REE;;;;;Showing;;fluorapatite, monazite-(Ce), xenotime-(Y);apatite, magnetite;;;;;;;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2907;1380;Big Creek;;includes Platt pegmatite;;district or area;;United States;Wyoming;41.15;-106.5;In Carbon County. ;other igneous deposit;pegmatite;;REE, Cu;;;;;Deposit;small deposit;euxenite-(Y), monazite, allanite, columbite(?);columbite, chalcopyrite, bornite, chalcocite;feldspar, quartz, tourmaline, biotite, muscovite, fluorite;;;;;;;;;;;"Hausel (1968); Houston (1961); King (1991)";;;;Past producer;;1956–1958;Houston (1961);Produced 5 t euxenite.;;;;;;;;;;;;;;;;;North America +2908;8376;Bjursjön 1;;;;site;;Sweden;Västmanlands län;59.8424;15.6074;;other igneous deposit;skarn;;Pb, REE, Zn;;;;;Showing;;;sphalerite;;;;;;skarn;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2909;1382;Boise Basin;;;;district or area;;United States;Idaho;43.9068;-115.8909;Estimated location near the central part of the basin.;alluvial placer;;;Au, REE;;;;;Occurrence;;monazite;;;;;Quaternary(?);;alluvial gravel;;;;;Monazite is a significant constituent of the gravels in this area.;"Jones (1917); Kiilsgaard and others (1997); Long and others (2010)";;;;Past producer;Past small production.;1946–1949;;40 tons of monazite were recovered and sold from balck sand concentrate.;;;;;;;;;;;;;;;;;North America +2910;1385;Boulougne;;;;district or area;;United States;Florida;30.7341;-81.9843;;shoreline placer;;;Ti, Zr, REE;;;;;Deposit;;;ilmenite, leucoxene, rutile, zircon;;;;;;;;;;Humphrey's Mining Co. (1979);Deposit was composed of beach ridge sand.;"Garnar (1981); Neary and Highley (1984); Pirkle and others (1974); U.S. Geological Survey (2013)";;;;Past producer;;;;;;;;;;;;;;;;;;;;Deposit is exhausted.;North America +2911;1386;Broad River;;First Broad River, Second Broad River;;district or area;;United States;North Carolina;35.5397;-81.8058;Estimated location.;alluvial placer;;;REE, Au;;;;;Occurrence;;;;;;;;;sand and gravel;;;;;;"Nitze (1896); Long and others (2010); Overstreet (1967); U.S. Geological Survey (2013)";;;;No production(?);Past gold producer.;;;;;;;;;;;;;;;;;;;;North America +2912;8466;Brotorp 1;;;;site;;Sweden;Kalmar län;57.9467;16.3746;;other igneous deposit;skarn and carbonate replacement. contact metamorphism;;Fe, REE, U;;;;;Showing;;allanite;;;;;;;skarn;;granite;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2913;8467;Brotorp 2;;;;site;;Sweden;Kalmar län;57.9472;16.3672;;other igneous deposit;skarn and carbonate replacement. contact metamorphism;;Fe, REE, U;;;;;Showing;;allanite;;;;;;;skarn;;granite;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2914;1042;Buckton;Buckton Zone; ; ;site; ;Canada;Alberta;57.7617;-111.8571; ;metalliferous black shale;polymetallic black shale; ;Mo, Ni, U, V, Zn, Cu, Co, Li, REE, Sc, Th; ; ; ; ;Deposit; ;clay;;;;;Middle Cretaceous;;black shale, shale;Second White Speckled Shale Formation, Labiche Formation(?);;;DNI Metals Inc.;Mineralization is associated with organic-rich layers.;"Clarke (2012); Eccles and others (2012); Eccles and others (2013)";;;;No production;;;;;"272 indicated; 4440 inferred";;;"252.2 ppm TREO total indicated; 256 ppm TREO total inferred";;;;;;;;;2013;Eccles and others (2013);Not compliant;REE resource evaluated as byproduct to polymetallic mining;North America +2915;1550;Buckton South;;;;site;;Canada;Alberta;57.6402;-111.8794;;metalliferous black shale; ;;Mo, Ni, V, Zn, Cu, Co, U, REE, Li, Sc, Th;;;;;Deposit;;clay;;;;;Middle Cretaceous;;black shale, shale;Second White Speckled Shale Formation, Labiche Formation(?);;;DNI Metals Inc.;Mineralization is associated with organic-rich layers.;"Eccles and others (2013b); Weng and others (2015)";;;;No production;;;;;497 inferred;;;250.1 ppm TREO total, 75.5 ppm TREO recoverable;;;;;;;;;2013;Eccles and others (2013b);Not compliant;;North America +2916;1389;Burgdorf Warren area;;Warren Meadows, Secesh Meadows, Ruby Meadows;;district or area;;United States;Idaho;45.2805;-115.7024;Location is for the Warren Meadows area.;alluvial placer;;;Au, Ag, GAR, REE, Zr, U, Th;;;;;Occurrence;;monazite;garnet, gold, zircon, magnetite;limonite;;;;;sand and gravel;;;;;;"Long and others (2010); Staatz and others (1980); U.S. Geological Survey (2013)";;;;No production(?);;;;;;;;;;;;;;0.0435 total reserve;;;;Staatz and others (1980);;;North America +2917;8461;Central Wales;;;;district or area;;United Kingdom;Wales;51.9447;-4.5012;;"sedimentary; placer of unknown origin(?)";shale-hosted;;REE;;;;;Occurrence;;monazite;;;;;;;shale;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2918;6087;Charley Creek; ;Cattle Creek and Cockroach Alluvial deposits; ;district or area;project;Australia;Northern Territory;-23.4167;132.75; ;alluvial placer;"placer-alluvial; other(?)"; ;REE, U, Zr; ; ; ; ;Deposit; ;monazite, xenotime;zircon, ilmenite;;;;Quaternary;;alluvial sand;;;;Pancontinental Uranium Corp., Crossland Uranium Mines Ltd.;;"Crossland Uranium Mines Ltd. (2012); Hancock and others (2013); Hoatson and others (2011); Northern Territory Government (2014)";;;;No production;;;;;805 inferred+indicated;0.235 inferred+indicated;0.03;;;;;;;;;;2013;Hancock and others (2013);JORC compliant;;Oceania +2919;8420;Châteaubriand;Châteaubriant;;;site;;France;Pays de la Loire;47.704;-1.348;;metalliferous black shale;metasedimentary, black shale-hosted, shale-hosted;;REE;;;;;Showing;;;;;Ordovician;;Ordovician;;black shale;Traveusot Formation;;;;"Host contains 50 to 200 g/t monazite nodules; not economic.";"EURARE (2014i); Sadeghi and others (2014); EURARE (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2920;8421;Châteauneuf-du-Faou;;;;site;;France;Bretagne;48.185;-3.811;;metalliferous black shale;metasedimentary, black shale-hosted, shale-hosted;;REE;;;;;Showing;;;;;Mississippian: Tournaisian–Visean;;Mississippian: Tournaisian–Visean;;black shale;;;;;"Host contains 50 to 200 g/t monazite nodules; not economic.";"EURARE (2014i); Sadeghi and others (2014); EURARE (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2922;7039;Chirugora;Beldih Chirugora;;Singhbhum;site;;India;West Bengal;22.99;86.611;Estimated location.;iron oxide-apatite;Kiruna, hydrothermal;;P, REE;;;;;Showing;;monazite-(Ce), monazite-(La), rhabdophane;apatite, magnetite, ilmenite, sphalerite, arsenopyrite, chalcopyrite, columbite, gersdorffite, uraninite, zircon, pyrrhotite, pentlandite, pyrite, baddeleyite, cobaltite;quartz;;;;;;;;;;In Beldih–Kutni shear zone.;Vapnik and others (2007);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2923;7054;Chirugora Mednitanr;;;;site(?);;India;West Bengal;23.044;86.366;Estimated location.;unclassified;;;P, REE(?);;;;;Showing;;;apatite, magnetite;quartz;;;;;;;;;;;Vapnik and others (2007);;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2924;4149;Congolone; ; ;Angoche;district or area; ;Mozambique;Nampula;-16.0954;40.064;Estimated location.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;;;;;;;;dune sand;;;;;;"Cílek (1989); Kenmare Resources plc (2013); Taylor and others (2005)";;;;Not known;;;;;;;;;;;;;;;;;;;;;Africa +2925;8077;Corlay;;;;site;;France;Bretagne;48.315;-3.069;;metalliferous black shale;metasedimentary, black shale-hosted, shale-hosted;;REE;;;;;Showing;;;;;Mississippian: Tournaisian–Visean;;Mississippian: Tournaisian–Visean;;black shale;;;;;"Host contains 50 to 200 g/t monazite nodules; not economic.";"EURARE (2014i); EURARE (2017); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2926;8079;Craon;;;;site;;France;Pays de la Loire;47.856;-0.957;;metalliferous black shale;metasedimentary, black shale-hosted, shale-hosted;;REE;;;;;Showing;;;;;;;Neoproterozoic;;;;;;;Monazite nodules occur in Neoproterozoic basement rocks adjacent to Ordovician monazite-nodule-bearing black shale.;"EURARE (2014i); EURARE (2017); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2927;6108;Crown; ; ;Crown and Coors, Mount Weld;site; ;Australia;Western Australia;-28.8505;122.5515;Location is at east edge of Crown orebody nearest to Coors orebody.;carbonatite with residual enrichment;carbonatite-associated, residual-laterite; ;Nb, P, REE, Ta, Zr, Ti;Y; ; ; ;Deposit; ;;;;;;Paleoproterozoic;;weathered calcite and dolomite carbonatite;;glimmerite, Archean mafic and felsic volcanic, ultramafic, and sedimentary rock;;Force Resources (2011);Two polymetallic orebodies in the northern part of the Mt. Weld complex.;"Chakhmouradian and others (2015); Hoatson and others (2011); Jaireth and others (2014); Lynas Corporation Ltd. (2011)";;;;No production;;;;;37.7 indicated+inferred;;1.25;;;;;;;;;1.07% Nb2O5, 0.024% Ta2O5, 7.99% P2O5;2010;Hoatson and others (2011);JORC compliant;;Oceania +2928;1406;Deep Sands;;;;site(?);;United States;Utah;39.8837;-113.8002;Estimated location near Callao, Utah.;alluvial placer;;;Fe, REE;;;;Highest grade drill interval was 1,325 ppm TREE over 1.5 m;Showing;;monazite, bastnäsite, xenotime;magnetite;;;;;;;;;;Great Western Minerals Group Ltd. ;;"Alper and Conte (2008); Great Western Minerals Group Ltd. (2011)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;North America +2929;7057;Deo River;;;;district or area;;India;Jharkhand;22.6189;84.8833;;alluvial placer;;;REE, Th, Ti, Zr;;;;;Deposit(?);;;columbite, tantalite, ilmenite, zircon, rutile, garnet, fluorapatite, hematite, magnetite;;;;;;;;;;;Historic producer of xenotime.;"Singh and Shiv Kumar (2009); Subrahmanyam and others (2004)";;;;Past producer(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +2930;1408;Dismal Swamp;;;;district or area;;United States;Idaho;43.7293;-115.3701;;alluvial placer;;;Nb, Ti, Ta, U, GAR, REE, Zr;;;;;Occurrence;;monazite;anatase, cassiterite, columbite, ilmenite, magnetite, rutile, zircon, garnet;feldspar, quartz, topaz;;;;;;;;;;;"Armstrong (1957); Long and others (2010); Savage (1961); Staatz and others (1980)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;North America +2931;8221;Ditrău; ; ; ;intrusion or complex; ;Romania;Harghita;46.8633;25.5261;;alkaline igneous;polymetallic vein, metasomatic replacement, hydrothermal; ;REE, Mo, Nb, Ta, Ti, Zr; ; ; ; ;Occurrence; ;allanite-(Ce), monazite-(Ce), cerite-(Ce), bastnäsite-(Ce), synchysite-(Ce), chevkinite-(Ce), törnebohmite-(Ce), stillwellite-(Ce), tritomite-(Ce), britholite-(Ce);apatite, titanite, magnetite, zircon, thorite, thorogummite, Th-bearing zircon, fluorite;;;;Mesozoic;;camptonite, alkaline lamprophyre;;;;;;"Batki and Pál-Molnár (2010); Hirtopanu and others (2013); Sadeghi and others (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +2932;1409;Dixie-Florence area;;;;district or area;;United States;Idaho;45.5447;-115.4578;Estimated location south of Dixie, Idaho.;alluvial placer;Alluvial and small residual placers.;;Au, REE;;;;;Occurrence;;monazite, euxenite-(Y);gold, ilmenite, garnet, rutile;quartz;;;;;alluvium;;;;;;"Capps (1939); Long and others (2010); Staatz and others (1980)";;;;No production;Small past gold production.;;;;;;;;;;;;;;;;;;;;North America +2933;8379;Djupedal;;;;site;;Sweden;Kalmar län;57.9637;16.3256;;other igneous deposit;skarn and carbonate replacement. contact metamorphism;;Fe, REE, Mo, U;;;;;Showing;;allanite-(Ce), monazite-(Ce), xenotime-(Y), fluorapatite;apatite, magnetite;;;;;;skarn;;granite;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2934;4316;Dorowa;;;;site(?);;Zimbabwe;Manicaland;-19.06666667;31.75;;carbonatite with residual enrichment;;;P, Fe, REE;;;;;Showing;;;apatite, magnetite;;;;Triassic(?);;carbonatite, foyaite, ijolite, pulaskite;;;;;;"Jaireth and others (2014); van Straaten (2002); Woolley and Kjarsgaard (2008)";;;;No production;Active mining of apatite with magnetite byproduct.;;;;;;;;;;;;;;;;;;;;Africa +2935;6136;Dunwich;Myora;;North Stradbroke Island;district or area;;Australia;Queensland;-27.476;153.4427;;shoreline placer;;;Ti, Zr, SS, REE;;;;;Deposit;;monazite;rutile, ilmenite, zircon;quartz;;;;;dune sand;;;;;;"Hedrick and Templeton (1991); U.S. Geological Survey (2013); von Gnielinski (2015)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;Oceania +2936;1415;Enoch Valley Mine;Rasmussen Ridge;;;site;;United States;Idaho;42.8868;-111.4155;;phosphorite;;;P, REE, U, V;;;;;Showing;;;apatite, collophane;calcite, dolomite, feldspar, limonite, muscovite, quartz, sericite;;;Permian;;phosphorite, shale;Phosphoria Formation—Mead Peak Member;;;;;"Mariano and Mariano (2012b); Piper (1999); U.S. Geological Survey (2013)";;;;No production;Phosphate producer.;;;;;;;;;;;;;;;;;;;;North America +2938;8259;Finnbo; ; ; ;site(?); ;Sweden;Dalarnas län;60.6196;15.6904; ;other igneous deposit;pegmatite, felsic-intermediate igneous rock related; ;Be, FLD, SIL, REE; ; ; ; ;Occurrence; ;allanite, bastnäsite, gadolinite, yttrotantalite-(Y);beryl, bertrandite, tantalite, cassiterite, topaz, zircon;quartz, feldspar, muscovite, biotite, fluorite, tourmaline;Paleoproterozoic;;Paleoproterozoic;;pegmatite;;;;;;"Brotzen (1959); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2939;8380;Flakaberget;;;;site;;Sweden;Norrbottens län;66.5563;19.5903;;other igneous deposit;pegmatite, felsic-intermediate igneous rock related;;FLD, SIL, REE;;;;;Showing;;xenotime-(Y), polycrase-(Y), fergusonite-(Y), allanite;;;;;;;;;;;;;"EURARE (2017); Finland Geological Survey (2014); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2940;1417;Folkston;;;;district or area;;United States;Georgia;30.8669;-81.4331;;shoreline placer;;;Ti, Zr, REE;;;;;Deposit;;;ilmenite, rutile, zircon;;;;;;;;;;Humphrey's Mining Co. (1979);;"Garnar (1972); Gillson (1959); Roskill Information Services (1988); U.S. Geological Survey (2013)";;;;Past producer;;;;;;;;;;;;;;;;;;;;Deposit is exhausted.;North America +2941;1096;Foxtrot; ; ;Port Hope Simpson district;site; ;Canada;Newfoundland and Labrador;52.3988;-55.814; ;other igneous deposit;felsic volcanic; ;REE; ; ; ; ;Occurrence; ;allanite, zircon, chevkinite, fergusonite, bastnäsite, synchysite, monazite, xenotime;columbite, apatite, zircon, hematite, ilmenite, magnetite;plagioclase, K-feldspar, biotite, quartz, muscovite, clay, calcite, fluorite;;;;;volcanic rock;;;;Search Minerals Inc. (2012);;"Clarke (2012); Search Minerals Inc. (2012); Srivastava and others (2013)";;;;No production;;;;;14.4 indicated+inferred;;1.02;;130 ppm Dy;;;;;;;;;Srivastava and others (2013);NI 43-101 compliant;;North America +2942;8446;Fuerteventura;;;;site(?);;Spain;Canarias;28.62;-13.99;;carbonatite;;;REE;;;;;Occurrence;;britholite, allanite, pyrochlore, monazite;;;;;;;;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2943;8140;Gardiner; ; ; ;intrusion or complex; ;Greenland;Kommuneqarfik Sermersooq;68.6167;-33.2167; ;alkaline igneous;alkalic igneous, carbonatite associated; ;REE; ; ; ; ;Occurrence; ;perovskite, apatite, loparite-(Ce), titanite;apatite, magnetite, perovskite, titanite;nepheline, feldspar, aegirine, sodalite, calcite;Paleogene;;Paleogene;50.3 ± 1.4 Ma (Fission track, titanite and apatite);syenite, nepheline syenite(?), peridotite, dunite, ijolite, melilitolite, volcanics;;;;;Age is weighted mean.;"Campbell and others (1997); EURARE (2014c); EURARE (2017); Sadeghi and others (2014); Thrane and others (2014); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2944;8224;Glogova-Clesnesti;Glogova-Sisesti; ; ;district or area; ;Romania;Gorj;44.9281;22.9067; ;shoreline placer;; ;Ti, Zr, GAR, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, rutile, garnet, zircon;quartz, mica, feldspar, garnet;Pliocene–Quaternary;;Pliocene–Quaternary;;sediment, sand;;;;;3 ancient beach formations on River Motru.;"EURARE(2017); Nokleberg and others (2005b); ProMine (2013); Towner and others (1988)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2945;8381;Godkärra;;;;site;;Sweden;Västmanlands län;59.8646;15.6574;;other igneous deposit(?);pegmatite;;FLD, SIL, REE;;;;;Showing;;monazite, polycrase-(Y);albite, quartz;biotite, andalusite, muscovite;;;;;schist;;;;;;"Andersson (2004); EURARE (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2946;8382;Gräddmanshällan Västra;;;;site;;Sweden;Norrbottens län;65.6831;23.1913;;alkaline igneous;kimberlite and lamproite;;MBL, REE;;;;;Showing;;;;;;;;;dolomite;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;Past producer of feldspar and quartz.;;;;;;;;;;;;;;;;;;;;Europe +2947;6602;Granny Smith;;;;site(?);;Australia;Western Australia;-28.812;122.423;;carbonatite;veins;;Au, REE;;;;;Showing;;;;;;;Paleoproterozoic;;monzodiorite-syenite stock;;;;;Carbonatite veins.;"Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014)";;;;No production;Au producer.;;;;;;;;;;;;;;;;;;;;Oceania +2948;8383;Gränsö;;;;site;;Sweden;Kalmar län;57.7399;16.7031;;unclassified;;;Fe, REE;;;;;Showing;;monazite-(Ce), xenotime-(Y);magnetite;;;;;;gneiss;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2949;8428;Grebnik;;;;site;bauxite mine;Serbia;Kosovo-Metohija;42.5527;20.5997;;bauxite;karst bauxite—Mediterranean type;;Al, REE;;;;;Occurrence;;bastnäsite, synchysite-(Nd);;;;;;;limestone;;;;;Up to 1450 ppm REE reported.;"Deady and others (2014); EURARE (2014a); EURARE (2017); GEUS and D'Appolonia (2017); Maksimovic and Pantó (1985)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +2950;8384;Gruvhagen 1;;;;site;;Sweden;Dalarnas län;60.092;16.3853;;other igneous deposit;skarn, carbonate replacement, contact metamorphism;;Fe, REE;;;;;Showing;;allanite;hematite, magnetite;;;;;;;;;;;;"EURARE(2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2951;8385;Gruvhagen 2;;;;site;;Sweden;Dalarnas län;60.0916;16.385;;other igneous deposit;skarn, carbonate replacement, contact metamorphism;;Fe, REE;;;;;Showing;;allanite;hematite, magnetite;;;;;;;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2952;8386;Haggruvan;;;;site;;Sweden;Dalarnas län;60.0939;16.3898;;other igneous deposit;mafic to ultramafic intrusion;;Fe, REE;;;;;Showing;;allanite-(Ce);magnetite;talc, amphibole;;;Paleoproterozoic;;gabbro;;;;;;"EURARE (2017); Jonsson and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2953;8387;Haggruvan 1;;;;site;;Sweden;Dalarnas län;60.0933;16.3903;;sedimentary;banded iron formation;;Fe, REE;;;;;Showing;;;hematite, magnetite;;;;;;sedimentary rock;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2954;6208;Haig;;;Hastings project;district or area;;Australia;Western Australia;-18.3721;127.7704;4.5 km south-southeast of main Yangibana resource.;carbonatite with residual enrichment(?);;;REE, Nb, F;;;;;Showing;;;fluorite;;;;;;;;;;;Thirteen chip samples from Haig all exceeded 1,000 ppm TREO and 11 of those exceeded 2000 ppm TREO.;"Hastings Rare Metals Ltd. (2014a); Western Australia Department of Mineral and Petroleum Resources (2012)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +2955;1433;Harding;;;;site;;United States;New Mexico;36.1928;-105.797;;other igneous deposit;pegmatites;pegmatite;REE;;;;;Occurrence(?);;monazite, allanite, xenotime;lepidolite, spodumene, microlite, beryl, calcite, ;quartz, microcline, albite, muscovite, garnet;Neoproterozoic;;;;schist, amphibolite;Vadito Formation;;;;;"Jahns and Ewing (1976); Mariano and Mariano (2012b); U.S. Geological Survey (2013)";;;;No production;Past production of lepidolite and microlite.;;;;;;;;;;;;;;;;;;;;North America +2956;8388;Hartung;;;;site;;Sweden;Västernorrlands län;62.4631;17.426;;carbonatite;;;Ba, REE;;;;;Showing;;;barite;;;;;;carbonatite;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2957;1434;Hay Mountain;;;;site(?);;United States;Arizona;31.6303;-109.9873;Estimated location along Clear Creek.;unclassified;;;Nb, Ta, Li, Be, REE;;;;Y, La, Ce are strongly anomalous at depth based on vegetaion sampling;Showing;;;;;;;;;;;;;Liberty Star Uranium & Metals Corp.;;"Liberty Star Uranium & Metals Corp. (2012); Liberty Star Uranium & Metals Corp. (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +2958;6220;Herring;;;;district or area(?);;Australia;Queensland;-27.5462;153.4745;Estimated location.;shoreline placer;high dune heavy-mineral sand deposit;;REE;;;;;Occurrence;;;;quartz;;;;;;;;;;;"Jaireth and others (2014); Wallis and Oakes (1990)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +2959;8266;Högfors;Högsfors; ; ;district or area; ;Sweden;Västmanlands län;59.8698;15.6216;Uncertain location.;other igneous deposit;Fe oxide deposit with REE skarn; ;Fe, REE; ; ; ; ;Occurrence(?); ;ferriallanite-(Ce), cerite-(Ce), bastnäsite, gadolinite-(Ce), monazite-(Ce), synchysite-(Ce);magnetite;amphibole;;;;;skarn, banded iron formation;;;;;;"Holtstam (2004); Jonsson and others (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +2962;8361;Jokikangas;;;;site(?);;Finland;Kainuu lääni;64.1293;26.9841;;unclassified;;;Nb, REE;;;;;Showing;;fergusonite-(Y), allanite, columbite;;;;;;;;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2963;4042;Kabengelwa;;;;district or area;;Democratic Republic of the Congo;Nord-Kivu;-1.3378;27.7282;Estimated location, could be significantly mislocated.;"alluvial placer; other igneous deposit";;pegmatite;Sn, W, REE, Ta, Nb;;;;;Deposit;small deposit;allanite, monazite, aeschynite, euxenite;cassiterite;;;;Quaternary;;alluvium ;;;;Societe Miniere et Inustrielle de Kivu;Monazite is rich in Eu.;"Economic Commission for Africa (1981); Gupta and Krishnamurthy (2005); O'Driscoll (1988); Roskill Information Services (1988); Secretariat of the African, Caribbean and Pacific Group of States (2016)";;;;Past producer;;;;;;;2) 0.0006;;;;;;;1) 0.0021: 2) 0.002 estimated;;~2.8 kg/m3 HM;;"1) O'Driscoll (1988); 2) Gupta and Krishnamurthy (2005)";Not compliant;1) 2.8 kg/m3 mon;Africa +2964;8391;Kåivåive S;;;;site;;Sweden;Norrbottens län;65.98;18.2794;;other igneous deposit;granitic rocks/pegmatites;;Mo, REE;;;;;Showing;;;molybdenite, beryl;;;;;;;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2965;5182;Kaiyang;;;;district or area(?);;China ;Guizhou;27.0762;106.9345;Estimated location.;phosphorite;;;P, REE;;;;;Deposit;;;fluorapatite;calcite, dolomite, ankerite, quartz, clay, sphalerite, pyrite;;;;;;;;;;Deposit is composed of 3 layers of ore.;Zhang and others (2014);;;;No production;;;;;1248;1.446;~0.089;;;;;;;;;21.4% P2O5;;Zhang and others (2014);Not compliant;;China +2966;8365;Kangerdlugssuaq;;;;intrusion or complex;;Greenland;Kommuneqarfik Sermersooq;68.2667;-32.7167;;alkaline igneous;alkali igneous rocks and pegmatites;;Nb, REE, Zr;;;;;Showing;;allanite-(Ce), astrophyllite, catapleiite, chevkinite-(Ce), eudialyte, lavenite, perovskite, titanite, zircon;astrophyllite, catapleiite, zircon;;;;;;syenite;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2967;8392;Kårarvet 2;;;;site;;Sweden;Dalarnas län;60.6078;15.5725;;other igneous deposit;granitic rocks/pegmatites;;FLD, MICA, SIL, REE;;;;;Showing;;allanite, monazite;quartz;;;;;;;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2968;9060;Katugin;Katuginskoe, Katuginskoye, Kutuginsk; ; ;intrusion or complex;Ta deposit;Russian Federation;Zabaykal'skiy kray;56.2963;119.3053;Estimated location.;alkaline igneous;alkali granite;disseminated;Ta, Nb, Zr, REE, U, Sr, V; ; ; ; ;Deposit; ;gagarinite, yttrofluorite, fergusonite-(Y), samarskite-(Y), euxenite-(Y), cerianite-(Ce), bastnäsite-(Ce), parisite-(Ce), synchysite-(Ce), monazite-(Ce), xenotime-(Y), cheralite- (Ce);columbite, pyrochlore, fluocerite, cryolite, ilmenite, zircon, thorite;microcline, albite, quartz, amphibole, aegirine, K-feldspar;Paleoproterozoic;2055 ± 7 Ma;Paleoproterozoic;;alkali granite, peralkaline metasomatite(?), albitite;;;;Zabaikalsky GOK, Open Joint Stock Co. TVEL;Deposit is divided into 2 blocks by a NE-striking fault.;"Ariunbileg and others (2003); Chernyi and others (2014); Fetherston (2004); Savel'eva (2011); Seltmann and others (2010); Sklyarov and others (2016); Smelov and others (2010)";;;;No production;;;;;;;;;;;;;;;;;;Savel'eva (2011);Not compliant;30 Mt REM estimated;Russian Federation +2969;8452;Klockartorpet;;;;site(?);mineralization;Sweden;Kalmar län;57.8037;16.483;In Vastervik region.;sedimentary;;;U, REE;;;;;Showing;;;;;Paleoproterozoic;;Paleoproterozoic;;quartzite, other metasediments;;;;;Deposit described as paleoplacer of original heavy mineral sands, but no commodities/minerals discussed other than REE.;"EURARE(2014g); EURARE (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2970;8043;Kontioaho;Konttiaho, Mutka-Aho 14, Kontiaho; ; ;site; ;Finland;Kainuu lääni;64.1369;27.0344; ;alkaline igneous;"hydrothermal shear(?); metasomatic replacement(?)"; ;Nb, REE, Zr, Th, U; ; ; ; ;Occurrence; ;allanite-(Ce), fergusonite, xenotime;zircon, magnetite;quartz, microcline, plagioclase;Paleoproterozoic: Rhyacian–Orosirian;;Paleoproterozoic: Rhyacian–Orosirian;;quartz-feldspar schist;;;metasomatism;;Occurrence is described as similar to that at Katajakangas.;"EURARE (2014b); EURARE (2017); GEUS and D'Appolonia (2017); Sadeghi and others (2014); Schlöglova and others (2014)";1983(?);;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2971;8362;Konttiaho, Mutka-Aho 14;;;;site(?);;Finland;Pohjois-Pohjanmaa lääni;66.1813;29.0603;;other igneous deposit;shear-zone mesothermal gold;;REE, Au, Co, Cu, Mo, U;;;;;Showing;;;native gold, pyrite, uraninite;;Paleoproterozoic: Rhyacian–Orosirian;;Paleoproterozoic: Siderian–Rhyacian;;dolerite, diabase, metasiltstone;Siltstone Formation;;;;;ProMine (2013);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2972;8047;Kovela; ; ; ;intrusion or complex; ;Finland;Uusimaa lääni;60.3919;23.8557;Estimated location near town of Kovela.;other igneous deposit;felsic-intermediate igneous rock-related; ;REE, Zr, Th, U; ; ; ; ;Occurrence; ;Th-bearing monazite, xenotime, thorite;zircon, thorite, apatite, titanite;quartz, plagioclase, potassic feldspar, almandine, biotite, muscovite, chlorite, epidote, fluorite;;;;;granite;;;;;0.5-4.3% REE found in the monazite granite.;"Al-Ani and Grönholm (2011); Al-Ani and Pakkanen (2013); EURARE (2014b); EURARE (2017); Sarapää and others (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +2973;1454;Kratz Spring;;;;site(?);;United States;Missouri;38.2625;-91.1909;;iron oxide-apatite;IOCG, breccia pipes;;Fe, REE;;;;;Occurrence;;;magnetite, apatite, hematite, pyrite, chalcopyrite, covellite, chalcocite;;Precambrian;;;;;;;silicification, chloritization, actinolitization, and potassic alteration;;"The depth to mineralization ranges from 335 to 490 m; Cu is present in trace amounts; bulk samples of REE-bearing breccia average 12% REE.";"Gold Canyon Resources Inc. (2012a); Gold Canyon Resources Inc. (2012b); U.S. Geological Survey (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;North America +2974;7095;Kudiraimoli;Kudraimouzi, Kudiraimozhi; ;Teri Sands;district or area; ;India;Tamil Nadu;8.5297;78.0103; ;shoreline placer;coastal placer, eolian; ;Ti, SLM, GAR, Zr, REE, Th; ; ; ; ;Deposit; ;monazite;ilmenite, sillimanite, garnet, zircon, rutile, baddeleyite, (leucoxene);;;;;;;;;;;;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Minerals Deposits Ltd. (2001); Nair (2001)";;;;No production;;;;;370 indicated + inferred;;;;;;8.9;;;;;;;Minerals Deposits Ltd. (2001);Not compliant;;South and Central Asia +2975;8443;Kuriskova;;;;site(?);;Slovakia;Kosicky kraj;48.716;21.083;Estimated location.;uranium deposit;;;U, Mo, REE;;;;;Showing;;;uraninite, coffinite, brannerite, molybdenite, chalcopyrite, pyrite;quartz, barite;;;;;;;;;European Uranium Resources Ltd., Forte Energy NL;;"Bryan and others (2012); Marketwired (2014); SNL Metals & Mining (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2977;8148;Kvanefjeld;Kuannersuit; ;limaussaq;intrusion or complex;geologic deposit;Greenland;Kommune Kujalleq;60.99727;-45.9989; ;alkaline igneous; ; ;F, REE, U, Zn;~5% of TREE;~40% Ce, ~25% La, ~15% Nd, ~5% Pr; ; ;Deposit; ;steenstrupine-(Ce), lovozerite;;;Mesoproterozoic;;Mesoproterozoic;;lujavrite;;;;Greenland Minerals and Energy (2011);;"Elliott (2012g); EURARE (2014c); EURARE (2017); GEUS (2014); Sadeghi and others (2014); Sorensen and Kalvig (2011); Syrett (2012h); Thrane and others (2014); Walters and Lusty (2011); Watts (2012a)";;;;No production;Under development in 2012.;;;;"1) 437 indicated; 2) 437 indicated; 3) 673 measure+indicated+inferred, 143 proven";"1) 4.8 indicated; 2) 6.6 indicated; 3) 7.34";1) 1.1;;;;;;;;;;;"1) Thrane and others (2014); 2) Sadeghi and others (2014); 3) EURARE (2017)";"JORC compliant; 3) Not known";"2) 350 Mlbs U3O8, 1.4 Mt Zn; both estimates are JORC compliant";Europe +2978;8393;Kvarnån;;;;site;;Sweden;Jämtlands län;64.386;15.7515;;phosphorite;sedimentary phosphorite;;U, REE, P(?);;;;;Showing;;fluorapatite;apatite;;;;;;phosphorite, calcareous sedimentary rock;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2979;8049;Kymi; ; ; ;intrusion or complex; ;Finland;Kymenlaakso lääni;60.5673;26.8848; ;other igneous deposit;felsic-intermediate igneous rock-related;pegmatite;Be, REE, Nb, Ta; ; ; ; ;Occurrence; ;monazite-(Ce), allanite-(Ce), bastnäsite-(Ce), xenotime-(Y);beryl, phenacite, bertrandite;tourmaline;;;;;topaz granite;;;;;;"EURARE(2014b); EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2980;8203;Langesundsfjord;Larvik, Brevig; ; ;district or area;district or area;Norway;Telemark;59.0246;9.7528; ;alkaline igneous;peralkaline igneous-related;pegmatites, disseminated;REE, Sc; ; ; ; ;Showing; ;eudialyte, apatite, pyrochlore, wöhlerite, zirkelite, loparite-(Ce), ancylite-(Ce), bastnäsite-(Ce), monazite-(Ce),britholite-(Ce), xenotime-(Y), rinkite-(Ce), parisite-(Ce);apatite, pyrochlore, zircon, magnetite;microcline, nepheline, biotite;Permian(?);;;;nepheline syenite, monzonite, syenite;;;;;;"EURARE (2017); Larsen (1996); Mindat.org (2017); Möller (1989a); Müller and others (2017); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2981;7105;Lanka;;;Singhbhum;site;;India;West Bengal;23.357;86.346;Estimated location.;iron oxide-apatite;Kiruna, hydrothermal;;P, REE;;;;;Showing;;monazite-(Ce), monazite-(La), rhabdophane;apatite;quartz;;;;;;;;;;In Jhalda shear zone.;Vapnik and others (2007);;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +2982;8422;Le Grand-Fougeray Placer;;;;site;small historic mine;France;Bretagne;47.7302;-1.6751;Additional location in EURARE database of latitude 47.7627, longitude -1.62013.;"alluvial placer; sedimentary";"sedimentary; metasedimentary; paleoplacer";;REE;0.2-1% Eu2O3, up to 0.25% Dy and 0.1% Tb in monazite;13-14% Nd2O3 in monazite;;;Deposit;small deposit;monazite;;;"Quaternary; Ordovician";;"Quaternary; Ordovician";;alluvium, shale;;;;;"Placer is in alluvium of the Aron and Gras Rivers; monazite originated from monazite nodules in Ordovician black shale; monazite is rich in Eu (0.2-1% Eu2O3), contains 13-14% Nd2O3,and has <1% ThO2. Shale host contains 50 to 200 g/t monazite nodules; not ";"EURARE (2014i); EURARE (2017); Sadeghi and others (2014)";;;;Past producer;;1967–1968;EURARE (2014i);78 t monazite produced.;;;;;;;;;;0.19 estimated;;;;EURARE (2014i);;2 to 2.6 kg/t monazite;Europe +2983;8394;Leveäniemi;;;;site;;Sweden;Norrbottens län;67.6333;21.026;;iron oxide-apatite;;;P, Fe, REE;;;;;Occurrence;;fluorapatite;;apatite, magnetite;;;;;intermediate igneous rock;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2984;8344;Loch Loyal;Ben Loyal, Cnoc nan Cuilean; ; ;intrusion or complex; ;United Kingdom;Scotland;58.3813;-4.3393;In northwest Scotland.;alkaline igneous; ;veins;REE; ; ; ; ;Occurrence; ;allanite, apatite, ancylite, pyrochlore, rhabdophane;magnetite;biotite;;;Silurian;;mafic syenite, syenodiorite;Loch Loyal syenite complex–Cnoc nan Cuilean and Ben Loyal intrusions;;hydrothermal;;;"EURARE (2014d); EURARE (2017); Sadeghi and others (2014); Shaw (1993)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2985;8111;Lokrida;Marmeiko;;;site;;Greece;Sterea Ellada;38.5709;23.1366;;supergene, sedimentary;Ni laterite, bauxitic laterite;;Al, REE, As, Cr, Co, Fe, Mn, Ni;;;;;Deposit;very small deposit;bastnäsite, monazite;;;;;Upper Jurassic-Lower Cretaceous;;weathered peridotite, serpentinite, and limestone;;;;;Deposit is sedimentary and originated by transport and sedimentation of laterite-derived material.;"Eliopoulos and others (2014); EURARE (2017); GEUS and D'Appolonia (2017); Sadeghi and others (2014)";;;;No production;;;;;1.07 estimated;0.000021 estimated;;;;;;;;;;;;EURARE (2017);Not compliant;;Europe +2986;4071;Mabounié; ; ; ;intrusion or complex; ;Gabon;Moyen-Ogooué;-0.5928;10.3689; ;carbonatite with residual enrichment;laterite over carbonatite; ;Nb, REE, Ta, P, Zr; ; ; ; ;Deposit; ;bastnäsite, monazite, pyrochlore, synchysite, xenotime, florencite;pyrochlore, apatite, baddeleyite, magnetite, ilmenite, pyrite, pyrrhotite;calcite, dolomite, kaolinite, amphibole, phlogopite, olivine;;;Neoproterozoic;660 Ma;laterite, weathered carbonatite, sövite, beforsite;;syenite, lamprophyre, fenite;fenitization;Government of Gabon;A residual soil averaging 40 m thick has formed on the top of the carbonatite.;"Berger and others (2009); Chakhmouradian and others (2015); Taylor and others (2005); Weng and others (2015); Woolley (2001)";;;;No production;;;;;380;;2.52;;;;;;;;;;;Berger and others (2009);Not known;;Africa +2987;8396;Majsaberget;;;;site;;Sweden;Gävleborgs län;61.6;16.743;;other igneous deposit;granitic rocks/pegmatites;;REE, U;;;;;Showing;;;;;;;;;granite;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2988;8276;Malmkärra;Malmkärrafältet, Malmkärragruven, Lilla Malmkärragruvan; ;Riddarhyttan district, Malmkärragruvan mining field;site;historic Fe mine;Sweden;Västmanlands län;60.0591;15.8458; ;other igneous deposit;Fe oxide deposit with REE skarn; ;Cu, Fe, REE, P; ; ; ; ;Occurrence(?); ;allanite-(Ce), cerite-(Ce), bastnäsite, dollaseite-(Ce), fluorbritholite-(Ce), västmanlandite-(Ce), gadolinite, parisite-(Ce);magnetite, chalcopyrite, pyrite, molybdenite;tremolite, phlogopite, talc;;;Paleoproterozoic;;dolomitic marble, calc-silicate rock;;mica schist (metavolcanic);;;;"Finland Geological Survey (2012); Hallberg and others (2012); Holtstam (2004); Jonsson and others (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +2990;1464;Marion;;;;district or area(?);;United States;North Carolina;35.5647;-81.9225;;alluvial placer;;;Au, REE, SDG;;;;;Deposit;;;native gold, sand, gravel;;;;;;;;;;Imperial Mining Co. (1990);;"Hedrick and Templeton (1991); Towner and others (1988); U.S. Geological Survey (2013)";;;;Past byproduct producer;;;;;;;;;;;;;;;;;;;;;North America +2991;4306;Marrua;;;Angoche;district or area;;Mozambique;Nampula;-16.1282;39.955;Estimated location.;shoreline placer;;;Ti, Zr, REE;;;;;Deposit;;monazite;;;;;;;;;;;;;"Kenmare Resources plc (2013); Weng and others (2015)";;;;No production(?);;;;;54 inferred;;;;;;;;;;;;;Kenmare Resources plc (2013);JORC compliant;;Africa +2992;4282;Mashabuto;;;;district or area(?);;Democratic Republic of the Congo;Nord-Kivu;-1.3195;27.7515;Estimated location near Kabengelwa, could be significantly mislocated.;"alluvial placer; other igneous deposit";;;Sn, W, REE, Ta, Nb;;;;;Deposit;small deposit;;;;;;;;;;;;;;"Gupta and Krishnamurthy (2005); Roskill Information Services (1988); Secretariat of the African, Caribbean and Pacific Group of States (2016)";;;;Past producer;;unspecified;Secretariat of the African, Caribbean and Pacific Group of States (2016);475 t monazite produced.;;;0.000025 estimated;;;;;;;0.000045 estimated;;3 kg/m3 HM;;Gupta and Krishnamurthy (2005);Not compliant;;Africa +2993;6603;Middle Island;;;;district or area;;Australia;Queensland;-24.0888;151.7629;;shoreline placer;high dune sand heavy-mineral deposit;;Ti, Zr, REE;;;;;Showing;;monazite;ilmenite, zircon, rutile, leucoxene;;;;;;dune sand;;;;;;"Denaro (2011); Jaireth and others (2014); von Gnielinski (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +2994;4167;Moma;;Namalope, Tupuito; ;district or area; ;Mozambique;Nampula;-16.5298;39.6123; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon, (leucoxene), staurolite;quartz;;;;;dune and beach sand;;;;Kenmare Resources PLC (2015);Beach sands, dunes. Four mineralized areas: Moma (Namalope-Tupuito), Congolone, Quinga, and Marrua. 0.1 percent to 0.3 percent monazite.;"Brown and Nossal (1990); Griffiths (1989); Hedrick (1997); Industrial Minerals (2005a); Jackson and Christiansen (1993); Kenmare Moma Processing (Mauritius) Limited (2015); Kenmare Resources plc (2013); Pekkala and others (2008); Premoli (1994); Taylor an";;;dredge;Byproduct producer;;;;;"1) 166.8; 2) 407 proven + probable";;;;;;2) 4.3;;;;1) 0.0066;1) 2.94% ilmenite, 0.2% zircon, 0.05% rutile;1) 1990;"1) Premoli (1994); 2) Industrial Minerals (2005a)";Not compliant;;Africa +2995;6604;Mordor;;;;intrusion or complex;;Australia;Northern Territory;-23.433;134.445;Estimated location.;carbonatite;;;REE, PGE, Ni, Cu, U, Au;;;;;Showing;;;;;;1133 ± 5 Ma (SHRIMP U-Pb);Mesoproterozoic;;syenite;Mordor Igneous Complex;;;;;"Hoatson and others (2011); Jaireth and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +2996;8397;Morens Östergruvan; ;;;site;;Sweden;Västmanlands län;59.931;15.729;;other igneous deposit;skarn, carbonate replacement, contact metamorphism;;Fe, REE;;;;;Showing;;;;;;;;;;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2997;8398;Mörkens 4; ;;;site;;Sweden;Västmanlands län;60.089;16.3925;;other igneous deposit;mafic to ultramafic intrusion;;Cu, REE;;;;;Showing;;allanite;chalcopyrite, pyrite, pyrrhotite;;;;;;;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +2998;1473;Mount Wheeler;Mount Washington;Pole Adit Mine, Pole Canyon Mine ;;district or area;;United States;Nevada;38.9011;-114.34;;"other igneous deposit; other";vein, replacement;;F, W, Be, Pb, Ag, Cu, REE, U;;;;;Showing;;allanite-(Ce), monazite;scheelite, bertrandite, beryl, fluorite, phenakite, siderite;muscovite, quartz, pyrite;;;;;granite, limestone;diorite;;;;;"Kluender (1983); Lee and Bastron (1967); U.S. Geological Survey (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +2999;8306;Mourne Mountains;;;;intrusion or complex;;United Kingdom;Northern Ireland;54.1544;-6.0267;;alluvial placer;alkaline igneous rock-associated placer;;REE;;;;;Occurrence;;allanite, fergusonite-(Y), gadinolite-(Y), monazite-(Ce);;;Paleogene;;Paleogene;;alluvial sediment;;granite;;;;"EURARE (2014d); EURARE (2017); GEUS and D'Appolonia (2017); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3000;4307;Mpitini;;;Moma;district or area;;Mozambique;Nampula;-16.5871;39.3852;Estimated location.;shoreline placer;;;Ti, Zr, REE;;;;;Deposit;;monazite;;;;;;;;;;;;;"Kenmare Resources plc (2013); Weng and others (2015)";;;;No production(?);;;;;287 inferred;;;;;;;;;;;;;Kenmare Resources plc (2013);JORC compliant;;Africa +3001;4308;Mualadi;;;Moma;district or area;;Mozambique;Nampula;-16.5896;39.4753;Estimated location.;shoreline placer;;;Ti, Zr, REE;;;;;Deposit;;monazite;;;;;;;;;;;;;"Kenmare Resources plc (2013); Weng and others (2015)";;;;No production(?);;;;;327 inferred;;;;;;;;;;;;;Kenmare Resources plc (2013);JORC compliant;;Africa +3004;8373;Mulas;;;;site(?);;Spain;Castilla-La Mancha;38.6222;-3.3056;;alluvial placer;;;REE;;;;;Deposit;small deposit;monazite;;;;;;;alluvium;;;;;;EURARE (2017);;;;No production(?);;;;;12 estimated;0.0252 estimated;;;;;;;;;;;;EURARE (2017);Not compliant;;Europe +3005;4234;Naboomspruit;Mookgophong;Buffalo;;district or area;;South Africa;Limpopo;-24.481;28.661;Estimated location.;fluorite deposit;;;Sn, F, REE;;;;;Deposit;;monazite, fluocerite-(Ce);fluorite, cassiterite, columbite;quartz;;;;;;;;;;;"Harben and Kužvart (1996); Castor (1994); Gupta and Krishnamurthy (2005)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;Africa +3006;8166;Nagyharsány; ; ; ;district or area;historic bauxite mine;Hungary;Baranya;45.8528;18.3978;In Transdanubian Central Range.;bauxite;karst bauxite—Mediterranean type, alluvial; ;Al, REE; ; ; ; ;Occurrence; ;monazite;boehmite, gibbsite;;Upper Jurassic;;Upper Jurassic;;limestone;;;;;;"Deady and others (2014); EURARE (2017); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3011;8424;Nassuttooq;;;;intrusion or complex;;Greenland;Qaasuitsup Kommunia;67.7324;-52.8269;;other igneous deposit;granitic igneous rocks and pegmatite;;REE;;;;;Showing;;monazite;;;;;;;;;;;;;"EURARE (2017); Thrane and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3012;8366;Nassuttutata tasia;;;;intrusion or complex(?);;Greenland;Qaasuitsup Kommunia;67.6769;-52.4594;;other igneous deposit;granitic rocks/pegmatites;;REE;;;;;Showing;;;;;;;;;;;;;;;"EURARE(2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3013;4310;Nataka;;;Moma;district or area;;Mozambique;Nampula;-16.5618;39.5082;Estimated location.;shoreline placer;;;Ti, Zr, REE;;;;;Deposit;;monazite;;;;;;;;;;;;;"Kenmare Resources plc (2013); Weng and others (2015)";;;;No production(?);;;;;445 probable + 5800 inferred;;;;;;;;;0.078 probable;0.018 probable;;;Kenmare Resources plc (2013);JORC compliant;;Africa +3014;8453;Näverån;;;;site(?);mineralization;Sweden;Jämtlands län;63.19;15.2985;;other igneous deposit;granite associated breccia, hydrothermal, granitic igneous rocks and pegmatites;;Th, U, REE, Zr;;;;;Occurrence;;allanite, monazite, xenotime;uraninite, apatite, zircon;;;;;;granite, granodiorite, breccia;;;;;;"EURARE (2014g); EURARE (2017); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3015;8176;Nettuno; ; ; ;site;historic mine;Italy;Lazio;41.458;12.665; ;shoreline placer;beach sand; ;Fe, REE, Ti, Th, U, Zr; ; ; ; ;Occurrence; ;monazite, chevkinite, perrierite;hematite, ilmenite, magnetite, rutile, thorite, uraninite, zircon;aragonite, biotite, calcite, feldspar, garnet, quartz, amphibole, pyroxene;Quaternary;;Quaternary;;alluvium, sand;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3016;8432;Nikšić;;;;site;;Montenegro;Montenegro;42.9765;18.7015;;bauxite;karst bauxite—Mediterranean type, laterite;;Al, REE;;;;hydroxl-bastnäsite-(Nd), hydroxl-bastnäsite-(La);Occurrence;;;garnet, zircon;;;;;;;;;;;Up to 1320 ppm REE reported.;"EURARE (2014a); EURARE (2017); Sadeghi and others (2014)";;;;No production;Active bauxite mine.;;;;;;;;;;;;;;;;;;;;Europe +3017;8367;Nordre Isortoq;;;;intrusion or complex(?);;Greenland;Qaasuitsup Kommunia;67.1378;-52.0531;;other igneous deposit;granitic rocks/pegmatites;;REE;;;;;Showing;;;;;;;;;granitic rock, pegmatite;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3019;8399;Nya Kårarvet;;;;site;;Sweden;Dalarnas län;60.611;15.5698;;other igneous deposit;granitic rocks/pegmatites;;FLD, MICA, SIL, REE;;;;;Showing;;;quartz;;;;;;;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3020;8400;Nya Kårarvet Brott 1, 2 and 4;;;;site;;Sweden;Dalarnas län;60.6092;15.569;Estimated location for Nya Kårarvet Brott 2.;other igneous deposit;granitic rocks/pegmatites;;FLD, MICA, SIL, REE;;;;;Showing;;allanite, monazite;quartz;;;;;;;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3021;8401;Olserum V1–V4;;Olserum V1, Olserum V2, Olserum V3, Olserum V4;;district or area;;Sweden;Kalmar län;57.955;16.3556;;other igneous deposit;hydrothermal vein, metasomatic replacement;;Cu, Fe, REE, W;;;;;Showing(?); ;monazite, xenotime;magnetite, chalcopyrite, hematite;;;;;;granite;;;;;;EURARE(2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3022;8286;Östanmossa;Östanmossgruvan;;Riddarhyttan district, Getbacks- och Rödbergsfälten mining field;site(?);historic Fe & Cu mining;Sweden;Västmanlands län;60.0792;15.9307;Estimated location.;other igneous deposit;Fe oxide deposit with REE skarn; ;Fe, REE; ; ; ; ;Occurrence(?); ;allanite-(Ce), cerite-(Ce), dollaseite-(Ce), parisite-(Ce), bastnäsite, fluorbritholite-(Ce);magnetite, scheelite, chalcopyrite, bismuthinite;tremolite-actinolite, talc, diopside, phlogopite, norbergite, calcite;;;Paleoproterozoic;;dolomitic carbonate rock, calc-silicate rock;;metavolcanic rock, garnet and hematite skarn;;;;"Andersson (2004); Finland Geological Survey (2012); Gieré and Sorensen (2004); Hallberg and others (2012); Holtstam (2004); Jonsson and others (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +3023;1486;Pacolet River;;;;district or area;;United States;South Carolina;34.9435;-81.7818;Estimated location on Pacolet River near mouth of Lawson Fork Creek.;alluvial placer;;;Ti, Zr, GAR, REE;;;;;Occurrence;;monazite;ilmenite, rutile, zircon, garnet;;;;;;;;;;;;"Long and others (2010); Overstreet and others (1968)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;North America +3024;7123;Pankridih;;Panrkidih;Singhbhum;site;;India;West Bengal;23.351;86.299;Estimated location.;iron oxide-apatite;Kiruna, hydrothermal;;P, Fe, REE;;;;;Showing;;monazite;apatite, magnetite, ilmenite, uraninite, zircon;quartz, pyrite;;;;;;;;;;In Jhalda shear zone.;"Sinha (1999); Vapnik and others (2007)";;;;No production;;;;;;;;;;;;;;;;;;;;;South and Central Asia +3025;8402;Persgruvan; ;;;site;;Sweden;Västmanlands län;59.8457;15.5618;;other igneous deposit;skarn, carbonate replacement, contact metamorphism;;Fe, REE, Co, Cu, Au, Ag;;;;;Showing;;;magnetite;;;;;;skarn;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3026;3382;Phangnga;Phang Nga;Sommanao;;district or area;Sn field, Province;Thailand;Phangnga;8.4123;98.5159;Estimated location near town of Phangnga.;"alluvial placer; shoreline placer";;;Sn, Ti, Zr, REE, GAR;;;;;Deposit;;monazite, xenotime;cassiterite, ilmenite, zircon, rutile, garnet;;;;;;;;;;;;"Nakapadungrat and Maneenai (1993); Pungrassami and Sanguansai (1991)";;;;Byproduct producer;;;;;;;;;;;;;;"1) 0.000545 reserve; 2) 0.029 inferred";;;;Pungrassami and Sanguansai (1991);Not compliant;"1) alluvial reserve includes 73.5 t xenotime; 2) offshore/shoreline resource";East Asia +3027;4311;Pilivili;;;Moma;site(?);;Mozambique;Nampula;-16.6163;39.4459;Estimated location.;shoreline placer;;;Ti, Zr, REE;;;;;Deposit;;monazite;;;;;;;;;;;;;"Kenmare Resources plc (2013); Weng and others (2015)";;;;No production(?);;;;;227 inferred;;;;;;;;;;;;;;;;Africa +3028;1491;Pilot Peak;;;;district or area;;United States;California;34.5334;-115.0713;Estimated location west-northwest of Lake Havasu.;metamorphic(?);;;REE;;;;;Showing;;;;;;;Precambrian;;allanite gneiss;;syenite/carbonatite dikes and sills;;;Allanite is present in the gneiss in this area, but REE may also be present in intrusive syenite/carbonatite and alluvial cover.;"Rarus Minerals Inc. (2011); SNL Metals & Mining (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +3029;8403;Plåtängsgruvan; ;;;site;;Sweden;Västmanlands län;60.0425;15.822;;other igneous deposit;skarn, carbonate replacement, contact metamorphism;;Fe, REE;;;;;Showing;;allanite;magnetite;;;;;;skarn;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3030;4804;Platería Norte;Platería Corrida Norte, Platería North;;;site;;Argentina;Salta;-23.5391;-66.2352;Estimated location.;carbonatite;;;REE, Th;;;;;Deposit;very small deposit;;;;;;;;;;;;;;"López (2017); Zappettini (1999)";;;;No production;;;;;;0.000049 identified;0.09;;;;;;;;;;;López (2017);Not compliant(?);Resource;South America +3031;4805;Platería Sur;Platería Corrida Sur, Platería South;;;site;;Argentina;Salta;-23.5546;-66.2309;Estimated location.;carbonatite;;;REE, Th;;;;;Deposit;very small deposit;;;;;;;;;;;;;;"López (2017); Zappettini (1999)";;;;No production;;;;;;0.000025 identified;0.03;;;;;;;;;;;López (2017);Not compliant(?);Resource;South America +3032;8441;Plavna;;;;district or area;;Serbia;Bor;44.3;22.13;;sedimentary, shoreline placer(?);sandstone-hosted;;REE, Th, U;;;;;Occurrence;;monazite;;;;;;;;;;;;;"EURARE (2017); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3033;8089;Plouguerneau; ;Créac'h an Avel, Kervenni, other ; ;district or area;small historic mine;France;Bretagne;48.6265;-4.5112; ;shoreline placer; ; ;REE; ; ; ; ;Occurrence(?); ;monazite;;;;;;;sand;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017); ProMine (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +3034;6609;Port Clinton;Cape Clinton(?);;;district or area;;Australia;Queensland;-22.5333;150.7833;Estimated location.;shoreline placer;;;REE;;;;;Deposit;;monazite(?);ilmenite, zircon, rutile;;;;;;dune sand;;;;;Within Shoalwater Military Training Area.;"Gardiner (1975); Hedrick (1993)";;;;No production;;;;;120;;;;;;3;;;;;;;Hedrick (1993);Not compliant;;Oceania +3035;8404;Pottäng; ;;;site;;Sweden;Västernorrlands län;62.4592;17.44;;carbonatite;;;Ba, REE;;;;;Showing;;;barite;;;;;;carbonatite;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3036;8405;Prästrun; ;;;site;;Sweden;Jämtlands län;63.7705;13.8628;;alkaline igneous;;;Nb, Ta, U, REE;;;;;Showing;;;;;;;;;gneiss, syenite(?);;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3037;4312;Quinga North;;;Quinga;district or area;;Mozambique;Nampula;-15.7627;40.3124;Estimated location.;shoreline placer;;;Ti, Zr, REE;;;;;Deposit;;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;"Kenmare Resources plc (2013); Weng and others (2015)";;;;No production(?);;;;;71 inferred;;;;;;;;;;;;;;;;Africa +3038;4313;Quinga South;;;Quinga;district or area;;Mozambique;Nampula;-15.8661;40.1833;Estimated location.;shoreline placer;;;Ti, Zr, REE;;;;;Deposit;;monazite;ilmenite, zircon, rutile;;;;;;;;;;;;"Kenmare Resources plc (2013); Weng and others (2015)";;;;No production(?);;;;;71 inferred;;;;;;;;;;;;;;;;Africa +3039;8448;Rambla de las Granatillas;Ramblas de las Granatillas;;;intrusion or complex;;Spain;Andalucía;36.9555;-2.1692;;alluvial placer;;;GAR, REE;;;;;Occurrence;;monazite, xenotime;garnet;;Quaternary;;Quaternary;;alluvial sediment;;;;;"Erosion of the central cone of the Neogene El Hoyazo dacitic dome complex has formed a Quaternary alluvial fan containing the mineralization; placer is about 1 km2 in area and up to 40 m thick; small scale garnet exploitation has occurred.";"EURARE (2014f); EURARE (2017); GEUS and D'Appolonia (2017); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3040;1497;Ray Mountains;Ray River Basin;Ray River, Kilolitna River, No Name Creek;;district or area;;United States;Alaska;66.0288;-150.1948;;alluvial placer;;;Sn, W, Zr, REE;;;;;Showing;;;ilmenite, cassiterite, zircon, wolframite, scheelite;;;;;;alluvium;;;;Ucore Rare Metals Inc.;;"Barker (1983); Barker (1991b); Cole (2011); SNL Metals & Mining (2015); U.S. Geological Survey (2013)";1969;;;No production;;;;;;;;;;;;;;;;;;;;;North America +3041;8223;Rejdová;;;;site(?);;Slovakia;Kosicky kraj;48.7909;20.2834;;unclassified;;;REE;;;;;Showing;;;;;;;Late Paleozoic;;volcano-sedimentary rock, pyroclastic rock;;;;Ultra Resources Corp., Xyquest Mining Corp;;"EURARE (2017); SNL Metals & Mining (2015); Ultra Resources Corp. (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3042;8290;Reuna; ;Reuna 1, Reuna 2; ;site;historic mine(?);Sweden;Norrbottens län;66.1318;19.3435;Estimated location for Reuna 1.;other igneous deposit;abyssal pegmatites; ;FLD, QTZ, REE; ; ; ; ;Occurrence; ;allanite, fergusonite;feldspar, quartz;;Proterozoic;;Proterozoic;;pegmatite;;;;;;"EURARE (2017); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3043;8291;Reunavare;Reuna 3; ; ;site;historic mine;Sweden;Norrbottens län;66.1362;19.3885; ;other igneous deposit;abyssal pegmatites; ;FLD, QTZ, REE; ; ; ; ;Occurrence; ;thalénite-(Y), yttrialite-(Y), gadolinite-(Y), fergusonite-(Y);feldspar, quartz;;;;;;;;;;;;"EURARE (2017); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3044;8292;Rista; ; ; ;site; ;Sweden;Dalarnas län;60.5352;15.038;Estimated location for Rista 2.;other igneous deposit;pegmatites; ;FLD, QTZ, REE; ; ; ; ;Occurrence; ;gadolinite-(Y)(?), allanite-(Ce)(?);feldspar, quartz;;;;;;;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017); ProMine (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3045;1501;Rock Creek-Camp Creek area;;;;district or area;;United States;Idaho;43.3665;-114.4009;;alluvial placer;;;REE;;;;;Occurrence;;titanite;;;;;;;;;;;;;"Long and others (2010); Robertson and Storch (1955); Savage (1961); Staatz and others (1980); U.S. Geological Survey (2013)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;North America +3047;1503;Ruby Meadows;Ruby Creek, North Star Placer;;;district or area;;United States;Idaho;45.2427;-115.8846;7 claims near Burgdorf, in Valley County.;alluvial placer;;;Au, REE, Hg;Y-rich;;;;Deposit;;;native gold, magnetite, garnet, zircon, ilmenite, corundum;;;;Quaternary(?);;alluvium;;;;Merlin Mining NL (1987);;"Capps (1940); Industrial Minerals (1987a); U.S. Geological Survey (2013)";;;;No production;Past gold producer.;;;;;;;;;;;;;;;;;Industrial Minerals (1987a);;Preliminary estimates indicate about 100 Mm3 with as much as 0.16% Y and 0.85 g/t Ta.;North America +3049;1508;Saluda River;;;;district or area;;United States;South Carolina;34.4598;-82.3023;Estimated location on Saluda River near mouth of Broud Mouth Creek.;alluvial placer;;;Ti, Fe, Au, REE;;;;;Occurrence;;monazite;ilmenite;;;;;;;;;;;Overstreet and others (1968) report 0.6 lbs of monazite per cubic yard of alluvium.;"Long and others (2010); Overstreet and others (1968)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;North America +3050;8406;Sankt Göransgruvan;;;;site;;Sweden;Västmanlands län;59.8465;15.588;;other igneous deposit;skarn, carbonate replacement, contact metamorphism;;Cu, Fe, REE;;;;;Showing;;allanite;bornite, chalcopyrite;;;;;;skarn;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3051;4714;Santana do Manhuaçu;;;;district or area(?);;Brazil;Minas Gerais;-20.1101;-41.918;Estimated location in the vicinity of Santana do Manuaçu village.;shoreline placer(?);;;Au, Ti, REE, Th;;;;;Deposit;small deposit;;gold, ilmenite, zircon;;;;;;dune sand;;;;;;"Brasil Departamento Nacional de Produção Mineral (2001); Integrated Nuclear Fuel Cycle Information Systems (2013a); Villas-Boas (2011)";;;;No production;;;;;;0.001958 measured;;;;;;;;0.003264 measured;;;1999;Brasil Departamento Nacional de Produção Mineral (2001);Not compliant;Monazite contains 60.0% TREO.;South America +3052;4719;São João de Barra;São João da Barra, Barra São João, Barra de São João;includes Buena Norte, Buena Sul; ;district or area; ;Brazil;Rio de Janeiro;-21.8654;-41.0324; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile;quartz;"Upper Tertiary (Neogene?); Quaternary";;;;dune and beach sand;Grupo Barreiras and younger units;;;Nuclebras de Monazita e Associados Ltda. (1989);Deposit contains about 0.83% monazite.;"Anstett (1986); Azevedo Branco (1984); Brasil Departamento Nacional de Produção Mineral (2001); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Leonardos (1974); Overstreet (1967); Roskill Information Services (1988)";;;;Byproduct producer;Producer byproduct of monazite.;;;;0.003018 measured;;;;;;;;;;;;1999;Brasil Departamento Nacional de Produção Mineral (2001);Not compliant;Monazite contains 59.99% TREO.;South America +3053;4722;Sao Sebastio da Bella Vista;Sao Sebastio da Bela Vista;;Rio Sapucaí;district or area;;Brazil;Minas Gerais;-22.1653;-45.7547;Estimated location in the vicinity of Sao Sebastio da Bella Vista village.;alluvial placer;;;Ti, Au, Zr, REE;;;;;Deposit;;;gold, ilmenite, zircon;;;;;;;;;;;;"Brasil Departamento Nacional de Produção Mineral (2001); Jackson and Christiansen (1993); Lapido-Loureiro (2013)";;;;No production;;;;;;0.0003639 measured;;;;;;;;0.000613 measured;;;2009;Brasil Departamento Nacional de Produção Mineral (2010);Not compliant;Monazite contains 57.62% TREO.;South America +3054;4315;Shawa;;;;intrusion or complex;;Zimbabwe;Manicaland;-19.2;31.71666667;;carbonatite with residual enrichment;;;VRM, P, REE;;;;;Showing;;;vermiculite, apatite;;;;Triassic;209 ± 16 Ma;carbonatite;;serpentinite, dunite;;;;"Jaireth and others (2014); van Straaten (2002); Woolley and Kjarsgaard (2008)";;;;No production;Active mining of non-REE commodity.;;;;;;;;;;;;;;;;;;;;Africa +3055;1515;Simon;;;;site;;United States;California;35.4643;-115.5184;Estimated location about 1800 m SE of Mountain Pass Mine.;carbonatite;;;REE;;;;;Showing;;;;;;;;;;;;;Pele Mountain Resources Inc.;;Pele Mountain Resources Inc. (2012);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +3056;8372;Slovinky;;;;site;;Slovakia;Kosicky kraj;48.8369;20.7832;;other igneous deposit;polymetallic vein, hydrothermal vein or metasomatic replacement;;REE;;;;;Showing;;;;;;;;;metamorphic rock;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3057;8297;Södra Hackspikgruvan; ; ;Riddarhyttan district, Smörbergfältet mining field;site; ;Sweden;Västmanlands län;60.0724;15.9392;Estimated location.;other igneous deposit;Fe oxide deposit with REE skarn; ;Fe, Mo, REE; ; ; ; ;Occurrence(?); ;allanite-(Ce), cerite-(Ce), törnebohmite-(Ce), västmanlandite-(Ce), bastnäsite, dissakisite‐(Ce), dollaseite-(Ce), fluorbritholite-(Ce);fluorite, magnetite, molybdenite;tremolite, talc;;;;;dolomitic carbonate rock;;;;;;"EURARE (2017); Hallberg and others (2012); Holtstam (2004); Jonsson and others (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +3058;8767;Sofular; ; ; ;site; ;Turkey;Sivas;38.94;37.5511; ;carbonatite; ; ;F, REE; ; ; ; ;Deposit;very small deposit;britholite;fluorite, apatite;phlogopite, hastingsite, albite;Upper Cretaceous;;Upper Cretaceous;;calcite carbonatite, syenitic fenite;Sofular carbonatite complex;alkali syenite;;;;"EURARE (2014h); EURARE (2017); Özgenç (1999)";;;;No production;;;;;;;57.73;;;;;0.001 britholite;;;;;;Özgenç (1999);Not compliant;;Middle East +3059;8377;Sopron Hills;;;;site;;Hungary;Gyór-Moson-Sopron;47.6614;16.5392;;other igneous deposit;"polymetallic vein; metasomatic replacement or hydrothermal shear/vein";vein;REE;;;;;Occurrence;;monazite, florencite, xenotime;;;;;;;;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3060;8368;South East-Drysdale;;;Motzfeldt;site;;Greenland;Kommune Kujalleq;61.1386;-44.822;;alkaline igneous;granitic rocks and pegmatites;;Nb, Ta, REE, Zr;;;;;Showing;;bastnäsite, hydropyrochlore, columbite;columbite-(Mg);;;;;;syenite;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3061;1519;South Platte District;;;;district or area;pegmatite district;United States;Colorado;39.3956;-105.215;;other igneous deposit;pegmatite;;QTZ, FLD, F, GEM, REE, Nb, Th, Ta, Mn;;;;;Occurrence;;gadolinite, xenotime, fluorite, bastnäsite, synchysite, yttrotantalite-(Y);quartz, feldspar, topaz, pyrolusite;;;;Proterozoic;1010 Ma;quartz monzonite;Pikes Peak batholith;;;;;"Adams and Sharp (1972); Haynes (1965); Levasseur (1997); Möller (1989a); U.S. Geological Survey (2013); Zagorsky and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +3062;8407;Stålklockan 2;;;;site;;Sweden;Västmanlands län;59.8543;15.5853;;other igneous deposit;skarn, carbonate replacement, contact metamorphism;;Au, Fe, Mo, REE;;;;;Showing; ;fluorbritholite-(Ce), dollaseite-(Ce);magnetite;;;;;;;;;;;;"EURARE (2017); Jonsson and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3064;8408;Stora Högforsgruvan;;;;site;;Sweden;Västmanlands län;59.865;15.6117;;sedimentary;banded iron formation;;Fe, REE;;;;;Showing;;cerite-(Ce), allanite-(Ce), västmanlandite-(Ce);hematite, magnetite;;;;;;;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3065;8409;Stora Långgruvan;;;;site;;Sweden;Västmanlands län;59.886;15.6819;;other igneous deposit;skarn, carbonate replacement, contact metamorphism;;Fe, REE;;;;;Showing;;allanite;;;;;;;;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3066;8369;Storeelv East-Voskop;;;Motzfeldt;site;;Greenland;Kommune Kujalleq;61.2245;-45.0287;;alkaline igneous;granitic rocks and pegmatites;;Nb, Ta, REE, Zr;;;;;Showing;;bastnäsite, hydropyrochlore, columbite;columbite-(Mg);;;;;;syenite;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3067;8410;Storö;;;;site;;Sweden;Norrbottens län;65.6971;23.0959;;alkaline igneous;kimberlite=lamprophyre;;REE;;;;;Showing;;;;;;;;;;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3068;8411;Sveafallen;;Sveafallen 1, Sveafallen 2;;district or area(?);;Sweden;Örebro län;59.2074;14.431;Estimated location.;other igneous deposit;granitic rocks/pegmatites;;Fe, Th, REE, U;;;;;Showing;;monazite-(Ce);magnetite;;;;;;granite;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3069;8215;Tajno; ; ; ;site;site;Poland;Podlaskie;53.6972;22.8427; ;carbonatite; ; ;REE; ; ; ; ;Occurrence; ;;;;;;;;;;;;;;"EURARE (2017); ProMine (2013); Sadeghi and others (2014)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;Europe +3070;8412;Tåresåive;;;;site;;Sweden;Norrbottens län;66.8367;19.7724;;other igneous deposit;granitic rocks/pegmatites;;Mo, Th, REE, U;;;;;Showing;;monazite-(Ce), allanite-(Ce), xenotime-(Y);molybdenite;;;;;;granite, rhyolite;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3071;8423;Třebíč;Trebic-Vladislav;includes Klučov I, Klučov II, Kracovice, Okrašovic;;intrusion or complex;;Czech Republic;Vysocina;49.2165;15.8991;;alkaline igneous;NYF and NYF+LCT mixed pegmatites;pegmatites;REE, Sc;;;;;Occurrence;;;ilmenite, titanite, rutile, beryl, zircon;potassic feldspar, quartz, plagioclase, biotite, microcline (amazonite), tourmaline;;;;;melasyenite to melagranite;;;;;;"Čech and others (1999); Čopjaková and others (2013); EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3072;8456;Trostad;;;;site(?);mineralization;Sweden;Kalmar län;57.9441;16.4468;In Vastervik region.;"sedimentary; paleoplacer";;;REE, U;;;;;Showing;;monazite;hematite;;Paleoproterozoic;;Paleoproterozoic;;quartzite, paragneiss;;;;;Deposit described as paleoplacer of original heavy mineral sands, but no commodities/minerals discussed other than REE.;"EURARE (2014g); EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3074;8413;Tybble 1;;;;site;;Sweden;Östergötlands län;58.795;15.278;;iron oxide-apatite;Iron oxide-apatite deposit;;Fe, P, REE;;;;;Showing;;fluorapatite, allanite-(Ce), monazite-(Ce);apatite;;Paleoproterozoic;;;;felsic volcanic rock;;;;;;"EURARE (2017); Finland Geological Survey (2014); GEUS and D'Appolonia (2017)";;;;No production;Past producer of iron.;;;;;;;;;;;;;;;;;;;;Europe +3075;1531;Tyger River;;;;district or area;;United States;South Carolina;34.8667;-81.9999;;alluvial placer;;;Ti, Zr, REE, Th;;;;;Occurrence;;monazite, zircon, ilmenite, rutile;;;;;;;;;;;;;"Hansen and Cuppels (1955); Long and others (2010); Overstreet and others (1968); Williams (1967)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;North America +3076;8436;Tysfjord;;;;intrusion or complex;;Norway;Nordland;67.998;16.788;Approximate location.;other igneous deposit;granitic;;Zr, REE;;;;;Deposit;;allanite, polycrase-(Y), zircon, titanite;zircon, apatite, titanite, magnetite, fluorite, thalénite, thorianite;;Paleoproterozoic;1700-1800;Paleoproterozoic;;gneissic granite;;;;;;"EURARE (2014e); Goodenough and others (2016); Mindat.org (2013d); Mueller and others (2017); Sadeghi and others (2014)";;;;No production;;;;;>100 estimate;>0.13;0.13;;;;;;;;;;;EURARE (2014e);Not compliant;;Europe +3077;4745;Una;;;;site;;Brazil;Bahia;-15.2972;-39.078;Estimated location in the vicinity of Una village.;unclassified;;;Ti, Zr, REE;;;;;Deposit;small deposit;;ilmenite, rutile, zircon;;;;;;;;;;;;Brasil Departamento Nacional de Produção Mineral (2001);;;;No production(?);;;;;;0.005949 measured;;;;;;;;0.010083 measured;;;1999;Brasil Departamento Nacional de Produção Mineral (2001);Not compliant;Monazite contains 59.0% TREO.;South America +3078;8378;Úrkút;;;;site;;Hungary;Veszprém;47.0781;17.6428;;sedimentary;sedimentary manganese;;REE;;;;;Occurrence;;bastnäsite;;;;;;;;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3079;8437;Vale de Cavalos;;;;site;;Portugal;Portalegre;39.2328;-7.3297;;sedimentary;sediment-hosted, metasedimentary, paleoplacer(?);;Zr, REE, Ti;;;;;Deposit;;monazite, zircon;zircon, rutile, ilmenite, titanite, magnetite, graphite;;Ordovician;;Ordovician;;quartzite;;;;;Locally, the REE content is as high as 0.65%.;"EURARE (2014f); EURARE (2017); Sadeghi and others (2014)";;;;No production;;;;;2.4 estimated;0.0104 estimated;0.46 estimated;;;;;;;;;;1998;EURARE (2014f);Not compliant;;Europe +3080;1534;Vero Beach;;;;district or area;heavy mineral placer;United States;Florida;27.6336;-80.3831;;shoreline placer;;;Ti, Zr, KYN, REE;;;;;Deposit;;monazite, xenotime;ilmenite, rutile, zircon, kyanite, leucoxene;staurolite, kyanite, tourmaline, epidote, garnet;;;;;;;;;Riz Mineral Co. (1945);0.2% monazite reported by Merie (1975).;"Calver (1957); Garnar (1972); Mertie (1975); Overstreet (1967); U.S. Geological Survey (2013)";;;;Past byproduct producer;Past small production of monazite as part of Ti-Zr heavy mineral placer operation.;;;;;;;;;;;;;;;;;;;;North America +3081;8363;Vrontero;Vrondero;;;district or area;;Greece;Dytiki Makedonia;40.7284;21.0208;;bauxite;;;Al, Ni, Fe, REE;;;;;Occurrence;;bastnäsite, monazite;;;;;;;;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3082;6605;Wallaby;;;;site(?);;Australia;Western Australia;-28.8518;122.3055;;carbonatite;;veins;Au, REE;;;;;Showing;;;apatite, hematite;calcite, aegirine-augite;;2,664±3 Ma (U-Pb, titanite);Archean;;carbonatite;;syenite;;;;"Geoscience Australia (2013); Hoatson and others (2011); Jaireth and others (2014); Woolley and Kjarsgaard (2008)";;;;No production;Au producer(?).;;;;;;;;;;;;;;;;;;;;Oceania +3083;6606;Walloway;;;;intrusion or complex;;Australia;South Australia;-32.6;138.5833;;carbonatite;;dikes and plugs;REE;;;;;Showing;;;;calcite, phlogopite;;;Jurassic;;carbonatite, carbonate-rich lamprophyre;;;;;;"Hoatson and others (2011); Jaireth and others (2014); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +3084;8425;Werner Bjerge;;;;intrusion or complex;;Greenland;Northeast Greenland National Park;72;-24.1666;;alkaline igneous;peralkaline igneous-associated;;Nb, Ta, Be, Zr, REE;Y;;;;Showing;;monazite;perovskite, zircon, rutile;;Paleogene;;Paleogene;;;;;;;;"EURARE (2017); Thomassen and Nielsen (2006)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3085;6518;Yoongarillup; ; ;Busselton-Doral;site; ;Australia;Western Australia;-33.7623;115.4242;In Perth Basin.;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;monazite;ilmenite, zircon, rutile ;;;;Plio-Pleistocene;;beach sand;Yoganup Formation;;;;Heavy mineral sands of Yoganup shoreline.;"Doral Mineral Sands Pty Ltd (2014); Western Australia Department of Mineral and Petroleum Resources (2012)";;;proposed open pit;No production;Proposed production of zircon, ilmenite and rutile.;;;;;;;;;;;;;;;;;;;;Oceania +3086;6607;Yungul;Speewah;;;intrusion or complex;;Australia;Western Australia;-16.4;127.9333;;carbonatite;;dikes;F, REE;;;;;Showing;;xenotime, La-Nd-Ce fluorocarbonates;fluorite, apatite, zircon, baddeleyite;calcite;;;;;calcite carbonatite;;;;;;"Hoatson and others (2011); Jaireth and others (2014); Woolley and Kjarsgaard (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +3087;1545;Zane Hills;Clear Creek;;;district or area;;United States;Alaska;66.209;-155.8694;Estimated location along Clear Creek.;unclassified;;;Au, Ti, Zr, REE;;;;;Showing;;allanite, monazite;ilmenite, zircon;;;;;;alluvium;;;;;;Barker (1991a);;;;No production;;;;;;;;;;;;;;;;;;;;;North America +3088;8370;Zone 3;;;limaussaq;site;;Greenland;Kommune Kujalleq;60.9667;-46;;alkaline igneous;;;REE, U, Zn;;;;;Deposit;;steenstrupine-(Ce);;;;;;;syenite;;;;;;"EURARE (2017); Weng and others (2015)";;;;No production;;;;;95 inferred;0.111 inferred;;;;;;;;;;;;EURARE (2017);Not known;;Europe +3089;8426;Beara-Allahies;;;;intrusion or complex(?);intrusion, historic Cu mine;Ireland;Munster;51.6016;-10.0583;In western Ireland.;carbonatite;alkaline igneous rock-associated;;Cu, REE;;;;;Showing;;;;;Permian;;Permian;;carbonatite;Beara-Allahies carbonatite;;;;;"EURARE (2014d); EURARE (2017); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3090;4598;Buena Sul;Sul de Buena, Buena Sol;;;site;;Brazil;Rio de Janeiro;-21.7841;-41.104;Estimated location.;shoreline placer;;;Ti, Zr, REE;;;;;Deposit;;;ilmenite, zircon, rutile, sillimanite, spinel;quartz;Upper Tertiary (Neogene?);;;;dune and beach sand;Barreiras Formatiion;;;;;"Lapido-Loureiro (1994); Lapido-Loureiro (2013); Schnellrath and others (2002)";;;;Past byproduct producer(?);Lapido-Loureiro (2013) reported that Buena reserves were depleted and mining suspended.;;;;2.3;;;;;;;;;0.0115 reserve;;;2002;Schnellrath and others (2002);Not compliant;Ore also contains 207,000 t ilmenite, 115,000t zircon, 11,500 t rutile.;South America +3091;8389;Holmtjärnsgruvan;Flintgruvan;;;site;;Sweden;Dalarnas län;60.3589;15.261;;other igneous deposit;felsic-intermediate igneous rock related, pegmatite;;FLD, SIL, REE;;;;;Showing;;yttrialite-(Y), keiviite-(Y), allanite;quartz;;;;;;dolerite;;;;;;"EURARE (2017); GEUS and D'Appolonia (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3092;8390;Järnklockan;;;;site;;Sweden;Västmanlands län;59.852;15.5794;;other igneous deposit;skarn, carbonate replacement, contact metamorphism;;Fe, REE;;;;;Showing;;;magnetite;;;;;;skarn;;;;;;EURARE (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3093;4309;Namalope;;;Moma;district or area;;Mozambique;Nampula;-16.5289;39.6332;;shoreline placer;;;Ti, Zr, REE;;;;;Deposit;;monazite;;;;;;;;;;;;;"Kenmare Resources plc (2013); Weng and others (2015)";;;;No production(?);;;;;234 proven + 163 probable;;;;;;;;;0.06 proven + 0.034 probable;0.026 proven, 0.021 probable;;2012;Kenmare Resources plc (2013);JORC compliant;;Africa +3094;4681;Praia da Juréia;;;;district or area;;Brazil;São Paulo;-24.5553;-47.2237;Estimated location.;shoreline placer;;;Ti, REE, Zr;;;;;Deposit;small deposit;;ilmenite, zircon, rutile;;;;;;;;;;;;Mello and others (1994);;;;No production(?);;;;;0.0209;;;;;;20;;;;0.6;8.0% ilmenite, 0.16% rutile, 0.6% zircon;;Mello and others (1994);Not compliant;;South America +3095;3335;Chingshankangchow;Chingshankangshan, Chingshanghiang Shan, Chingshankang;;;district or area;;Taiwan;;23.1698;120.0691;Estimated location.;shoreline placer;;;Ti, Zr, REE;;;;;Deposit;;;ilmenite, zircon, rutile, magnetite;quartz;;;;;sand;;;;;"Offshore sand bar; 1.4 percent monazite in heavy mineral concentrate reported.";"ESCAP and ABMRGG (1988); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;1968;ESCAP and ABMRGG (1988);Not compliant;0.765 Mm3 @ 13.0% monazite, 20.4% ilmenite, 18.4% zircon, 2.1% rutile;East Asia +3099;3167;Bayangol 1; ; ; ;site; ;Mongolia;Dzavhan;49.887;96.231;Estimated location.;alkaline igneous;Li-REE pegmatite;pegmatite;Li, REE; ; ; ; ;Showing; ;fergusonite;spodumene, apatite, beryl, columbite, pyrite, cassiterite, zircon, polylithionite-trilithionite;quartz, albite, muscovite;;;;;;;;;;;"Dril and others (2010); Kamitani and others (2012); Rodionov and others (2003)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +3101;5263;Mo'ate; ; ; ;site; ;China;Xinjiang;41.607;79.095;Estimated location based on Chen and others (2002).;unclassified; ; ;REE; ; ; ; ;Showing; ;;;;;;;;;;;;;;Chen and others (2002);;;;Not known;;;;;;;;;;;;;;;;;;;;;China +3103;8371;Bjortjørn;;;Froland pegmatite field;site(?);;Norway;Aust-Agder;58.5953;8.4496;;other igneous deposit;felsic-intermediate igneous rock related;;U, MICA, QTZ, REE;;;;;Showing;;allanite-(Ce), calciosamarskite, samarskite-(Y), monazite, xenotime, yttrotantalite-(Y);muscovite, quartz, zircon, uraninite, pyrite, thorite;plagioclase, garnet;;;;;;;;;;Allanite crystals are up to 30 cm long occur in a pegmatite that is 100 m long, 30 m thick, and striking NW-SE.;"EURARE (2017); GEUS and D'Appolonia (2017); Müller and others (2005); Müller and others (2012)";;;;No production;;;;U and muscovite were mined underground during WWII.;;;;;;;;;;;;;;;;;Europe +3104;1401;Clearwater River;Elk City-Newsome area;Big Elk Creek, Little Elk Creek American River, Red Horse Creek, Red River, Crooked River, Newsome Creek;;district or area;;United States;Idaho;45.8083;-115.4755;Estimated location on South Fork Clearwater River near Elk City.;alluvial placer;;;Au, Fe, Ti, Zr, REE;;;;;Showing;;monazite;gold, magnetite, ilmenite, garnet, zircon;;;;;;alluvium;;;;;;"Long and others (2010); Overstreet (1967); Staatz and others (1980)";;;;No production(?);Small past gold production.;;;;;;;;;;;;;;;;;;;;North America +3105;8735;Jabal Hadb;Jabal Hadb ash Sharar;Jabal Sayid;;intrusion or complex;;Saudi Arabia;Al Madinah;23.5556;41.2143;Estimated location.;alkaline igneous;;;Nb, REE, Zr, Th;;;;;Deposit;;bastnäsite, doverite, monazite, synchysite-(Y);pyrochlore, zircon, thorite, thorianite;;;;Neoproterozoic;573 Ma;monzogranitic rock;;;;;;"Dawood and others (2014); Hackett (1986); Nehlig and others (1999)";;;;No production;;;;;23;;;0.13% Ce;;;;;;;;;;Nehlig and others (1999);Not compliant;;Middle East +3106;8483;Nea Peramos;Peramos;;;district or area;;Greece;Anatoliki Makedonia Kai Thraki;40.8159;24.3005;Estimated location.;shoreline placer;marine placer;;Ti, Fe, REE;;;;;Occurrence;;monazite, allanite, titanite, uraninite;ilmenite, magnetite, uraninite, titanite, zircon, tourmaline, apatite;quartz, sanidine, microcline, albite, biotite, muscovite, paragonite, epidote, (hornblende);;;;;sand;;;;;Sediments derived from Kavala plutonic rocks.;"Eliopoulos and others (2014); GEUS and D'Appolonia (2017); Sadeghi and others (2014)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3107;4222;Pampana River;;;;district or area;Au placer;Sierra Leone;Northern;8.7401;-11.8433;Estimated location neaer Masanga.;alluvial placer;;;Au, Ti, Zr, REE;;;;;Deposit;;monazite;gold, ilmenite, zircon;quartz;;;;;;;;;;;"SNL Metals & Mining (2015); Sunergy Inc. (2013); Sunergy Inc. (2013b)";;;;Byproduct producer;;;;Sunergy Inc. sold 27.5 t of REE- and Au-bearing black sands;;;;;;;;;;;;;;;;;Africa +3108;4155;Ingelo;Ingela;;Alto Lingonha field;site;;Mozambique;Zambézia;-16.74;38.3196;Estimated location.;other igneous deposit;pegmatite;pegmatite;REE;;;;;Occurrence(?);;;;muscovite;;;;;;;;;;;"Cílek (1989); Hains and Mounde (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +3109;4173;Muetia;;;Nauela field;site;historic pegmatite mine;Mozambique;Zambézia;-15.412;37.5385;Estimated location.;other igneous deposit;pegmatite;pegmatite;Bi, Be, REE;;;;;Deposit;;;bismutite, beryl;quartz, microcline;;;;;;;;;;euxenite-(Y) (and other REE minerals?) was concentrated at the Boa Esperanca Mine in Ribaue and then exported to the United States.;"Cílek (1989); Hains and Mounde (2010)";;;;Past producer;;;;Past producer of euxenite-(Y).;;;;;;;;;;;;;;;;;Africa +3110;4174;Muiane;;;Alto Lingonha field;site;pegmatite mine;Mozambique;Zambézia;-15.7565;38.2462;Estimated location.;other igneous deposit;pegmatite;pegmatite;Ta, Nb, Li, Cs, REE, Th, U, Sc;;;;;Deposit(?);;;columbite, tantalite, ixiolite, petalite, pollucite;;;;;;;;;;;;"Hains and Mounde (2010); Melcher and others (2015); Secretariat of the African, Caribbean and Pacific Group of States (2016)";;;;Past producer;Cilek (1989) reported byproduct monazite production.;;;;;;;;;;;;;;;;;;;;Africa +3111;4176;Nahia;;;Alto Lingonha field;site;;Mozambique;Zambézia;-16.74;38.512;Estimated location.;other igneous deposit;pegmatite;pegmatite;REE;;;;;Occurrence(?);;;;muscovite;;;;;;;;;;;"Cílek (1989); Hains and Mounde (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +3112;4177;Namivo;;;Gile field;district or area;;Mozambique;Zambézia;-16.9;38.2027;Estimated location.;other igneous deposit;pegmatite;pegmatite;REE;;;;;Showing;;;zircon;;;;;;;;;;;;"Cílek (1989); Hains and Mounde (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +3113;4178;Nampoca;;;Gile field;district or area;;Mozambique;Zambézia;-16.38;38.299;Estimated location.;other igneous deposit;pegmatite;pegmatite;REE;;;;;Occurrence;;;;;;;;;;;;;;;"Cílek (1989); Hains and Mounde (2010)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +3114;4180;Nuaparra;;;Alto Lingonha field;district or area;;Mozambique;Zambézia;-16.76;38.0447;Estimated location.;other igneous deposit;pegmatite;pegmatite;REE;;;;;Showing;;;;;;;;;;;;;;;"Cílek (1989); Hains and Mounde (2010); Secretariat of the African, Caribbean and Pacific Group of States (2016)";;;;No production;;;;;;;;;;;;;;;;;;;;;Africa +3115;8414;Rocroi;;;;district or area;massif;Belgium;Wallonne;49.9675;4.8332;;sedimentary;shale-hosted;;REE;;;;estimated location.;Showing;;monazite, stavelotite-(La);;;;;Cambrian;;black shale, black slate;;;;;;"Burnotte and others (1989); EURARE (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3116;8360;Stavelot;;;;district or area;massif;Belgium;Wallonne;50.4644;5.8594;;sedimentary;shale-hosted;;REE;;;;estiimated location south of Spa.;Showing;;monazite, stavelotite-(La);collophane;;;;Cambro–Ordovician;;black slate, phosphoritic conglomerate;;;;;;"Burnotte and others (1989); EURARE (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3118;8503;Æretveit;Eretveit, Ertveit;Æretveit 2, Æretveit 3, Æretveit 1;Evje-Iveland;district or area;;Norway;;58.4701;7.8861;;other igneous;pegmatite;;FLD, REE, Sc;;;;;Showing;;allanite-(Ce), thortveitite, euxenite-(Y), monazite-(Ce), xenotime-(Y), polycrase-(Y);albite, microcline, magnetite, pyrite, uraninite, titano-ilmenite, zircon;apatite, biotite, muscovite, quartz;;;;;;;;;;;"Frondel (1964); Mindat.org (2017); ProMine (2015)";;;;No production;;;;At least 3 quarries have produced feldspar.;;;;;;;;;;;;;;;;;Europe +3119;8128;Aghios Ioannis;Lokris, Marmeiko, Nissi; ; ;district or area;Ni laterite mine;Greece;Sterea Ellada;38.5035;23.266; ;supergene, sedimentary;Ni laterite, bauxitic laterite; ;Ni, Al, REE, Mn, Co, As, Cr, Fe, Mg; ; ; ;Up to 6400 ppm TREE;Deposit;very small deposit;bastnäsite, hydroxylbastnäsite‐(Nd), hydroxylbastnäsite‐(La);chromite, goethite, hematite, bauxite;calcite, chlorite, dolomite, kaolinite, quartz, talc;Upper Cretaceous;;Jurassic;;limestone;;;;;Deposit is sedimentary and originated by transport and sedimentation of laterite-derived material.;"Eliopoulos and others (2014); EURare (2017); ProMine (2013); Sadeghi and others (2014)";;;underground;No production;;;;;8.51 estimated resource;;;;;;;;;;;;;EURare (2017);Not compliant;0.000035 t TREE estimated resource;Europe +3121;4558;Aracruz; ;Santa Cruz, Barra do Riacho; ;district or area; ;Brazil;Espírito Santo;-19.899;-40.0956; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, rutile, zircon;quartz;upper Tertiary;;;;sand;Grupo Barreiras;;;Nuclebras de Monazita e Associados Ltda. (1989);;"Anstett (1986); Azevedo Branco (1984); Brasil Departamento Nacional de Produção Mineral (2001); Hedrick and Templeton (1991); Jackson and Christiansen (1993); Roskill Information Services (1988)";;;;Past byproduct producer;;;;;;0.06866 measured;;;;;;;;0.4264 measured;;;1999;Brasil Departamento Nacional de Produção Mineral (2001);Not compliant;Monazite contains 16.10% TREO.;South America +3122;8501;Birkeland;;Birkeland 3 (Tunnelen), Birkeland 4, Birkeland 2, Røykkvartsbrudd;;site;;Norway;;58.4659;7.9169;;other igneous;pegmatite;;REE, Bi, Ta;;;;;Showing;;bastnäsite-(Ce), yttrofluorite, gadolinite-(Y), monazite, rhabdophane-(Ce), euxenite-(Y), fluocerite-(Ce), xenotime-(Y), cerianite-(Ce), allanite-(Ce), tveitite-(Y), aeschynite-(Y);albite, microcline, bismite, bismuth, bismuthinite, beryl, lepidolite, tantalite, pyrophanite, bismutite, topaz;spessartine, almandine, lepidolite, muscovite;;;;;;;;;;;"Lund (2016); Mindat.org (2017); Müller and others (2017); ProMine (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3123;4592;Boa Vista;add back?; ;Catalao II;site;Nb mine;Brazil;Goiás;-18.0483;-47.8764; ;carbonatite with residual enrichment; ; ;Nb, REE; ; ; ; ;Occurrence; ;pyrochlore, monazite;apatite, pyrochlore, magnetite, hematite, vermiculite;goethite, limonite, ilmenite, mica, quartz;;;;;weathered carbonatite, phoscorite, pyroxenite, syenite, laterite;;;;Anglo American Plc;Nb, and presumably REE, are in lateritic ore.;"Anglo American (2015); Chakhmouradian and others (2015); Guimarães and Weiss (2008)";;;;No production;;;;;;;;;;;;;;;;;;;;;South America +3124;6116;Cylinder; ; ;Prungle project;district or area; ;Australia;New South Wales;-34.1419;143.0801;In Murray Basin.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Showing; ;monazite(?);zircon, rutile, ilmenite, baddeleyite;;;;;;beach sand;;;;;;"Hoatson and others (2011); New South Wales Geological Survey (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +3125;1551;Dory Pond;;;Red Wine;site;;Canada;Newfoundland and Labrador;54.1497;-62.5535;;alkaline igneous;peralkaline;;REE;;;;;Showing(?);;;;;;;;;;;;;;;Daigle (2012b);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3126;8502;Drag;;Jennyhaugen, Nedre Øyvollen, Fjellgruva, Nekkateltet, Øvre Øyvollen, Store Grønnhola, Nedre Kvartsen, Littbakkgruva, Svenskgruva, Treldebakkgruva, Øvre Lapplægeret, Nedre Lapplægeret, Bennygruva, Erlinggruva;Tysfjord-Hamarøy;district or area;;Norway;Nordland;68.0526;16.0308;Latitude-longitude is for an approximately central point of the Drag pegmatite cluster.;other igneous;NYF pegmatite cluster;;QTZ, FLD(?), Nb, Ta, REE, U;;;;;Showing;;allanite-(Ce), monazite-(Ce), yttrofluorite, bastnäsite, euxenite;quartz, fluorite, beryl, tantalite, bornite, columbite, löllingite, microlite, pharmacosiderite, pyrite, scheelite, scorodite, uraninite, wolframite;amazonite, calcite, rutile, tourmaline, clinochlore;;;Paleoproterozoic;1700–1800 Ma;gneissic granite;Tysfjord granite;;;;;"Müller (2010); Müller and others (2017); ProMine (2015); Sverdrup (1962)";;;open pit;No production;;;;;;;;;;;;;;;;;;;;;Europe +3127;8504;Elveneset;;;Tysfjord-Hamarøy, Innhavet;site;;Norway;Nordland;67.9135;15.852;Estimated location.;other igneous;pegmatite;;REE;;;;;Showing;;yttrofluorite;stilbite;albite, quartz;;;;;granite gneiss;;;;;;"Mindat.org (2017); Müller and others (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3128;1416;Enoree River;;Durbin Creek, Gilder Creek, Mountain Creek;;district or area;;United States;South Carolina;34.6884;-82.0465;Estimated location on Enoree River near mouth of Durbin Creek.;alluvial placer;;;Ti, Zr, GAR, REE;;;;;Occurrence;;monazite;ilmenite, rutile, zircon, garnet;;;;;;;;;;;;"Long and others (2010); Overstreet and others (1968)";;;;No production(?);;;;;;;;;;;;;;;;;;;;;North America +3129;8114;Evia;Euboea, Euboia; ; ;district or area;island, Ni mine;Greece;Sterea Ellada;38.6632;23.6013; ;tailings, bauxite;bauxitic laterite(?); ;Al, Ni, As, Co, Cr, Fe, Mg, Mn, REE; ; ; ; ;Occurrence; ;;chromite, goethite, hematite;calcite, chlorite, dolomite, kaolinite, quartz, talc;Upper Cretaceous;;;;"tailings (""red mud"")";;Jurassic limestone;;;REE are concentrated in the red mud waste generated by alumina production from bauxite through the Bayer process.;"EURARE (2014a); ProMine (2013)";;;Underground;No production;;;;;;;;;;;;;;;;;;;;;Europe +3130;6164;Finigans Tank; ; ;Prungle project;site(?); ;Australia;New South Wales;-34.0838;142.9708;In Murray Basin.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Showing; ;monazite(?);zircon, rutile, ilmenite, baddeleyite;;;;;;beach sand;;;;;;"Hoatson and others (2011); New South Wales Geological Survey (2017)";;;;No Production;;;;;;;;;;;;;;;;;;;;;Oceania +3131;8505;Frikstad;;Frikstad 7, Frikstad 2, Slobrekka (Frikstad 7), Tuftane (Frikstad 3), Litjern, Frikstad 5, Frikstad 1, Sm;;district or area;;Norway;;58.525;7.8963;;other igneous;pegmatite;;FLD, REE, Sc, U;;;;;Deposit;;gadolinite-(Y), allanite-(Ce), thortveitite, euxenite-(Y), monazite, davidite-(Ce), aeschynite-(Y), bastnäsite-(Ce), fergusonite-(Y), xenotime-(Y), polycrase-(Y);albite, microcline, hematite, magnetite, tantalite, columbite, quartz;biotite, fluorite, muscovite, spessartine, albite;;;;;;;;;;;"Lund (2016); Mindat.org (2017); Müller and others (2017); ProMine (2015)";;;;Producer;small producer;1906;Müller and others (2017);400 kg of gadolinite-(Y) were produced in 1906.;;;;;;;;;;;;;;;;;Europe +3132;8506;Gjerstad;;Mørkhøgda;;district or area;;Norway;;58.8728;9.0089;;other igneous;pegmatite;;FLD, Be, REE, Ta;;;;;Showing;;fergusonite-(Y), allanite-(Ce), euxenite-(Y), kainosite-(Y), monazite, xenotime-(Y);albite, microcline, beryl, microlite, zircon, columbite;quartz, tourmaline, albite, spessartine, biotite, muscovite;;;;;monzonite, syenite;;;;;;"Bjørlykke (1937); Frondel (1964); Mindat.org (2017); ProMine (2015)";;;;No production;;;;Pegmatites in this district have been mined for feldspar and beryl.;;;;;;;;;;;;;;;;;Europe +3133;1552;Green Arrow;;;Red Wine;site;;Canada;Newfoundland and Labrador;54.2168;-62.4841;;alkaline igneous;peralkaline;;REE;;;;;Showing(?);;;;;;;;;peralkaline flow;;;;;;Daigle (2012b);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3134;8507;Håkestad;Tjølling ;;;site;;Norway;;59.08;10.108;;alkaline igneous(?);granite;;GRT, REE, Ta;;;;;Showing;;bastnäsite-(Ce), gadolinite-(Ce), britholite=(Ce), tritomite-(Ce);granite, bertrandite, helvine, columbite, datolite, diaspore, magnetite, microlite, pyrochlore, wöhlerite, zircon;analcime, apatite, böhmite, apophyllite, moonstone (adularia), natrolite, pectolite, titanite;;;;;monzonite (larvikite);;;;;;"Mindat.org (2017); ProMine (2015); Sotiriou (2013)";;;;No production;;;;Active dimension stone producer.;;;;;;;;;;;;;;;;;Europe +3135;8508;Håkonhals;;;Tysfjord-Hamarøy;site;;Norway;Nordland;68.0224;15.6546;;other igneous;NYF pegmatite;;QTZ, FLD(?), REE;;;;;Showing;;yttrofluorite, allanite-(Ce), bastnäsite-(Ce), monazite-(Ce), monazite-(Y), xenotime-(Yb), gadolinite-(Y), kainosite-(Y), samarskite-(Y), xenotime-(Y);quartz, fluorite, zircon, beryl, phenakite, thorite, zircon, petscheckite, uraninite, thorite, uranophane;microcline, plagioclase, annite, muscovite;Paleoproterozoic;;Paleoproterozoic;1700–1800 Ma;gneissic granite;Tysfjord granite;;;Quartz Corp.;;"Aaroe (2017); Finland Geological Survey (2014); Müller (2010); Müller and others (2017); Sverdrup (1962)";;;;No production;;;;Active producer of quartz from the pegmatite.;;;;;;;;;;;;;;;;;Europe +3136;8509;Hella 1;Helle;;;site;;Norway;;58.5027;8.8545;;other igneous;pegmatite;;FLD, REE, Ta;;;;;Showing;;yttrotantalite-(Y), euxenite-(Y), allanite, fergusonite;albite, zircon;quartz, muscovite;;;;;;;;;;;"Mindat.org (2017); ProMine (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3137;8510;Hellemobotn;Hellmobotn;;Tysfjord-Hamarøy;intrusion or complex;;Norway;Nordland;67.8267;16.4348;;other igneous;NYF pegmatite;;REE, Nb(?), U(?);;;;;Showing;;xenotime-(Y);amazonite, quartz, albite;;Upper Devonian;~370 Ma;Paleoproterozoic;1700–1800 Ma;gneissic granite;Tysfjord granite;;;;;Müller and others (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3138;8511;Hellemobotn;;;;intrusion or complex;;Norway;Nordland;67.7898;16.578;;other igneous;mineralization in granite gneiss;;Zr, REE, U, Th, Be;;;;;Deposit;;allanite, titanite, polycrase-(Y);zircon, apatite, titanite, magnetite, thorianite;fluorite;;;Paleoproterozoic;;granite gneiss;;;;;;"Müller (2010); Müller (2011); Sedeghi and others (2014)";;;;No production;;;;;>0.6 resource;0.15;;;;;;;;;;;;Müller (2011);;;Europe +3139;8512;Herrebøkasa;Herrebrøden;;;site;;Norway;;59.1885;11.4421;;other igneous;pegmatite;;FLD, Be, Nb, REE, Ta, U;;;;;Showing;;monazite-(Ce), samarskite, xenotime-(Y), rhabdophane, samarskite;microcline, albite, fluorite, rutile, columbite-(Fe), rynersonite, beryl, triplite, bertrandite, fluorapatite, uraninite, thorite, azurite, chalcopyrite, covellite, kasolite, malachite, microlite, molybdenite, pyrite, uranophane;muscovite, quartz, anatase, antigorite, apatite, biotite, spessartine, topaz, zircon, aspedamite;;;;;;;;;;;"Cooper and others (2012); Mindat.org (2017); ProMine (2015)";;;;No production;;;;Feldspar was produced intermittently between 1932 and 1962.;;;;;;;;;;;;;;;;;Europe +3140;5144;Hongliujing; ; ; ;site; ;China;Xinjiang;41.8163;94.9729;Estimated location based on Chen and others (2002);unclassified; ; ;REE, Nb;Y; ; ; ;Occurrence; ;;;;Neoproterozoic;682 ± 28 Ma (Rb-Sr, whole rock);Neoproterozoic;;;gneissoid biotite granite;;;;;"Chen and others (2002); Li (2012)";;;;Not known;;;;;;;;;;;;;;;;;;;;;China +3141;8513;Hovåsen;Eptevann 4;;Evje-Iveland;site;;Norway;Nordland;58.523;7.9353;;other igneous;NYF pegmatite;;Be, Nb, REE;;;;;Showing;;monazite-(Ce), xenotime-(Y), gadolinite-(Y), allanite-(Ce);albite, microcline, quartz, beryl, columbite-(Mn), magnetite, tantalite, zircon, bertrandite, ;spessartine, almandine, muscovite, biotite;;;Proterozoic;;amphibolite;;;;;;"Lund (2016); Müller and others (2012); Müller and others (2017)";;;;No production;;;;Beryl has been produced in the past.;;;;;;;;;;;;;;;;;Europe +3142;8514;Hundholmen;;;Tysfjord-Hamarøy;site;;Norway;Nordland;68.1474;16.2663;The mine was 50 to 60 m deep and is today filled with seawater and serves as boat harbor;other igneous;NYF pegmatite;;FLD, QTZ, F, REE;;;;;Showing;;yttrofluorite, cerfluorite, fluocerite-(Ce), bastnäsite-(Ce), allanite-(Ce), britholite-(Y), gadolinite-(Y), thalénite-(Y), calcioancylite-(Ce), fergusonite-(Y), hundholmenite-(Y), perbøeite-(Ce), xenotime-(Y), synchysite-(Y), bastnäsite-(Nd);fluorite, albite, microcline, quartz, columbite-(Fe), thorite, arsenopyrite;annite, muscovite, biotite, hastingsite;Paleoproterozoic;1755 ± 5 Ma (U-Pb, columbite);Paleoproterozoic;1700–1800 Ma;gneissic granite;Tysfjord granite;;;;;"Aaroe (2017); Müller (2010); Müller (2011); Müller and others (2017); Nilssen (1971); ProMine (2015)";;;;No production;;;;Past producer of quartz, feldspar, and minor fluorite.;;;;;;;;;;;;;;;;;Europe +3143;8515;Hundholmen;;;Tysfjord-Hamarøy;intrusion or complex;;Norway;Nordland;68.1452;16.2679;Estimated location.;other igneous;granite;;Ti, REE;;;;;Occurrence(?);;allanite-(Ce), titanite;zircon;hastingsite, biotite;;;;;granite gneiss;;;;;;Müller (2011);;;;No production;;;;;>100 resource;0.062;;;;;;;;;;;;Müller (2011);;;Europe +3144;8516;Innhavet;;Elveneset;Tysfjord-Hamarøy;district or area;;Norway;Nordland;67.9155;15.8683;;other igneous;pegmatite;;REE;;;;;Showing;;yttrofluorite;;albite, quartz;;;;;;;;;;;"Mindat.org (2017); ProMine (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3145;8517;Jennyhaugen;;;Tysfjord-Hamarøy, Drag pegmatite cluster;site;;Norway;Nordland;68.0447;16.0368;;other igneous;NYF pegmatite;;QTZ, Nb, Ta, REE, U;;;;;Showing;;allanite-(Ce), monazite-(Ce), yttrofluorite, bastnäsite, euxenite, samarskite;quartz, fluorite, beryl, tantalite, bornite, columbite, löllingite, microlite, pharmacosiderite, pyrite, scheelite, scorodite, uraninite, wolframite;amazonite, calcite, rutile, tourmaline, clinochlore;;;Paleoproterozoic;1700–1800 Ma;gneissic granite;Tysfjord granite;;;;;"Müller and others (2017); ProMine (2015)";;;;No production;;;;Past producer of fluorite.;;;;;;;;;;;;;;;;;Europe +3146;6242;Jurien;Jurien Bay; ; ;site;historic HM mine;Australia;Western Australia;-30.3186;115.1862; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile, (leucoxene), garnet;quartz;Pleistocene;;;;beach sand;;;;;Munbinea shoreline. Heavy minerals are 0.7% monazite.;"Anstett (1986); ESCAP and ABMRGG (1988); Gardiner (1977); Geoscience Australia (2013); Hoatson and others (2011); O'Driscoll (1988); Robjohns (1990); Roskill Information Services (1988); Towner (1992)";1971;;;Past byproduct producer(?);;;;;;;;;;;;;;1.16 demonstrated;;;1973;Gardiner (1977);Not compliant;In the same publication, monazite is 1.0% of 3.44 Mt heavy mineral reserve.;Oceania +3147;8518;Kåbuland;;Kåbuland 1, Amerika, Kåbuland 2;Evje-Iveland;district or area;;Norway;Nordland;58.5296;7.915;Estimated location.;other igneous;pegmatite;;REE, Sc;;;;;Showing;;aeschynite-(Y), allanite-(Ce), bastnäsite, thortveitite, monazite-(Ce), xenotime-(Y);columbite, titano-ilmenite;spessartine, almandine, albite, microcline, quartz;;;;;;;;;;;"Heraldová (2013); Lund (2016); ProMine (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3148;6248;Karra; ; ;Prungle project;district or area; ;Australia;New South Wales;-34.1392;143.0473;In Murray Basin.;shoreline placer; ; ;Zr, Ti, REE; ; ; ; ;Showing; ;monazite(?);zircon, rutile, ilmenite, baddeleyite;;;;;;beach sand;;;;;;"Hoatson and others (2011); New South Wales Geological Survey (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +3149;7084;Kayamkulm Lake;Kayamkulam; ; ;district or area; ;India;Kerala;9.1441;76.4687;"This brackish water lagoon stretches from Panmana and Karthikapally; location is approximately in the center of the estuary area.";shoreline placer; ; ;REE, Th; ; ; ; ;Deposit; ;monazite;;;;;;;;;;;;Estuary contains 3–7.5% heavy minerals on average.;"Integrated Nuclear Fuel Cycle Information Systems (2013a); Nair (2001)";;;;Not known;;;;;;;;;;;;;;0.003 resource;0.02;;;Integrated Nuclear Fuel Cycle Information Systems (2013a);Not known;;South and Central Asia +3150;3288;Kurye-gun;Gurye-gun; ; ;district or area(?); ;South Korea;Jeollanam-do;35.2041;127.485;Estimated location.;alluvial placer; ; ;Au, REE; ; ; ; ;Showing; ;monazite;native gold;;;;;;;;;;;;Overstreet (1967);;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +3151;8519;Lagmannsvik;;Lagmannsvik;Tysfjord-Hamarøy;site;;Norway;;67.9356;15.8729;;other igneous;NYF pegmatite;;FLD, QTZ, Th, U, REE;;;;;Showing;;yttrofluorite, allanite-(Ce), xenotime-(Yb), monazite-(Ce), bastnäsite-(Ce), fluorapatite, fluorbritholite-(Y), gadolinite-(Y), hundholmenite-(Y), thalénite-(Y), kainosite-(Y);microcline, albite, quartz, thorite, apatite, zircon, fluorite;annite, muscovite;Paleoproterozoic;;Paleoproterozoic;1700–1800 Ma;gneissic granite;Tysfjord granite;;;;Pegmatite is 80 m long and 30 m wide.;"Müller (2011); Müller and others (2017); Sverdrup (1962)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3152;8520;Landås;;;Evje-Iveland;district or area;;Norway;Nordland;58.4921;7.8409;;other igneous;pegmatite;;FLD, Ta, REE;;;;;Showing;;churchite-(Y), euxenite-(Y), monazite-(Ce), samarskite-(Y), xenotime-(Y);albite, microcline, microlite, tantalite, triplite, beryl, columbite-(Fe), thorite, zircon;spessartine, almandine, topaz, muscovite;;;;;;;;;;;"Bjørlykke (1937); Lund (2016); Mindat.org (2017); ProMine (2015)";;;;No production;;;;As many as 7 feldspar quarries have been operational on the Landås farm.;;;;;;;;;;;;;;;;;Europe +3153;8521;Landsverk;;Landsverk 1, Landsverk 2, Landsverk 3;Evje-Iveland;district or area;;Norway;Nordland;58.5977;7.8575;Location is for Landsverk 1.;other igneous;pegmatite;;FLD, QTZ, Be, Nb. REE, Ta, Th, U;;;;;Showing;;thortveitite, euxenite-(Y), fergusonite-(Y), monazite-(Ce), xenotime-(Y), aeschynite-(Y), polycrase-(Y), allanite-(Ce), samarskite-(Y), gadolinite;albite, quartz, K-feldspar, beryl, betafite, columbite-(Fe), fluorite, periclase, pyrite, thorite, microlite, uraninite, titano-ilmenite, pyrophanite, fersmite, schröckingerite, zircon, magnetite;calcite, adularia, apatite, amazonite, analcime, chlorite, epidote, stilbite, stilpnomelane, muscovite,;;;Mesoproterozoic;1034 ± 2 Ma;metagabbro;Flåt-Mykleås mafic intrusion;;;;Landsverk 1 is about 150 m long and up to 25 m wide.;"Bjørlykke (1937); Lund (2016); Müller and others (2017)";;;;No production;;;;Quartz and feldspar have been produced.;;;;;;;;;;;;;;;;;Europe +3154;8522;Lauvland;Løvland ;Lauvland 1, Lauvland 2, Lauvland 3, Lauvland 4 (Brattekleiv), Lauvland 5 (Storemyr), others;Evje-Iveland;district or area;;Norway;;58.5401;7.856;Quarries on Lauvland Farm.;other igneous;pegmatite;;FLD, Be, Nb, REE, Sc, Ta, U;;;;;Showing;;allanite-(Ce), euxenite-(Y), monazite-(Ce), fergusonite-(Y), samarskite-(Y), bastnäsite, gadolinte, xenotime, aeschynite, polycrase, davidite, yttrotantalite;albite, microcline, bertrandite, beryl, columbite, chrysoberyl, betafite, microlite, tantalite, thorite, uraninite, titanite, zircon, other;quartz, amazonite, spessartine, muscovite, stilbite, other;;;;;;;;;;;"Mindat.org (2017); Müller and others (2017); ProMine (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3155;8523;Li gruve;Li;Li 2, Liheia (Li 4), Li 6;Evje-Iveland;district or area;;Norway;Nordland;58.5294;7.8527;;other igneous;pegmatite;;FLD, QTZ, REE, BE, Ta;;;;;Showing;;euxenite-(Y), gadolinite-(Y), monazite-(Ce), bastnäsite-(Ce), xenotime-(Y);albite, microcline, quartz, zircon, beryl, bertrandite, bismite, bismuthinite bismutite, microlite, tantalite-(Mn);almandine, spessartine, muscovite, biotite;;;Proterozoic;;amphibolite;;;;;Zoned pegmatite more than 1 km long and up to 25 m thick.;"Finland Geological Survey (2014); Müller and others (2012); Müller and others (2017)";;;;No production;;;;Active feldspar producer.;;;;;;;;;;;;;;;;;Europe +3156;8524;Liheia;Li 4;;Evje-Iveland, Li gruve;site;;Norway;;58.5261;7.8577;Estimated location.;other igneous;pegmatite;;FLD, QTZ, REE, Be, Ta;;;;;Showing;;allanite, bastnäsite-(Ce), gadolinite-(Y), yttrotantalite, monazite-(Ce);albite, microcline, quartz, microlite, bertrandite, beryl, bismite, bismuth, bismuthinite, tantalite, bismutite, zircon;muscovite, spessartine, topaz, calcite, fluorite;;;;;;;;;;;"Mindat.org (2017); Müller and others (2017); ProMine (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3157;3079;Makabe;; ;Tsukuba district, Makabe district(?);site; ;Japan;Ibaraki;36.2753;140.1278; ;other igneous deposit;pegmatite, granite; ;REE; ; ; ; ;Showing; ;monazite;;;;;;;;;;;;;"Ichimura (1955); Overstreet (1967)";;;;No production;;;;;;;;;;;;;;;;;;;;;East Asia +3158;8525;Nedre Lapplægret;Nedre Lapplegret;;Tysfjord-Hamarøy, Drag pegmatite cluster;site;;Norway;;68.0442;16.0037;;other igneous;NYF pegmatite;;QTZ, FLD, REE, Be;;;;;Showing;;allanite-(Ce), yttrofluorite, euxenite-(Y), bastnäsite-(Ce), perbøeite-(Ce), törnebohmite-(Ce), britholite-(Y), fluocerite-(Ce);quartz, K-feldspar, plagioclase, fluorite, phenakite, beryl, zircon, phenakite, pyrite, chalcopyrite, galena;calcite, muscovite, biotite;;;;;gneissic granite;;;;;;"Frigstad (1974); Mindat.org (2017); Müller and others (2017); ProMine (2015)";;;;No production;;;;"Produced about 30,000 t of quartz with ""insignificant"" amounts of feldspar from 1957 to 1964; quartz production on small scale resumed in 1975.";;;;;;;;;;;;;;;;;Europe +3159;8526;Nedre Øyvollen;Nedra Eivollen;;Tysfjord-Hamarøy, Drag pegmatite cluster;site;;Norway;Nordland;68.0489;16.0422;;other igneous;NYF pegmatite;;QTZ, FLD, REE;;;;;Showing;;yttrofluorite, törnebohmite-(Ce), allanite-(Ce), fergusonite-(Y), perbøeite-(Ce), bastnäsite-(Ce), britholite-(Y);microcline, plagioclase, quartz, fluorite, zircon, pyrite, pyrrhotite;annite, muscovite, biotite;Paleoproterozoic;;Paleoproterozoic;1700–1800 Ma;gneissic granite;Tysfjord granite;;;Quartz Corp.;;"Frigstad (1974); Finland Geological Survey (2014); Müller and others (2017)";;;"quarry (abandoned); underground (active)";No production;;;;"Past producer of feldspar; active producer of quartz from the pegmatite which is processed at Drag plant.";;;;;;;;;;;;;;;;;Europe +3160;7117;Nowahatu; ; ;Purulia district;site; ;India;West Bengal;23.4258;80.0533;Estimated location.;"other igneous deposit; supergene";"weathered pegmatite; residual"; ;Be, REE, Nb, Th, Zr;503–1793 ppm Y; ; ; ;Occurrence; ;allanite, bastnäsite, chevkinite;beryl;quartz, feldspar, muscovite, epidote;;;;;;;;;;"Several lensoid pegmatites are exposed in an area about 0.5 km by 1 km; pegmatites are highly weathered on the surface.";Sinha (1999);;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +3161;8527;Øvre Lapplægeret;Øvre Lapplegeret;;Tysfjord-Hamarøy, Drag pegmatite cluster;site;;Norway;Nordland;68.0438;16.0036;;other igneous;NYF pegmatite;;QTZ, FLD, REE;;;;;Showing;;yttrofluorite, bastnäsite-(Ce), allanite-(Ce), britholite-(Y), kainosite-(Y), synchysite-(Y), thalénite-(Y), cayalsite-(Y), keiviite-(Y), hundholmenite-(Y), iimoriite-(Y), synchysite-(Ce), synchysite-(Nd), rowlandite-(Y);microcline, quartz, fluorite, plagioclase, arsenopyrite;annite, muscovite, biotite;Paleoproterozoic;;Paleoproterozoic;1700–1800 Ma;gneissic granite;Tysfjord granite;;;;;"Frigstad (1974); Mindat.org (2017); Müller and others (2017); ProMine (2015)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3162;1254;Red Wine; ;includes: Pinot Rose, Cabernet, Malbec, Zinfandel, Shiraz, Merlot, Two Tom, Mann #1, Mann #2, Michelin #1, Dory Pond, Green Arrow, South Playfair;;intrusion or complex; ;Canada;Newfoundland and Labrador;54.1828;-62.4391;Latitude and longitude are estimated central location for the area. ;alkaline igneous;peralkaline; ;REE; ; ; ; ;Occurrence; ;eudialyte, joaquinite-(Ce), astrophyllite, karnasurtite-(Ce);apatite, aenigmatite, lamprophyllite, ramsayite, catapleiite, fluorite;microcline, albite, nepheline, arfvedsonite, mica, pectolite, omphacite, aegirine, riebeckite;;;;1345 ± 75 Ma, average (Rb-Sr, whole rock);syenite, gneiss;;;;Rare Earth Metals Inc.;Has been U, Zr, Be, and REE prospect. Same as Shallow Lake? Age is average of eleven whole rock samples with relic igneous textures.;"Castor (1994); Hedrick (2010); Newfoundland and Labrador Geological Survey (2015); Woolley (1987)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +3163;8528;Reinoksskardet;;;Tysfjord-Hamarøy;intrusion or complex;;Norway;Nordland;67.6847;16.2523;;other igneous;mineralization in granite gneiss;;REE, Zr, Th;;;;;Deposit;;allanite;zircon, apatite, thorite, uraninite;biotite;;;Paleoproterozoic;;granite gneiss;;;;;;Müller (2011);;;;No production;;;;;>100 resource;0.12;;;;;;;;;;;;Müller (2011);;;Europe +3164;8529;Sagåsen;;Saga 3 (Sagåsen), Saga 2, Saga 1;Langesundsfjord;district or area;;Norway;;59.044;9.8287;;other igneous;pegmatite;;DSTN, REE;;;;;Showing;;ancylite-(Ce), britholite-(Ce), bastnäsite-(Ce), monazite-(Ce), parisite-(Ce);dimension stone, leucophanite, pyrochlore, eudialyte, zircon, astrophyllite, wöhlerite, magnetite, molybdenite, others;microcline, albite, nepheline, biotite, fluorite, amphibole, magnetite, sodalite, natrolite;;;;;larvikite;;;;;;"Müller and others (2017); Sotiriou (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3165;1507;Salmon River;;Salmon Placer North, Salmon Placer South;;district or area;;United States;Idaho;45.3693;-115.5121;;alluvial placer;;;Au, Ti, Fe, REE;;;;;Showing;;monazite;ilmenite, magnetite, chromite;quartz;;;;;;;;;;;"Cater and others (1973); Long and others (2010); Overstreet (1967); Staatz and others (1980); U.S. Geological Survey (2013)";;;;No production;;;;;;;;;;;;;;;;;;;;;North America +3166;8530;Skripeland;;Skripeland 1, Skripeland 2;Evje-Iveland;district or area;;Norway;;58.4873;7.8614;;other igneous;pegmatite;;FLD, Ta, REE;;;;;Showing;;rhabdophane-(Ce), polycrase-(Y);albite, microcline, tantalite, beryl;quartz, spessartine, topaz, biotite, muscovite;;;;;;;;;;;"Mindat.org (2017); Müller and others (2017); ProMine (2015)";;;;No production;;;;Past producer of feldspar.;;;;;;;;;;;;;;;;;Europe +3167;8531;Slobrekka;Frikstad 7;;Evje-Iveland, Frikstad group;site;;Norway;Nordland;58.5232;7.9041;;other igneous;NYF pegmatite;;QTZ, FLD, REE, Sc, U;;;;;Deposit;very small deposit;gadolinite-(Y), aeschynite-(Y), allanite-(Ce), euxenite-(Y), bastnäsite-(Ce), fergusonite-(Y), polycrase-(Y), xenotime-(Y), davidite-(Ce);albite, microcline, quartz, columbite-(Fe), ilmenite, magnetite, zircon;muscovite, biotite, spessartine, topaz, apatite ;;;Proterozoic;;amphibolite;;;;;Pegmatite is 250 m long and up to 12 m thick.;"Lund (2016); Mindat.org (2017); Müller and others (2012); Müller and others (2017); ProMine (2013)";;;;Past producer;Small past producer of gadolinite and aeschynite.;;;Past production of quartz and feldspar. It has been reported that 2 tons of gadolinite and several hundred kilograms of aeschynite have been produced from this local.;;;;;;;;;;;;;;;;;Europe +3168;8532;Solås;;;Evje-Iveland;site;;Norway;Nordland;58.4902;7.9208;;other igneous;pegmatite dike, muscovite rare-metal pegmatite;;Ta, REE;;;;;Showing;;yttrotantalite-(Y), allanite-(Ce), monazite-(Ce), aeschynite-(Y), fergusonite-(Y), polycrase-(Y), xenotime-(Y), samarskite-(Y), hellandite-(Y), bästnasite;tantalite, beryl, magnetite, fluorite, microlite, columbite, ilmenite, tourmaline, zircon, galena, rutile;quartz, albite, microcline, muscovite, biotite, garnet, topaz, amazonite, chlorite, hematite, calcite;;;Proterozoic;;amphibolite;;;;;"Solås pegmatite is 200 m long and 5 m thick; there is a secondary pegmatite is about 10 m above Solås pegmatite.";"Lund (2016); Müller and others (2012); Müller and others (2017); ProMine (2015)";;;;No production;;;;This is a mineral collectors site.;;;;;;;;;;;;;;;;;Europe +3169;1553;South Playfair;;;Red Wine;site;;Canada;Newfoundland and Labrador;54.0135;-62.6291;;alkaline igneous;peralkaline;;REE;;;;;Showing(?);;;;;;;;;peralkaline intrusion;;;;;;Daigle (2012b);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3170;8533;Spro;;;;site;;Norway;;59.766;10.5869;;other igneous;pegmatite;;FLD, QTZ, Be, Nb, REE, Ta;;;;;Showing;;monazite, samarskite-(Y), bastnäsite, euxenite-(Y);microcline, quartz, albite, beryl, bertrandite, columbite, microlite, zircon, thorite, anatase, galena, hydrocerussite, malachite, pyrite;calcite, gypsum, muscovite, quartz, fluorite, tourmaline;;;;;;;;;;;"Mindat.org (2017); ProMine (2015); Raade (1965)";;;;No production;;1890–1920, WWII;;Past producer of feldspar and quartz(?).;;;;;;;;;;;;;;;;;Europe +3171;8534;Steli;;;Evje-Iveland;site;;Norway;Nordland;58.4046;7.877;;other igneous;NYF pegmatite;;FLD, QTZ, MICA, REE;;;;;Showing;;monazite-(Ce), euxenite-(Y), allanite-(Ce), samarskite-(Y), xenotime-(Y);albite, microcline, quartz, muscovite, columbite-(Fe), almandine, magnetite, bertrandite;biotite;Neoproterozoic;910.2±7.11 Ma (207Pb/206Pb, columbite);;;migmatitic gneiss;;;;;;"Lund (2016); Müller and others (2012); Müller and others (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3172;8535;Stetind;;;Tysfjord-Hamarøy;site;;Norway;Nordland;68.1737;16.5544;;other igneous;NYF pegmatite;lens;FLD, QTZ, REE, U;;;;;Showing;;yttrofluorite, allanite-(Ce), allanite-(Y), bastnäsite-(Ce), bastnäsite-(Nd), hundholmenite-(Y), synchysite-(Y), thalénite-(Y), alnaperbøeite-(Ce), schlüterite-(Y), törnebohmite-(Ce), others;microcline, quartz, fluorite, albite, uraninite, thorite, uranophane, microlite, zircon, beryl;annite, muscovite, hematite, chabazite, muscovite;Paleoproterozoic;;Paleoproterozoic;1700–1800 Ma;gneissic granite;Tysfjord granite;;;;Vertical lens-shaped body 80 m long and up to 15 m wide parallel to foliation in host granite.;"Aaroe(2017); Müller and others (2017); ProMine (2015";;;;No production;;;;Past producer of quartz and feldspar.;;;;;;;;;;;;;;;;;Europe +3173;7303;Taybagar;Taibogar, Tajbagar; ; ;site;historic U mine;Kazakhstan;Aqtöbe oblysy;43.67;52.34; ;phosphorite;phosphorite; ;U, P, REE, Sc, Th; ; ; ; ;Showing; ;;;;upper Oligocene;;Oligocene–Miocene;;clay, bioclastic phosphorite;Maikoi Formation—Rybnay subformation;;;;U-Th, etc., in marine clay with bone detritus.;"Abakumov (1995); International Atomic Energy Agency (2009); Rundkvist and others (2001); Sharkov (2000); Dahlkamp (2009)";1953-54;;;No production;;;;Past producer of U.;;;;;;;;;;;;;;;;;South and Central Asia +3174;8536;Tennvatn;;;Tysfjord-Hamarøy;site;;Norway;Nordland;67.7568;15.9776;;other igneous;NYF pegmatite;;GEM, REE, Ta, Be;;;;;Showing;;chernovite-(Y), hingganite-(Y), xenotime-(Y), allanite-(Ce), bastnäsite-(Ce), fergusonite-(Y), monazite-(Ce), others;amazonite, asbecasite, bismutite, cosalite, fluorite, thorite, zircon, anglesite, tantalite, apatite, beryl, galena, others;quartz, albite, microcline, biotite, tourmaline, muscovite, hematite, annite, almandine, clinochlore;Upper Devonian;~370 Ma;Paleoproterozoic;1700–1800 Ma;gneissic granite;Tysfjord granite;;;;;"Müller (2010); Müller and others (2017); ProMine (2015";;;;No production;;;;Exploited for amazonite in the 1960's;;;;;;;;;;;;;;;;;Europe +3175;3352;Thap Sakae;Prachuap Khiri Khan, Amphoe Thap Sakae, Tap Sakae;Harn Karnchanamethakul, Wisetnukulkit I, Wisetnukulkit II, Chaikit, Prachua; ;district or area;area;Thailand;Prachuap Khiri Khan;11.5011;99.5468;"Estimated location; at least 5 placer operations in this area.";"alluvial placer; other igneous deposit";placers, pegmatites; ;Sn, Ta, Nb, Zr, Ti, REE, TOUR, GAR; ; ; ; ;Deposit;small deposit;monazite, xenotime;cassiterite, zircon, ilmenite, rutile, columbite-tantalite;garnet, tourmaline;;;;;alluvial sediment;;;;Sakorn Minerals Co. Ltd.;;Pungrassami and Sanguansai (1991);;;;Byproduct producer;Byproduct production has been intermittent.;;;;;;;;;;;0.0000078 xenotime reserve;;0.0000651 reserve;;;;Pungrassami and Sanguansai (1991);Not compliant;;East Asia +3176;8537;Tiltvika;;;Tysfjord-Hamarøy;site;;Norway;Nordland;68.1987;15.8869;Estimated location.;other igneous;NYF pegmatite;;REE;;;;;Showing;;yttrofluorite, allanite-(Ce), fergusonite-(Y), petscheckite;microcline, quartz, columbite-(Fe), magnetite, pyrochlore, fluorite, plagioclase;annite, muscovite, almandine, biotite;Paleoproterozoic;1772 Ma (U-Pb, columbite);Paleoproterozoic;1700–1800 Ma;gneissic granite;Tysfjord granite;;;;;"Müller and others (2017); Tomašić and others (2004)";;;;No production;;;;Exploited for amazonite in the 1960's;;;;;;;;;;;;;;;;;Europe +3177;8538;Tjeldøya;Tjeldøy;;Tysfjord-Hamarøy;site;;Norway;;68.4598;16.2124;Estimated location.;other igneous;NYF pegmatite;;GEM, Be, REE;;;;;Showing;;xenotime-(Y), arsenoflorencite-(Ce);amazonite, beryl, microlite;quartz, microcline, muscovite, albite;Upper Devonian;~370 Ma;Paleoproterozoic;1700–1800 Ma;gneissic granite;Tysfjord granite;;;;;"Mindat.org (2017); Müller and others (2017)";;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3178;8211;Tuftane;Frikstad 3; ;Evje-Iveland, Frikstad group;site(?); ;Norway;Vest-Agder;58.5244;7.8978; ;other igneous deposit;pegmatite; ;FLD, REE, Sc, Be, Li, Ta, U; ; ; ; ;Occurrence; ;gadolinite-(Y), euxenite-(Y), allanite, aeschynite-(Y), davidite-(Ce), xenotime-(Y), bastnäsite, yttrotantalite-(Y), yttrofluorite, yttropyrochlore, monazite, samarskite, churchite-(Y), rhabdophane;albite, microcline, thortveitite, bertrandite, beryl, phenakite, zinnwaldite, pyrochlore, tantalite, uraninite, bismuthinite, ilmenite, chrysoberyl, columbite, euclase, polylithionite-trilithionite, magnetite, molybdenite, pentlandite, titanite, zircon, others;apatite, biotite, quartz, garnet, muscovite, plagioclase, prehnite, rutile, spessartine, topaz;;;;;pegmatite, amphibolite;;;;;;"Lund (2016); Mindat.org (2017); ProMine (2013)";;;;Past producer;;;;Produced small amounts of thortveitite, gadolinite-(Y), and euxenite-(Y). At one point produced feldspar.;;;;;;;;;;;;;;;;;Europe +3179;4124;Tundulu;Nanthace Hill, Nathace Hill;; ;intrusion or complex; ;Malawi;Phalombe;-15.5393;35.8071;Location is on Nathace Hill.;carbonatite; ;veins;P, Nb, Ba, REE, Ta;Eu, Y; ; ; ;Deposit; ;apatite, bastnäsite, synchysite, parisite, florencite, rare monazite;apatite, pyrochlore, anatase, siderite, strontianite, barite, magnetite;quartz, calcite, dolomite, aegirine, biotite, feldspar;Upper Jurassic–Lower Cretaceous(?);133 ± 7 Ma (K-Ar, biotite, sövite);Upper Jurassic-Lower Cretaceous;;"sideritic carbonatite, apatite carbonatite; nepheline syenite, ijolite, agglomerate";;feldspathic breccia, agglomerate, syenite, fenitized country rocks;hydrothermal;;"There are three mineralized zones, more than 10 m thick, that occur within the apatite and carbonatite; REE mineralization is in hydrothermal quartz-barite veins in carbonatite.";"Gupta and Krishnamurthy (2005); Malunga and others (1991); Ngwenya (1994); Wall and Mariano (1996); Woolley (2001)";;;;No production;;;;;0.6 estimate;;1.7;;;;;;;;;;;Gupta and Krishnamurthy (2005);Not compliant;Resource is to depth of 50 m.;Africa +3180;1298;Two Tom; ; ;part of Red Wine;intrusion or complex(?); ;Canada;Newfoundland and Labrador;54.2151;-62.1481; ;alkaline igneous;peralkaline igneous; ;Nb, Be, REE;"HREE are 0.075% of TREE; DY2O3 is 0.008% of TREO(?)";Nd2O3 is 0.188% of TREO(?); ; ;Deposit; ;;monazite;;;;;;;;;;Rare Earth Metals Inc.;;"Daigle (2012a); Daigle (2012b)";;;;No production;;;;;40.635 inferred;;1.182;;0.6;;;;;;;0.26% Nb2O5, 0.18% BeO, 0.06% ThO2;;Daigle (2012b);NI 43-101 compliant;;North America +3181;8540;Tysfjord-Hamarøy;;Håkonhals, Hellemobotn, Hundholmen, Jennyhaugen, Nedre Øyvollen, Stetind, Tennvatn, Tiltvika, Tjeldøya;;district or area;;Norway;Nordland;68.136;16.064;General location for the district.;other igneous;NYF pegmatites;;FLD, QTZ, F, SDG, REE;;;;;Showing;;allanite-(Ce), fergusonite-(Y), allanite-(Y), yttrofluorite, monazite-(Ce), bastnäsite-(Nd), fluocerite-(Ce), fluorbritholite-(Y), polycrase-(Y), parisite-(Ce), xenotime-(Yb), xenotime-(Y), calcioancylite-(Nd), keiviite-(Yb), thalénite-(Y), others;feldspar, quartz, fluorite, amazonite, gravel, columbite-(Fe), beryl, sulfides;;Paleoproterozoic, Upper Devonian;;Paleoproterozoic;1700–1800 Ma;gneissic granite;Tysfjord granite;;;;;Müller and others (2017);;;;No production;;;;;;;;;;;;;;;;;;;;;Europe +3182;7156;Ukma; ; ;Bihar Mica Belt;site; ;India;Jharkhand;23.95;80.05436;Estimated location west of Ukma village.;"other igneous deposit; supergene";"weathered pegmatite; residual"; ;Be, REE;Up to 7895 ppm Y; ; ; ;Occurrence; ;allanite, bastnäsite;beryl, magnetite;quartz, feldspar, muscovite, epidote;;;;;;;;;;"Several lensoid pegmatites are exposed in an area of a few hundred square meters; pegmatites are highly weathered on the surface.";Sinha (1999);;;;No production(?);;;;;;;;;;;;;;;;;;;;;South and Central Asia +3183;8539;Undeland;;Undeland 1, Undeland 2, Undeland 3, Undeland, 4, Undeland 5, Undeland 6, Undeland 7, Undeland 8, Undeland 9, others;Evje-Iveland;district or area;;Norway;Nordland;58.5861;7.9012;;other igneous;pegmatite;;FLD, REE, Be, Sc;;;;;Showing;;microcline, albite, euxenite-(Y), gadolinite-(Y), monazite-(Ce), bastnäsite-(Ce), xenotime-(Y);beryl, thortveitite, ilmenite, zircon, titano-ilmenite, zircon, rutile, magnetite, thorite;quartz, biotite, muscovite, hematite, schorl;;;;;;;;;;;"Mindat.org (2017); ProMine (2015)";;;;No production;;;;Past producer of feldspar.;;;;;;;;;;;;;;;;;Europe +3184;6471;"Watchem ""A"" Strand"; ; ;St. Arnaud project;district or area; ;Australia;Victoria;-36.073;142.9517; ;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Occurrence; ;;rutile, ilmenite, zircon, leucoxene;;;;;;beach sand;;;;;;"Geoscience Australia (2013); Hoatson and others (2011)";;;;No production;;;;;;;;;;;;;;;;;;;;;Oceania +3185;5430;Xitou; ; ; ;district or area; ;China;Guangdong;22.0414;112.7596;Estimated location near town of Xitou;shoreline placer; ; ;Ti, Zr, REE; ; ; ; ;Deposit; ;monazite;ilmenite, zircon, rutile;;;;;;;;;;State-owned;Deposit and processing plant.;"ESCAP and ABMRGG (1988); Hedrick and Templeton (1991); Zhang (2014)";;;;Byproduct producer;;;;;;;;;;;;;;;;;;;;;China diff --git a/your-project/Mining in the past per Country.jpg b/your-project/Mining in the past per Country.jpg new file mode 100644 index 0000000..392f4db Binary files /dev/null and b/your-project/Mining in the past per Country.jpg differ diff --git a/your-project/Mining per Country.jpg b/your-project/Mining per Country.jpg new file mode 100644 index 0000000..161749d Binary files /dev/null and b/your-project/Mining per Country.jpg differ diff --git a/your-project/Occurrence per Country.jpg b/your-project/Occurrence per Country.jpg new file mode 100644 index 0000000..80ab0a7 Binary files /dev/null and b/your-project/Occurrence per Country.jpg differ diff --git a/your-project/Occurrence_vs_Budget.jpg b/your-project/Occurrence_vs_Budget.jpg new file mode 100644 index 0000000..8aaf267 Binary files /dev/null and b/your-project/Occurrence_vs_Budget.jpg differ diff --git a/your-project/Private_Space_Companies_for_Research.jpg b/your-project/Private_Space_Companies_for_Research.jpg new file mode 100644 index 0000000..cc358db Binary files /dev/null and b/your-project/Private_Space_Companies_for_Research.jpg differ diff --git a/your-project/Private_Space_Companies_with_launchers.jpg b/your-project/Private_Space_Companies_with_launchers.jpg new file mode 100644 index 0000000..1ee586f Binary files /dev/null and b/your-project/Private_Space_Companies_with_launchers.jpg differ diff --git a/your-project/README.md b/your-project/README.md index 0c5c97c..6a32933 100644 --- a/your-project/README.md +++ b/your-project/README.md @@ -1,13 +1,13 @@ Ironhack Logo -# Title of My Project -*[Your Name]* +# Will my next phone be from space? +*Linda Ritter* -*[Your Cohort, Campus & Date]* +*Data Squad 21, Lisbon 13.09.2019* ## Content - [Project Description](#project-description) -- [Hypotheses / Questions](#hypotheses-/-questions) +- [Questions](#hypotheses-/-questions) - [Dataset](#dataset) - [Workflow](#workflow) - [Organization](#organization) @@ -16,35 +16,72 @@ ## Project Description -Write a short description of your project: 3-5 sentences about what your project is about, why you chose this topic (if relevant), and what you are trying to show. +The idea behind the question „will my next phone be from space?“ was arised from my admiration regarding Elon Musk, (co-) founder of Paypal, Tesla, SpaceX and many more. His madness about establishing a human colony on Mars arouse my interest in space. But also the debate regarding the availability and sustainability of rare earth which is necessary for all this great technologies we are using, e.g. phones, TV-screens, solar panels and much more. -## Hypotheses / Questions -What are the questions you would like to answer with your project? Write your hypotheses here. +## Questions + +1. Analyse the occurrence of rare earth in the world and if there are any associated conflicts + +2. Did the race to space already started? + +3. Is there any governmental effort for space mining? + ## Dataset -Where did you get your data? What dataset did you use or did you build your own datset? If so, did you use an API? Did you scrape a web? Provide links to the data if available. +U.S. Geological Survey Database | CSV + +https://www.sciencebase.gov/catalog/ + +List of private space companies | Web Scraping | HTML + +https://en.wikipedia.org/wiki/List_of_private_spaceflight_companies + +Budget of each government space programs | Web Scraping | HTML + +https://en.wikipedia.org/wiki/List_of_government_space_agencies [Dataset]() ## Workflow -Outline the workflow you used in your project. What were the steps you went through? +Find an interesting topic + +Data research + +Data cleaning + +Data analysing + +Data visualization + +Creating a presentation and report with outcome ## Organization -How did you organize yourself? Did you use any tools? +For organization I used Trello. ## Links -Include the links to your repository, slides and trello. Feel free to include any other links associated to your project. -[Repository](https://github.com/) -[Slides](https://slides.com/) -[Trello](https://trello.com/en) \ No newline at end of file +[Repository](https://github.com/LindaRit/Project-Week-4/edit/master/your-project) + +[Source | Rare earth occurrence](https://www.sciencebase.gov/catalog/) + +[Source | Space mining](https://pubs.usgs.gov/of/2017/1041/ofr20171041.pdf) + +[Source | race-to-space](https://www.forbes.com/sites/cognitiveworld/2019/05/13/the-race-to-mine-space/#231992a91a70) + +[Source | private space companies](https://en.wikipedia.org/wiki/List_of_private_spaceflight_companies) + +[Source | government space agencies](https://en.wikipedia.org/wiki/List_of_government_space_agencies) + +[Source | NASA Mission](https://www.nasa.gov/directorates/spacetech/niac/2019_Phase_I_Phase_II/Mini_Bee_Prototype/) + +[Trello](https://trello.com/b/n6Pqk9TE/project-4) diff --git a/your-project/REE Database.ipynb b/your-project/REE Database.ipynb new file mode 100644 index 0000000..c827e2c --- /dev/null +++ b/your-project/REE Database.ipynb @@ -0,0 +1,2565 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Rare earth Datasource" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['OBJECTID', 'ID_No', 'Name', 'Name_Other', 'Components', 'Part_of',\n", + " 'Rec_Type', 'Rec_Note', 'Country', 'State_Prov', 'Latitude',\n", + " 'Longitude', 'Loc_Note', 'Dep_Type', 'Dep_Note', 'Dep_Form', 'Commods',\n", + " 'HREE_Note', 'LREE_Note', 'REE_Ratio', 'REE', 'Status', 'Stat_Note',\n", + " 'REE_Mins', 'Sig_Mins', 'Oth_Mins', 'Age_Mzn', 'Age_Ma', 'Host_Age',\n", + " 'HAge_Ma', 'Host_Lith', 'Host_Unit', 'Assoc_Rock', 'Alteration',\n", + " 'Company', 'Comments', 'Ref_List', 'Discov_Yr', 'Expl_Note',\n", + " 'Mine_Meth', 'P_Status', 'PStat_Note', 'P_Years', 'P_refs', 'P_Note',\n", + " 'RR_Ore_Mt', 'RR_TREO_Mt', 'RR_TREOgrd', 'RR_REE_grd', 'RR_Cutoff',\n", + " 'RR_HM_Mt', 'RR_HM_pct', 'RR_min_Mt', 'RR_min_pct', 'RR_mon_Mt',\n", + " 'RR_mon_pct', 'RR_oth_grd', 'RR_Yr_Est', 'RR_Refs', 'RR_RegCode',\n", + " 'RR_Note', 'Region'],\n", + " dtype='object')" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "ree = pd.read_csv(\"Global_REE_occurrence_database.csv\", sep=';')\n", + "ree.columns\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Clean Data with all columns with more than 2000 NaN" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Byproduct producer',\n", + " 'Byproduct producer(?)',\n", + " 'No Production',\n", + " 'No produciton(?)',\n", + " 'No production',\n", + " 'No production(?)',\n", + " 'Not known',\n", + " 'Past byproduct producer',\n", + " 'Past byproduct producer(?)',\n", + " 'Past producer',\n", + " 'Past producer(?)',\n", + " 'Producer',\n", + " 'Producer(?)'}" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ree_isnull = ree.isnull().sum()\n", + "ree_cols = ree_isnull[ree_isnull > 2000].index\n", + "ree_drop = ree.drop(ree_cols, axis = 1)\n", + "set(ree_drop[\"P_Status\"])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# unify the fillings in column P_Status\n", + "\n", + "ree_drop[\"P_Status\"]= [\"Byproduct producer\" if (ree_drop[\"P_Status\"][i] == 'Byproduct producer(?)') | (ree_drop[\"P_Status\"][i] == 'Byproduct producer') \n", + " else \"No Production\" if (ree_drop[\"P_Status\"][i] == 'No produciton(?)') | (ree_drop[\"P_Status\"][i] == 'No production') | (ree_drop[\"P_Status\"][i] == 'No production(?)')\n", + " else \"Past byproduct producer\" if (ree_drop[\"P_Status\"][i] == 'Past byproduct producer') | (ree_drop[\"P_Status\"][i] == 'Past byproduct producer(?)')\n", + " else 'Past producer' if (ree_drop[\"P_Status\"][i] == 'Past producer') | (ree_drop[\"P_Status\"][i] == 'Past producer(?)')\n", + " else \"Producer\" if (ree_drop[\"P_Status\"][i] == 'Producer') | (ree_drop[\"P_Status\"][i] == 'Producer(?)')\n", + " else \"Not known\" for i in range(len(ree_drop[\"P_Status\"]))]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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OBJECTIDID_NoNameName_OtherComponentsPart_ofRec_TypeRec_NoteCountryState_Prov...REEStatusStat_NoteREE_MinsSig_MinsOth_MinsHost_LithRef_ListP_StatusRegion
014190Abenabintrusion or complexNamibiaOtjozondjupa...0.64-2.22% TREEOccurrence(?)NaNNaNclaycarbonatite, clayAvonlea Minerals Ltd. (2011); SNL Metals & Min...No ProductionAfrica
124050Abu KhruqGabal Abu Khruqintrusion or complexEgyptAl Bahr al Ahmar...Occurrenceparisite, bastnäsiteilmenite, apatite, zircon, pyrochlore, fluorit...nepheline, cancrinite, calcite, analcime, natr...moderately to strongly hematized nepheline sye...Abdalla (2006); Woolley (2001)No ProductionAfrica
234052Abu TartarAbu Tartour, Abu Tartor, Abu Tartursiteactive P mineEgyptAl Wadi al Jadid...519–1139 ppm (ave. 879)OccurrenceNaNcarbonate-rich fluorapatite, carbonate-rich ap...calcite, dolomite, quartz, gypsum, glauconite,...phosphorite, mudstone, sandstoneAhmed (2003); Awadalla (2010); British Sulphur...No ProductionAfrica
344126Adiounedjintrusion or complexMaliKidal...Occurrencesynchysitefluorite, titanite, apatite, barite, pyrochlorequartz, calcite, Fe-oxides, cancrinite, sodali...fenite, rodbergite, syenite, carbonatiteLiégeois and others (1991); Sauvage and Savard...No ProductionAfrica
454191Agate Mountainintrusion or complexNamibiaKunene...OccurrencebastnäsitefluoriteNaNbeforsitic carbonatite, breccia, feniteMcManus and Schneider (1994); Woolley (2001)No ProductionAfrica
564135Aghrachaincludes Awhifrite, Lacharyit sectorsintrusion or complexMoroccoOued ed Dahab-Lagouira...ShowingmonazitecarnotiteNaNmagnetite carbonatiteMorocco ONHYM (2015a)No ProductionAfrica
674034Akongointrusion or complexCameroonCentre...Occurrenceflorencite, rhabdophane, zircon, titanite, all...hematite, magnetitekaolinite, halloysite, goethite, microclinelaterite, saprolite, ferricreteBraun and others (1990); Woolley (2001)No ProductionAfrica
784136Al FarnanGleyb Al Farnanintrusion or complexMoroccoOued ed Dahab-Lagouira...OccurrenceNaNiron oxideNaNdolomitic carbonatite, iron oxide brecciaMorocco ONHYM (2011, 2015b)No ProductionAfrica
894144Alto Ligonhaincludes Boa Esperanca, Enluma I, Guilherme, J...district or areapegmatite fieldMozambiqueZambézia...~1.7% monazite in HMDepositeuxenite-(Y), monazite, fergusonite, samarskit...columbite, tantalite, pollucite, tourmaline, b...quartz, feldspar, kaolinite, micaNaNCílek (1989); Eberle and others (2012); Melche...Past producerAfrica
9104086AmbalihaTRE projectsiteMadagascarAntsiranana...Occurrencesynchysite-(Ce), parisite-(Ce), monazite, gaga...pyrochlore, zircon, columbite, baddeleyite, fl...NaNweathered eudialyte granite, granite, skarnEstrade and others (2014); Gilbertson and othe...No ProductionAfrica
10114087Ambatofinandrahanaintrusion or complexMadagascarFianarantsoa...Depositbastnäsite, monaziteNaNNaNnepheline syenite dikesNeary and Highley (1984); Woolley (2001)Past producerAfrica
11124192AmisBrandbergintrusion or complexNamibiaErongo...Occurrenceyttrofluorite, monazite, xenotime, allanite, c...fluorite, U-pyrochlore, zirconarfvedsonite, aegirine, quartz, riebeckite, as...fenitized peralkaline arfvedsonite-aegirine gr...McManus and Schneider (1994); Woolley (2001)No ProductionAfrica
12134088AmpasiibitikaAmbohimirahavavyTRE projectsiteMadagascarAntsiranana...Depositpyrochlore, eudialyte, monazite-(Ce), chevkini...pyrochlore, zircon, columbite, baddeleyite, fl...quartz, feldspar, aegirine, arfvedsonite, amph...eudialyte granite, granite, skarn, syenite, tr...Estrade and others (2014); Gilbertson and othe...No ProductionAfrica
13144127Anezroufintrusion or complexMaliKidal...Occurrencepyrochlore, wöhleriteapatite, titanite, fluorite, zircon, pyritesodalite, cancrinite, aegirine, augite, calcit...nepheline syenite, ijolite, carbonatite, phono...Liégeois and others (1991); Sauvage and Savard...No ProductionAfrica
14154145AngocheCongolone, Marruadistrict or areaMozambiqueNampula...Depositmonaziteilmenite, zircon, rutile, magnetiteNaNbeach sandCílek (1989); Kenmare Resources plc (2013); Ro...Not knownAfrica
15164193Arisintrusion or complexNamibiaKhomas...Showingmonazite, eudialytesphalerite, apophyllite, makatiteNaNphonoliteWoolley (2001)No ProductionAfrica
16174001Atakorintrusion or complexAlgeriaTamanghasset...Showinglåvenite, mosandrite, eudialyte, rosenbuschite(?)NaNfeldspar, nepheline, analcime, haüyne, pyroxen...agpaitic phonoliteWoolley (2001)No ProductionAfrica
17184005Bailundointrusion or complexAngolaHuambo...Occurrencebastnäsite, parisite, synchysite, RE phosphatesmagnetite, apatite, barite, pyrochlore, hollan...calcite, dolomite, ankeritecalcite carbonatite, phoscorite, feniteAlberti and others (1999); Filho and others (1...No ProductionAfrica
18194211Bankeintrusion or complexNigeriaKaduna...Showingallanitehedenbergite, zircon, fluoritefeldspar, quartz, arfvedsoniteignimbriteWoolley (2001)No ProductionAfrica
19204090BefitinaNaNTRE projectsiteMadagascarAntsiranana...DepositNaNbaddeleyiteNaNweathered graniteGilbertson and others (2011); Pittuck (2013)No ProductionAfrica
20214146Beiradistrict or areaMozambiqueSofala...Occurrence(?)monaziteilmenite, rutile, zirconNaNbeach sandCílek (1989)No ProductionAfrica
21224091BeravinaAmbatofotsysiteMadagascarMahajanga...Showingmonazitezircon, magnetite, ilmenite, titanitemicrocline, quartz, pyritemigmatite—hornblende gneiss, rhyoliteAustral Resources Limited (2013)No ProductionAfrica
22234093BezavonaAmpasindava areaintrusion or complexMadagascarAntsiranana...Occurrencerinkite, mosandrite, eudialyteNaNastrophyllite, arfvedsonite, aenigmatite, biotitenepheline syenite, phonolite, nordmarkite, the...Woolley (2001)No ProductionAfrica
23244294BikitaMdaradistrict or areaZimbabweMasvingo...OccurrenceNaNNaNNaNNaNTaylor and others (2005)No ProductionAfrica
24254295BindurasiteZimbabweMashonaland Central...ShowingNaNNaNNaNNaNde Kun (1987)No ProductionAfrica
25264041BingoBinguintrusion or complexDemocratic Republic of the CongoNord-Kivu...OccurrenceNaNmagnetite, apatite, pyrochlore, titanite, andr...calcite, wollastonite, biotite, sodic amphibol...carbonatite, nepheline syenite, feniteWoolley (2001)No ProductionAfrica
26274147Boa EsperançaRibaué pegmatite fieldRibaué pegmatite fieldsitehistoric pegmatite mineMozambiqueNampula...Occurrence(?)samarskite, polycrase-(Y), pyrochlore, monazit...zircon, columbite(?)quartz, microcline, muscoviteNaNCílek (1989); Hains and Mounde (2010)Past producerAfrica
27284130Bofal-LoubboiraWadi Guellouardistrict or area(?)MauritaniaBrakna...OccurrenceNaNNaNNaNlimestone; clay; red sandstonesBoujo and Jiddou (1989); de Kun (1987)No ProductionAfrica
28294006Bongaintrusion or complexAngolaHuíla...Occurrenceparisite, synchysiteapatite, pyrite, barite, pyrochlore, magnetite...garnet, calcite, ankerite-dolomite, biotitecarbonatite, feniteAlberti and others (1999); Coltorti and others...No ProductionAfrica
29304223Booramasite(?)SomaliaAwdal...OccurrencepyrochlorepyrochloreNaNNaNArab Organisation for Mineral Resources (1987)No ProductionAfrica
..................................................................
308431568524LiheiaLi 4NaNEvje-Iveland, Li gruvesiteNaNNorwayNaN...NaNShowingNaNallanite, bastnäsite-(Ce), gadolinite-(Y), ytt...albite, microcline, quartz, microlite, bertran...muscovite, spessartine, topaz, calcite, fluoriteNaNMindat.org (2017); Müller and others (2017); P...No ProductionEurope
308531573079MakabeNaNTsukuba district, Makabe district(?)siteJapanIbaraki...ShowingmonaziteNaNNaNNaNIchimura (1955); Overstreet (1967)No ProductionEast Asia
308631588525Nedre LapplægretNedre LapplegretNaNTysfjord-Hamarøy, Drag pegmatite clustersiteNaNNorwayNaN...NaNShowingNaNallanite-(Ce), yttrofluorite, euxenite-(Y), ba...quartz, K-feldspar, plagioclase, fluorite, phe...calcite, muscovite, biotitegneissic graniteFrigstad (1974); Mindat.org (2017); Müller and...No ProductionEurope
308731598526Nedre ØyvollenNedra EivollenNaNTysfjord-Hamarøy, Drag pegmatite clustersiteNaNNorwayNordland...NaNShowingNaNyttrofluorite, törnebohmite-(Ce), allanite-(Ce...microcline, plagioclase, quartz, fluorite, zir...annite, muscovite, biotitegneissic graniteFrigstad (1974); Finland Geological Survey (20...No ProductionEurope
308831607117NowahatuPurulia districtsiteIndiaWest Bengal...Occurrenceallanite, bastnäsite, chevkiniteberylquartz, feldspar, muscovite, epidoteNaNSinha (1999)No ProductionSouth and Central Asia
308931618527Øvre LapplægeretØvre LapplegeretNaNTysfjord-Hamarøy, Drag pegmatite clustersiteNaNNorwayNordland...NaNShowingNaNyttrofluorite, bastnäsite-(Ce), allanite-(Ce),...microcline, quartz, fluorite, plagioclase, ars...annite, muscovite, biotitegneissic graniteFrigstad (1974); Mindat.org (2017); Müller and...No ProductionEurope
309031621254Red Wineincludes: Pinot Rose, Cabernet, Malbec, Zinfan...NaNintrusion or complexCanadaNewfoundland and Labrador...Occurrenceeudialyte, joaquinite-(Ce), astrophyllite, kar...apatite, aenigmatite, lamprophyllite, ramsayit...microcline, albite, nepheline, arfvedsonite, m...syenite, gneissCastor (1994); Hedrick (2010); Newfoundland an...No ProductionNorth America
309131638528ReinoksskardetNaNNaNTysfjord-Hamarøyintrusion or complexNaNNorwayNordland...NaNDepositNaNallanitezircon, apatite, thorite, uraninitebiotitegranite gneissMüller (2011)No ProductionEurope
309231648529SagåsenNaNSaga 3 (Sagåsen), Saga 2, Saga 1Langesundsfjorddistrict or areaNaNNorwayNaN...NaNShowingNaNancylite-(Ce), britholite-(Ce), bastnäsite-(Ce...dimension stone, leucophanite, pyrochlore, eud...microcline, albite, nepheline, biotite, fluori...larvikiteMüller and others (2017); Sotiriou (2013)No ProductionEurope
309331651507Salmon RiverNaNSalmon Placer North, Salmon Placer SouthNaNdistrict or areaNaNUnited StatesIdaho...NaNShowingNaNmonaziteilmenite, magnetite, chromitequartzNaNCater and others (1973); Long and others (2010...No ProductionNorth America
309431668530SkripelandNaNSkripeland 1, Skripeland 2Evje-Ivelanddistrict or areaNaNNorwayNaN...NaNShowingNaNrhabdophane-(Ce), polycrase-(Y)albite, microcline, tantalite, berylquartz, spessartine, topaz, biotite, muscoviteNaNMindat.org (2017); Müller and others (2017); P...No ProductionEurope
309531678531SlobrekkaFrikstad 7NaNEvje-Iveland, Frikstad groupsiteNaNNorwayNordland...NaNDepositvery small depositgadolinite-(Y), aeschynite-(Y), allanite-(Ce),...albite, microcline, quartz, columbite-(Fe), il...muscovite, biotite, spessartine, topaz, apatiteamphiboliteLund (2016); Mindat.org (2017); Müller and oth...Past producerEurope
309631688532SolåsNaNNaNEvje-IvelandsiteNaNNorwayNordland...NaNShowingNaNyttrotantalite-(Y), allanite-(Ce), monazite-(C...tantalite, beryl, magnetite, fluorite, microli...quartz, albite, microcline, muscovite, biotite...amphiboliteLund (2016); Müller and others (2012); Müller ...No ProductionEurope
309731691553South PlayfairNaNNaNRed WinesiteNaNCanadaNewfoundland and Labrador...NaNShowing(?)NaNNaNNaNNaNperalkaline intrusionDaigle (2012b)No ProductionEurope
309831708533SproNaNNaNNaNsiteNaNNorwayNaN...NaNShowingNaNmonazite, samarskite-(Y), bastnäsite, euxenite...microcline, quartz, albite, beryl, bertrandite...calcite, gypsum, muscovite, quartz, fluorite, ...NaNMindat.org (2017); ProMine (2015); Raade (1965)No ProductionEurope
309931718534SteliNaNNaNEvje-IvelandsiteNaNNorwayNordland...NaNShowingNaNmonazite-(Ce), euxenite-(Y), allanite-(Ce), sa...albite, microcline, quartz, muscovite, columbi...biotitemigmatitic gneissLund (2016); Müller and others (2012); Müller ...No ProductionEurope
310031728535StetindNaNNaNTysfjord-HamarøysiteNaNNorwayNordland...NaNShowingNaNyttrofluorite, allanite-(Ce), allanite-(Y), b...microcline, quartz, fluorite, albite, uraninit...annite, muscovite, hematite, chabazite, muscovitegneissic graniteAaroe(2017); Müller and others (2017); ProMine...No ProductionEurope
310131737303TaybagarTaibogar, Tajbagarsitehistoric U mineKazakhstanAqtöbe oblysy...ShowingNaNNaNNaNclay, bioclastic phosphoriteAbakumov (1995); International Atomic Energy A...No ProductionSouth and Central Asia
310231748536TennvatnNaNNaNTysfjord-HamarøysiteNaNNorwayNordland...NaNShowingNaNchernovite-(Y), hingganite-(Y), xenotime-(Y), ...amazonite, asbecasite, bismutite, cosalite, fl...quartz, albite, microcline, biotite, tourmalin...gneissic graniteMüller (2010); Müller and others (2017); ProMi...No ProductionEurope
310331753352Thap SakaePrachuap Khiri Khan, Amphoe Thap Sakae, Tap SakaeHarn Karnchanamethakul, Wisetnukulkit I, Wiset...district or areaareaThailandPrachuap Khiri Khan...Depositsmall depositmonazite, xenotimecassiterite, zircon, ilmenite, rutile, columbi...garnet, tourmalinealluvial sedimentPungrassami and Sanguansai (1991)Byproduct producerEast Asia
310431768537TiltvikaNaNNaNTysfjord-HamarøysiteNaNNorwayNordland...NaNShowingNaNyttrofluorite, allanite-(Ce), fergusonite-(Y),...microcline, quartz, columbite-(Fe), magnetite,...annite, muscovite, almandine, biotitegneissic graniteMüller and others (2017); Tomašić and others (...No ProductionEurope
310531778538TjeldøyaTjeldøyNaNTysfjord-HamarøysiteNaNNorwayNaN...NaNShowingNaNxenotime-(Y), arsenoflorencite-(Ce)amazonite, beryl, microlitequartz, microcline, muscovite, albitegneissic graniteMindat.org (2017); Müller and others (2017)No ProductionEurope
310631788211TuftaneFrikstad 3Evje-Iveland, Frikstad groupsite(?)NorwayVest-Agder...Occurrencegadolinite-(Y), euxenite-(Y), allanite, aeschy...albite, microcline, thortveitite, bertrandite,...apatite, biotite, quartz, garnet, muscovite, p...pegmatite, amphiboliteLund (2016); Mindat.org (2017); ProMine (2013)Past producerEurope
310731794124TunduluNanthace Hill, Nathace HillNaNintrusion or complexMalawiPhalombe...Depositapatite, bastnäsite, synchysite, parisite, flo...apatite, pyrochlore, anatase, siderite, stront...quartz, calcite, dolomite, aegirine, biotite, ...sideritic carbonatite, apatite carbonatite; ne...Gupta and Krishnamurthy (2005); Malunga and ot...No ProductionAfrica
310831801298Two Tompart of Red Wineintrusion or complex(?)CanadaNewfoundland and Labrador...DepositNaNmonaziteNaNNaNDaigle (2012a); Daigle (2012b)No ProductionNorth America
310931818540Tysfjord-HamarøyNaNHåkonhals, Hellemobotn, Hundholmen, Jennyhauge...NaNdistrict or areaNaNNorwayNordland...NaNShowingNaNallanite-(Ce), fergusonite-(Y), allanite-(Y), ...feldspar, quartz, fluorite, amazonite, gravel,...NaNgneissic graniteMüller and others (2017)No ProductionEurope
311031827156UkmaBihar Mica BeltsiteIndiaJharkhand...Occurrenceallanite, bastnäsiteberyl, magnetitequartz, feldspar, muscovite, epidoteNaNSinha (1999)No ProductionSouth and Central Asia
311131838539UndelandNaNUndeland 1, Undeland 2, Undeland 3, Undeland, ...Evje-Ivelanddistrict or areaNaNNorwayNordland...NaNShowingNaNmicrocline, albite, euxenite-(Y), gadolinite-(...beryl, thortveitite, ilmenite, zircon, titano-...quartz, biotite, muscovite, hematite, schorlNaNMindat.org (2017); ProMine (2015)No ProductionEurope
311231846471Watchem \"A\" StrandSt. Arnaud projectdistrict or areaAustraliaVictoria...OccurrenceNaNrutile, ilmenite, zircon, leucoxeneNaNbeach sandGeoscience Australia (2013); Hoatson and other...No ProductionOceania
311331855430Xitoudistrict or areaChinaGuangdong...Depositmonaziteilmenite, zircon, rutileNaNNaNESCAP and ABMRGG (1988); Hedrick and Templeton...Byproduct producerChina
\n", + "

3114 rows × 30 columns

\n", + "
" + ], + "text/plain": [ + " OBJECTID ID_No Name \\\n", + "0 1 4190 Abenab \n", + "1 2 4050 Abu Khruq \n", + "2 3 4052 Abu Tartar \n", + "3 4 4126 Adiounedj \n", + "4 5 4191 Agate Mountain \n", + "... ... ... ... \n", + "3109 3181 8540 Tysfjord-Hamarøy \n", + "3110 3182 7156 Ukma \n", + "3111 3183 8539 Undeland \n", + "3112 3184 6471 Watchem \"A\" Strand \n", + "3113 3185 5430 Xitou \n", + "\n", + " Name_Other \\\n", + "0 \n", + "1 Gabal Abu Khruq \n", + "2 Abu Tartour, Abu Tartor, Abu Tartur \n", + "3 \n", + "4 \n", + "... ... \n", + "3109 NaN \n", + "3110 \n", + "3111 NaN \n", + "3112 \n", + "3113 \n", + "\n", + " Components Part_of \\\n", + "0 \n", + "1 \n", + "2 \n", + "3 \n", + "4 \n", + "... ... ... \n", + "3109 Håkonhals, Hellemobotn, Hundholmen, Jennyhauge... NaN \n", + "3110 Bihar Mica Belt \n", + "3111 Undeland 1, Undeland 2, Undeland 3, Undeland, ... Evje-Iveland \n", + "3112 St. Arnaud project \n", + "3113 \n", + "\n", + " Rec_Type Rec_Note Country State_Prov ... \\\n", + "0 intrusion or complex Namibia Otjozondjupa ... \n", + "1 intrusion or complex Egypt Al Bahr al Ahmar ... \n", + "2 site active P mine Egypt Al Wadi al Jadid ... \n", + "3 intrusion or complex Mali Kidal ... \n", + "4 intrusion or complex Namibia Kunene ... \n", + "... ... ... ... ... ... \n", + "3109 district or area NaN Norway Nordland ... \n", + "3110 site India Jharkhand ... \n", + "3111 district or area NaN Norway Nordland ... \n", + "3112 district or area Australia Victoria ... \n", + "3113 district or area China Guangdong ... \n", + "\n", + " REE Status Stat_Note \\\n", + "0 0.64-2.22% TREE Occurrence(?) \n", + "1 Occurrence \n", + "2 519–1139 ppm (ave. 879) Occurrence \n", + "3 Occurrence \n", + "4 Occurrence \n", + "... ... ... ... \n", + "3109 NaN Showing NaN \n", + "3110 Occurrence \n", + "3111 NaN Showing NaN \n", + "3112 Occurrence \n", + "3113 Deposit \n", + "\n", + " REE_Mins \\\n", + "0 NaN \n", + "1 parisite, bastnäsite \n", + "2 NaN \n", + "3 synchysite \n", + "4 bastnäsite \n", + "... ... \n", + "3109 allanite-(Ce), fergusonite-(Y), allanite-(Y), ... \n", + "3110 allanite, bastnäsite \n", + "3111 microcline, albite, euxenite-(Y), gadolinite-(... \n", + "3112 NaN \n", + "3113 monazite \n", + "\n", + " Sig_Mins \\\n", + "0 NaN \n", + "1 ilmenite, apatite, zircon, pyrochlore, fluorit... \n", + "2 carbonate-rich fluorapatite, carbonate-rich ap... \n", + "3 fluorite, titanite, apatite, barite, pyrochlore \n", + "4 fluorite \n", + "... ... \n", + "3109 feldspar, quartz, fluorite, amazonite, gravel,... \n", + "3110 beryl, magnetite \n", + "3111 beryl, thortveitite, ilmenite, zircon, titano-... \n", + "3112 rutile, ilmenite, zircon, leucoxene \n", + "3113 ilmenite, zircon, rutile \n", + "\n", + " Oth_Mins \\\n", + "0 clay \n", + "1 nepheline, cancrinite, calcite, analcime, natr... \n", + "2 calcite, dolomite, quartz, gypsum, glauconite,... \n", + "3 quartz, calcite, Fe-oxides, cancrinite, sodali... \n", + "4 NaN \n", + "... ... \n", + "3109 NaN \n", + "3110 quartz, feldspar, muscovite, epidote \n", + "3111 quartz, biotite, muscovite, hematite, schorl \n", + "3112 NaN \n", + "3113 NaN \n", + "\n", + " Host_Lith \\\n", + "0 carbonatite, clay \n", + "1 moderately to strongly hematized nepheline sye... \n", + "2 phosphorite, mudstone, sandstone \n", + "3 fenite, rodbergite, syenite, carbonatite \n", + "4 beforsitic carbonatite, breccia, fenite \n", + "... ... \n", + "3109 gneissic granite \n", + "3110 NaN \n", + "3111 NaN \n", + "3112 beach sand \n", + "3113 NaN \n", + "\n", + " Ref_List P_Status \\\n", + "0 Avonlea Minerals Ltd. (2011); SNL Metals & Min... No Production \n", + "1 Abdalla (2006); Woolley (2001) No Production \n", + "2 Ahmed (2003); Awadalla (2010); British Sulphur... No Production \n", + "3 Liégeois and others (1991); Sauvage and Savard... No Production \n", + "4 McManus and Schneider (1994); Woolley (2001) No Production \n", + "... ... ... \n", + "3109 Müller and others (2017) No Production \n", + "3110 Sinha (1999) No Production \n", + "3111 Mindat.org (2017); ProMine (2015) No Production \n", + "3112 Geoscience Australia (2013); Hoatson and other... No Production \n", + "3113 ESCAP and ABMRGG (1988); Hedrick and Templeton... Byproduct producer \n", + "\n", + " Region \n", + "0 Africa \n", + "1 Africa \n", + "2 Africa \n", + "3 Africa \n", + "4 Africa \n", + "... ... \n", + "3109 Europe \n", + "3110 South and Central Asia \n", + "3111 Europe \n", + "3112 Oceania \n", + "3113 China \n", + "\n", + "[3114 rows x 30 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ree = ree_drop\n", + "ree" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Occurrence per Country" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "No handles with labels found to put in legend.\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "REE = ree.groupby(\"Country\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "REE.Country\n", + "filtered_REE = REE[(REE[\"Country\"] == \"China\") |\n", + " (REE[\"Country\"] == \"United States\") |\n", + " (REE[\"Country\"] == \"Australia\") |\n", + " (REE[\"Country\"] == \"Canada\") |\n", + " (REE[\"Country\"] == \"Brazil\") |\n", + " (REE[\"Country\"] == \"Russian Federation\") |\n", + " (REE[\"Country\"] == \"India\")]\n", + "\n", + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Commods\", data = filtered_REE)\n", + "\n", + "\n", + "ax.set_title(\"Occurrence per Country\",y= 1.1, fontsize=15, weight = \"semibold\")\n", + "ax.set_xlabel(\"Country\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_ylabel(\"Occurrence\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "ax.legend(loc = \"upper right\")\n", + "\n", + "ax.figure.savefig(\"Occurrence per Country.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "sns.set()\n", + "\n", + "\n", + "#filtered_REE.plot.bar()\n", + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Commods\", hue = \"P_Status\", data = filtered_REE)\n", + "\n", + "\n", + "ax.set_title(\"Occurrence per Country\",y= 1.1, fontsize=15, weight = \"semibold\")\n", + "ax.set_xlabel(\"Country\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_ylabel(\"Occurrence\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "ax.legend(loc = \"upper right\")\n", + "\n", + "ax.figure.savefig(\"Occurrence per Country.jpg\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Producer / Mining of REE" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "producer = ree[(ree[\"P_Status\"] == \"Past producer\")\n", + " ]\n", + "producer = producer.groupby(\"Country\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Commods\", data = producer)\n", + "\n", + "ax.set_title(\"Mining in the past per Country\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "\n", + "ax.figure.savefig(\"Mining in the past per Country.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "producer = ree[(ree[\"P_Status\"] == \"Producer\")\n", + " ]\n", + "producer = producer.groupby(\"Country\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Commods\", data = producer)\n", + "\n", + "ax.set_title(\"Mining per Country\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "\n", + "ax.figure.savefig(\"Mining per Country.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Africa',\n", + " 'Antarctica',\n", + " 'China',\n", + " 'East Asia',\n", + " 'Europe',\n", + " 'Middle East',\n", + " 'North America',\n", + " 'Oceania',\n", + " 'Russian Federation',\n", + " 'South America',\n", + " 'South and Central Asia'}" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "set(ree[\"Region\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
RegionCommods
10South and Central Asia532
7Oceania504
6North America423
4Europe383
3East Asia358
9South America253
0Africa235
2China214
8Russian Federation147
5Middle East63
1Antarctica2
\n", + "
" + ], + "text/plain": [ + " Region Commods\n", + "10 South and Central Asia 532\n", + "7 Oceania 504\n", + "6 North America 423\n", + "4 Europe 383\n", + "3 East Asia 358\n", + "9 South America 253\n", + "0 Africa 235\n", + "2 China 214\n", + "8 Russian Federation 147\n", + "5 Middle East 63\n", + "1 Antarctica 2" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "REE = ree.groupby(\"Region\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "REE" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Import Square per Country" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "country_sq = pd.read_csv(\"landsquare.csv\", sep = ';\"|\"\";\"\"|\"\"', engine='python')" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "country_sq['\"Country Name'] = [country_sq['\"Country Name'][i].replace('\"','') for i in range(len(country_sq['\"Country Name']))]\n", + "country_sq['\"Country Code'] = [country_sq['\"Country Code'][i].replace('\"','') for i in range(len(country_sq['\"Country Name']))]\n", + "country_sq = country_sq.rename(columns = {'\"Country Name':\"Country\",'\"Country Code': \"iso_a3\", \"2018\":\"square 2018\"})\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "country_sq_2018 = country_sq[[\"Country\",\"iso_a3\",\"square 2018\"]]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CountryCommods
6Australia466
17Canada254
19China214
13Brazil173
45Kazakhstan161
101United States153
74Russian Federation148
37India105
86Sweden88
57Mongolia81
103Uzbekistan78
47Kyrgyzstan70
67Norway59
53Malaysia58
90Tajikistan56
38Indonesia52
105Vietnam49
26Finland47
60Mozambique46
4Argentina39
63New Zealand38
84Sri Lanka35
92Thailand34
33Greenland34
82South Korea29
32Greece23
8Bangladesh22
95Turkey21
81South Africa20
44Japan17
.........
15Cabo Verde2
16Cameroon2
99United Arab Emirates2
64Niger2
96Turkmenistan2
21Colombia2
1Algeria2
68Paraguay2
87Switzerland2
50Libya2
77Serbia2
40Iraq2
80Somalia2
85Suriname1
20China1
49Liberia1
11Bosnia and Herzegovina1
76Senegal1
78Sierra Leone1
18Chile1
41Ireland1
88Syria1
58Montenegro1
94Tunisia1
93Togo1
24Denmark1
28French Guiana1
35Guyana1
31Ghana1
29Gabon1
\n", + "

108 rows × 2 columns

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" + ], + "text/plain": [ + " Country Commods\n", + "6 Australia 466\n", + "17 Canada 254\n", + "19 China 214\n", + "13 Brazil 173\n", + "45 Kazakhstan 161\n", + ".. ... ...\n", + "24 Denmark 1\n", + "28 French Guiana 1\n", + "35 Guyana 1\n", + "31 Ghana 1\n", + "29 Gabon 1\n", + "\n", + "[108 rows x 2 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "REE = ree.groupby(\"Country\", as_index = False).agg({\"Commods\":\"count\"}).sort_values(by=\"Commods\", ascending=False)\n", + "REE.to_csv(r\"C:\\Users\\linda\\Ironhack\\Projects\\Project-Week-4\\your-project\\ree_per_country.csv\")\n", + "REE" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "ds = pd.merge(REE,country_sq_2018, on=\"Country\")\n", + "ds[\"ratio\"]= ds[\"Commods\"]/ds[\"square 2018\"]*1000000\n", + "ds.sort_values(by = \"ratio\", ascending = False)\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/Space Companies per Nation.jpg b/your-project/Space Companies per Nation.jpg new file mode 100644 index 0000000..687f9d0 Binary files /dev/null and b/your-project/Space Companies per Nation.jpg differ diff --git a/your-project/Space Companies.ipynb b/your-project/Space Companies.ipynb new file mode 100644 index 0000000..dc1e3fd --- /dev/null +++ b/your-project/Space Companies.ipynb @@ -0,0 +1,10170 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import requests\n", + "from bs4 import BeautifulSoup" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Data via Web-Scraping" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "url = \"https://en.wikipedia.org/wiki/List_of_private_spaceflight_companies#Satellite_launchers\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "\n", + "\n", + "\n", + "List of private spaceflight companies - Wikipedia\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
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List of private spaceflight companies

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From Wikipedia, the free encyclopedia
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\n", + "Jump to navigation\n", + "Jump to search\n", + "

This page is a list of non-governmental entities that currently offer—or are planning to offer—equipment and services geared towards spaceflight, both robotic and human.\n", + "

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List of abbreviations used in this article\n", + "
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LEO: Low Earth orbit
GTO: Geostationary transfer orbit
VTOL: Vertical take-off and landing
SSTO: Single-stage-to-orbit
TSTO: Two-stage-to-orbit
SSTSO: Single-stage-to-sub-orbit
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Commercial astronauts[edit]

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Manufacturers of space vehicles[edit]

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Cargo transport vehicles[edit]

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See also: Comparison of space station cargo vehicles
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Company name\n", + "Spacecraft\n", + "Launch system\n", + "Length (m)\n", + "Dry mass (kg)\n", + "Launch mass (kg)\n", + "Payload (kg)\n", + "Payload volume (m³)\n", + "Return payload (kg)\n", + "Diameter (m)\n", + "Generated power (W)\n", + "Automated docking\n", + "Status\n", + "
SpaceX\n", + "Dragon\n", + "Falcon 9 Block 5\n", + "6.1\n", + "4,200[4]\n", + "10,200\n", + "3,310 pressurized or unpressurized, in any mixture[5]\n", + "10.0 (pressurized), plus 14 (unpressurized), or 34 (unpressurized with extended trunk)[6]\n", + "2,500 capsule return[7]\n", + "3.7\n", + "2,000[8]\n", + "No\n", + "Operational (18/19)\n", + "
Dragon 2\n", + "Falcon 9 Block 5\n", + "8.1\n", + "6,400\n", + "\n", + "3,310\n", + "10.0 (pressurized), plus 14 (unpressurized)\n", + "2,500\n", + "3.7\n", + "\n", + "Yes\n", + "Development\n", + "
Orbital\n", + "Cygnus (standard)\n", + "Antares 1x0\n", + "5.14\n", + "1,500[9]\n", + "\n", + "2,000[9]\n", + "18.9[9]\n", + "None\n", + "3.07\n", + "3,500[10]\n", + "No\n", + "Retired (3/4)\n", + "
Northrop Grumman Innovation Systems\n", + "Cygnus (enhanced)\n", + "Antares 230
Atlas V 401\n", + "		6.34\n", + "1,800[11]\n", + "\n", + "3,500[11]\n", + "27[11]\n", + "None\n", + "3.07\n", + "\n", + "No\n", + "Operational (7/7)\n", + "
Sierra Nevada Corporation\n", + "Dream Chaser Cargo System\n", + "Atlas V
Vulcan[12]\n", + "		\n", + "\n", + "\n", + "5,000 pressurized, 500 unpressurized[13]\n", + "\n", + "1,750[13]\n", + "\n", + "\n", + "Yes\n", + "Development\n", + "
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Crew transport vehicles[edit]

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See also: Comparison of crewed space vehicles
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Orbital[edit]

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Company name\n", + "Spacecraft\n", + "Range\n", + "Launch
system\n", + "		Crew
size\n", + "		Length (m)\n", + "Diameter (m)\n", + "Launch mass (kg)\n", + "Power
system\n", + "		Generated
power (W)\n", + "		First
spaceflight*\n", + "		Status\n", + "
Blue Origin\n", + "Biconic Space Vehicle\n", + "LEO\n", + "New Glenn\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "Planned date not known\n", + "Development\n", + "
Boeing\n", + "CST-100\n", + "LEO\n", + "Multiple, initially Atlas V\n", + "7 [14]\n", + "5.03 [15]\n", + "4.56 [15]\n", + "\n", + "Solar panels\n", + "\n", + "Planned: November 2019
(August 2019)\n", + "		Development\n", + "
Sierra Nevada Corporation\n", + "Dream Chaser Space System\n", + "LEO\n", + "Multiple, initially Atlas V\n", + "7 [16][17]\n", + "9 [18]\n", + "\n", + "11,300 [19]\n", + "\n", + "\n", + "Planned date not known\n", + "Development\n", + "
SpaceX\n", + "Dragon 2\n", + "LEO\n", + "Falcon 9 Block 5\n", + "7[note 1]\n", + "8.1[20]\n", + "3.7[21]\n", + "\n", + "Solar panels\n", + "\n", + "Planned: 2019
(2 March 2019)\n", + "		Operational (1/1)\n", + "
Starship\n", + "Mars[22][note 2]\n", + "BFR[22]\n", + "100[note 3]\n", + "48[22]\n", + "9[22][note 4]\n", + "1,335,000[22]\n", + "Solar panels\n", + "\n", + "Planned: 2019−2020 [22]\n", + "Development\n", + "
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* - Format: Crewed (Uncrewed), includes failures
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    \n", + "
  1. ^ Number of seats will probably be a multiple of the 3 crew member rotations for the ISS\n", + "
    2. \n", + "
  2. ^ Although designed to land almost everywhere in the solar system, Elon Musk only wanted this vehicle to colonize Mars\n", + "
    3. \n", + "
  3. ^ Number of seats would be lower on early missions\n", + "
    4. \n", + "
  4. ^ Plus delta wings/legs\n", + "
    5. \n", + "
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Suborbital[edit]

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See also: Ansari X Prize § Contestants
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Company name\n", + "Spacecraft\n", + "Range\n", + "Launch
system\n", + "		Crew
size\n", + "		Length (m)\n", + "Diameter (m)\n", + "Launch mass (kg)\n", + "First
spaceflight*\n", + "		Status\n", + "
Scaled Composites\n", + "SpaceShipOne\n", + "100 km (62 mi)
X Prize\n", + "		White Knight
Hybrid Motor\n", + "		1\n", + "8.53\n", + "8.05\n", + "3,600\n", + "2004\n", + "Retired (3/3)[note 1]\n", + "
Blue Origin\n", + "New Shepard\n", + "114 km (71 mi) (capsule, using the launch escape system motor)\n", + "N/A\n", + "6\n", + "\n", + "\n", + "\n", + "29 April 2015\n", + "Testing (9/9)\n", + "
The Spaceship Company\n", + "SpaceShipTwo\n", + "110 km (68 mi)
Kármán line+10\n", + "		White Knight Two
RocketMotorTwo\n", + "		1\n", + "18.3\n", + "8.3\n", + "9,740\n", + "13 December 2018\n", + "Operational\n", + "
Copenhagen Suborbitals[note 2]\n", + "Tycho Deep Space\n", + "105 km
\n", + "		Spica 100kN LOX/Ethanol\n", + "1\n", + "13\n", + "0.955\n", + "4,000\n", + "Planned date not known\n", + "Development\n", + "
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* - Format: Crewed (Uncrewed), includes failures
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    \n", + "
  1. ^ Does not include crewed atmospheric flights\n", + "
    2. \n", + "
  2. ^ Denmark's amateur manned space program. Copenhagen Suborbitals official website\n", + "
    3. \n", + "
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Launch vehicle makers[edit]

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Further information: List of orbital launch systems
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Company name\n", + "Launcher
name\n", + "		Launcher
type\n", + "		No. of
stages\n", + "		Maximum
reach\n", + "		Launcher
status\n", + "		Maiden
flight\n", + "		Ref\n", + "
ARCA\n", + "Haas 2b\n", + "Suborbital crewed rocket\n", + "1\n", + "Suborbital\n", + "Development\n", + "\n", + "[23]\n", + "
Haas 2CA\n", + "Light rocket\n", + "1\n", + "LEO\n", + "Development\n", + "2018 (planned)\n", + "[24]\n", + "
Super Haas\n", + "Medium rocket\n", + "2\n", + "LEO\n", + "Proposed\n", + "2019 (planned)\n", + "[25]\n", + "
Australian Space Research Institute\n", + "AUSROC Nano\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "\n", + "[26]\n", + "
Astra Space\n", + "Rocket 1\n", + "Sounding rocket\n", + "2\n", + "Suborbital\n", + "Retired (0/1)\n", + "2018\n", + "[27][28][29]\n", + "
Rocket 2\n", + "Sounding rocket\n", + "2\n", + "Suborbital\n", + "Operational (0/1)\n", + "2018\n", + "[30]\n", + "
Astra\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "\n", + "[31]\n", + "
SALVO\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Cancelled\n", + "—\n", + "[32][33][34]\n", + "
Blue Origin\n", + "New Shepard\n", + "Suborbital crewed rocket\n", + "1\n", + "Suborbital\n", + "Operational (8/8)\n", + "2015\n", + "\n", + "
New Glenn\n", + "Heavy rocket\n", + "2 or 3\n", + "GTO\n", + "Development\n", + "2020 (planned)\n", + "[35][36]\n", + "
Canadian Arrow\n", + "Canadian Arrow\n", + "Suborbital crewed rocket\n", + "2\n", + "Suborbital\n", + "Cancelled\n", + "—\n", + "[37]\n", + "
Datiotec Aeroespacial / INMEU A.C.\n", + "JFCR.2000-Pollux\n", + "Sounding socket\n", + "1\n", + "Suborbital\n", + "Development\n", + "\n", + "[38][39]\n", + "
Exos Aerospace\n", + "SARGE\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Operational (1/1)\n", + "2018\n", + "[40][41]\n", + "
Firefly Aerospace\n", + "Firefly Alpha\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2019 (planned)\n", + "\n", + "
Firefly Beta\n", + "Light rocket\n", + "2 + 2 boosters\n", + "LEO\n", + "Development\n", + "\n", + "\n", + "
General Astronautics\n", + "Urania\n", + "Medium rocket\n", + "3\n", + "LEO\n", + "Cancelled\n", + "—\n", + "[42][43]\n", + "
Gilmour Space Technologies\n", + "Ariel\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Development\n", + "2019 (planned)\n", + "[44]\n", + "
Eris\n", + "Light rocket\n", + "3\n", + "LEO\n", + "Development\n", + "2020 (planned)\n", + "[44]\n", + "
Generation Orbit\n", + "GOLauncher 1\n", + "Air-launched sounding rocket\n", + "1 + airplane\n", + "Suborbital\n", + "Development\n", + "2019 (planned)\n", + "[45]\n", + "
GOLauncher 2\n", + "Air-launch-to-orbit\n", + "2 + airplane\n", + "LEO\n", + "Development\n", + "\n", + "\n", + "
Independence-X Aerospace\n", + "DNLV (Dedicated Nano Launch Vehicle)\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2023 (planned)\n", + "[46][47]\n", + "
Interorbital Systems\n", + "NEPTUNE N series\n", + "Light rocket\n", + "3–4\n", + "LEO\n", + "Development\n", + "\n", + "[48][49]\n", + "
NEPTUNE N36\n", + "Light rocket\n", + "4\n", + "TLI\n", + "Proposed\n", + "\n", + "[48][49]\n", + "
Neptune TSAAHTO\n", + "Medium rocket\n", + "2½\n", + "TLI\n", + "Proposed\n", + "\n", + "[48]\n", + "
Interstellar Technologies\n", + "Momo\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Operational (0/2)\n", + "2017\n", + "[50][51]\n", + "
Leaf Space\n", + "Primo\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Proposed\n", + "\n", + "[52][53]\n", + "
Lin Industrial\n", + "Taymyr\n", + "Light rocket\n", + "3\n", + "LEO\n", + "Development\n", + "2020 (planned)\n", + "[54][55]\n", + "
Lockheed Martin\n", + "VentureStar\n", + "Reusable spaceplane\n", + "1\n", + "LEO\n", + "Cancelled\n", + "—\n", + "[56]\n", + "
Athena\n", + "Medium rocket\n", + "2 or 3\n", + "TLI\n", + "Retired (5/7)\n", + "1995\n", + "\n", + "
Mishaal Aerospace\n", + "M-SV\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Development\n", + "\n", + "[57][58][59]\n", + "
M-OV\n", + "Light rocket\n", + "1 + 6 Boosters\n", + "LEO\n", + "Development\n", + "\n", + "[57][58][60]\n", + "
M-LV\n", + "Light rocket\n", + "1 + 8 boosters\n", + "TLI\n", + "Development\n", + "\n", + "[57][58][61]\n", + "
OneSpace\n", + "OS-X\n", + "Sounding rocket\n", + "2\n", + "Suborbital\n", + "Operational (2/2)\n", + "2018\n", + "[62]\n", + "
OS-M1\n", + "Light rocket\n", + "3\n", + "LEO\n", + "Operational (0/1)\n", + "2019\n", + "[63]\n", + "
OS-M2\n", + "Light rocket\n", + "3 + 2 boosters\n", + "LEO\n", + "Development\n", + "\n", + "[64]\n", + "
OS-M4\n", + "Light rocket\n", + "3 + 4 boosters\n", + "LEO\n", + "Development\n", + "\n", + "[65]\n", + "
Orbex\n", + "Prime\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2021 (planned)\n", + "[66]\n", + "
Northrop Grumman Innovation Systems\n", + "Antares\n", + "Medium rocket\n", + "3\n", + "LEO\n", + "Operational (8/9)\n", + "2013\n", + "[67]\n", + "
Minotaur-C, formerly Taurus\n", + "Light rocket\n", + "4\n", + "LEO\n", + "Operational (7/10)\n", + "1994\n", + "[68][69][70]\n", + "
Pegasus\n", + "Air-launch-to-orbit\n", + "3-4 + airplane\n", + "HEO\n", + "Operational (38/43)\n", + "1990\n", + "\n", + "
Omega\n", + "Medium rocket\n", + "3 + 0-6 boosters\n", + "GEO\n", + "Development\n", + "2021 (planned)\n", + "\n", + "
Orbital Transport & Raketen AG\n", + "OTRAG\n", + "Medium rocket\n", + "variable\n", + "LEO (designed)
Suborbital (achieved)\n", + "		Retired (15/18)\n", + "1977\n", + "[71]\n", + "
PLD Space\n", + "Miura 1\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Development\n", + "2019 (planned)\n", + "[72][73][74]\n", + "
Miura 5\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2020 (planned)\n", + "[73]\n", + "
Relativity Space\n", + "Terran 1\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2020 (planned)\n", + "[75]\n", + "
Rocket Crafters\n", + "Intrepid-1\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2018 (planned)\n", + "[76][77]\n", + "
Rocket Lab\n", + "Ātea-1\n", + "Sounding rocket\n", + "2\n", + "Suborbital\n", + "Retired (1/1)\n", + "2009\n", + "[78][79]\n", + "
Ātea-2\n", + "Sounding rocket\n", + "2\n", + "Suborbital\n", + "Cancelled\n", + "\n", + "[80]\n", + "
Electron\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Operational (4/5)\n", + "2017\n", + "[81]\n", + "
RocketStar\n", + "Star-Lord\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2019 (planned)\n", + "[82]\n", + "
Skyroot Aerospace\n", + "Vikram-1\n", + "Light rockets\n", + "3\n", + "LEO\n", + "Development\n", + "2021(Planned)\n", + "[83]\n", + "
Skyrora\n", + "Skyrora-1\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Development\n", + "2018 (planned)\n", + "[84][85]\n", + "
Skyrora XL\n", + "Light rocket\n", + "3\n", + "LEO\n", + "Development\n", + "\n", + "[86][87]\n", + "
SpaceForest\n", + "Bigos\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Operational (5/5)\n", + "2015\n", + "[88]\n", + "
Candle-2\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Operational (1/1)\n", + "2016\n", + "[89][90][91]\n", + "
SIR (Suborbital Inexpensive Rocket)\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Development\n", + "2022 (planned)\n", + "[88][92]\n", + "
Space Services Inc.\n", + "Percheron\n", + "Sounding rocket\n", + "1\n", + "Suborbital\n", + "Cancelled\n", + "—\n", + "[93]\n", + "
Conestoga 1620\n", + "Medium rocket\n", + "4\n", + "LEO (designed)
Suborbital (achieved)\n", + "		Retired (0/1)\n", + "1995\n", + "[93]\n", + "
SpaceLS\n", + "Prometheus-1\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "\n", + "[94][95]\n", + "
SpaceX\n", + "Falcon 1\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Retired (2/5)\n", + "2008\n", + "[96]\n", + "
Falcon 1e\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Cancelled\n", + "—\n", + "[96]\n", + "
Falcon 5\n", + "Medium rocket\n", + "2\n", + "GTO\n", + "Cancelled\n", + "—\n", + "[97]\n", + "
Falcon 9 v1.0\n", + "Medium rocket\n", + "2\n", + "GTO (designed)
LEO (achieved)\n", + "		Retired (5/5)\n", + "2010\n", + "[98]\n", + "
Falcon 9 v1.1\n", + "Medium rocket\n", + "2\n", + "HCO\n", + "Retired (14/15)\n", + "2013\n", + "[98]\n", + "
Falcon 9 Full Thrust\n", + "Medium rocket (first stage reusable) /
Heavy Rocket (expendable configuration)\n", + "		2\n", + "TMI[99]\n", + "Operational (36/36)\n", + "2015\n", + "[98]\n", + "
Falcon 9 Block 5\n", + "Medium rocket (first stage reusable) /
Heavy Rocket (expendable configuration)\n", + "		2\n", + "TMI[99]\n", + "Operational (13/13)\n", + "2018\n", + "[100][101]\n", + "
Falcon Heavy\n", + "Heavy rocket (first stage core and side boosters reusable) / Super heavy rocket (expendable configuration)\n", + "2 + 2 boosters\n", + "Deep space (Pluto)[102]\n", + "Operational (2/2)\n", + "2018\n", + "[98][103]\n", + "
ITS Launch Vehicle\n", + "Super heavy rocket\n", + "2\n", + "Deep space[104]\n", + "Cancelled\n", + "—\n", + "[105]\n", + "
BFR\n", + "Super heavy rocket\n", + "2\n", + "TMI\n", + "Development\n", + "2019 (planned)[106]\n", + "[107]\n", + "
United Launch Alliance\n", + "Atlas V\n", + "Medium rocket\n", + "2 + 0-5 boosters\n", + "TMI\n", + "Operational (78/79)\n", + "2002\n", + "[108]\n", + "
Delta II 6000\n", + "Medium rocket\n", + "2-3 + 9 boosters\n", + "GTO\n", + "Retired (17/17)\n", + "1989\n", + "[109]\n", + "
Delta II 7000\n", + "Light rocket\n", + "2-3 + 3, 4 or 9 boosters\n", + "GTO\n", + "Retired (130/132)\n", + "1990\n", + "[109]\n", + "
Delta II 7000H\n", + "Medium rocket\n", + "2-3 + 9 boosters\n", + "TMI\n", + "Retired (6/6)\n", + "2003\n", + "[109]\n", + "
Delta IV\n", + "Medium rocket\n", + "2 + 0, 2 or 4 boosters\n", + "GTO\n", + "Retired\n", + "2003\n", + "[110]\n", + "
Delta IV Heavy\n", + "Heavy rocket\n", + "2 + 2 boosters\n", + "GTO\n", + "Operational (10/11)\n", + "2004\n", + "[111]\n", + "
Vulcan\n", + "Heavy rocket\n", + "2 + 0-6 boosters\n", + "GTO\n", + "Development\n", + "2020 (planned)\n", + "[112]\n", + "
Vector Launch\n", + "Vector-R\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2018 (planned)\n", + "\n", + "
Vector-RE1\n", + "Light rocket\n", + "2 or 3\n", + "LEO\n", + "Development\n", + "\n", + "\n", + "
Vector-H\n", + "Light rocket\n", + "2\n", + "LEO\n", + "Development\n", + "2019 (planned)\n", + "\n", + "
Vector-HE1\n", + "Light rocket\n", + "2 or 3\n", + "LEO\n", + "Development\n", + "\n", + "\n", + "
Virgin Galactic\n", + "LauncherOne\n", + "Air-launch-to-orbit\n", + "2 + airplane\n", + "LEO\n", + "Testing\n", + "Q4 2019 (planned)\n", + "[113]\n", + "
Zero2infinity\n", + "Bloostar\n", + "Rockoon system (high-altitude balloon and in-space rocket launcher)\n", + "3 + high-altitude balloon\n", + "LEO\n", + "Development\n", + "Unknown\n", + "[114]\n", + "
\n", + "

Landers, rovers and orbiters[edit]

\n", + "
See also: Google Lunar X Prize § Competitors
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Company name\n", + "Craft name\n", + "Craft type\n", + "Craft status\n", + "Ref\n", + "
ARCASPACE\n", + "ELE (European Lunar Explorer)\n", + "lunar orbiter\n", + "Cancelled\n", + "[115]\n", + "
Astrobotic Technology\n", + "Red Rover\n", + "lunar rover\n", + "Development\n", + "[116]\n", + "
Griffin (previously Artemis Lander)\n", + "lunar lander\n", + "Negotiating\n", + "[117]\n", + "
Peregrine Lander\n", + "lunar lander\n", + "Development\n", + "[118]\n", + "
Euroluna\n", + "ROMIT\n", + "lunar rover\n", + "Cancelled\n", + "[119]\n", + "
Golden Spike Company
(defunct)\n", + "		unnamed\n", + "crewed lunar lander\n", + "Cancelled\n", + "[120]\n", + "
Hakuto\n", + "Sorato\n", + "lunar rover\n", + "Development\n", + "[121][122]\n", + "
Tetris\n", + "lunar rover\n", + "Cancelled\n", + "[123]\n", + "
Independence-X Aerospace\n", + "SQUALL (Scientific Quest Unmanned Autonomous Lunar Lander)\n", + "lunar lander\n", + "Cancelled\n", + "[124]\n", + "
Interorbital Systems\n", + "RIPPER (Robotic InterPlanetary Prospector Excavator Retriever)\n", + "lunar lander\n", + "Development\n", + "[125]\n", + "
Intuitive Machines\n", + "Nova-C lander, and Universal Reentry Vehicle (URV)[126]\n", + "lunar lander; reusable orbital vehicle\n", + "Development\n", + "[127]\n", + "
Lunar Mission One\n", + "unnamed\n", + "lunar lander\n", + "Proposed (2014)\n", + "[128]\n", + "
Masten Space Systems\n", + "XEUS\n", + "lunar lander\n", + "Negotiating\n", + "[117]\n", + "
Masten Space Systems\n", + "XL-1\n", + "lunar lander\n", + "Development\n", + "[129]\n", + "
Moon Express\n", + "MX-1\n", + "lunar lander\n", + "Testing\n", + "[117][130]\n", + "
Odyssey Moon\n", + "MoonOne (M-1)\n", + "lunar rover\n", + "Cancelled\n", + "[131]\n", + "
Omega Envoy\n", + "Sagan\n", + "lunar rover\n", + "Cancelled\n", + "[132]\n", + "
OrbitBeyond\n", + "Z-01\n", + "lunar landers and rovers\n", + "Proposed (2018)\n", + "[133][134]\n", + "
PTScientists\n", + "Audi Lunar quattro\n", + "lunar rover\n", + "Testing\n", + "[135]\n", + "
PTScientists\n", + "ALINA (Autonomous Landing and Navigation Module)\n", + "lunar lander\n", + "Development\n", + "[136]\n", + "
Puli Space Technologies\n", + "Puli\n", + "lunar rover\n", + "Fundraising\n", + "[137]\n", + "
Team FREDNET\n", + "Picorover\n", + "lunar rover\n", + "Cancelled\n", + "[138]\n", + "
Team Italia\n", + "AMALIA (Ascensio Machinae Ad Lunam Italica Arte)\n", + "lunar rover\n", + "Cancelled\n", + "[139]\n", + "
Team Indus\n", + "HHK-1\n", + "lunar lander\n", + "Development\n", + "\n", + "
Team Indus\n", + "ECA\n", + "lunar rover\n", + "Development\n", + "\n", + "
TransOrbital\n", + "TrailBlazer\n", + "lunar orbiter\n", + "Cancelled\n", + "[140]\n", + "
Team Plan B\n", + "Plan B\n", + "lunar rover\n", + "Cancelled\n", + "\n", + "
Space IL\n", + "Beresheet\n", + "lunar lander\n", + "Crashed upon landing\n", + "\n", + "
STELLAR\n", + "Stellar Eagle\n", + "lunar rover\n", + "Cancelled\n", + "[141]\n", + "
Synergy Moon\n", + "Tesla\n", + "lunar rover\n", + "Development\n", + "[142]\n", + "
\n", + "

Research craft and tech demonstrators[edit]

\n", + "
Further information: List of sounding rockets
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Company name\n", + "Craft name\n", + "Craft purpose\n", + "Craft status\n", + "Ref\n", + "
ARCA\n", + "Demonstrator 2b\n", + "demonstrate reusable monopropellant engine\n", + "Retired\n", + "\n", + "
Armadillo Aerospace\n", + "Quad\n", + "demonstrate VTOL\n", + "Retired\n", + "\n", + "
ASRI\n", + "AUSROC I\n", + "systems Testing\n", + "Retired\n", + "\n", + "
AUSROC II\n", + "payload to 10 km\n", + "Retired\n", + "\n", + "
AUSROC 2.5\n", + "systems Testing\n", + "Testing\n", + "\n", + "
AUSROC III\n", + "payload of 150 kg to 500 km\n", + "Development\n", + "\n", + "
Blue Origin\n", + "Goddard\n", + "demonstrate VTOL\n", + "Retired\n", + "\n", + "
Interorbital Systems\n", + "Neutrino\n", + "systems Testing\n", + "Operational\n", + "\n", + "
Tachyon\n", + "systems Testing\n", + "Operational\n", + "[143]\n", + "
Lockheed Martin\n", + "X-33\n", + "demonstrate SSTO\n", + "Cancelled\n", + "\n", + "
Masten Space Systems\n", + "XA-0.1\n", + "demonstrate VTOL\n", + "Retired\n", + "\n", + "
XA-0.1B\n", + "Lunar Lander Challenge Level 1\n", + "Operational\n", + "\n", + "
XA-0.1E\n", + "Lunar Lander Challenge Level 2, commercial precursor flights\n", + "Retired (12 flights)\n", + "\n", + "
XA-0.1E2\n", + "commercial flights\n", + "Destroyed (115 flights)\n", + "\n", + "
XA-0.1E4\n", + "commercial flights\n", + "Retired (75 flights)\n", + "\n", + "
XA-0.1E5\n", + "commercial flights\n", + "Operational\n", + "\n", + "
XL-1T\n", + "terrestrial test bed for the XL-1 lunar lander\n", + "Development\n", + "\n", + "
Xeus\n", + "commercial flights\n", + "Development\n", + "\n", + "
McDonnell Douglas\n", + "DC-X\n", + "demonstrate VTOL\n", + "Retired (11 test flights)\n", + "\n", + "
Rotary Rocket\n", + "Roton ATV\n", + "demonstrate VTOL\n", + "Retired (3 test flights)\n", + "\n", + "
Space Services Inc.\n", + "Conestoga I\n", + "systems Testing\n", + "Retired (1 test)\n", + "[93]\n", + "
SpaceX\n", + "Grasshopper\n", + "demonstrate VTOL\n", + "Retired (8 tests)\n", + "[144]\n", + "
F9R Dev1\n", + "refine VTOL (low altitude)\n", + "Destroyed (5 flights)\n", + "[145]\n", + "
F9R Dev2\n", + "refine VTOL (high altitude)\n", + "Cancelled\n", + "\n", + "
Starhopper\n", + "demonstrate VTOL\n", + "Operational (2 test flights)\n", + "\n", + "
Swedish Space Corp.\n", + "Maxus\n", + "payload to 700 km\n", + "Operational\n", + "\n", + "
Maser\n", + "payload to 300 km\n", + "Operational\n", + "\n", + "
UP Aerospace\n", + "SpaceLoft XL\n", + "payload to 140 km\n", + "Operational\n", + "[146]\n", + "
World View Enterprises\n", + "Tycho Platform\n", + "payload up to 46 km and 300 kg\n", + "Operational\n", + "[147]\n", + "
zero2infinity\n", + "nanobloon 1.0\n", + "payload to 32 km\n", + "Operational\n", + "[148]\n", + "
nanobloon 2.0\n", + "payload to 33 km\n", + "Operational\n", + "\n", + "
microbloon 1.0\n", + "payload to 24 km\n", + "Operational\n", + "\n", + "
microbloon 2.0\n", + "payload to 31 km\n", + "Operational\n", + "\n", + "
microbloon 3.0\n", + "payload to 27 km\n", + "Operational\n", + "\n", + "
\n", + "

Propulsion manufacturers[edit]

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Company name\n", + "Engine\n", + "Engine type\n", + "Applications\n", + "Status\n", + "Ref\n", + "
Accion Systems Inc.\n", + "MAX-1, TILE\n", + "electrospray ion\n", + "small satellite/CubeSat\n", + "Development\n", + "[149][150]\n", + "
Ad Astra Rocket Company\n", + "VASIMR\n", + "plasma propulsion\n", + "space tug/orbital transfer vehicle\n", + "Development\n", + "[151]\n", + "
ARCA\n", + "Executor\n", + "LOX/RP-1\n", + "IAR 111, Haas 2, Haas 2b, Super Haas\n", + "Development\n", + "\n", + "
Blue Origin\n", + "BE-3\n", + "LH2/LOX\n", + "New Shepard\n", + "Operational\n", + "\n", + "
Blue Origin\n", + "BE-4\n", + "LOX/CH
4\n", + "		Vulcan, New Glenn\n", + "Development\n", + "\n", + "
CU Aerospace\n", + "PUC\n", + "microcavity discharge\n", + "small satellite/CubeSat\n", + "Development\n", + "[152][153]\n", + "
CU Aerospace\n", + "CHIPS\n", + "resistojet\n", + "small satellite/CubeSat\n", + "Development\n", + "[153][154]\n", + "
CU Aerospace\n", + "PPT-11\n", + "pulsed plasma\n", + "small satellite/CubeSat\n", + "Development\n", + "[155][156]\n", + "
Reaction Engines Ltd.\n", + "SABRE\n", + "hybrid air-breathing/chemical\n", + "Skylon\n", + "Development\n", + "[157]\n", + "
SpaceDev\n", + "RocketMotorOne\n", + "hybrid\n", + "SpaceShipOne\n", + "Retired\n", + "[158]\n", + "
SpaceX\n", + "Kestrel\n", + "LOX/RP-1\n", + "Falcon 1 second stage\n", + "Retired\n", + "\n", + "
SpaceX\n", + "Merlin\n", + "LOX/RP-1\n", + "Falcon 1, Falcon 9, Falcon Heavy first stage/boosters\n", + "Operational\n", + "[159][160][102]\n", + "
SpaceX\n", + "Merlin Vacuum\n", + "LOX/RP-1\n", + "Falcon 9 second stage, Falcon Heavy second stage\n", + "Operational\n", + "[160][102]\n", + "
SpaceX\n", + "Raptor\n", + "LOX/CH
4\n", + "		SpaceX Mars transportation infrastructure\n", + "Testing\n", + "[161]\n", + "
TGV Rockets\n", + "RT30\n", + "LOX/JP-8\n", + "Michelle B\n", + "Development\n", + "[162][163]\n", + "
Virgin Galactic\n", + "RocketMotorTwo\n", + "hybrid\n", + "SpaceShipTwo\n", + "Development\n", + "\n", + "
\n", + "

Satellite launchers[edit]

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Company\n", + "Launch vehicles\n", + "Private\n", + "Refs\n", + "
Antrix Corporation\n", + "GSLV, PSLV\n", + "No; owned by India\n", + "\n", + "
Arianespace\n", + "Ariane, Vega\n", + "Partial; minority owned by some EU states\n", + "\n", + "
Eurockot Launch Services\n", + "Rockot\n", + "No; 49% owned by Russia, and 51% by Kazakhstan\n", + "\n", + "
Glavcosmos\n", + "Soyuz\n", + "No; owned by Russia\n", + "\n", + "
IHI Corporation\n", + "Epsilon\n", + "Yes; some R&D by JAXA\n", + "\n", + "
International Launch Services\n", + "Proton\n", + "No; 51%+ owned by Russia\n", + "\n", + "
ISC Kosmotras\n", + "Dnepr\n", + "No; Owned by Russia, Ukraine and Kazakhstan.\n", + "\n", + "
Mitsubishi Heavy Industries\n", + "H-IIA, H-IIB\n", + "Yes; own launchers, R&D done by JAXA.\n", + "[164]\n", + "
Northrop Grumman Innovation Systems\n", + "Antares, Minotaur\n", + "Partial; own launchers, funded by NASA\n", + "\n", + "
Rocket Lab\n", + "Electron\n", + "Yes; own launchers\n", + "\n", + "
SpaceX\n", + "Falcon 9, Falcon Heavy\n", + "Yes; own launchers\n", + "\n", + "
Sea Launch\n", + "Zenit\n", + "Yes;\n", + "owned by S7 Airlines\n", + "
Starsem\n", + "Soyuz\n", + "No; 25% Owned by Russia, 25% Samara, 35% EADS SPACE Transportation, 15% EU\n", + "\n", + "
United Launch Alliance\n", + "Atlas V, Delta IV Heavy\n", + "Yes; 50% owned by Lockheed Martin, 50% Boeing\n", + "\n", + "
\n", + "

Space-based economy[edit]

\n", + "
Further information: Space-based economy
\n", + "

Space manufacturing[edit]

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Company name\n", + "Products\n", + "Manufacturing craft\n", + "Status\n", + "Ref\n", + "
Shackleton Energy Company\n", + "propellant, space infrastructure, propellant depot\n", + "Unknown\n", + "Proposed (2007)\n", + "[165]\n", + "
Made In Space\n", + "3D printing in ISS, in-space antenna systems, fiber optics\n", + "Unknown\n", + "Operational (2018)\n", + "[166]\n", + "
Deep Space Industries\n", + "propellant, communications platforms, space solar power satellites\n", + "MicroGravity Foundry\n", + "Development\n", + "[167]\n", + "
\n", + "

Space mining[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Company name\n", + "Body to be mined\n", + "Mining craft\n", + "Mining status\n", + "Ref\n", + "
Deep Space Industries\n", + "Near-Earth asteroids\n", + "Prospector-1, Harvestor 1\n", + "Development\n", + "[168][169]\n", + "
Air Space and Beyond\n", + "Near-Earth asteroids and other space bodies\n", + "Black Widow 0001\n", + "Development\n", + "N/A\n", + "
ispace\n", + "Moon\n", + "Hakuto-R\n", + "Development\n", + "[170][171]\n", + "
Moon Express\n", + "Moon\n", + "MX-1, MX-2, MX-5, MX-9\n", + "Development\n", + "[172]\n", + "
Planetary Resources\n", + "Near-Earth asteroids\n", + "Arkyd Series 100, 200, 300\n", + "Development\n", + "[173]\n", + "
Shackleton Energy Company\n", + "Moon\n", + "TBD\n", + "Proposed (2007)\n", + "[165]\n", + "
Space Development Nexus\n", + "Near-Earth asteroids\n", + "SDNx BR-1, BR-2,\n", + "Proposed (2016)\n", + "[174]\n", + "
Lunar Resources\n", + "Moon\n", + "\n", + "\n", + "\n", + "
\n", + "

Space stations[edit]

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Private Company name\n", + "Space Craft name\n", + "Space Craft type\n", + "Internal
volume\n", + "		Passenger
capacity\n", + "		Craft status\n", + "Orbit Around\n", + "Ref\n", + "
Axiom Space\n", + "Axiom International Commercial Space Station\n", + "Rigid Module\n", + "\n", + "8[175]\n", + "Proposed (2016)\n", + "Earth\n", + "[176][177]\n", + "
Bigelow Aerospace\n", + "Genesis I subscale test spacecraft\n", + "Inflatable module\n", + "11.5 m3 (406 cu ft)[178]\n", + "Uncrewed\n", + "Retired, on orbit[179]\n", + "Earth\n", + "[180]\n", + "
Bigelow Aerospace\n", + "Genesis II subscale test spacecraft\n", + "Inflatable module\n", + "11.5 m3 (406 cu ft)[181]\n", + "Uncrewed\n", + "Retired, on orbit[179]\n", + "Earth\n", + "[182]\n", + "
Bigelow Aerospace\n", + "Galaxy\n", + "Inflatable module\n", + "16.7 m3 (590 cu ft)[183]\n", + "Uncrewed\n", + "Cancelled\n", + "Earth\n", + "[184]\n", + "
Bigelow Aerospace\n", + "Sundancer\n", + "Inflatable module\n", + "180 m3 (6,357 cu ft)\n", + "3\n", + "Cancelled\n", + "Earth\n", + "[185]\n", + "
Bigelow Aerospace\n", + "BA 330\n", + "Inflatable module\n", + "330 m3 (11,654 cu ft)\n", + "6\n", + "Testing\n", + "Earth\n", + "[186][187][188]\n", + "
Bigelow Aerospace\n", + "BA 2100\n", + "Inflatable module\n", + "2,100 m3 (74,161 cu ft)\n", + "16\n", + "Proposed (2010)\n", + "Earth\n", + "[189]\n", + "
Bigelow Aerospace\n", + "Space Complex Alpha\n", + "Inflatable space station\n", + "690 m3 (24,367 cu ft)\n", + "12\n", + "Development\n", + "Earth\n", + "\n", + "
Excalibur Almaz\n", + "Almaz derivative\n", + "Rigid module\n", + "\n", + "3\n", + "Cancelled\n", + "Earth\n", + "[190][191][192]\n", + "
Galactic Suite Ltd.\n", + "Galactic Suite\n", + "Rigid module\n", + "\n", + "6\n", + "Proposed (2007)\n", + "Earth\n", + "[193]\n", + "
Orion Span\n", + "Aurora Space Station\n", + "Rigid module\n", + "160 m3 (5,650 cu ft)\n", + "6 (2 Crew, 4 Tourists)\n", + "Proposed (2018)\n", + "Earth\n", + "[194][195]\n", + "
\n", + "

Space settlement[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Company name\n", + "Colony location\n", + "Status\n", + "Ref\n", + "
SpaceX\n", + "Mars\n", + "Development\n", + "[196][197][198]\n", + "
Mars One\n", + "Mars\n", + "Defunct\n", + "[199][200]\n", + "
\n", + "

Spacecraft component developers and manufacturers[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Company\n", + "Products\n", + "Refs\n", + "
Altius Space Machines\n", + "Rendezvous and capture technology for uncooperative satellites; magnetoshell aerocapture and aerobraking technology for CubeSats; lightweight robotic manipulators\n", + "\n", + "
Andrews Space\n", + "Reusable space vehicles; HTHL spacecraft; magnetorquers\n", + "\n", + "
Axelspace\n", + "CubeSats\n", + "[201][202]\n", + "
Craig Technologies\n", + "Small satellite deployment services (up to 110 kg); microgravity payload integration\n", + "[203]\n", + "
EADS Astrium Satellites\n", + "Spacecraft and ground segment elements\n", + "\n", + "
EADS Astrium Space Transportation\n", + "Launchers and orbital infrastructure\n", + "\n", + "
Innovative Solutions In Space\n", + "CubeSat manufacture and operation\n", + "[204]\n", + "
Made in Space\n", + "3D printers for use in microgravity\n", + "[205]\n", + "
Mynaric\n", + "Laser communication for satellites and aircraft\n", + "\n", + "
NanoRacks\n", + "In-space services; small satellite launch services; CubeSat launch services; microgravity payload integration\n", + "[206]\n", + "
SpaceDev\n", + "Small spacecraft; propulsion products and services; space components, mechanisms and structures\n", + "\n", + "
SpaceQuest, Ltd.\n", + "Spacecraft and spacecraft components\n", + "\n", + "
\n", + "

Spaceliner companies[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Company name\n", + "Contracts for\n", + "Craft utilised\n", + "Status\n", + "Notes\n", + "Refs\n", + "
Benson Space Company\n", + "SpaceDev\n", + "Dream Chaser\n", + "Defunct\n", + "\n", + "[207]\n", + "
MirCorp\n", + "none\n", + "Soyuz TM, Progress M1 and Mir\n", + "Defunct\n", + "Mir deorbited\n", + "\n", + "
Space Adventures\n", + "none\n", + "Soyuz and the ISS\n", + "Active\n", + "7 tourists sent\n", + "\n", + "
RocketShip Tours\n", + "XCOR\n", + "Lynx rocketplane\n", + "Defunct\n", + "\n", + "\n", + "
Virgin Galactic\n", + "Scaled Composites\n", + "Spaceship Two, White Knight 2\n", + "Development\n", + "7 Spaceship Two glide flights successfully completed\n", + "\n", + "
\n", + "

See also[edit]

\n", + "
\n", + "\n", + "
\n", + "

References[edit]

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\n", + "
    \n", + "
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Company nameBody to be minedMining craftMining statusRefNation6
1Deep Space IndustriesNear-Earth asteroidsProspector-1, Harvestor 1Development[168][169]None
2Air Space and BeyondNear-Earth asteroids and other space bodiesBlack Widow 0001DevelopmentN/ANone
3ispaceMoonHakuto-RDevelopment[170][171]None
4Moon ExpressMoonMX-1, MX-2, MX-5, MX-9Development[172]None
5Planetary ResourcesNear-Earth asteroidsArkyd Series 100, 200, 300Development[173]None
6Shackleton Energy CompanyMoonTBDProposed (2007)[165]None
7Space Development NexusNear-Earth asteroidsSDNx BR-1, BR-2,Proposed (2016)[174]None
8Lunar ResourcesMoonNoneNone
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" + ], + "text/plain": [ + " Company name Body to be mined \\\n", + "1 Deep Space Industries Near-Earth asteroids \n", + "2 Air Space and Beyond Near-Earth asteroids and other space bodies \n", + "3 ispace Moon \n", + "4 Moon Express Moon \n", + "5 Planetary Resources Near-Earth asteroids \n", + "6 Shackleton Energy Company Moon \n", + "7 Space Development Nexus Near-Earth asteroids \n", + "8 Lunar Resources Moon \n", + "\n", + " Mining craft Mining status Ref Nation 6 \n", + "1 Prospector-1, Harvestor 1 Development [168][169] None \n", + "2 Black Widow 0001 Development N/A None \n", + "3 Hakuto-R Development [170][171] None \n", + "4 MX-1, MX-2, MX-5, MX-9 Development [172] None \n", + "5 Arkyd Series 100, 200, 300 Development [173] None \n", + "6 TBD Proposed (2007) [165] None \n", + "7 SDNx BR-1, BR-2, Proposed (2016) [174] None \n", + "8 None None " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_mining = pd.DataFrame(mining)\n", + "ds_mining = ds_mining[(ds_mining[0]!=\"\")]\n", + "ds_mining = ds_mining.rename(columns={0:\"Company name\",1:\"Body to be mined\", 2:\"Mining craft\", 3:\"Mining status\",4:\"Ref\",5:\"Nation\"})\n", + "ds_mining" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Company nameBody to be minedMining craftMining statusRefNation6
1Deep Space IndustriesNear-Earth asteroidsProspector-1, Harvestor 1Development[168][169]United StatesNone
2Air Space and BeyondNear-Earth asteroids and other space bodiesBlack Widow 0001DevelopmentN/A-None
3ispaceMoonHakuto-RDevelopment[170][171]JapanNone
4Moon ExpressMoonMX-1, MX-2, MX-5, MX-9Development[172]United StatesNone
5Planetary ResourcesNear-Earth asteroidsArkyd Series 100, 200, 300Development[173]United StatesNone
6Shackleton Energy CompanyMoonTBDProposed (2007)[165]United StatesNone
7Space Development NexusNear-Earth asteroidsSDNx BR-1, BR-2,Proposed (2016)[174]IndiaNone
8Lunar ResourcesMoonUnited StatesNone
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" + ], + "text/plain": [ + " Company name Body to be mined \\\n", + "1 Deep Space Industries Near-Earth asteroids \n", + "2 Air Space and Beyond Near-Earth asteroids and other space bodies \n", + "3 ispace Moon \n", + "4 Moon Express Moon \n", + "5 Planetary Resources Near-Earth asteroids \n", + "6 Shackleton Energy Company Moon \n", + "7 Space Development Nexus Near-Earth asteroids \n", + "8 Lunar Resources Moon \n", + "\n", + " Mining craft Mining status Ref Nation \\\n", + "1 Prospector-1, Harvestor 1 Development [168][169] United States \n", + "2 Black Widow 0001 Development N/A - \n", + "3 Hakuto-R Development [170][171] Japan \n", + "4 MX-1, MX-2, MX-5, MX-9 Development [172] United States \n", + "5 Arkyd Series 100, 200, 300 Development [173] United States \n", + "6 TBD Proposed (2007) [165] United States \n", + "7 SDNx BR-1, BR-2, Proposed (2016) [174] India \n", + "8 United States \n", + "\n", + " 6 \n", + "1 None \n", + "2 None \n", + "3 None \n", + "4 None \n", + "5 None \n", + "6 None \n", + "7 None \n", + "8 None " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mining_nationality = [\"United States\", \"-\", \"Japan\", \"United States\", \"United States\",\"United States\",\"India\", \"United States\"]\n", + "ds_mining[\"Nation\"] = mining_nationality\n", + "ds_mining" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Privat Launch Vehicle makers" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "launcher = data[4].split(\"\\n\")\n", + "launcher = [launcher[i].split(\";\") for i in range(84)]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Company nameLauncher nameLauncher typeNo. of stagesMaximum reachLauncher statusMaiden flightRefNation9
1ARCAHaas 2bSuborbital crewed rocket1SuborbitalDevelopment[23]United StatesNone
4Australian Space Research InstituteAUSROC NanoLight rocket2LEODevelopment[26]AustraliaNone
5Astra SpaceRocket 1Sounding rocket2SuborbitalRetired (0/1)2018[27][28][29]United StatesNone
9Blue OriginNew ShepardSuborbital crewed rocket1SuborbitalOperational (8/8)2015United StatesNone
13Exos AerospaceSARGESounding rocket1SuborbitalOperational (1/1)2018[40][41]United StatesNone
14Firefly AerospaceFirefly AlphaLight rocket2LEODevelopment2019 (planned)United StatesNone
17Gilmour Space TechnologiesArielSounding rocket1SuborbitalDevelopment2019 (planned)[44]AustraliaNone
19Generation OrbitGOLauncher 1Air-launched sounding rocket1 + airplaneSuborbitalDevelopment2019 (planned)[45]MalaysiaNone
21Independence-X AerospaceDNLV (Dedicated Nano Launch Vehicle)Light rocket2LEODevelopment2023 (planned)[46][47]United StatesNone
25Interstellar TechnologiesMomoSounding rocket1SuborbitalOperational (0/2)2017[50][51]JapanNone
26Leaf SpacePrimoLight rocket2LEOProposed[52][53]ItalyNone
30Mishaal AerospaceM-SVSounding rocket1SuborbitalDevelopment[57][58][59]United StatesNone
33OneSpaceOS-XSounding rocket2SuborbitalOperational (2/2)2018[62]ChinaNone
37OrbexPrimeLight rocket2LEODevelopment2021 (planned)[66]United KingdomNone
43PLD SpaceMiura 1Sounding rocket1SuborbitalDevelopment2019 (planned)[72][73][74]SpainNone
45Relativity SpaceTerran 1Light rocket2LEODevelopment2020 (planned)[75]United StatesNone
46Rocket CraftersIntrepid-1Light rocket2LEODevelopment2018 (planned)[76][77]United StatesNone
47Rocket LabĀtea-1Sounding rocket2SuborbitalRetired (1/1)2009[78][79]United StatesNone
50RocketStarStar-LordLight rocket2LEODevelopment2019 (planned)[82]United StatesNone
52SkyroraSkyrora-1Sounding rocket1SuborbitalDevelopment2018 (planned)[84][85]ScotlandNone
54SpaceForestBigosSounding rocket1SuborbitalOperational (5/5)2015[88]PolandNone
60SpaceXFalcon 1Light rocket2LEORetired (2/5)2008[96]United StatesNone
70United Launch AllianceAtlas VMedium rocket2 + 0-5 boostersTMIOperational (78/79)2002[108]United StatesNone
77Vector LaunchVector-RLight rocket2LEODevelopment2018 (planned)United StatesNone
81Virgin GalacticLauncherOneAir-launch-to-orbit2 + airplaneLEOTestingQ4 2019 (planned)[113]United StatesNone
82Zero2infinityBloostarRockoon system (high-altitude balloon and in-s...3 + high-altitude balloonLEODevelopmentUnknown[114]SpainNone
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" + ], + "text/plain": [ + " Company name Launcher name \\\n", + "1 ARCA Haas 2b \n", + "4 Australian Space Research Institute AUSROC Nano \n", + "5 Astra Space Rocket 1 \n", + "9 Blue Origin New Shepard \n", + "13 Exos Aerospace SARGE \n", + "14 Firefly Aerospace Firefly Alpha \n", + "17 Gilmour Space Technologies Ariel \n", + "19 Generation Orbit GOLauncher 1 \n", + "21 Independence-X Aerospace DNLV (Dedicated Nano Launch Vehicle) \n", + "25 Interstellar Technologies Momo \n", + "26 Leaf Space Primo \n", + "30 Mishaal Aerospace M-SV \n", + "33 OneSpace OS-X \n", + "37 Orbex Prime \n", + "43 PLD Space Miura 1 \n", + "45 Relativity Space Terran 1 \n", + "46 Rocket Crafters Intrepid-1 \n", + "47 Rocket Lab Ātea-1 \n", + "50 RocketStar Star-Lord \n", + "52 Skyrora Skyrora-1 \n", + "54 SpaceForest Bigos \n", + "60 SpaceX Falcon 1 \n", + "70 United Launch Alliance Atlas V \n", + "77 Vector Launch Vector-R \n", + "81 Virgin Galactic LauncherOne \n", + "82 Zero2infinity Bloostar \n", + "\n", + " Launcher type \\\n", + "1 Suborbital crewed rocket \n", + "4 Light rocket \n", + "5 Sounding rocket \n", + "9 Suborbital crewed rocket \n", + "13 Sounding rocket \n", + "14 Light rocket \n", + "17 Sounding rocket \n", + "19 Air-launched sounding rocket \n", + "21 Light rocket \n", + "25 Sounding rocket \n", + "26 Light rocket \n", + "30 Sounding rocket \n", + "33 Sounding rocket \n", + "37 Light rocket \n", + "43 Sounding rocket \n", + "45 Light rocket \n", + "46 Light rocket \n", + "47 Sounding rocket \n", + "50 Light rocket \n", + "52 Sounding rocket \n", + "54 Sounding rocket \n", + "60 Light rocket \n", + "70 Medium rocket \n", + "77 Light rocket \n", + "81 Air-launch-to-orbit \n", + "82 Rockoon system (high-altitude balloon and in-s... \n", + "\n", + " No. of stages Maximum reach Launcher status \\\n", + "1 1 Suborbital Development \n", + "4 2 LEO Development \n", + "5 2 Suborbital Retired (0/1) \n", + "9 1 Suborbital Operational (8/8) \n", + "13 1 Suborbital Operational (1/1) \n", + "14 2 LEO Development \n", + "17 1 Suborbital Development \n", + "19 1 + airplane Suborbital Development \n", + "21 2 LEO Development \n", + "25 1 Suborbital Operational (0/2) \n", + "26 2 LEO Proposed \n", + "30 1 Suborbital Development \n", + "33 2 Suborbital Operational (2/2) \n", + "37 2 LEO Development \n", + "43 1 Suborbital Development \n", + "45 2 LEO Development \n", + "46 2 LEO Development \n", + "47 2 Suborbital Retired (1/1) \n", + "50 2 LEO Development \n", + "52 1 Suborbital Development \n", + "54 1 Suborbital Operational (5/5) \n", + "60 2 LEO Retired (2/5) \n", + "70 2 + 0-5 boosters TMI Operational (78/79) \n", + "77 2 LEO Development \n", + "81 2 + airplane LEO Testing \n", + "82 3 + high-altitude balloon LEO Development \n", + "\n", + " Maiden flight Ref Nation 9 \n", + "1 [23] United States None \n", + "4 [26] Australia None \n", + "5 2018 [27][28][29] United States None \n", + "9 2015 United States None \n", + "13 2018 [40][41] United States None \n", + "14 2019 (planned) United States None \n", + "17 2019 (planned) [44] Australia None \n", + "19 2019 (planned) [45] Malaysia None \n", + "21 2023 (planned) [46][47] United States None \n", + "25 2017 [50][51] Japan None \n", + "26 [52][53] Italy None \n", + "30 [57][58][59] United States None \n", + "33 2018 [62] China None \n", + "37 2021 (planned) [66] United Kingdom None \n", + "43 2019 (planned) [72][73][74] Spain None \n", + "45 2020 (planned) [75] United States None \n", + "46 2018 (planned) [76][77] United States None \n", + "47 2009 [78][79] United States None \n", + "50 2019 (planned) [82] United States None \n", + "52 2018 (planned) [84][85] Scotland None \n", + "54 2015 [88] Poland None \n", + "60 2008 [96] United States None \n", + "70 2002 [108] United States None \n", + "77 2018 (planned) United States None \n", + "81 Q4 2019 (planned) [113] United States None \n", + "82 Unknown [114] Spain None " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_launcher = pd.DataFrame(launcher)\n", + "ds_launcher = ds_launcher[(ds_launcher[0]!=\"\")&\n", + " (ds_launcher[3] == \"1\")|\n", + " (ds_launcher[3] == \"2\")|\n", + " (ds_launcher[3] == \"3-4\")|\n", + " (ds_launcher[3] == \"1 + airplane\")|\n", + " (ds_launcher[3] == \"variable\")|\n", + " (ds_launcher[3] == \"2 + 0-5 boosters\")|\n", + " (ds_launcher[3] == \"2 + airplane\")|\n", + " (ds_launcher[3] == \"3 + high-altitude balloon\")]\n", + "\n", + "ds_launcher= ds_launcher.rename(columns={0:\"Company name\",1:\"Launcher name\",2:\"Launcher type\",3:\"No. of stages\",4:\"Maximum reach\",5:\"Launcher status\",6:\"Maiden flight\",7:\"Ref\",8:\"Nation\"})\n", + "launcher_nation = [\"United States\",\"Australia\",\"United States\",\"United States\",\"Canada\",\"-\",\"United States\",\"United States\",\"Australia\",\"Malaysia\",\"United States\",\"Japan\", \"Italy\",\"United States\",\"United States\",\"China\",\"United Kingdom\",\"Germany\",\"Spain\",\"United States\",\"United States\",\"United States\",\"United States\",\"Scotland\",\"Poland\",\"United States\",\"-\",\"United States\",\"United States\",\"United States\",\"United States\",\"Spain\"]\n", + "\n", + "ds_launcher[\"Nation\"]=launcher_nation\n", + "ds_launcher = ds_launcher[(ds_launcher[\"Company name\"] != \"Canadian Arrow\")&\n", + " (ds_launcher[\"Company name\"] != \"Lockheed Martin\")&\n", + " (ds_launcher[\"Company name\"] != \"Orbital Transport & Raketen AG\")&\n", + " (ds_launcher[\"Company name\"] != \"Space Services Inc.\")&\n", + " (ds_launcher[\"Company name\"] != \"Datiotec Aeroespacial / INMEU A.C.\")& \n", + " (ds_launcher[\"Company name\"] != \"SpaceLS\")]\n", + "(ds_launcher)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " Nation Company name\n", + "9 United States 15\n", + "0 Australia 2\n", + "7 Spain 2\n", + "1 China 1\n", + "2 Italy 1\n", + "3 Japan 1\n", + "4 Malaysia 1\n", + "5 Poland 1\n", + "6 Scotland 1\n", + "8 United Kingdom 1" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "launcher_per_nation = ds_launcher.groupby(\"Nation\", as_index = False).agg({\"Company name\":\"count\"}).sort_values(by = \"Company name\", ascending = False)\n", + "launcher_per_nation" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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Ii4uTURsREemY1hCYNm0a2rRpAzMzMxQrVgz29vbw9fWVURsREemY1hB48OABOnfuDKVSCRMTE4wZMwaPHj2SURsREemY1hBQKBRQqVTq2ykpKRq3iYjo30vrfgJOTk4YPXo0nj17hs2bN2Pbtm1wcXGRURsREemY1hAYPHgwQkJCoFKpEB4eji5dusDb21tGbUREpGNvtbOYh4cH9wQmIiqEtIbAnj17sGjRIiQnJ2scj4iI0FlRREQkh9YQmDNnDnx9fVGpUqX3aiAlJQVdu3bFzz//jAoVKiA8PByzZs1Ceno6XFxc4OPj817PS0RE/5zWEChfvjz+85//vNeTX7hwAb6+vrhz5w4A4MWLF5gwYQLWrVuHsmXLYtCgQThy5Ahatmz5Xs9PRET/jNYpoh4eHggICEBERAQiIyPV/72NrVu3YsqUKbC1tQUAXLx4EZUrV0bFihVhbGyM9u3bY9++ff/sFRAR0XvT2hM4deoUjh49iuPHj2sc37lzp9Yn9/f317gdFxcHGxsb9W1bW1vExsa+ba0AgJIlLd/p5z8UGxsrvbRLRKRLWkPg6tWrOHr0KMzMzP5xYyqVCgqFQn1bCKFx+20kJKRApRLSP5Tj459JbY+I6ENQKhVv/PKsdTioVKlSyMrK+iDFlClTBvHx8erb8fHx6qEiIiKST2tPoHTp0nB3d0fTpk1hamqqPv4+i8jVqVMHt2/fxt27d1GhQgXs2rULXl5e7/w8RET0YWgNgUqVKr339NBXmZmZYfbs2Rg2bBjS09PRsmVLODs7f5DnJiKid6cQQoh3fVBqaiqKFCmii3q0yn1OoPvYDVLa3BjYg+cEiOhfSds5Aa09gQMHDmDx4sVITU2FEAIqlQqJiYmIior6oIUSEZF8WkMgMDAQI0aMwKZNmzBgwAAcOHAARYsWlVEbERHpmNbZQRYWFnB1dUXdunVhZmaGqVOn4o8//pBQGhER6ZrWEDAzM0NGRgYqVaqEa9euQalUvvPcfiIiKpi0Dge1bt0aAwcOREBAALp06YKzZ8/io48+klEbERHp2FttKtOhQweULl0aS5cuRWRkJNzc3GTURkREOqZ1OAgA7t+/j7CwMNy/fx9ly5bF2bNndV0XERFJoLUn4Ovri6NHj6Jy5crqYwqFAk5OTjotjIiIdE9rCERERGDPnj2wtNTP6p1ERKQ7WoeDypYtywAgIiqktPYE6tWrBx8fHzg6OsLc3Fx9nMNBRET/flpDIGd5iG3btqmP8ZwAEVHhoDUE1q1bJ6MOIiLSg7eaIkpERIUTQ4CIyIAxBIiIDJjWEPD09MS2bduQlpYmox4iIpJIawj4+vrizJkzaNu2LaZPn44bN27IqIuIiCTQOjuofv36qF+/PpKTk7Fz50589913sLW1Ra9eveDi4vJejYaGhmL58uUAgBYtWmDcuHHv9TxERPTPvNU5geTkZISGhmLr1q2wsrKCi4sLQkND4evr+84NpqWlwd/fH+vWrUNoaCjOnDmD8PDwd34eIiL657T2BEaPHo0jR46gVatWmDp1Kr744gsAQLdu3dC0aVPMmDHjnRrMzs6GSqVCWloaihQpgqysLJiZmb1f9URE9I9oDYFPP/0UEyZMQIkSJTQfaGyMTZs2vXODlpaW+P777+Hi4gILCws0bNgQ9erVe+vHlyypn3WMbGys9NIuEZEuaQ2BQYMGITIyEklJSRBCqI87OTmhatWq79xgdHQ0fv31Vxw+fBhWVlYYPXo0Vq5cif79+7/V4xMSUqBSCekfyvHxz6S2R0T0ISiVijd+edYaApMnT8aRI0c+2H4Cx48fh4ODA0qWLAkA6NixIzZu3PjWIUBERB+O1hA4ceLEB91PwN7eHnPmzEFqaiosLCxw6NAh1KpV64M8NxERvRutIVCuXLkPup9A8+bNcfXqVXTs2BEmJiaoVasWBg4c+MGen4iI3p5e9hMYOHAgP/iJiAoA7idARGTAuJ8AEZEB0xoCd+7cwfr165GamgohBFQqFe7evYvNmzfLqI+IiHRI67IRo0aNQmZmJqKiolC+fHn8+eefsLOzk1EbERHpmNYQeP78OaZNm4bmzZujRYsWWLVqFc6fPy+jNiIi0jGtIVC8eHEAQOXKlXHz5k1YW1tDoVDovDAiItI9recEKleuDH9/f3h6emLixIlITU1FVlaWjNqIiEjHtPYEpk6digYNGuDzzz9H586dcfLkSUyfPl1GbUREpGNaewIWFhZo1KgRwsLCYGtri9mzZ8PKiitqEhEVBlp7AmFhYXBycsLq1avxyy+/oG3btjh58qSM2oiISMe09gQWLFiA9evXo3r16gCAK1euwNfXFzt27NB5cUREpFtaewLm5ubqAACAGjVqcHYQEVEhoTUEWrRogeXLlyM1NRXp6enYsmULqlWrhqSkJCQmJsqokYiIdETrcNCKFSuQnZ2N+fPnaxwPDQ2FQqHAtWvXdFYcERHpltYQuHLliow6iIhID7SGwIsXL3Dw4MHXhn569Oihs6KIiEiOt9po/tmzZ6hQoYL6mEKhYAgQERUCWkMgLi4Oe/fulVELERFJpnV2kJ2dHeLj42XUQkREkmntCTg7O8PFxQV2dnYwNv7/H1+7du17N3ro0CEEBQUhLS0NzZo1g6+v73s/FxERvT+tIfDjjz9i0KBBqFSp0gdpMCYmBlOmTMG2bdtQsmRJ9O7dG0eOHEHLli0/yPMTEdHbe6sF5AYMGPDBGgwLC4OrqyvKlCkD4OWyFGZmZh/s+YmI6O1pDYGmTZtiw4YNaNu2LUxNTdXHczabeVd3796FiYkJBg8ejEePHqFVq1YYMWLEWz++ZEnL92r3n7Kx4cqpRFT4aA2BVatWISMjA35+fupj/+RK4ezsbJw5cwbr1q1DkSJF8O2332LHjh3o2LHjWz0+ISEFKpWQ/qEcH/9MantERB+CUql445dnrSFw8eLFD1pQqVKl4ODggBIlSgAA2rRpg4sXL751CBAR0YejdYqoSqXCihUr0KtXL3Tr1g1BQUH/aHtJR0dHHD9+HMnJycjOzsaxY8dQo0aN934+IiJ6f1pDYN68eTh58iR69+6NPn36ICoqCgEBAe/dYJ06ddC/f390794drq6uKFeuHLy8vN77+YiI6P1pHQ46duwYfv31V5iYmAAAWrVqhQ4dOvyjRjt16oROnTr9o+cgIqJ/TmtPQAihDgAAMDU11bhNRET/XlpDwN7eHjNnzsS9e/cQExODWbNmwc7OTkZtRESkY1pDYMqUKUhOTkbXrl3h7e2NJ0+eYNKkSTJqIyIiHdN6TsDS0hKzZ88GAKSnp/PqXiKiQiTfnkBGRgbGjRuHsLAw9bHhw4fjhx9++EdTRImIqODINwQWL16MlJQU1KtXT31s+vTpSEpKwpIlS6QUR0REupVvCPzxxx+YN28eSpYsqT5WunRpBAYG4sCBA1KKIyIi3co3BExMTGBubv7acUtLS42F5IiI6N8r3xBQKpVISUl57XhKSgrPCRARFRL5hoCbmxt8fX2RmpqqPpaamgpfX184OTlJKY6IiHQr3xDo3bs3rKys0KxZM3Tu3BmdOnVCs2bNYG1tjSFDhsiskYiIdCTf6wSUSiX8/PwwePBgXLlyBUqlErVr14atra3M+oiISIe0XixWvnx5lC9fXkYtREQkmdZlI4iIqPBiCBARGTCGABGRAWMIEBEZMIYAEZEB02sIBAQEYPz48fosgYjIoOktBCIiIrBjxw59NU9ERNBTCCQmJmLBggUYPHiwPponIqL/0UsITJ48GT4+PrC2ttZH80RE9D9arxj+0LZt24ayZcvCwcEBwcHB7/z4kiUtdVCVdjY2Vnppl4hIl6SHwJ49exAfHw93d3ckJSUhNTUVM2fOxIQJE97q8QkJKVCphPQP5fj4Z1LbIyL6EJRKxRu/PEsPgVWrVqn/HBwcjNOnT791ABAR0YfF6wSIiAyY9J5Abh07dkTHjh31WQIRkUFjT4CIyIAxBIiIDBhDgIjIgDEEiIgMGEOAiMiAMQSIiAwYQ4CIyIAxBIiIDBhDgIjIgDEEiIgMGEOAiMiAMQSIiAwYQ4CIyIAxBIiIDBhDgIjIgDEEiIgMGEOAiMiAMQSIiAwYQ4CIyIDpZY/hoKAg7N27FwDQsmVLjB07Vh9lEBEZPOk9gfDwcBw/fhw7duxASEgIrly5grCwMNllEBER9NATsLGxwfjx42FqagoAqFq1Kh4+fCi7DCIigh5CoFq1auo/37lzB3v37sWmTZve+vElS1rqoiytbGys8jyuysqE0thESg35tZWRlQlTSTXIbIuIdE8v5wQA4ObNmxg0aBDGjh2Ljz/++K0fl5CQApVK5PuhrCvx8c/yPG5jY4Wzgf2l1FB/7C951mFjY4VvVn0vpYbVfRbl+14QUcGjVCre+OVZL7ODzp49i2+++QajRo2Cp6enPkogIiLooSfw6NEjDBkyBAsWLICDg4Ps5omIKBfpIbBy5Uqkp6dj9uzZ6mNdu3ZFt27dZJdCRGTwpIeAr68vfH19ZTdLRER54BXDREQGjCFARGTAGAJERAaMIUBEZMAYAkREBowhQERkwBgCREQGjCFARGTA9LaAHBU+xa1MYWJuJqWtzBfpSHyW8drxYtYWMDWT89c6Iz0LSclped5XzNoUpmZy3ouM9HQkJb/+XnxUzALGpnLei6yMLDxNyue9KGYOU1NJq9xmZCIp6cVrxz8qbgZjE1MpNWRlZuBpYnqe91kXt4CZiZzfSXpmFpIT8/6d5MYQoA/GxNwMe77uI6Ut17WrgDxCwNTMGDMnbpdSwwT/TvneZ2pmhvk/DJJSx8hZywC8/l4YmxrjwtI/pNRQ57tW+d5namqCefPmSalj1KhRAF4PAWMTUxzdNVVKDS3cpgLIOwTMTIwxcscRKXXM92z5Vj/H4SAiIgPGECAiMmAMASIiA8YQICIyYAwBIiIDxhAgIjJgDAEiIgPGECAiMmAMASIiA6aXENi5cydcXV3h5OSEDRs26KMEIiKCHpaNiI2NxYIFCxAcHAxTU1N07doVjRs3xqeffiq7FCIigyc9BMLDw9GkSRMUL14cAPDVV19h3759GDp06Fs9XqlUqP9c6qOiOqlRW7uvMrUuqfc6SlmW0HsNAGBRSv/vRbHiRfReAwBYF9f/e2FiZa73GgDA2tpa73WYWRTXew0A8FEROQsL5tTxploAQCGEEJLqAQAsW7YMqamp8PHxAQBs27YNFy9ehJ+fn8wyiIgIejgnoFKpoFD8fzIJITRuExGRPNJDoEyZMoiPj1ffjo+Ph62trewyiIgIegiBpk2bIiIiAk+ePEFaWhr279+PFi1ayC6DiIighxPDpUuXho+PD77++mtkZmaiU6dOqF27tuwyiIgIejgxTEREBQevGCYiMmAMASIiA8YQICIyYAwBIiIDxhAgIjJg0qeIypaYmIirV6+iadOmWLZsGa5cuYLRo0ejUqVKUuu4evUqUlNTIYRAdnY27t+/j06dOkmtgTRlZGTA1NRU32UQ6VWhD4FRo0ahadOmAIB9+/ahd+/emDhxItatWyetBl9fX5w+fRpJSUn45JNPEB0djXr16kkPgeTkZOzcuROJiYnIPTP4bRfv+5ASExORlpamEYoODg5Sa3BycoKjoyM8PT31dq3KzZs3kZSUpPH7aNiwoV5qMWSRkZFvvF/m7+TWrVvYunUrkpKSNI7PmjVLJ+0V+hBISkpCv3794OfnB09PT3h4eGDt2rVSawgPD8fvv/8OPz8/fP3110hLS8Ps2bOl1gAA33//PaysrFCtWjW9rte0ePFirFmzBllZWShevDji4uJQs2ZNbNu2TWode/fuxe+//4758+cjISEBHh4e6NChA2xsbKS0P23aNBw+fBgVK1ZUH1MoFNL/fgLA+fPn1Ys7CiGgUqnw8OFDHDp0SOdt//DDD2+8X1cffrktXrwYwMsvJ/fu3UO9evWgVCoRFRUFOzs7bN68Wec15Bg6dChcXV1RvXp1Ke0V+hBQqVS4fPkyDhw4gPXr1+PatWvIzs6WWoOtrS1MTExQtWpVXL9+He3atcOzZ8+k1gAAjx8/xqpVq6S3+6qQkBAcOXIE/hUbB/cAABz9SURBVP7++Pbbb3Hr1i1s3LhReh0WFhbw8PCAh4cHwsLCMGPGDAQFBcHBwQHjxo1D5cqVddr+iRMnsG/fPpiby1vuOT8TJkxAv379sGPHDvTq1Qv79+/H559/LqXtRo0aAQAOHz6M58+fo0OHDjA2NsaePXtgZWUlpYackYEBAwYgKChI/bt/8OABJk+eLKWGHNbW1lJ754U+BMaMGYPAwED07dsXFStWROfOnbV+8/jQSpcujWXLlsHBwQFz5swB8HI8WrbPPvsM0dHRsLe3l952bra2trC0tES1atUQHR0NJycnzJs3T3odd+/exW+//YZdu3ahXLlyGD16NJycnHDy5EkMGDAA+/fv12n7FStWREG5YN/U1BReXl548OABrK2tERgYiPbt20tp29PTEwCwceNGbNmyBUrly/kqLi4u6Ny5s5Qacjx8+FAj/MuVK4eHDx9KrcHT0xMLFixAkyZNYGz8/x/RuhqSKvQh4ODggNq1ayMmJgZCCKxevRpFisjbdAQA/P39ceTIEdSuXRtOTk7YtWsXpk6dKrUG4OX4s6enJ0qWLAkzMzP1Mt4HDx6UWoelpSVCQkJQo0YNrF+/Hra2tnjx4oXUGgCgT58+6NixI/773/+ifPny6uMtW7bEiRMndN5+sWLF0K5dO3zxxRcaJ6hlDH+8yszMDImJiahSpQouXLgABwcH6T3mZ8+eITExESVKvNwg6fHjx0hNTZVaQ40aNTBu3Di4uLhACIGdO3eiQYMGUmuIiorCuXPncO7cOfUxXQ4TFvq1gyIiIjB58mRkZ2djy5YtaN++PebOnYvmzZvrvO34+HjY2Njk+02iXLlyOq8htwcPHuR5PPcHoAyxsbHYvXs3+vbti9mzZyM8PByDBg1Cu3btpNahbzt27MjzeM43Y5n27t2LrVu3YsmSJfD29oZSqYS9vb3UHlpISAjmzp2LevXqQQiB8+fPw9fXF1999ZW0GjIyMrB+/XqcPn0awMtVj7t3767xjVzX2rdvj507d0prr9CHgLe3N5YuXYoBAwYgJCQEf/75J0aOHInffvtN520PGjQIy5YtQ+vWraFQKDS6/jK/gR8+fBiOjo4ICQnJ834PDw8pdRQU9vb2r21slEOhUODatWvSaikIs6Ry5PQMU1NTcefOHXz22WfSJxDExcUhKioKCoUC9evXR8mS8rbozJGSkoJnz55p/L2Q+YVt5MiRGDhwoLRh20I/HKRSqTRme8jc0H7ZsmUAIGWGxZtcunQJjo6OOHXqVJ73yw6B4OBgBAQEIDk5WeO4rA/f6OhoKe1os2TJEqxevRpZWVn46KOPEBsbK32W1JIlSzBs2LB8z5PJHJpKTk5GWFiYegrzjRs3AMidwvzzzz9j+fLlKF68uPqLm+wh01u3bsHT0xM2NjYwMTHReQ2FPgTKlCmDw4cPQ6FQIDk5GRs2bJCW6gVh6hsADB8+PN/29DEWv3TpUqxbtw52dnbS287tyZMn+O233/D8+XP1tMj79+8jMDBQSvs7duzQ+yypGjVqAPj/GTr6VBCmMG/fvh0HDhxQn5fQhx9//FFqe4U+BKZPnw5/f388evQIbdu2RePGjaVtal8Q/mHldujQISxcuFBjLviLFy8QEREhtQ5bW1u9BwAAjBgxAmXLlsX58+fRpk0b/PHHH6hVq5a09gvCLKnWrVsDeHkeIi4uDra2tjhz5gyuX78OLy8vqbUUhCnMZcuWRbFixfRaQ7ly5bBp0yacPHkSWVlZaNKkCXr27Kmz9gp9CERHR2P+/Pkax/bv3w8nJyedt537BF9eY7+yzZo1C35+fli1ahUGDx6MAwcOIC0tTXodNWrUwPDhw9GsWTOYmZmpj8seloqLi8PatWsREBAAJycn9O/fH71795bWfkGZJQUAU6ZMQWZmJvr27YtRo0ahWbNmiIqKwty5c6XVUBCmMH/88cfo3r07GjdurDFjS+aQVGBgIO7evQsvLy8IIRAcHIyYmBhMnDhRJ+0V2hDYs2cPMjIysHjxYvVwCABkZWVh2bJlUkIgR0EY+wUAKysrNGnSBOfOncOzZ88wZswYuLq6Sq0BeHnirWjRojh//rzGcdkhkPONr0qVKoiOjkadOnWktu/v74/du3fDw8MDf/zxByZPnowRI0ZIrSHHpUuX8OuvvyIoKAidOnXCsGHDpPcECsIU5tKlS6N06dLS2svLiRMnEBISor5eolWrVjq9ZqPQhsDz589x7tw5PH/+XOOEqJGREXx8fKTWUhDGfgHA3Nwct2/fRtWqVXH69Gk0adIEmZmZ0uvQxzz4vDRp0gTDhw/HuHHj0LdvX1y5ckXq1bulS5eGu7s79u/fjwYNGmDw4MF6G4rIzs6GSqXCwYMHMW3aNKSlpUnvJQYFBUltLy+vfuMXQkjvtWdnZyMrK0vdE8nOzoaRkZHO2iu0IeDt7Q1vb29ERETobcpdjoIw9gu8HANfuHAh5syZg+XLl2PLli1SF7F7dcrsq2RftObj44N79+6hfPnymDdvHs6cOSO12x8aGorAwEDUr18f2dnZmDp1KmbMmIGWLVtKqyGHh4cHmjdvjnr16qFOnTpwdXVFly5dpNZgY2ODI0eO4Pnz5wCgHjb9/vvvpdWwZcsWBAQEaARghQoVEBYWJq2G9u3b4+uvv1ZfN7N7926dXkNT6K8T0OfCWDn69+8PNzc3lC1bFuvXr0e/fv0wZswYqX+xcktMTISRkRFUKpXUb545Jx4LykVrw4YNw5IlSzSO9e7dG2vWrJHSvrOzM9asWaMefnjw4AEGDx4s9UKhHBcvXkStWrXU4fzkyRPpM2SGDh2KpKQk3Lt3Dw0aNMCpU6dQr1499eJuMrRu3Rpr1qzBwoUL4ePjgyNHjuDcuXPSv7QdPXoUEREREEKgSZMmaNWqlc7aKrQ9gRz6XBgrR+6x38OHD+tt7Dc6Ohpjx45FbGwshBD45JNPEBgYKG1vBVtbW/X/w8PD8fTpU437ZYXA0KFDce3aNcTGxuI///mP+nh2djbKlCkjpQYAKFq0qMY1LOXLl4eJiYm09nObM2cOEhMT4e7uDnd3d2krqeZ2/fp17N+/H/7+/vDy8sKIESOk/zspWbIkKlasiOrVq+PGjRvo0aMHNm3aJKXt3MtZW1hYqGdu5dzHtYPekz4XxsqxcOFC9Tj4+PHjpbad24QJE+Dj4wNHR0cAQFhYGMaPHy/9/MT333+P+Ph4VK1aVWNYSNaJ4dmzZyMxMRH+/v7w9fVVHzc2NpZ6hWqtWrUwYMAAeHl5wcjICHv37oWtra36ym6ZJ8rXrVuHBw8eIDQ0FH379kW5cuXg6emJ//znP9KCqWTJklAoFKhSpQquX78ODw8P6eesLCwscPLkSVSvXh0HDhxArVq1pM3Yyr2cdUxMDL744gspy1kX+hAoCAtj3bhxA8+fP0fRokWltvsqIYQ6AACgbdu20i9MAV5eEblv3z7p7eawtLSEpaUlfvrpJ73VAADp6emwtbXFsWPHALz8ALKwsFBPZJA9W6p8+fLw8PCAsbExNm/ejHXr1mHBggUYPXo02rZtq/P2q1WrBj8/P3Tr1g2jR49GXFyc9FVWfX19sX37dowfPx7bt2+Hs7Mzhg0bJqVtfS1nXejPCRSEhbG8vb1x9+5dVKlSRWNevOzNQ+bMmYOiRYuic+fOMDIywp49e3Du3DmMGjUKgLz1UQYOHIipU6dKX0Avx6trB+XImZIoc+2gV7148UIv+wts27YNoaGhiI+Ph4eHBzw9PVGmTBnExsbC09MT4eHhOq8hOzsbUVFRaNCgAQ4dOoTw8HB07ty5QFxYKFO7du2we/du9W0hBFxdXbF3716dtFfoQyApKQnW1tYaC2NZWVlp7OakazkrEr5K9hXFOWOMOR+Ashe069WrFxQKBZ48eYJHjx7B3t5eY+qbPnbU0qe8ruBOS0vDyZMnpdcyduxYeHl5oXHjxq/d9/vvv+t0Jc+CsLVjfjPWcsicuTZ27FgoFAqN5ayLFi2qs5UOCm0IPHr0CEIIDBw4ECtWrFB/4GVnZ2PAgAFShyP8/PwwadIkjWPjxo1DQECAtBoOHz6MqlWrolKlSggLC8P27dvx+eef47vvvpM25puzz3JWVpZ67F0IgYSEBJQqVarALbOha23bts3zCm7ZO1nluHr1qjqQcqZnyphC3KtXr3zvk7XdZn4z1nLInLkmeznrQhsCP/zwA06dOqWelpjD2NgYrVq1woQJE3Rew8SJExETE4PLly+jZs2a6uNZWVl49uyZtKmAK1euxJ49exAQEICsrCx07doVEydOxLVr12BsbCzlvQBefsgMHDgQM2fORIsWLQAACxYsQHBwMFasWKH3Hc9k69ixI4KDg7F06VLUrFkTLVq0gKurK/bs2SO9Fl9fX3VIf/LJJ4iOjka9evWwcuVK6bWkpKRApVLB2tpaetv6njYM4LX9RxQKBczMzHQ2ZbfQnhjOmY2zfPlyDBw4UC81fPvtt3jw4AH8/f01LkIyMjJC1apVpdURGhqKLVu2wMLCAnPnzkXr1q3h7e2tHmuUJSAgAPPmzdMYcvDx8UGDBg0we/ZsrF69WlotBUFBuYIbAMLDw/H777/Dz88PX3/9NdLS0jB79mypNcTExMDHx0e9C2C5cuWwcOFCfPzxxzpvO2facFxcnMa04aysLJQtW1bn7ec2ZMgQ3Lx5E3Z2dhBC4ObNm7CxsYGRkRH8/Pw+/MWvohCLjo4WcXFxQgghLly4IKZPny62b9+ul1piY2OFEEJERkaK9evXi7S0NGltd+jQQf3nTp06ieDgYPVtZ2dnaXV4eHjke1/uGg3F6dOnxfDhw0V6errw8vISDRo0ELNnz9ZLLV26dBFCCLF69Wqxa9cuIYQQ7du3l1rDN998I/bu3au+vXv3btGzZ08pbT979kzExMSIwYMHi/v376v/+/vvv0VmZqaUGnIMGjRIXLp0SX07OjpaDB06VDx8+FB07Njxg7dXaHsCISEhWLx4MRYtWoQXL16gd+/e+Prrr3Ho0CH8/fffGDJkiLRa9L1Co5GREZKTk5Gamopr166hWbNmAF6Og8rcNi8rKwsqlUq9MFYOlUqlt2/A+pB7n4kiRYpgypQpsLe3R9u2bdG9e3e91FS6dGksW7YMDg4OmDNnDoCXY9MyPX36FM7Ozurbrq6u0qbx5p42fOTIEY1lnHP3DGR48OCBxvBx9erVce/ePZQtWxYqleqDt6fU/iP/TmvWrMH27dtRq1YthIaGonHjxvDx8cGCBQukj7leunQJ/v7+2Lt3Lzp16oSZM2fi9u3b0tofOHAgPDw80LlzZ3Tq1Am2trbYs2cPvvnmG/Tr109aHQ0bNsxzkbCcMXFD0ahRo9f+q1evHp48eaK3VUT9/f1RoUIF1K5dG05OTti1axemTp0qtQZTU1NcuXJFffvy5cuwsLCQWsMvv/yCoKAglC1bFhUqVMBPP/0k/XqSihUrYu7cubh58yauX7+OefPmoXLlyoiKinrtC9SHUGhPDLu7uyM0NBTAy9kHrq6u6NatG4DX5+HKqCU4OBheXl6YNm0a7Ozs4OXlJTWMYmNj8fTpU/XJ1yNHjsDc3DzPKYG6kpKSgoEDB+Lvv/+Gvb09zMzMcPXqVZQoUQI//fQTihcvLq2Wgkr2381XT0K+Sua1HBcuXICPjw+KFy8OIQSSkpKwYMECqUt8t2/fHtu2bVNfq5GWloaOHTvqbI5+XlJSUhAUFITw8HAYGRnBwcEB3333HQ4dOoRPPvnkg39hKrTDQQqFAhkZGUhNTUVUVBRmzpwJ4GWXU/YVwwVhhcZX10nXx0qVlpaW2LBhA06ePIlr165BqVSiR48eaNCggfRaCpr4+HgcOHBA+lXlPXv2VO+l+ypZa/nHxsYiMDAQN2/ehIODAzw9PWFlZYUqVapobOwigxBC42I9MzMzqUOmwMt/J3ktL9OhQwedtFdoewIbNmzA9u3bAbz8NvPjjz8iIiICCxYsgLOzM/r27Su1ntxj4fpYoZEKtjNnzuDXX3/FoEGDpMyGKUj69esHOzs7NG7cGL///jsA/e05MWPGDPVV0sDLvUBKly6tscaUrgUHByMgIADJyckAdH8le6ENAeDl8rjx8fFo0aIFTExMEBISApVKhY4dO0qtI+dK2VcZ2hWyVHDduXMH69ev17h6+f79+9iwYYPO23Zzc8OuXbsAAJmZmfDw8JA6JJabEEK9v6/43zLOXbp0kdobaNOmDZYuXSptuYxCOxwEALVr19a4LXtBrhy5F6DKysrCwYMH9XIhDFF+Ro4ciVatWuHs2bPw9PREWFgYqlWrJqXt3Fesm5iY6G05bQDqEFy8eDFiY2OxefNmZGZmSg0BW1tbqeslFeoQKCheXQ6hadOm8Pb2lrpjEtGbZGZmYvjw4cjKysLnn3+Ozp07S99jOMeb1vDRtVGjRqF69eoAXu73oFKpMHbs2NeuItalGjVqYPjw4WjWrJnGgpO6+hLLEJAg9wwM8b8rABMTE/VYEZEmCwsLZGRk4OOPP8aVK1eknqy/efOmxlz8nM1+csbCZS7e9vDhQ/z8888AXp6g9fHxgbu7u7T2gZezg4oWLYrz589rHGcIvKOCNPWtZ8+e6j8rlUp89NFH0k9ME72Ju7s7Bg8ejLlz56JLly44duyYtF3Wck4GFwQKhQLXr19X9wb++usv6bODZJ8UL7QnhnOWhk1PT0dCQgIqVqwIpVKJe/fuoWLFinr5i5eZmYmwsDBs2rQJly9fRlRUlPQaiHLL2cUMAJ49ewYrKys8fPgQRYoUgYmJCXr06KHH6uQLDw/HmDFjULp0afWy53PmzJHSMxo0aBCWLVuW77LWuuoRFdoQyOHj46MxF/3ixYv45ZdfpG5eHRMTg61btyI4OBhJSUkYPHgwunfvzmmipHf29vYoWbIkHBwc8jwhq6+pmvpw+PBhfPrppyhdujTWrl2Lo0ePombNmvDx8ZFysjpnxeO8lrUWQqBChQo6abfQLhuR46+//tJI8dq1a0tbsiEsLAz9+vWDt7c3EhMTERgYCFtbWwwdOpQBQAXCjh070LFjR9y6dQsKhQLt2rWDv78/Zs2aZVABsHLlSgQFBSE9PR23bt1CUFAQ2rdvjxcvXiAwMFBKDfv37wfwcu+C3P9ZWFjodAmPQntOIEeZMmWwaNEiuLq6QgiB0NBQaRfjDBs2DC4uLtiyZYt6v1B9znwgetVnn32Gzz77DKNGjcKlS5ewZ88ezJ8/HzVr1kS7du2kLiuiTwVhufV169bB2NgYXbt2VR87duwYxo8fr95/QxcKfQjMmTMHixcvxsiRIwG8nJ4p6xvOb7/9huDgYHTv3h3ly5dHu3btpC9ZQfS2atWqhVq1auHMmTOYO3cudu7caTDnrRQKhXqxulOnTqlXc5X5pW3t2rXo06cPjI2N4eHhof4dTJkyBU5OTjprt9CfEwBeXgBy79492NnZ4cWLFyhSpIjU9rOysvDHH38gODgYR48eRdOmTdGjRw+9rN9D9CohBCIjI7Fv3z4cPXoUn332GZydneHo6Cj934q+dOzYEatXr0ZqairatGmDQ4cOqcfnBw8eLG0XwPj4ePTt2xeZmZmoXLky/P39UapUKd02+sF3KChgwsPDRZs2bYSjo6OIj48XjRo1EseOHdNbPQkJCWLlypXSN+wgysvkyZOFo6OjGDJkiNi1a5dITU3Vd0l6sXfvXuHo6Ci+/PJLMWXKFCHEy01t2rRpI3bs2CG1loSEBOHm5iat3ULfE/D29sbSpUsxYMAAhISE4M8//8TIkSPx22+/6bs0Ir2zt7dH8eLF1d/4Xx3+kHmhlr7pe7n13JsNPXnyBMePH4eLi4t6ZpKuhrEL/TkBlUoFGxsb9e1PP/1Uj9UQFSyG9CGvjb6XW391eZncu6zpUqEPgTJlyuDw4cNQKBRITk7Ghg0bpF4tTFSQlS9fXt8l0P/kLF8tW6EfDkpISIC/vz/Cw8MhhEDjxo0xadIkjd4BEZGhKvQhcOLECfXG6jn279+v0ylXRET/FoV2OGjPnj3IyMjA4sWLMXz4cPXxrKwsLFu2jCFARAWKvha9LLQh8Pz5c5w7dw7Pnz/HqVOn1MeNjIzg4+Ojx8qIiF6Xs9+z7EUvC/1wUEREBBwcHPRdBhHRW5G96GWh7QlMmjQJfn5+WLp0KX766afX7uf+vkRUEMle9LLQhkCXLl0AaO7vS0RU0Mle9LLQDwcBL7evS0pKQu6X2rBhQz1WRESUt6SkJCxevBinT58G8HLRy2HDhsHS0lIn7RX6EJg+fToOHTqEihUrqo8pFAoOBxFRgSVz0ctCOxyU4/jx49i3bx/Mzc31XQoRkVYRERGYPHkysrOzsXXrVrRr1w7z5s1D8+bNddJeod9ZrGLFiijknR0iKkTmz5+PjRs3wtraGqVKlcKGDRt0urtZoe8JFCtWDO3atcMXX3wBU1NT9XFD2jqPiP49ZC96WehD4Msvv8SXX36p7zKIiN6K7EUvC/2JYSKifxPZi14W2hCwt7fX2CBDoVDA2toaTZs2xeTJk1G8eHE9VkdElDfZi14W2hDIy+PHj7F161b8+eefmD9/vr7LISJS07boZVhYmE7aLfTnBHIrVaoUvvvuO7Rr107fpRARadDXopcG1RPI4eHhgZCQEH2XQUT0GtmLXhpUTwB4ObbG8wFEVNDoa9HLQhsCrVu31jgxDAApKSmoXLky5syZo6eqiIjypq9FLwvtcNCDBw80biuVSlhbW6No0aJ6qoiI6O3IXPSy0IYAEdG/kexFLwvtcBAR0b+R7EUvC/0CckRE/yayF71kT4CIqACRveglQ4CIqACRveglTwwTERkw9gSIiAoAfS16yZ4AEVEBJWPRS4YAEVEB165dO+zevVsnz80pokREBZyJiYnOnpshQERUgOl60UueGCYiKgD0teglzwkQERUA+lr0kiFARGTAeE6AiMiAMQSIiAwYQ4AIwP3791G9enVs27ZN4/jKlSsxfvz4Nz42KCgIBw4cAAAsWrSI+1fTvwpDgOh/lEolAgICcOvWrXd63KlTp5CVlQUA+P777+Hh4aGL8oh0glNEif7H3Nwcffr0wejRo7F582aNZXxv376N6dOn4/nz54iPj4e9vT0WLlyI7du34/LlywgMDISRkREOHjyIatWqoV+/fjhz5gwCAwORlpYGExMTjBgxAi1atEBwcDDCwsKgVCpx9+5dmJubIyAgAFWrVtXjqydDxZ4AUS7ffvstihQpggULFmgc37p1Kzw8PLB161bs378f9+/fxx9//IEePXqgZs2aGDt2LNq2bav++adPn2L48OGYOHEidu7ciYCAAIwZMwYxMTEAgMjISEyaNAm7du1CnTp1sHz5cqmvkygHewJEuSiVSsyZMwceHh5o3ry5+viYMWNw4sQJrFixAnfu3EFcXBxSU1PzfZ6LFy+iUqVKqFOnDgCgWrVqqFevHk6fPg2FQoEaNWqgTJkyAIDPP/8cYWFhun1hRPlgCBC9omzZspg2bRrGjRunHt8fOXIksrOz4eLiglatWuHRo0dv3AIwOzv7tas/hRDIysqCiYmJxv6xCoVC6naCRLlxOIgoD87OzmjRogXWrFkD4OXm30OGDIGrqysA4MKFC8jOzgYAGBkZqU8M56hbty5u3bqFixcvAgBu3ryJyMhINGrUSOKrINKOPQGifPj6+uLs2bMAAB8fHwwZMgRFihSBpaUlGjZsiHv37gF4uebL/PnzkZmZqX5siRIlsGjRIvj5+eHFixdQKBSYNWsWqlSpgqioKL28HqK8cNkIIiIDxuEgIiIDxhAgIjJgDAEiIgPGECAiMmAMASIiA8YQICIyYAwBIiID9n8r9ls7ZAV1kgAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.set_style(\"whitegrid\")\n", + "sns.set()\n", + "ax = sns.barplot(x = \"Nation\", y = \"Company name\", data = launcher_per_nation)\n", + "ax.set_title(\"Space Companies per Nation\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "\n", + "ax.figure.savefig(\"Space Companies per Nation.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "labels = list(set(launcher_per_nation[\"Nation\"]))\n", + "sizes = [2/26,1/26,1/26,1/26,1/26,2/26,15/26,1/26,1/26,1/26]\n", + "colors = [\"powderblue\", \"lightblue\",\"slategrey\", \"skyblue\"]\n", + "explode = (0.005, 0, 0, 0,0,0,0,0,0,0)\n", + "\n", + "fig1, ax1 = plt.subplots()\n", + "ax1.pie(sizes, labels=labels,explode=explode, colors=colors, autopct='%1.1f%%', startangle=320)\n", + "\n", + "centre_circle = plt.Circle((0,0),0.70,fc='white')\n", + "fig = plt.gcf()\n", + "fig.gca().add_artist(centre_circle)\n", + "\n", + "ax1.axis('equal')\n", + "plt.tight_layout()\n", + "plt.title(\"Private Space Companies with launchers per Country\",y= 5, fontsize=15, weight = \"semibold\")\n", + "\n", + "plt.show()\n", + "\n", + "\n", + "ax1.figure.savefig(\"Private_Space_Companies_with_launchers.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Spain',\n", + " 'Poland',\n", + " 'Scotland',\n", + " 'Japan',\n", + " 'Malaysia',\n", + " 'Australia',\n", + " 'United States',\n", + " 'Italy',\n", + " 'United Kingdom',\n", + " 'China']" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "labels" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Privat Research Space Companies" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "research = data[6].split(\"\\n\")\n", + "research = [research[i].split(\";\") for i in range(36)]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Company nameCraft nameCraft purposeCraft statusRefNation6
1ARCADemonstrator 2bdemonstrate reusable monopropellant engineRetiredUnited StatesNone
2Armadillo AerospaceQuaddemonstrate VTOLRetiredUnited StatesNone
3ASRIAUSROC Isystems TestingRetiredAustraliaNone
7Blue OriginGoddarddemonstrate VTOLRetiredUnited StatesNone
8Interorbital SystemsNeutrinosystems TestingOperationalUnited StatesNone
10Lockheed MartinX-33demonstrate SSTOCancelledUnited StatesNone
11Masten Space SystemsXA-0.1demonstrate VTOLRetiredUnited StatesNone
19McDonnell DouglasDC-Xdemonstrate VTOLRetired (11 test flights)United StatesNone
20Rotary RocketRoton ATVdemonstrate VTOLRetired (3 test flights)United StatesNone
21Space Services Inc.Conestoga Isystems TestingRetired (1 test)[93]United StatesNone
22SpaceXGrasshopperdemonstrate VTOLRetired (8 tests)[144]United StatesNone
26Swedish Space Corp.Maxuspayload to 700 kmOperationalSwedenNone
28UP AerospaceSpaceLoft XLpayload to 140 kmOperational[146]United StatesNone
29World View EnterprisesTycho Platformpayload up to 46 km and 300 kgOperational[147]United StatesNone
30zero2infinitynanobloon 1.0payload to 32 kmOperational[148]SpainNone
\n", + "
" + ], + "text/plain": [ + " Company name Craft name \\\n", + "1 ARCA Demonstrator 2b \n", + "2 Armadillo Aerospace Quad \n", + "3 ASRI AUSROC I \n", + "7 Blue Origin Goddard \n", + "8 Interorbital Systems Neutrino \n", + "10 Lockheed Martin X-33 \n", + "11 Masten Space Systems XA-0.1 \n", + "19 McDonnell Douglas DC-X \n", + "20 Rotary Rocket Roton ATV \n", + "21 Space Services Inc. Conestoga I \n", + "22 SpaceX Grasshopper \n", + "26 Swedish Space Corp. Maxus \n", + "28 UP Aerospace SpaceLoft XL \n", + "29 World View Enterprises Tycho Platform \n", + "30 zero2infinity nanobloon 1.0 \n", + "\n", + " Craft purpose Craft status \\\n", + "1 demonstrate reusable monopropellant engine Retired \n", + "2 demonstrate VTOL Retired \n", + "3 systems Testing Retired \n", + "7 demonstrate VTOL Retired \n", + "8 systems Testing Operational \n", + "10 demonstrate SSTO Cancelled \n", + "11 demonstrate VTOL Retired \n", + "19 demonstrate VTOL Retired (11 test flights) \n", + "20 demonstrate VTOL Retired (3 test flights) \n", + "21 systems Testing Retired (1 test) \n", + "22 demonstrate VTOL Retired (8 tests) \n", + "26 payload to 700 km Operational \n", + "28 payload to 140 km Operational \n", + "29 payload up to 46 km and 300 kg Operational \n", + "30 payload to 32 km Operational \n", + "\n", + " Ref Nation 6 \n", + "1 United States None \n", + "2 United States None \n", + "3 Australia None \n", + "7 United States None \n", + "8 United States None \n", + "10 United States None \n", + "11 United States None \n", + "19 United States None \n", + "20 United States None \n", + "21 [93] United States None \n", + "22 [144] United States None \n", + "26 Sweden None \n", + "28 [146] United States None \n", + "29 [147] United States None \n", + "30 [148] Spain None " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_research = pd.DataFrame(research)\n", + "ds_research = ds_research[(ds_research[0]!=\"\")&\n", + " (ds_research[3] != \"\") & \n", + " (ds_research[3] != \"[143]\")&\n", + " (ds_research[3] != \"[145]\")]\n", + "ds_research = ds_research.rename(columns={0:\"Company name\",1:\"Craft name\",2:\"Craft purpose\",3:\"Craft status\",4:\"Ref\",5:\"Nation\"})\n", + "\n", + "research_nationality = [\"United States\",\"United States\",\"Australia\", \"United States\",\"United States\",\"United States\",\"United States\",\"United States\",\"United States\", \"United States\", \"United States\",\"Sweden\",\"United States\",\"United States\",\"Spain\"]\n", + "ds_research[\"Nation\"] = research_nationality\n", + "\n", + "ds_research" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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List of government space agencies

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From Wikipedia, the free encyclopedia
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\n", + "Jump to navigation\n", + "Jump to search\n", + "

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\"The Space Program\" redirects here. For the song by A Tribe Called Quest, see We Got It from Here... Thank You 4 Your Service.
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See also: List of private spaceflight companies
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This is a list of government agencies engaged in activities related to outer space and space exploration. \n", + "

As of 2018, 72 different government space agencies are in existence; 14 of those have launch capability. Six government space agencies—the China National Space Administration (CNSA), the European Space Agency (ESA), the Indian Space Research Organization (ISRO), the Japan Aerospace Exploration Agency (JAXA), the National Aeronautics and Space Administration (NASA), and the Russian Federal Space Agency (RFSA or Roscosmos)—have full launch capabilities; these include the ability to launch and recover multiple satellites, deploy cryogenic rocket engines and operate space probes. \n", + "

The name given is the English version, with the native language version below. The acronym given is the most common acronym: this can either be the acronym of the English version (e.g. JAXA), or the acronym in the native language. Where there are multiple acronyms in common use, the English one is given first.\n", + "

The date of the founding of the space agency is the date of first operations where applicable. If the space agency is no longer running, then the date when it was terminated (i.e. the last day of operations) is given. A link to the Agency's primary website is also given.\n", + "

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List of space agencies[edit]

\n", + "
The capabilities of the space agencies are color-coded as follows
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  Human Lunar Exploration + Operates Space Station + Human Spaceflight + Operates Extraterrestrial Probes + Launch Capability + Operates Satellites
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  Station + Human Spaceflight + Operates Extraterrestrial Probes + Launch Capability + Operates Satellites
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  Human spaceflight + Operates Extraterrestrial Probes + Launch Capability + Operates Satellites
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  Operates Extraterrestrial Probes + Launch Capability + Operates Satellites
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  Launch Capability + Operates Satellites
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  Operates Satellites
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  None Of The Above
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Name\n", + "Initialisms/Acronym\n", + "Country\n", + "Founded\n", + "Terminated\n", + "Capabilities of the space agency\n", + "Ref(s)\n", + "
Astronauts\n", + "Operates Satellites\n", + "Sounding Rockets capable\n", + "Recoverable Biological Sounding Rockets capable\n", + "
Air Force Space Command\n", + "AFSPC\n", + "\"\" United States\n", + "1 September 1982—YesYesYesYes\n", + "[1][2][3]\n", + "
Australian Space Agency\n", + "ASA\n", + "\"\" Australia\n", + "1st July 2018—NoYesYesNo\n", + "[4][5][citation needed]\n", + "
Belarus Space Agency\n", + "BSA\n", + "\"\" Belarus\n", + "2010—NoNoYesNo\n", + "[6]\n", + "
Central American Association for Aeronautics and Space
(Spanish: Asociación Centroamericana de Aeronáutica y el Espacio)\n", + "		ACAE\n", + "\"\" Costa Rica\n", + "2010—NoYesNoNo\n", + "[7]\n", + "
Mexican Space Agency
(Spanish: Agencia Espacial Mexicana)\n", + "		AEM\n", + "\"\" Mexico\n", + "30 July 2010—YesYesYesNo\n", + "—\n", + "
Algerian Space Agency
French: Agence Spatiale Algérienne
Berber: Tafullut Tadzayrit n Tallunt
Arabic: الوكالة الفضائية الجزائرية‎
\n", + "		ASAL\n", + "\"\" Algeria\n", + "16 January 2002—NoYesNoNo\n", + "—\n", + "
Asia-Pacific Space Cooperation Organization
Chinese: 亚太空间合作组织\n", + "		APSCO\n", + "\n", + "
International
\"\" Bangladesh
\"\" China
\"\" Indonesia
\"\" Iran
\"\" Mongolia
\"\" Pakistan
\"\" Peru
\"\" Thailand
\"\" Turkey
\n", + "		28 October 2005—NoYesNoNo\n", + "—\n", + "
German: Agentur für Luft- und Raumfahrt
(Aeronautics and Space Agency);
also Austrian Space Agency;
(Austrian Solar and Space Agency 1977–1987)\n", + "		ALR\n", + "\"\" Austria\n", + "12 July 1972—NoNoNoNo\n", + "[8][9]\n", + "
Azerbaijani: Azərbaycan Milli Aerokosmik Agentliyinin
(Azerbaijan National Aerospace Agency) (Azerbaijan National Aerospace Agency 1974–2013 AzerCosmos[10])\n", + "		AMAKA\n", + "\"\" Azerbaijan\n", + "21 February 1974—NoYesNoNo\n", + "—\n", + "
Bahrain’s National Space Science Agency
(NSSA)\n", + "		NSSA\n", + "\"\" Bahrain\n", + "9 April 2014—NoNoNoNo\n", + "[11]\n", + "
Dutch: Belgisch Instituut voor Ruimte-Aëronomie
French: Institut d’Aéronomie Spatiale de Belgique
(Belgian Institute for Space Aeronomy)\n", + "		BIRA
IASB
BISA\n", + "		\"\" Belgium\n", + "25 November 1964—YesNoNoNo\n", + "[12]\n", + "
Spanish: Agencia Bolivariana para Actividades Espaciales
(Bolivarian Agency for Space Activities)\n", + "		ABAE\n", + "\"\" Venezuela\n", + "1 January 2008—NoYesNoNo\n", + "[13]\n", + "
Portuguese: Agência Espacial Brasileira
(Brazilian Space Agency)\n", + "		AEB\n", + "\"\" Brazil\n", + "10 February 1994—YesYesYes[14]No\n", + "[15]\n", + "
UK Space Agency\n", + "UKSA\n", + "\"\" United Kingdom\n", + "1 April 2010—YesYesYesNo\n", + "[citation needed]\n", + "
Bolivian Space Agency Spanish: Agencia Boliviana Espacial
\n", + "		ABE\n", + "\"\" Bolivia\n", + "2012\n", + "—NoYesNoNo\n", + "[16][17][18]\n", + "
Bulgarian: Българска академия на науките
(Space Research Institute, Solar-Terrestrial Influences Institute) Bulgarian Space Agency\n", + "		ИКИ-БАН
SRI-BAS
ИСЗВ-БАН
STIL-BAS\n", + "		\"\" Bulgaria\n", + "1987—YesYesNoNo\n", + "[19]\n", + "
Canadian Space Agency
French: Agence spatiale canadienne\n", + "		CSA
ASC\n", + "		\"\" Canada\n", + "1 March 1989—YesYesYesNo\n", + "[20]\n", + "
China National Space Administration
(Chinese: 国家航天局)\n", + "		CNSA\n", + "\"\" China\n", + "22 April 1993—YesYesYesYes\n", + "[21]\n", + "
Spanish: Comisión Colombiana del Espacio
(Colombian Space Commission)\n", + "		CCE\n", + "\"\" Colombia\n", + "18 July 2006—NoYesNoNo\n", + "[22]\n", + "
Centre for Remote Imaging, Sensing and Processing\n", + "CRISP\n", + "\"\" Singapore\n", + "1995—NoYesNoNo\n", + "\n", + "
Consultative Committee for Space Data Systems\n", + "CCSDS\n", + "\n", + "
International
\"Italy\" Agenzia Spaziale Italiana (ASI)
\"United British National Space Centre (BNSC)
\"Canada\" Canadian Space Agency (CSA)
\"France\" Centre National d’Études Spatiales (CNES)
\"China\" China National Space Administration (CNSA)
\"Germany\" Deutsches Zentrum für Luft und Raumfahrt (DLR)
\"Not European Space Agency (ESA)
\"Brazil\" Instituto Nacional de Pesquisas Espaciais (INPE)
\"Japan\" Japan Aerospace Exploration Agency (JAXA)
\"United National Aeronautics and Space Administration (NASA)
\"Russia\" Russian Federal Space Agency (RFSA)
\n", + "		1982—NoNoNoNo\n", + "—\n", + "
Committee on Space Research\n", + "COSPAR\n", + "\n", + "
International
\"\" Argentina
\"\" Armenia
\"\" Australia
\"\" Austria
\"\" Belgium
\"\" Bulgaria
\"\" Brazil
\"\" Canada
\"\" China
\"\" Republic of China (Taiwan)
\"\" Czech Republic
\"\" Denmark
\"\" Egypt
\"\" Finland
\"\" France
\"\" Germany
\"\" Greece
\"\" Hungary
\"\" India
\"\" Indonesia
\"\" Iran
\"\" Israel
\"\" Italy
\"\" Japan
\"\" Mexico
\"\" Netherlands
\"\" Nigeria
\"\" Norway
\"\" Pakistan
\"\" Poland
\"\" Portugal
\"\" Romania
\"\" Russia
\"\" Slovakia
\"\" South Africa
\"\" Spain
\"\" Sweden
\"\"  Switzerland
\"\" Thailand
\"\" Turkey
\"\" Ukraine
\"\" United Kingdom
\"\" United States
\"\" Caribbean Community
\n", + "		1958—NoNoNoNo\n", + "[23][24][25]\n", + "
Czech: Ministerstvo dopravy České republiky
(Ministry of Transport of the Czech Republic - Space Technologies and Satellite Systems Department[citation needed][26])\n", + "		[1]
Ministry of Transport of the Czech Republic\n", + "		\"\" Czech Republic\n", + "2003[citation needed]—NoNoNoNo\n", + "[26]\n", + "
Danish: Danmarks Rumcenter
(Danish National Space Center)\n", + "		DRC
DNSC\n", + "		\"\" Denmark\n", + "1 January
1968		31 December
2006		YesNoNoNo\n", + "[citation needed]\n", + "
Danish: Dansk Rumforskningsinstitut
(Danish Space Research Institute)\n", + "		DRKI[permanent dead link]
DSRI\n", + "		\"\" Denmark\n", + "1 January
2005		31 December
2006		NoYesNoNo\n", + "[citation needed]\n", + "
European Space Agency
(French: Agence spatiale européenne)
(German: Europäische Weltraumorganisation)\n", + "		ESA
ASE
EWO\n", + "		\n", + "
ESA
\"\" Austria
\"\" Belgium
\"\" Canada
\"\" Czech Republic
\"\" Denmark
\"\" Estonia
\"\" European Union
\"\" Finland
\"\" France
\"\" Germany
\"\" Greece
\"\" Hungary
\"\" Ireland
\"\" Italy
\"\" Luxembourg
\"\" Netherlands
\"\" Norway
\"\" Poland
\"\" Portugal
\"\" Romania
\"\" Spain
\"\" Sweden
\"\"  Switzerland
\"\" United Kingdom
\n", + "		31 May 1975—YesYesYesYes\n", + "[27][28]\n", + "
Geo-Informatics and Space Technology Development Agency
(Thai: สำนักงานพัฒนาเทคโนโลยีอวกาศและภูมิสารสนเทศ)\n", + "		GISTDA
สทอภ\n", + "		\"\" Thailand\n", + "3 November 2002—NoYesNoNo\n", + "[29]\n", + "
German: Deutsches Zentrum für Luft- und Raumfahrt
(German Aerospace Center)\n", + "		DLR\n", + "\"\" Germany\n", + "1969—YesYesYesNo\n", + "[30]\n", + "
Hungarian: Magyar Űrkutatási Iroda
(Hungarian Space Office)\n", + "		MŰI
HSO\n", + "		\"\" Hungary\n", + "January 1992—NoYesNoNo\n", + "\n", + "
Indian Space Research Organisation
(Hindi: भारतीय अंतरिक्ष अनुसंधान संगठन)\n", + "		ISRO
इसरो\n", + "		\"\" India\n", + "15 August 1969—YesYesYesYes\n", + "[31][32][33]\n", + "
Greek: Ινστιτούτο Διαστημικών Εφαρμογών και Τηλεπισκόπησης
(Institute for Space Applications and Remote Sensing)\n", + "		ΙΔΕΤ
ISARS\n", + "		\"\" Greece\n", + "1955—NoYesNoNo\n", + "[citation needed]\n", + "
Instituto Nacional de Técnica Aeroespacial\n", + "INTA\n", + "\"\" Spain\n", + "1942—YesYesYesNo\n", + "[34][35][36]\n", + "
Iranian Space Agency
(Persian: سازمان فضایی ایران‎)\n", + "		ISA\n", + "\"\" Iran\n", + "2003—NoYesYesYes\n", + "[37][38][39]\n", + "
Israeli Space Agency
(Hebrew: סוכנות החלל הישראלית‎)
\n", + "		ISA
סל\"ה\n", + "		\"\" Israel\n", + "April 1983—YesYesYesNo\n", + "[citation needed]\n", + "
Italian Space Agency
(Italian: Agenzia Spaziale Italiana)\n", + "		ASI\n", + "\"\" Italy\n", + "1988—YesYesYesNo\n", + "[40][41]\n", + "
Japan Aerospace Exploration Agency
(Japanese: 宇宙航空研究開発機構)\n", + "		JAXA\n", + "\"\" Japan\n", + "1 October 2003—YesYesYesYes\n", + "[42][43]\n", + "
National Space Agency (KazCosmos);
Kazakh Space Research Institute\n", + "		NSA (KazCosmos);
SRI\n", + "		\"\" Kazakhstan\n", + "1991—YesYesNoNo\n", + "—\n", + "
New Zealand Space Agency
\n", + "		NZSA\n", + "\"\" New Zealand\n", + "April 2016—NoNoNoNo\n", + "—\n", + "
Korean Committee of Space Technology
(Korean: 조선우주공간기술위원회)\n", + "		KCST\n", + "\"\" North Korea\n", + "1980s2013NoYesYesNo\n", + "[44][45][46]\n", + "
National Aerospace Development Administration
(Korean: 국가우주개발국)\n", + "		NADA\n", + "\"\" North Korea\n", + "2013—NoYesYesNo\n", + "[47]\n", + "
Korea Aerospace Research Institute
(Korean: 한국항공우주연구원)\n", + "		KARI\n", + "\"\" South Korea\n", + "10 October 1989—YesYesYesNo\n", + "[citation needed]\n", + "
Lithuanian Space Association[citation needed]\n", + "LSA\n", + "\"\" Lithuania\n", + "2007—NoYesNoNo\n", + "[48]\n", + "
Malaysian National Space Agency
(Malay: Agensi Angkasa Negara)\n", + "		ANGKASA\n", + "\"\" Malaysia\n", + "2002—YesYesNoNo\n", + "[49]\n", + "
National Aeronautics and Space Administration\n", + "NASA\n", + "\"\" United States\n", + "1 October 1958—YesYesYesYes\n", + "[50]\n", + "
National Authority for Remote Sensing and Space Sciences
(Arabic: الهيئة العامة للاستشعار عن بعد وعلوم الفضاء‎)\n", + "		NARSS\n", + "\"\" Egypt\n", + "1994—NoYesNoNo\n", + "[51]\n", + "
French: Centre National d’Études Spatiales
(National Center of Space Research)\n", + "		CNES\n", + "\"\" France\n", + "19 December 1961—YesYesYesNo\n", + "[52]\n", + "
Paraguayan Space Agency
(Spanish: Agencia Espacial del Paraguay)\n", + "		AEP\n", + "\"\" Paraguay\n", + "26 March 2014—NoNoNoNo\n", + "—\n", + "
Spanish: Comisión Nacional de Investigación y Desarrollo Aeroespacial
(National Commission for Aerospace Research and Development)\n", + "		CONIDA\n", + "\"\" Peru\n", + "11 June 1974—NoYesYesNo\n", + "[53]\n", + "
Philippine Space Agency\n", + "PhilSA\n", + "\"\" Philippines\n", + "8 August 2019—NoYesNoNo\n", + "[55][56]\n", + "
Spanish: Comisión Nacional de Investigaciones Espaciales
(National Commission for Space Research)\n", + "		CNIE\n", + "\"\" Argentina\n", + "19611991NoNoYesYes\n", + "[57][58]\n", + "
Spanish: Comisión Nacional de Actividades Espaciales
(National Space Activities Commission)\n", + "		CONAE\n", + "\"\" Argentina\n", + "28 May 1991—NoYesYesNo\n", + "[57]\n", + "
Indonesian: Lembaga Antariksa dan Penerbangan Nasional
(National Institute of Aeronautics and Space)\n", + "		LAPAN\n", + "\"\" Indonesia\n", + "27 November 1964—YesYesYesNo\n", + "[citation needed]\n", + "
National Remote Sensing Center of Mongolia[citation needed]\n", + "NRSC\n", + "\"\" Mongolia\n", + "1987—NoNoNoNo\n", + "[59]\n", + "
French: Centre national de la cartographie et de la télédétection
(Arabic: المركز الوطني للإستشعار عن بعد‎)
(National Remote Sensing Center of Tunisia)[citation needed]\n", + "		CNT\n", + "\"\" Tunisia\n", + "1988—NoNoNoNo\n", + "—\n", + "
Uzbek State Space Research Agency (UzbekCosmos)\n", + "USSRA (UzbekCosmos)\n", + "\"\" Uzbekistan\n", + "2001—NoNoNoNo\n", + "[2] [60]\n", + "
Ukrainian: Національне космічне агентство України
(National Space Agency of Ukraine)\n", + "		НКАУ
NSAU\n", + "		\"\" Ukraine\n", + "2 March 1992—YesYesYesNo\n", + "[3]\n", + "
National Space Organization
(Chinese: 國家太空中心)\n", + "		NSPO\n", + "\"\" Republic of China (Taiwan)\n", + "3 October 1991—NoYesYesNo\n", + "[61]\n", + "
National Space Research and Development Agency\n", + "NASRDA\n", + "\"\" Nigeria\n", + "1998—NoYesNoNo\n", + "[citation needed]\n", + "
Dutch: Stichting Ruimteonderzoek Nederland
(Netherlands Institute for Space Research)\n", + "		SRON\n", + "\"\" Netherlands\n", + "1983—YesYesNoNo\n", + "[citation needed]\n", + "
Norwegian: Norsk Romsenter
(Norwegian Space Centre)\n", + "		NRS
NSC\n", + "		\"\" Norway\n", + "1987—NoYesYesNo\n", + "[62]\n", + "
Pakistan Space and Upper Atmosphere Research Commission
(Urdu: پاکستان خلائی و بالا فضائی تحقی‍قاتی کمیشن‎)\n", + "		SUPARCO
سپارکو\n", + "		\"\" Pakistan\n", + "16 September 1961—NoYesYesNo\n", + "[citation needed]\n", + "
Portugal Space\n", + "—\n", + "\"\" Portugal\n", + "2019—NoNoNoNo[63][64]\n", + "
Romanian: Agenţia Spaţială Română
(Romanian Space Agency)\n", + "		ASR
ROSA\n", + "		\"\" Romania\n", + "1991—YesYesNoNo\n", + "[citation needed]\n", + "
former Egypt Remote Sensing Center\n", + "EASRT-RSC\n", + "\"\" Egypt\n", + "19711994NoNoNoNo\n", + "[51]\n", + "
French: Centre Royal de Télédétection Spatiale
Berber: Ammas Amrrukan n Tallunt
(Arabic: المركز الملكي للإستشعار البعدي الفضائي‎)
(Royal Center for Remote Sensing)[citation needed]\n", + "		CRTS\n", + "\"\" Morocco\n", + "December 1989—NoYesNoNo\n", + "—\n", + "
Russian: Федеральное космическое агентство
(Russian Federal Space Agency)\n", + "		ROSCOSMOS\n", + "\"\" Russia\n", + "c.1992—YesYesYesYes\n", + "[citation needed]\n", + "
Sri Lanka Space Agency[citation needed]\n", + "SLSA\n", + "\"\" Sri Lanka\n", + "2010 (Proposed)[needs update]—NoYesNoNo\n", + "[65]\n", + "
Turkish: Türkiye Uzay Ajansı
(Turkish Space Agency)\n", + "		TUA\n", + "\"\" Turkey\n", + "2018—NoYesNoNo\n", + "[66][67]\n", + "
Russian: Советская космическая программа
(Soviet space program)\n", + "		СССР\n", + "\"\" Soviet Union\n", + "ca. 1955ca. 1991YesYesYesYes\n", + "[citation needed]\n", + "
Space Research and Remote Sensing Organization\n", + "SPARRSO\n", + "\"\" Bangladesh\n", + "1980—NoNoNoNo\n", + "[68]\n", + "
Polish: Polska Agencja Kosmiczna POLSA
(Polish Space Agency)\n", + "		POLSA
POLSA\n", + "		\"\" Poland\n", + "2014—YesYesNoNo\n", + "[citation needed]\n", + "
South African National Space Agency\n", + "SANSA\n", + "\"\" South Africa\n", + "9 December 2010—NoNoNoNo\n", + "[69]\n", + "
Space Research Institute of Saudi Arabia[citation needed]
(Arabic: معهد بحوث الفضاء‎)\n", + "		KACST-SRI\n", + "\"\" Saudi Arabia\n", + "——NoYesNoNo\n", + "—\n", + "
Vietnamese: Viện Công nghệ vũ trụ Việt Nam
(Space Technology Institute (Vietnam))\n", + "		CNVT or STI
VAST-STI\n", + "		\"\" Vietnam\n", + "20 November 2006—YesYesNoNo\n", + "[70]\n", + "
Swedish: Rymdstyrelsen
(Swedish National Space Agency)\n", + "		SNSA\n", + "\"\" Sweden\n", + "1972—YesYesYesNo\n", + "[citation needed]\n", + "
Swiss Space Office\n", + "SSO\n", + "\"\"  Switzerland\n", + "1998—NoNoNoNo\n", + "[71][72]\n", + "
Turkmenistan National Space Agency\n", + "\n", + "\"\" Turkmenistan\n", + "2011—NoNoNoNo\n", + "[73]\n", + "
United Nations Office for Outer Space Affairs\n", + "UNOOSA\n", + "\"\" United Nations\n", + "13 December 1958—————\n", + "[74]\n", + "
United Nations Committee on the Peaceful Uses of Outer Space\n", + "UNCOPUOS\n", + "\n", + "
International
\"\" Caribbean Community
\"\" Albania
\"\" Algeria
\"\" Argentina
\"\" Australia
\"\" Austria
\"\" Belgium
\"\" Benin
\"\" Bolivia
\"\" Brazil
\"\" Bulgaria
\"\" Burkina Faso
\"\" Cameroon
\"\" Canada
\"\" Chad
\"\" Chile
\"\" China
\"\" Colombia
\"\" Cuba
\"\" Czech Republic
\"\" Ecuador
\"\" Egypt
\"\" France
\"\" Hungary
\"\" Germany
\"\" Greece
\"\" India
\"\" Indonesia
\"\" Iran
\"\" Iraq
\"\" Italy
\"\" Japan
\"\" Kazakhstan
\"\" Kenya
\"\" Lebanon
\"\" Libya
\"\" Malaysia
\"\" Mexico
\"\" Mongolia
\"\" Netherlands
\"\" Nicaragua
\"\" Niger
\"\" Nigeria
\"\" Pakistan
\"\" Peru
\"\" Philippines
\"\" Poland
\"\" Portugal
\"\" South Korea
\"\" Romania
\"\" Russia
\"\" Saudi Arabia
\"\" Senegal
\"\" Sierra Leone
\"\" Slovakia
\"\" South Africa
\"\" Spain
\"\" Sudan
\"\" Sweden
\"\"  Switzerland
\"\" Syria
\"\" Thailand
\"\" Turkey
\"\" United Kingdom
\"\" United States
\"\" Ukraine
\"\" Uruguay
\"\" Venezuela
\"\" Vietnam
\n", + "		12 December 1959—————\n", + "—\n", + "
United Arab Emirates Space Agency
(Arabic: وكالةالإمارات للفضاء‎)\n", + "		UAESA\n", + "\"\" United Arab Emirates\n", + "2014—NoYesNoNo\n", + "[75]\n", + "
Mohammed bin Rashid Space Centre
(Arabic: على مركز محمد بن راشد للفضاء‎)\n", + "		MBRSC\n", + "\"Dubai\" Dubai, \"\" United Arab Emirates\n", + "6 February 2006 (as EIAST)
2015 (as MBRSC)		—NoYesNoNo\n", + "[76]\n", + "
\n", + "

List of space agencies with launch capability[edit]

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Space agency\n", + "Country\n", + "Founded\n", + "Terminated\n", + "Capabilities of the space agency\n", + "Ref(s)\n", + "
Name\n", + "Acronym\n", + "Launch capable\n", + "Multiple Satellites Launch capable\n", + "Developed and Deployed Cryogenic Rocket Engines\n", + "Operates Extraterrestrial Probe\n", + "Recoverable Satellites capable\n", + "
Air Force Space Command\n", + "AFSPC\n", + "\"\" United States\n", + "15 September 1985—YesYesYesNoYes\n", + "[2][3]\n", + "
Australian Space Agency\n", + "ASA\n", + "\"\" Australia\n", + "1st July 2018—YesNoNoNoNo\n", + "[4][5][citation needed]\n", + "
China National Space Administration
(Chinese: 中华人民共和国国家航天局)\n", + "		CNSA\n", + "\"\" People's Republic of China\n", + "22 April 1993—YesYesYesYesYes\n", + "[21]\n", + "
European Space Agency
(French: Agence spatiale européenne)
(German: Europäische Weltraumorganisation)\n", + "		ESA
ASE
EWO\n", + "		\n", + "
ESA
\"\" Austria
\"\" Belgium
\"\" Canada
\"\" Czech Republic
\"\" Denmark
\"\" Finland
\"\" France
\"\" Germany
\"\" Greece
\"\" Hungary
\"\" Ireland
\"\" Italy
\"\" Luxembourg
\"\" Netherlands
\"\" Norway
\"\" Portugal
\"\" Poland
\"\" Romania
\"\" Spain
\"\" Sweden
\"\"  Switzerland
\"\" United Kingdom
\n", + "		31 May 1975—YesYesYesYesYes\n", + "[27][28]\n", + "
Iranian Space Agency
(Persian: سازمان فضایی ایران‎)\n", + "		ISA
ISA\n", + "		\"\" Iran\n", + "2003—YesNoNoNoNo\n", + "\n", + "
Israeli Space Agency
(Hebrew: סוכנות החלל הישראלית‎)
(Arabic: وكالة الفضاء الإسرائيلية‎)\n", + "		ISA
סל\"ה\n", + "		\"\" Israel\n", + "April 1983—YesNoNoNoNo\n", + "[citation needed]\n", + "
Italian Space Agency
(Italian: Agenzia Spaziale Italiana)\n", + "		ASI\n", + "\"\" Italy\n", + "1988—YesYesNoNoNo\n", + "[77]\n", + "
National Aerospace Development Administration
(Korean: 조선우주공간기술위원회)
\n", + "		KCST\n", + "\"\" North Korea\n", + "1980s—YesNoNoNoNo\n", + "[citation needed]\n", + "
Korea Aerospace Research Institute
(Korean: 한국항공우주연구원)
\n", + "		KARI
항우연\n", + "		\"\" South Korea\n", + "October 1989—YesNoNoNoNo\n", + "[citation needed]\n", + "
Indian Space Research Organisation
(Hindi: भारतीय अंतरिक्ष अनुसंधान संगठन)\n", + "		ISRO
इसरो\n", + "		\"\" India\n", + "15 August 1969—YesYesYesYesYes\n", + "[31][32][33]\n", + "
Japan Aerospace Exploration Agency
(Japanese: 宇宙航空研究開発機構)\n", + "		JAXA\n", + "\"\" Japan\n", + "1 October 2003—YesYesYesYesYes\n", + "[42]\n", + "
National Aeronautics and Space Administration\n", + "NASA\n", + "\"\" United States\n", + "1 October 1958—YesYesYesYesYes\n", + "[50]\n", + "
French: Centre National d’Études Spatiales
(National Center of Space Research)\n", + "		CNES\n", + "\"\" France\n", + "19 December 1961—YesYesYesNoNo\n", + "[52]\n", + "
Ukrainian: Національне космічне агентство України
(National Space Agency of Ukraine)\n", + "		НКАУ
NSAU\n", + "		\"\" Ukraine\n", + "2 March 1992—YesYesNoNoNo\n", + "[citation needed]\n", + "
Russian: Федеральное космическое агентство
(Russian Federal Space Agency (Roscosmos))\n", + "		ROSCOSMOS
RFSA\n", + "		\"\" Russia\n", + "ca. 1992—YesYesYesYesYes\n", + "[citation needed]\n", + "
Russian: Советская космическая программа
(Soviet space program)\n", + "		СССР\n", + "\"\" Soviet Union\n", + "ca. 1955ca. 1991YesYesYesYesYes\n", + "[citation needed]\n", + "
\n", + "

List of space agencies with human spaceflight capability[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Space agency\n", + "Country\n", + "Founded\n", + "Terminated\n", + "Accomplished tasks by the space agency\n", + "Ref(s)\n", + "
Name\n", + "Acronym\n", + "Human Spaceflight capable\n", + "Human Space launch capable\n", + "Spacewalk capable\n", + "Space Rendezvous and Docking capable\n", + "Operates Space Station\n", + "
China National Space Administration
(Chinese: 中华人民共和国国家航天局)\n", + "		CNSA\n", + "\"\" People's Republic of China\n", + "April 22, 1993—YesYesYesYesYes\n", + "[21][78]\n", + "
Russian: Федеральное космическое агентство
(Russian Federal Space Agency)\n", + "		ROSCOSMOS
RFSA\n", + "		\"\" Russia\n", + "December 26, 1991 Dissolution of Soviet Union—YesYesYesYesYes\n", + "[79]\n", + "
National Aeronautics and Space Administration\n", + "NASA\n", + "\"\" United States\n", + "October 1, 1958—YesYesYesYesYes\n", + "[50]\n", + "


\n", + "

\n", + "
Russian: Советская космическая программа
(Soviet space program)\n", + "		СССР\n", + "\"\" Soviet Union\n", + "July 22, 1951December 26, 1991 Dissolution of Soviet UnionOctober 2, 1991 (1991-10-02) lastOctober 2, 1991 (1991-10-02) lastJuly 27, 1991 (1991-07-27) lastDecember 26, 1991 (1991-12-26) lastDecember 26, 1991 (1991-12-26) last\n", + "[79]\n", + "
\n", + "

List of space agencies with lunar landing capability[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Space agency\n", + "Country\n", + "Founded\n", + "Terminated\n", + "Accomplished tasks by the space agency\n", + "Ref(s)\n", + "
Name\n", + "Acronym\n", + "Circumlunar Crewed Spaceflight\n", + "Controlled impact with Lunar surface\n", + "Uncrewed Moon Soft Landing\n", + "Uncrewed (automated) lunar rover operation\n", + "Automated Lunar sample return mission\n", + "Crewed Moon Landing and sample return\n", + "
China National Space Administration
(Chinese: 中华人民共和国国家航天局)\n", + "		CNSA\n", + "\"\" People's Republic of China\n", + "22 April 1993—NoYesYesYesNoNo\n", + "[21]\n", + "
National Aeronautics and Space Administration\n", + "NASA\n", + "\"\" United States\n", + "1 October 1958—YesYesYesNoNoYes\n", + "[50]\n", + "
Russian: Советская космическая программа
(Soviet space program)\n", + "		СССР\n", + "\"\" Soviet Union\n", + "ca. 1955ca. 1991NoYesYesYes[80]Yes[81][82]No\n", + "[83]\n", + "
\n", + "

Expected and proposed future space agencies[edit]

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Space agency\n", + "Country\n", + "Possible expected date of foundation\n", + "Current status\n", + "Ref(s)\n", + "
Name\n", + "Acronym\n", + "
Sri Lanka Aeronautics and Space Agency\n", + "SLASA\n", + "\"\" Sri Lanka\n", + "\n", + "Immediate goal is to construct and launch two satellites. Sri Lankan Telecommunications Regulatory Commission has signed an agreement with Surrey Satellite Technology Ltd to get relevant help and resources.\n", + "[84][85]\n", + "
African Space Agency\n", + "AfriSpace\n", + "African Union\n", + "—\n", + "Proposed in 2015. AU plans to launch the agency by 2023 with a new proposed headquarter in New Cairo, Egypt. Funded by Egypt.\n", + "[86][87][88][89]\n", + "
Pan-Arab Space Agency
\n", + "		PASA\n", + "\"Arab Arab League\n", + "—\n", + "Stalled. Proposed in 2009, at progress stage.\n", + "[90]\n", + "
South American Space Agency\n", + "\n", + "\"South South America\n", + "—\n", + "Proposed in 2011, at progress stage\n", + "[91]\n", + "
\n", + "

Budgets[edit]

\n", + "

The annual budgets listed are the official budgets for national space agencies available in public domain. The budgets are not normalized to the expenses of space research in different countries, i.e. higher budget does not necessarily mean more activity or better performance in space exploration.[92][93] Note also that budget could be used for different projects: e.g. GPS is maintained from the US defence budget, whereas ESA's money is used for developing the European Galileo positioning system[citation needed]. The data for authoritarian countries are unreliable. For European contributors to ESA, the national budgets shown include also their contributions to ESA.\n", + "

\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Budgets of different space agencies.\n", + "
Agency (country/region)\n", + "Budget (in millions of US $)\n", + "
NASA (USA)\n", + "
21,500
\n", + "
CNSA (China)\n", + "
8,400
\n", + "
ESA (Europe)\n", + "
6,406
\n", + "
DLR (Germany)\n", + "
4,274
\n", + "
Roscosmos (Russia)\n", + "
3,272
\n", + "
CNES (France)\n", + "
2,700
\n", + "
ISRO (India)\n", + "
1,425
\n", + "
ASI (Italy)\n", + "
1,800
\n", + "
JAXA (Japan)\n", + "
1,699
\n", + "
KARI (South Korea)\n", + "
583
\n", + "
UKSA (UK)\n", + "
500
\n", + "
ASA (Algeria)\n", + "
360
\n", + "
CSA (Canada)\n", + "
246
\n", + "
ISAB (Belgium)\n", + "
224
\n", + "
INTA (Spain)\n", + "
211
\n", + "
SSO (Switzerland)\n", + "
177
\n", + "
ISA and ISRC (Iran)\n", + "
139
\n", + "
NSO (Netherlands)\n", + "
110
\n", + "
SNSA (Sweden)\n", + "
100
\n", + "
NOSA (Norway)\n", + "
97
\n", + "
SSAU (Ukraine)\n", + "
80
\n", + "
ALR (Austria)\n", + "
75
\n", + "
ISA (Israel)\n", + "
48
\n", + "
AEB (Brazil)\n", + "
47
\n", + "
CONAE (Argentina)\n", + "
45
\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Country/
region\n", + "		Agency\n", + "Budget
(in millions of US $)\n", + "		Reference\n", + "Year\n", + "
\"\" United States\n", + "National Aeronautics and Space Administration\n", + "21,500\n", + "[94][95]\n", + "2019\n", + "
\"\" China\n", + "China National Space Administration\n", + "8,400\n", + "[96]\n", + "2017\n", + "
\"Not
\"\" Austria
\"\" Belgium
\"\" Czech Republic
\"\" Denmark
\"\" European Union
\"\" Finland
\"\" France
\"\" Germany
\"\" Greece
\"\" Ireland
\"\" Italy
\"\" Luxembourg
\"\" Netherlands
\"\" Norway
\"\" Poland
\"\" Portugal
\"\" Romania
\"\" Spain
\"\" Sweden
\"\"  Switzerland
\"\" United Kingdom
\n", + "		European Space Agency\n", + "6,406\n", + "[97]\n", + "2019\n", + "
\"\" Germany\n", + "German Aerospace Center\n", + "4,274\n", + "[98]\n", + "2017\n", + "
\"\" Russia\n", + "Russian Federal Space Agency\n", + "3,272\n", + "[99]\n", + "2015\n", + "
\"\" France\n", + "French Space Agency\n", + "2,700\n", + "[100]\n", + "2017\n", + "
\"\" India\n", + "Indian Space Research Organisation\n", + "1,425\n", + "[101]\n", + "2019-20\n", + "
\"\" Italy\n", + "Italian Space Agency\n", + "1,800\n", + "[102]\n", + "2016\n", + "
\"\" Japan\n", + "Japan Aerospace Exploration Agency\n", + "1,699\n", + "[103]\n", + "2017\n", + "
\"\" South Korea\n", + "Korea Aerospace Research Institute\n", + "583\n", + "[104]\n", + "2016\n", + "
\"\" United Kingdom\n", + "UK Space Agency\n", + "500\n", + "[105]\n", + "2017\n", + "
\"\" Algeria\n", + "Algerian Space Agency\n", + "360\n", + "\n", + "2015\n", + "
\"\" Canada\n", + "Canadian Space Agency\n", + "246\n", + "[106]\n", + "2018\n", + "
\"\" Belgium\n", + "Interfederal Space Agency of Belgium\n", + "224\n", + "[107]\n", + "2018\n", + "
\"\" Spain\n", + "Instituto Nacional de Técnica Aeroespacial\n", + "211\n", + "[108]\n", + "2018\n", + "
\"\"  Switzerland\n", + "Swiss Space Office\n", + "177\n", + "[97]\n", + "2019\n", + "
\"\" Iran\n", + "Iranian Space Agency and Iranian Space Research Center\n", + "139\n", + "[109]\n", + "2014-15\n", + "
\"\" Netherlands\n", + "Netherlands Space Office\n", + "110\n", + "[110]\n", + "\n", + "
\"\" Sweden\n", + "Swedish National Space Agency\n", + "100\n", + "[111]\n", + "2011\n", + "
\"\" Norway\n", + "Norwegian Space Agency\n", + "97\n", + "[112]\n", + "2014\n", + "
\"\" Ukraine\n", + "State Space Agency of Ukraine\n", + "80\n", + "[113]\n", + "\n", + "
\"\" Austria\n", + "Austrian Space Agency\n", + "75\n", + "[114]\n", + "2018\n", + "
\"\" Israel\n", + "Israel Space Agency\n", + "48\n", + "\n", + "\n", + "
\"\" Brazil\n", + "Brazilian Space Agency\n", + "47\n", + "[115]\n", + "2018\n", + "
\"\" Argentina\n", + "Comisión Nacional de Actividades Espaciales\n", + "45\n", + "[116]\n", + "2019\n", + "
\"\" Pakistan\n", + "Space and Upper Atmosphere Research Commission\n", + "45\n", + "[117][118]\n", + "2018-19\n", + "
\"\" Philippines\n", + "Philippine Space Agency\n", + "38\n", + "[citation needed]\n", + "2019\n", + "
\"\" Nigeria\n", + "National Space Research and Development Agency\n", + "32.3\n", + "[119]\n", + "2019\n", + "
\"\" South Africa\n", + "South African National Space Agency\n", + "11.8\n", + "[120]\n", + "2014-15\n", + "
\"\" Mexico\n", + "Mexican Space Agency\n", + "8.34\n", + "[121]\n", + "\n", + "
\"\" Australia\n", + "Australian Space Agency\n", + "6.9\n", + "[122][123]\n", + "2019\n", + "
  World\n", + "All space agencies (Total of listed budgets)\n", + "About 55,000\n", + "\n", + "\n", + "
\n", + "

See also[edit]

\n", + "
\n", + "
\n", + "\n", + "

References[edit]

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  123. ^ \":: Budget 2018 - New opportunities and jobs for Australian industry\". www.minister.industry.gov.au. Retrieved 12 February 2019.\n", + "
    124. \n", + "


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CountryAgencyBudgetRefYear56
1United StatesNational Aeronautics and Space Administration21500.00[94][95]2019None
2ChinaChina National Space Administration8400.00[96]2017None
3European UnionEuropean Space Agency6406.00[97]2019None
4GermanyGerman Aerospace Center4274.00[98]2017None
5RussiaRussian Federal Space Agency3272.00[99]2015None
6FranceFrench Space Agency2700.00[100]2017None
7IndiaIndian Space Research Organisation1425.00[101]2019-20None
8ItalyItalian Space Agency1800.00[102]2016None
9JapanJapan Aerospace Exploration Agency1699.00[103]2017None
10South KoreaKorea Aerospace Research Institute583.00[104]2016None
11United KingdomUK Space Agency500.00[105]2017None
12AlgeriaAlgerian Space Agency360.002015None
13CanadaCanadian Space Agency246.00[106]2018None
14BelgiumInterfederal Space Agency of Belgium224.00[107]2018None
15SpainInstituto Nacional de Técnica Aeroespacial211.00[108]2018None
16SwitzerlandSwiss Space Office177.00[97]2019None
17IranIranian Space Agency and Iranian Space Researc...139.00[109]2014-15None
18NetherlandsNetherlands Space Office110.00[110]None
19SwedenSwedish National Space Agency100.00[111]2011None
20NorwayNorwegian Space Agency97.00[112]2014None
21UkraineState Space Agency of Ukraine80.00[113]None
22AustriaAustrian Space Agency75.00[114]2018None
23IsraelIsrael Space Agency48.00None
24BrazilBrazilian Space Agency47.00[115]2018None
25ArgentinaComisión Nacional de Actividades Espaciales45.00[116]2019None
26PakistanSpace and Upper Atmosphere Research Commission45.00[117][118]2018-19None
27PhilippinesPhilippine Space Agency38.00[citation needed]2019None
28NigeriaNational Space Research and Development Agency32.30[119]2019None
29South AfricaSouth African National Space Agency11.80[120]2014-15None
30MexicoMexican Space Agency8.34[121]None
31AustraliaAustralian Space Agency6.90[122][123]2019None
\n", + "
" + ], + "text/plain": [ + " Country Agency \\\n", + "1 United States National Aeronautics and Space Administration \n", + "2 China China National Space Administration \n", + "3 European Union European Space Agency \n", + "4 Germany German Aerospace Center \n", + "5 Russia Russian Federal Space Agency \n", + "6 France French Space Agency \n", + "7 India Indian Space Research Organisation \n", + "8 Italy Italian Space Agency \n", + "9 Japan Japan Aerospace Exploration Agency \n", + "10 South Korea Korea Aerospace Research Institute \n", + "11 United Kingdom UK Space Agency \n", + "12 Algeria Algerian Space Agency \n", + "13 Canada Canadian Space Agency \n", + "14 Belgium Interfederal Space Agency of Belgium \n", + "15 Spain Instituto Nacional de Técnica Aeroespacial \n", + "16 Switzerland Swiss Space Office \n", + "17 Iran Iranian Space Agency and Iranian Space Researc... \n", + "18 Netherlands Netherlands Space Office \n", + "19 Sweden Swedish National Space Agency \n", + "20 Norway Norwegian Space Agency \n", + "21 Ukraine State Space Agency of Ukraine \n", + "22 Austria Austrian Space Agency \n", + "23 Israel Israel Space Agency \n", + "24 Brazil Brazilian Space Agency \n", + "25 Argentina Comisión Nacional de Actividades Espaciales \n", + "26 Pakistan Space and Upper Atmosphere Research Commission \n", + "27 Philippines Philippine Space Agency \n", + "28 Nigeria National Space Research and Development Agency \n", + "29 South Africa South African National Space Agency \n", + "30 Mexico Mexican Space Agency \n", + "31 Australia Australian Space Agency \n", + "\n", + " Budget Ref Year 5 6 \n", + "1 21500.00 [94][95] 2019 None \n", + "2 8400.00 [96] 2017 None \n", + "3 6406.00 [97] 2019 None \n", + "4 4274.00 [98] 2017 None \n", + "5 3272.00 [99] 2015 None \n", + "6 2700.00 [100] 2017 None \n", + "7 1425.00 [101] 2019-20 None \n", + "8 1800.00 [102] 2016 None \n", + "9 1699.00 [103] 2017 None \n", + "10 583.00 [104] 2016 None \n", + "11 500.00 [105] 2017 None \n", + "12 360.00 2015 None \n", + "13 246.00 [106] 2018 None \n", + "14 224.00 [107] 2018 None \n", + "15 211.00 [108] 2018 None \n", + "16 177.00 [97] 2019 None \n", + "17 139.00 [109] 2014-15 None \n", + "18 110.00 [110] None \n", + "19 100.00 [111] 2011 None \n", + "20 97.00 [112] 2014 None \n", + "21 80.00 [113] None \n", + "22 75.00 [114] 2018 None \n", + "23 48.00 None \n", + "24 47.00 [115] 2018 None \n", + "25 45.00 [116] 2019 None \n", + "26 45.00 [117][118] 2018-19 None \n", + "27 38.00 [citation needed] 2019 None \n", + "28 32.30 [119] 2019 None \n", + "29 11.80 [120] 2014-15 None \n", + "30 8.34 [121] None \n", + "31 6.90 [122][123] 2019 None " + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds_budget[\"Country\"] = [\"European Union\" if ds_budget[\"Country\"][i] == \"AustriaBelgiumCzech RepublicDenmarkEuropean UnionFinlandFranceGermanyGreeceIrelandItalyLuxembourgNetherlandsNorwayPolandPortugalRomaniaSpainSwedenSwitzerlandUnited Kingdom\" else ds_budget[\"Country\"][i] for i in range(1,32)]\n", + "ds_budget.sort_values(by = \"Budget\", ascending = True)\n", + "ds_budget[\"Budget\"] = [ds_budget.Budget[i].replace(\",\",\"\") for i in range(1,32)]\n", + "ds_budget[\"Budget\"] = ds_budget.Budget.astype(float)\n", + "ds_budget" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "sns.set()\n", + "from scipy import stats" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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XOnXqVCHbJYSQyqSwsBAJCQka17/X3lx3797F4cOHuceMMYjFYtStWxeZmZnc8szMTEgkErXlz58/h0QiQe3atZGbmwu5XK4STwgh5J/xXpMJYwyLFi1CTk4OiouLERERgX79+qFdu3ZISkrC48ePIZfLceDAAVhZWaFBgwYwMTHhqpqio6NhZWUFIyMjWFhYICYmBgAQFRUFKyur97krhBBCSnmv1VytWrXCmDFj8O2330Imk6F///5wcHAAACxevBg+Pj4oLCyEtbU17OzsAAChoaGYO3cu8vLy0Lp1a3h7ewMAAgIC4Ofnh7Vr16JevXpYvnz5+9wVQgghpYgYY+yfLsT7pKz3a9OmDV79tktrrNn4Ye+pVIQQ8u9W+rfTxMREbT2NgCeEEKI3SiaEEEL0RsmEEEKI3iiZEEII0RslE0IIIXqjZEIIIURvlEwIIYTojZIJIYQQvVEyIYQQojdKJoQQQvRGyYQQQojeKJkQQgjRGyUTQggheqNkQgghRG+Cksn333+vtmzw4MHvvDCEEEIqJ603x5o0aRKSkpKQnJwMqVTKLZfJZDA2Nq7wwhFCCKkctCaTGTNmICUlBfPmzcO8efO45YaGhvjiiy8qvHCEEEIqB63JpGHDhmjYsCFiY2NRVFSEx48fw9zcHAUFBahater7KiMhhJB/OUFtJjdv3kTfvn0xduxYpKeno1evXrh69WpFl40QQkglISiZLFmyBJs2bUKtWrVQt25dhISEICgoqKLLRgghpJIQlEwKCgpU2kisra0hl8srrFCEEEIqF0HJRCwWIycnByKRCADw8OHDCi0UIYSQykVrA7zSuHHjMGzYMDx//hxTp07FuXPnsGDBgoouGyGEkEpCUDLp3bs3mjdvjnPnzkGhUGDChAlo3rx5RZeNEEJIJSEomcTHxwMAWrRoAQB4+fIlEhIS0KRJE5iamlZc6QghhFQKgpJJcHAwEhMT0aJFCxgYGODevXswMzPDmzdvEBQUhL59+1Z0OQkhhPyLCWqAr1+/PjZu3Ijo6GhERkZi+/bt6NixI6Kjo7FmzZqKLiMhhJB/OUHJJDk5GV26dOEet23bFo8ePULdunUrrGCEEEIqD8Fdg8+ePcs9Pnv2LIyMjJCVlQWZTFZhhSOEEFI5CGozCQgIwKRJkyASiaBQKGBiYoKwsDD8+uuvGDJkSEWXkRBCyL+coGTStm1bHD9+HPfu3YOhoSGaN28OQ0NDtGrVqqLLRwghpBLQmkxWr16t9ckTJ058p4UhhBBSOWlNJi9fvgRQMn1KUlIS+vbtC7FYjOPHj6Nly5bvpYCEEEL+/bQmE+UNsby9vbF3717Url0bADB+/Hj88MMPFV86QgghlYKg3lyZmZlcIgGAmjVr4sWLFxVWKEIIIZWLoAb4li1bYtasWXBycgJjDLt370a7du0qumyEEEIqCUHJZOHChQgLC+NuiGVlZQUfH58KLRghhJDKQ1AyMTU1xezZsyu6LIQQQiopQclEKpXyLt+/f/87LQwhhJDKSVAyUfbqAoDi4mIcPHgQjRo1Kvd5eXl5GDJkCNatW4eGDRsiLi4OwcHBKCwshL29PaZMmQIAuHPnDubMmYP8/HxYWFhg/vz5EIvFSE1NxfTp0/HixQs0bdoUoaGhqF69Ol69eoUff/wRycnJqF27NlauXAkzM7O3PASEEEL0Jag3V+fOnbm/7t27IygoCKdOndL6nOvXr+Pbb7/Fo0ePAJTcR3727NkIDw9HTEwMEhIScPr0aQDA9OnT4e/vj8OHD4Mxhp07dwIA5s+fj6FDhyI2NhZt2rRBeHg4AGDlypWwsLDAoUOH4O7uzrXlEEII+WcISiZlvXz5EhkZGVpjdu7ciYCAAEgkEgDAjRs30LhxYzRq1AhisRhSqRSxsbFISUlBQUEB2rdvDwBwdXVFbGwsiouLER8fD1tbW5XlAHDq1Cmu6s3BwQF//vkniouL32ZXCCGEvANv1WaSmpoKDw8Prc8pe7WQkZGhUhUlkUiQnp6uttzMzAzp6el4+fIlTE1NIRaLVZaX3ZZYLIapqSmysrJQp04dIbujkytXrrzzbRJCyIdGpzaTp0+fIi0tDf369YO5ublOL6RQKCASibjHjDFuFmK+5cp/Syv7uPRzDAze6iKrXJ06daqQ7RJCSGVSWFiIhIQEjeu1/gJfvXoVtra2WLVqFQoLCxEYGIijR49i2LBhOHz4sE4FqVu3LjIzM7nHmZmZkEgkasufP38OiUSC2rVrIzc3F3K5XCUeKLmqef78OQBAJpMhPz8ftWrV0qk8hBBC3h2tyWTJkiXw9fWFvb09fvjhB4SHhyMqKgoRERFcY7hQ7dq1Q1JSEh4/fgy5XI4DBw7AysoKDRo0gImJCVedFB0dDSsrKxgZGcHCwgIxMTEAgKioKFhZWQEArK2tERUVBQCIiYmBhYUFjIyMdN55Qggh74bWaq7Xr1/D3t4eAPDrr7/C0tISANC0aVONVU6amJiYYPHixfDx8UFhYSGsra1hZ2cHAAgNDcXcuXORl5eH1q1bw9vbG0DJTbn8/Pywdu1a1KtXD8uXLwcATJ48GX5+fhg4cCBq1KiB0NBQ3faaEELIO6U1mRgaGnL/r1mzpso6ocnkxIkT3P8tLS2xb98+tZhWrVph9+7dassbNGiALVu2qC2vVasW1q1bJ+j1CSGEVDyt1VylE4auVyKEEEI+HlqvTO7evYuOHTsCKBl0qPw/YwxFRUUVXzpCCCGVgtZkcvTo0fdVDkIIIZWY1mTSoEGD91UOQgghlVjFjPQjhBDyUaFkQgghRG+UTAghhOiNkgkhhBC9UTIhhBCiN0omhBBC9EbJRAAmk72TGEII+VAJup/Jx04kFiNjXZjWGMm4Se+pNIQQ8u9DVyaEEEL0RsmEEEKI3iiZEEII0RslE0IIIXqjZEIIIURvlEwIIYTojZIJIYQQvVEyIYQQojdKJoQQQvRGyYQQQojeKJkQQgjRGyUTQggheqNkQgghRG+UTAghhOiNkgkhhBC9UTIhhBCiN0omhBBC9EbJ5B1jsuJ3EkMIIZUJ3bb3HROJjZC65ketMfUnhL6n0hBCyPtBVyaEEEL0RsmEEEKI3iiZEEII0RslE0IIIXqjZEIIIURvlEwIIYTojZIJIYQQvVEyIYQQojdKJoQQQvT2j4yA9/LyQlZWFsTikpdfsGABnjx5grVr10Imk2H48OHw9PQEAMTFxSE4OBiFhYWwt7fHlClTAAB37tzBnDlzkJ+fDwsLC8yfP5/bHiGEkPfrvV+ZMMbw6NEjREdHc39169bFihUr8McffyAqKgoRERF48OABCgoKMHv2bISHhyMmJgYJCQk4ffo0AGD69Onw9/fH4cOHwRjDzp073/euEEII+Z/3nkwePnwIABg5ciQcHR2xdetWxMXFoWvXrqhVqxaqVasGW1tbxMbG4saNG2jcuDEaNWoEsVgMqVSK2NhYpKSkoKCgAO3btwcAuLq6IjY29n3vCiGEkP957/VCr169gqWlJebNm4fi4mJ4e3vD3t4eZmZmXIxEIsGNGzeQkZGhtjw9PV1tuZmZGdLT0yukvFeuXEGnTp0qJJYQQj4U7z2ZdOjQAR06dOAeu7m5ITg4GOPHj+eWMcYgEomgUCggEokEL68IQpNDRcYSQsg/rbCwEAkJCRrXv/dqrsuXL+P8+fPcY8YYGjRogMzMTG5ZZmYmJBIJ6tatK2j58+fPIZFI3s8OEEIIUfPek0lubi5CQkJQWFiIvLw8REZGYunSpTh//jyysrLw5s0bHDlyBFZWVmjXrh2SkpLw+PFjyOVyHDhwAFZWVmjQoAFMTEy4qqLo6GhYWVm9710hhBDyP++9msvGxgbXr1+Hs7MzFAoFhg4dik6dOmHKlCnw9vZGcXEx3Nzc0LZtWwDA4sWL4ePjg8LCQlhbW8POzg4AEBoairlz5yIvLw+tW7eGt7f3+94VQggh//OPDMzw9fWFr6+vyjKpVAqpVKoWa2lpiX379qktb9WqFXbv3l1hZSSEECIcjYAnhBCiN0om/yCFrEiv9YQQ8m9B84/8gwzExri32knjevOJ0e+xNIQQ8vboyoQQQojeKJkQQgjRGyUTQggheqNkQgghRG+UTAghhOiNkgkhhBC9UTIhhBCiN0omlQQNcCSE/JvRoMVKwkBsjIvrHTSu7zL2wHssDSGEqKIrE0IIIXqjZEIIIURvlEwIIYTojZIJIYQQvVEy+cDIBfTqEhJDCCG6oN5cHxhDsTGO/TpAa0zf72PeU2kIIR8LujIhhBCiN0omhBBC9EbJhBBCiN4omRBCCNEbJRNCCCF6o2RCCCFEb5RMiCA0foUQog2NMyGCGIqN8fsmW60x3iMOAwBk8iKIDY01xpW3nhBS+VAyIe+c2NAY4Vs1J54fhh1+j6UhhLwPVM1FCCFEb5RMPmLUDkIIeVeomusjZig2RuRGO60xLt/FvqfSEEIqM7oyIYQQojdKJoQQQvRGyYQQQojeKJkQQgjRGyUTQggheqNkQgghRG+UTMg/SibXPo6lvPWEkH8HGmdC/lFiQ2Ms2qF56pXZQ0qmXimWF8GonPm8hMQQQioGJRNSKRgZGmPSHu0DLMMGlQywLJIXwbicpCIkhhAiXKVOJvv378fatWshk8kwfPhweHp6/tNFIv8CxobGsI8epjXmkNNWAECRvBjGhkZaY4XEEPKxq7TJJD09HStWrMDevXthbGyMIUOGoEuXLvjiiy/+6aKRSsTY0AgDouZqjYlxXggAKJLLYGyo+StTer3Q2CK5HMaGhlpfXxmjSywh71ulTSZxcXHo2rUratWqBQCwtbVFbGwsJk6cqPV5jDEAQFFREWTG2s82CwsLuf/LjE2Ex5pUFxyrMPlEUBwAwLiWoFgDLXFlYw2NhMca6RBrrCW27H5VEQuLra4lrmxsLcOaOsRWExzreWC9xrjf7L5HoUxeKvZ3LbGeXOywAxFaX3+D3SAUymQlsfujtMfaO6BQJkOxXA6jcpKKMqa82NLri+UKGBlq7rejXF9eXOlYmZxBbCjSGquMkcsZDMuJVcaUF1t6vULOYKAlVrm+vLjSsUzOIConVhnD5AqIyjleQmIqUlFRSWcY5W9oWSKmac2/3Pr16/H69WtMmTIFALBr1y7cuHEDgYGBWp+Xm5uLe/fuvY8iEkLIB8fc3Bw1atRQW15pr0wUCgVEov/P+owxlceaVK9eHebm5jAyMhIUTwghpOQ3tri4GNWr89e8VNpkUrduXVy+fJl7nJmZCYlEUu7zDAwMeLMqIYQQ7apUqaJxXaUdtNitWzecP38eWVlZePPmDY4cOQIrK6t/uliEEPJRqrRXJnXq1MGUKVPg7e2N4uJiuLm5oW3btv90sQgh5KNUaRvgCSGE/HtU2mouQggh/x6UTAghhOiNkgkhhBC9UTIhhBCiN0omhBBC9FZpuwa/C9nZ2bh9+za6deuG9evX49atW/jxxx/x+eef/9NF+1cqKiqCsfG7nbY9KysL+/btQ35+PhhjUCgUePr0KUJCQt7p6xDyoajI78zt27fx+vVrMMYgl8vx9OlTuLm5CXruR51Mpk2bhm7dugEAYmNjMXz4cMyZMwdbtmzhjc/OzsabN29UDrSlpaVKzO3bt7Fu3Trk5OSoTIj2++/8k/7duHGjQsbHFBUVYcOGDUhKSoK/vz82bdqEMWPGaEwGQvatf//+sLGxgYuLS7llvn//vtox+Oabb9TifH19Ua9ePfz111/o27cvTp06ha+//pp3mw8fPsTOnTuRk5Ojsjw4OFgt9q+//uLmb1N+4VJTU3HixAmt5VYqKCjQONr37t27ePXqlcqysvv26tUr7N+/H9nZ2SrHoPREpKtXr9ZaBm2Tlgo9vqXl5eXB1NRU6/rc3FyVbdavX18tTtfP7JUrV3Dv3j0MGjQI169f5y3no0ePsHXrVpX36+nTp9i2bRsXk5qaqvV1+MoqlJDXL03I+6uroqIinD59Gvn5+QDAfQ8nT56sEqfLd0bp9OnTuHDhAmQyGbp06YK+ffuqxcydOxeXLl1CTk4OmjVrhsTERHTs2JGSiRA5OTkYNWoUAgMD4eLiAmdnZ40/+labhZEAACAASURBVGFhYdi8eTNkMhlq1aqFjIwMtGnTBrt27VKJmzlzJjw8PNCiRQtBc38tXboU2dnZcHJygpOTE8zMzDTG6vIDuWDBAtSuXRu3b9+GoaEhnjx5gtmzZyM0NPSt9+3QoUM4fPgwli9fjhcvXsDZ2RmOjo5qZZ4/fz5OnjyJRo0acctEIhHvsc3IyMDvv/+OJUuWoH///vj+++8xfPhw3v2fOHEiBgwYgJYtW2o8RkqzZ8/GqFGjEBkZCS8vLxw5cgRfffUVb+yJEyewYsUKLpkqFAq8efMGFy5cUIudOnUqbt26pTJ1D9++TZ48GTVq1BD0Obhx4waePXsGOzs7iMViHD16FA0aNNAYL/T4njx5EpcvX8YPP/wANzc3ZGVlYebMmXB1dVXb5rp16/DLL79ws3Art3n8+HG1WF0+s5s3b8axY8eQkZEBOzs7+Pv7w83NDaNGjVKJmzp1Knr16oUrV67AxcUFR48eRYsWLVRihg0bBpFIxDtrbdmytmrVSmvsnTt3dH790oS+vzdu3MCVK1fg6emJcePG4fbt2wgJCeGdrWPq1KnIycnBkydPYGFhgYsXL6Jjx45qcbp8ZwDgv//9L44cOQKpVArGGNatW4f79+9j/PjxKnFxcXE4fPgwAgMD4e3tjTdv3mDx4sUat6uGfcRcXFzYzZs3mZWVFXvy5Am7ffs2c3R05I21sbFhubm5zM/Pjz1+/JidPHmSjR49Wi3Ozc1N53I8ffqUrVmzhjk4OLAxY8awQ4cOsaKiIrU4e3t7tnv3bubp6cliY2PZ1KlTWVBQEO82nZ2dGWOMOTk5McYYUygUbODAgXrtW2lHjhxhVlZWrH379mz8+PHs0aNH3Lp+/fqxN2/eCNr3wYMHM8YYi4iIYDt27GCMMSaVSnljPTw8BG2Tsf/f759//pnFxcUxmUzG7O3teWP79u3Lzp8/z8aMGcOuXr3KQkJC2Pz583lj7ezsmEwmK/f1HRwcBJfVw8ODvX79mntcUFDAHRc+Qo+vq6sru3PnDtu5cyebMWMGy8vLYy4uLryxffr0YS9evBBcZqGfWScnJ1ZYWMi9H3l5ebzvg/J4LVu2jMXHx7M3b96wAQMGCC6PvnR9faHvr7u7Oztz5gzbt28fGz9+PEtNTWWurq68sX379mUKhYIFBgay27dvsydPnvDG6vKdUZa19Ofl9evXzM7OTi1O+f3atGkTO3DgQLnbLeujboCfPn06QkJCMHLkSDRq1AgBAQGYNWsWb6xEIoGpqSlatGiBxMRE9OrVC2lpaWpxPXr0wJYtW5CUlITU1FTuT5sGDRrA2dkZUqkU9+/fx5YtW+Dg4ICjR4+qxBkbG2PQoEHo3LkzatasiZCQEJw9e5Z3myKRCEVFRdxZ08uXLzWeQQndt8ePH2PVqlWwtbXFH3/8gR9//BEXLlyAh4cHRo8ezcU1atRI4z0PyuratSsmTZqE7t2747fffoO/v7/G6iUXFxesWLEC58+fR3x8PPfHx8TEBNnZ2WjatCmuX78OQ0NDyOVy3tgaNWqga9euaNeuHXJzczF9+nTeqxIAaNeuHR4/flzufn355ZdITEwsNw5Qf2+Ki4uRnZ2tMV6X49uqVSucOnUKvXv3RvXq1VFcXMwbV69ePXzyieZ765Ql9DNrYGCgUrVqYmICQ557p1StWhVFRUVo0qQJbt26pXVCwZycHMydOxfe3t7Izs7GrFmz1KodIyJK7hGzevVq3j99Xh8Q/v4qFAr06NEDp06dQv/+/VGvXj2Nn8NPP/0UIpEITZs2xd27d9GoUSPe90uX7wxQMttv6fUmJiYQi9UrperUqYP169ejQ4cO2LFjBw4ePMjdw0SIj7qay9LSEm3btkVycjIYY9i0aROqVeO/UZKpqSmioqLQunVrbN26FRKJBAUFBWpx0dHRAICNGzdyyzRVFwAl92GJjo5GZmYmnJ2d8ccff6Bu3bpIT0+Hi4sL+vXrx8WW/YG0tLTU+MH09vbGd999h8zMTAQFBeHo0aMa63OF7tt3330HV1dX/PbbbyrVMNbW1jh37hz3+JNPPsHAgQPRoUMHlR8SvraNKVOm4MmTJ2jQoAGWL1+O+Ph4TJgwgbec165dw9WrV3H16lVumabqsxEjRmDKlClYtWoV3N3dsX//frRp04Z3u1WqVEFSUhKaN2+OS5cuoWvXrhp/dLt27QoHBwdIJBIYGhpytz4o+/7ev38fLi4u+PTTT2FiYqIxDgDc3d0xaNAgWFlZgTGGkydPwtvbm/f1AeHH97PPPkNgYCASEhKwdOlSLF68WGO7QpMmTTB06FB06dJFZZt8nxldPrOdO3fGkiVL8ObNGxw7dgwRERHo2rWr2jYdHR0xbtw4hIaGwsPDA2fOnEGdOnV4yzpv3jx0794dN27cQLVq1SCRSPDjjz/il19+4WKEJtu3eX1A+PtbtWpV/Pbbb7hw4QL8/f3x+++/a5zCvUWLFggMDMS3336LH3/8ERkZGbz7oct3Bij5zPr4+MDFxQUAEBkZiS5duqjFBQUF4fTp02jbti369++PAwcO4KefftK4XTWCr2E+QHFxcaxv377MxsaGZWRksC5durAzZ87wxj579oxt2LCBMcZYcHAwk0ql3KWgPqZPn84uXLjAuy42NlblcUxMDBsxYgTLzc1ldnZ2bMCAAWzq1Kkat33//n22detWtnnzZpaYmKgx7l3v2969e3n/NNm3bx9bvnw5e/36NYuMjNQYp0vVEWMlVXuMMZafn89u3brFPS7r4sWLbNKkSaywsJC5uroyCwsLFhwczBtrZ2fHLl26xJ4+faryV1bZ9ZrilG7evMk2bNjAfvvtN3bnzh2t+yX0+Obm5rLIyEiuCnLr1q0sLy+Pd5urVq3i/eOjy2dWLpez7du3Mx8fHzZhwgS2ZcsWVlxczPvc3NxcxhhjaWlp7MiRIypVf6Upq+qUVWeMaa6OOXz4sNqyTZs26fX6jAl/f589e8ZWrVrFrl69yhhjLCQkhKWlpfFuUyaTsfj4eMYYY8ePH2eBgYHs7t27anF3795lvr6+jDHGHjx4wL799lv2999/ayyrQqFg27ZtYz4+PmzixIls69atKu9BRkYGY4yxlJQU3j+hPuqJHt3d3REeHo7Ro0cjKioKDx48wNSpU7Fv37633mZWVhYWLFiA8+fPQy6Xo2vXrvjpp5/w2WefaXyOLj1z2P/OgF6/fo1Hjx7hyy+/5K2+unv3LtatW4cVK1bg77//hr+/PwIDA9GsWTOd90nZmFm6DEp8jZmAsN5hABAaGopnz57h1q1b2LVrF8aPH4/WrVvDz89PLXbq1KkYM2YMWrVqpbGsq1atgo+Pj8bqSr6ro7JycnI0VvkMHToU27Zt01hlePLkSdjY2CAqiv/2us7OzmrLZDIZzp49q1a1xRerpO34anrt8rb7+vVrPHnyBObm5igoKNB4lQ7o1oVUWy+xiIgIeHh4aOzZxndl5O7ujt9++w3e3t6IjIzEo0eP4Ovry7vfX331FXr16oWlS5dyVwQuLi6IjIxUidO1d5bQnlcAcPnyZdy/f19jb7Zbt26hdevWGqtsy8YPHjwYEydO5Brxz507h9WrV2P79u28z8/Pz0dUVBQ8PT2Rnp6OHTt2YMyYMahatSoAYOzYsVi/fj169+6t1mlBW61KWR91NZdCoVDpifLFF19ojN27dy+WLFmiVjdb9ofU398fHTp0wMKFC6FQKBAREYE5c+Zg/Xr+e4cvWLAAJ06c0Noz521+IOfNm8d9EZo3b44ffvgBc+bMUfnAKb9UpXu+lP5XuW9C6/5Ll3fTpk2QyWT4z3/+g/T0dN7eYQBw9uxZREZGwsXFBaampti4cSMcHR15k8nDhw/h4uICMzMzGBkZ8VYttG7dGkBJ9Up5vLy8tPbE4as+a9KkCQYPHoxu3brByMiIW6481jdv3oSNjQ0uXrzIu02+H/Jp06YhNTUVzZs3VymPph/98o6v8rWfPHmCx48fw9raGoaGhjh79iy++OIL3u2eP38e/v7+kMvliIiIgIODA5YtW4YePXqoxerShbR0L7HSny3le/Y257KTJk2Cl5cX0tLS8MMPP+Cvv/7CokWLeGPNzc3RuXNneHh4YNWqVWjatCnva+rS+w4Q3vNKSG+2HTt2IDAwEGFhYWrP56vGffPmjUpvsO7du2Pp0qUayzpt2jSuB2T16tWhUCgwY8YMrFq1CgC43yah3eY1+aiTSd26dXHy5EmIRCK8evUK27Zt01inHB4eji1btsDc3FzrNpOTk1XOskaPHq31Sufs2bOIjY3V2oCmyw+kkpAPnPLsTGiyEDpYKjIyEqdPn0ZQUBDGjx+Phw8f4o8//uDdpoFBSR8Q5Re4qKiIW1bWmjVryi1j7969AQAHDhzAhg0btMb6+PgAAHbu3IkqVarA2dkZYrEYBw4cQGFhIe9z6tevr3U8w6RJkwDwJ3i+diig5Cry0KFDgm8jXd7xVb62l5cX9u3bh9q1awMoueLSVLe+fPly/PHHHxg9ejTMzMywbds2TJ06lTeZ6NKFdPfu3Th27BhXhrKGDBkCAEhJSRF01QgAPXv2ROvWrXHjxg3I5XIsWLBA45W/SCTCiBEj0KJFC4waNQpz585VOQlQev78uUo7Z3nu3r2LI0eOICgoCIMGDYKvry98fX3V4iIjI7Fz504MHjwY//nPf7B79264u7urJJPAwEAAwIABA/Dtt9+W+9q1a9fG9u3b4ejoCACIiYnBp59+qjE+NTUV69atA1DSPjplyhQ4OTlx6zWdpCoJfV8+6mSyYMECBAUFIS0tDf369UOXLl24N7YsiURSbiIBSj68aWlpqFevHoCSN5Kv54SSkJ45yh9IFxcXZGRkQCKR4PLly7h79y4GDRrE+xwhHzhdB80JHSxVtndY//79sWzZMt7XsLOzg6+vL3JycrBp0ybs27cPDg4OvLH169fH9u3bucFXXbt2xbBhw3hjCwoKVN4HPsrkvGTJEuzZs4db3r59e96xGIDwQWknTpzAypUrVcYEFRQU4Pz582qxzZs3F3zbaUD48c3IyFAZN1K1alVkZmbyblOXq3SJRAIjIyM0b94cd+/excCBA5Gbm8sbK7SX2L1795Cfn6+xcbq0sic1t27d0jgCXPndUvZ8mjhxIm9PRWXvLG1VqKWV7Xnl7OzM22lDaG82ANi2bZugZBIcHIz58+cjJCQERkZG+OabbxAUFKQxXiQS4e7du9zVyd9//63ym6TLSao2H3UySUxMxPLly1WWHTlyBP3791eLbd26Ndcdz8TEhFtetspg8uTJ8PDwQLt27cAYw/Xr1zUmKEC3nk8BAQEoLi7GyJEjMW3aNHTv3h3Xrl3jHYioywdO6KA5oYOlhPYOA4BRo0YhLi4O9evXR1paGnx8fGBjY8MbGxISgsePH2PQoEFgjGHv3r1ITk7GnDlz1GKzsrLQu3dvQb2pCgsLkZSUhKZNmwIoOeuUyWS8ZSjbfgSU/LiePn1aZVlwcDACAwOxceNGjBs3DseOHcObN294t1lQUAA7OzuYm5urfAY0DaAVenx79eqF7777Dv379wdjDIcOHYK9vT3vNnW5Sld2IbW0tOSudjV1IRXaS0wkEsHGxgZNmzZV+X7xHQNdRoAHBASolGXHjh28o9p16X0HCO95JbQ3G1DyHnh7e6Ndu3Yqx6Dssapfv77GanM+M2fOxMiRI7neaS9fvlRJvMpeXgB/W5xQH2UDfExMDIqKihAWFsZVSwAlDaHr169X6ysPaL4U5PvRz8rKwo0bN6BQKNCuXTutl6BlGwKVSr/BSq6urtizZw93ReHj44NBgwapnFW/jSFDhmDjxo1cg1xhYSG8vb25vvpKHh4eiIiIwM6dO8EYg4eHBxwdHdWq8dLT03Hw4EGMHDkSS5Yswblz5zB27FgMHDiQdz81HYOyHB0dERUVxVWDyWQySKVSHDp0SC02JSWFdxt8SfLs2bPw8/NDnTp1wBjDixcvsGzZMlhYWGgtT3FxMY4dO4a//vpL7fPh6uqKvXv3Ijw8HG3atIGVlRUGDBiAmJgYte1cunSJd/uazhhLH9/FixcjLi5O4/E9fPgwLl26BJFIBEtLS/Tp04d3my9evEBQUBDi4uKgUCjQtWtXzJ07l/dqKS8vD6dPn8bAgQOxZcsWxMXFYfjw4bw/kkIb1nU5BnZ2doiNjcWSJUtgZ2eHzz//HMOHD+etThZaNavL5wUoaXC/du0aLCwscPz4cZw/f56b+aI0hUKBnTt3qhzXIUOG8NZWlHesyjaUl6WtobyoqAj37t2DWCxGs2bNeKdV0qWtk89HeWWSn5+Pq1evIj8/X6Wh1NDQEFOmTOF9Tnn1hpp6pdy+fRuA5uoRFxcXwWcDcrkcCoUCx48fx/z58/HmzRuNZ7tnzpzBypUr1XqJ8X3ghA6aUw6WUp7paBrcVadOHTg5OeHIkSOwsLDAuHHjNFZ1fPbZZ7h8+TLatm1b7iSScrkcMpmMi5PL5RqrDBo0aID9+/fjwYMHGDduHA4fPqyxQbtHjx44ceIE7t27B5FIhJYtW2qtmlQyMjKCvb09Vx9dmi5jVzp37szbO0pTMlm5ciX3eeTrqFBas2bN8Omnn3Kfgfj4eN6egp9++qnaVbomK1asQK9evVBUVAQvLy94eXlpjBVaLXj48GHMmzdPZdnMmTN5j4Hys9S0aVMkJiaiXbt2Grdb3lWMsvedpp5UmpLJokWLuPL26dMHffr0wcyZM7FkyRKVOAMDAzg4OMDa2pp7DzIyMniv+iZOnKi1R52yhmPlypVaT1CVdO24o0tbJ5+PMpm4u7vD3d0d58+f5+2uWprQs4G3vcDT5WzA2dkZPXr0QMeOHdGuXTsMGDAAHh4evNtduHAh/Pz8BPVOETporvRgqWXLluHy5cu8PxbR0dEICQlBp06dIJfL8dNPP2HhwoWwtrZWi71586Zau4em7sZSqRTe3t7cGfjBgwd5z8YB1S7Ho0ePxp49e5CYmMj746vLJH+lu58yxnD//n3exOPr64uVK1di6dKl+OWXXxAREaGx66yuE+wJbV8QMoeXps+1Et/JR8eOHXHw4EHMnz8fLVu2hI2NDaytrVXaXMr2FFQq21Nwzpw5SE5ORkJCAu7fv8/FyWQyje0wQk9qgPKrZnXtfaepvHK5XK2nJ1B+b7bSyutRp7xKnDlzJu/VeFm6dtzRpa2Tl+ARKR+ga9eusXHjxjFvb2/m5eXFPD09mY2NjUpMeno6Y0z3QWhC6Tovllwu5/6flZWlMU6XeawYEzZobuLEiWrLvL291ZbZ2tqyZ8+ecY+fPn2q84BDTU6fPs0WL17MgoOD2cmTJzXGOTk5MYVCwQ1sKy4u1jg3l4uLC/v555+Zs7Mz27x5Mxs2bBgLCAjgjfXz81P5W7JkCXvy5InGcrx8+ZK9evWKZWdna4yxsbFhRUVFbN68eez+/fvsxo0bbOjQoRrj3dzc2DfffMMGDx7MvLy8uL+yhMzh9fTpU5acnMz8/PzYmjVrWFpaGsvIyGAbNmzQOD+ZUnFxMdu+fTvr2bMna9WqldZYTZKTk9mFCxeYVCplFy9e5P4uX77MXr58yfucFy9esMePHzPGGEtISGAbN25U+byVJnQeq7Nnz6ot4xvwqGt5dZnzzM3NjWVkZHCf2fv37/OW1dfXl0VGRrK///5b0ODCU6dOqTyWy+Xs119/VYsbNWoUi4yMZBcuXGATJ05k165dY3379hVUdsYY+yivTJSEzCyrPBuQSCSIi4vDy5cvVdaXvQyOjIzE4sWLubMUVuZMrCxdzgZ0mQW2U6dOCA4ORs+ePVUa8/iqOGQyGZ4/f85130xMTERiYiJ3VjZx4kTcuXMH6enpKnXucrkcdevWVdte9erVVc5SGzRowNsdEyjpwrx69WqVQZ6TJ09WubwvXQVRtWpVrnebch3fPunS5bi4uBiTJk2CTCbDV199hcGDB2vsJSe0m2RiYiJmzJiB9PR0MMbQrFkzhISE8N4rR5feUUDJnHJCCOkpqPz83r17V2XfRo4cqbFH26+//or4+Hjcv38fX375Jb7//nuNjcrltVk0bNgQDRs2xL59+1R6KiYmJnJn1mV5enpyZ+atW7fWGAeUfxVTXvtp2c44upZXlznPhPaou379Oq5fv66yTFtngWXLluHkyZPw8/PDs2fP4Ofnh1q1aqnN3BwUFISDBw/C2dkZJ0+ehL+/P293Z00+6mSinDgxJSWFmzhRKpXyxk6ePBmZmZnlDixbs2aNoPEoSrr0fFq9ejWCgoIQExODtm3bwt/fH15eXrxf+hs3bgD4/zYbQPM8VuUNmlu8eDGys7MRFBSEuXPncuvFYjFv3e3XX3+N0aNHY9CgQTA0NMShQ4cgkUi4KqLSx2zBggWoWrUqN+hs586dCAgIUBkToxzMlZ2djeTkZHTo0AEGBga4du0azM3NsWPHDrUy6NLluOwkf3wN77o2fs6ePRtTpkzheqYdPXoUfn5+vHXQuvSOAoRXW+jSUxCASrXv6dOnNbZHHTt2DGlpaZBKpejatSs6derEdd4oS2jPK116KrZq1QpRUVFo27atSmLga4cYPnw48vLyNM5j9Tbtp7qUV5c5z8rrUbd06VJMnz4dAQEBvFXGmig77Tg4OEAul2PWrFm8PVZ1aYvj81EnE10mTnz48CFiY2PL3abQ8ShKup4NtGrVCqtWrYKjo6PWWWA13eCLT3mD5kxNTWFqaoq1a9cK2l5hYSEkEgnOnDkDoOTHumrVqtyXtXQyuXXrlkovHH9/fwwYMIB3X0aPHo3Vq1ejcePGAEp64Pj7+/OWYcyYMThz5oygLsdCJvlTNn4KPa6MMZXX69evn8ZBl0In2OPrlqx8Lb6r3549e6Jnz56Cyrtw4ULMnDkTGRkZAEquWDTduW/Hjh14/fo14uPjcf78eSxatAg1a9bkTepCu5PfvHmT+9Fzc3Pjeiry0eXMvLyrGF3aT9+mvHXq1NE6YWRppce99e3bF127dsWCBQu49fv370f37t2xaNEiVK9eXe2qU9MUTMnJybh69SqaNm2KZ8+eIT4+Hj179lQ7AdBlrA+fjzqZ6DKz7Oeff47U1NRy7+YmdDyKUp06dTBy5EgA5Z8N6DILrC430ipv0JyuP2KaRn/zNZIyxvDq1SvUrFkTQMkcSZrOiFNTU7lEApSciWqa3j8+Ph5VqlThqsREIhFu3ryJxo0bc6+lNGzYMDg7O8PU1BRbtmzBzZs31UZ+K48NX6+fKlWqID8/X+Ukolu3bggPD8fgwYNhaGiImJgYNG/enCtv2bJ36NABqampXM8gPrpOa6NLT8GvvvoK+/fv53r2lR7sWJYykcTFxeHixYuoWbMm782eAOE9r3TpqajLtB9Cr2I++eQTTJo0SfAdUoWWV5c7L5bXo27ixIlYv349MjIy8PPPP6us01TrAJR8vqdPnw4XFxcUFRVhxYoVcHBwUEu+BgYGgsf68Pkox5ko5eTkoGbNmioTJ9aoUUOl94ty/qasrCykpaWhVatWKj92ZQ+0rhMMbtq0CeHh4Wp15HxtLHl5eTh27Bg6dOiAxo0bY9u2bXB2duY9kxgwYIBae9Cnn36K2bNnq8WOGjWKqzISMmiuPHyjvzXduXDPnj345ZdfuLP4EydOYPTo0XB3d1eLnTFjBkQiEezt7cEYw/79+1G9enXeQaEjRoxAQkICLC0twRjDpUuX0KBBA+Tl5WHy5MkqVV66TPLn4+OD27dvc7c9PXXqFCQSCV6/fg2pVIoRI0YAgEoSA9Qnxzx+/LhKlZlyfXk9fnShS0/BlJQUzJ07FykpKdi2bRumTZuGRYsWoWHDhmqx3bp1g6WlJXr27AkrKyuNU6UAJd2Ik5KSuDaLLl26IDExETt37lSJ27hxI3755Rd07NgRa9as4Xoq8l3F6HL3wrLvg1LZYyuVSnnvkKqpSrG88grtzVZa//79VWpGRCIRqlSpgmbNmmHmzJlc+9aaNWvUpsXJzc1FjRo1eMv67NkztbbN69evqyV2Xcc7qRHcVP8BSU1NZSkpKWzgwIHc/1NSUtiTJ0+Yra2tSuzFixfZkSNHWExMDNdz48KFC+zgwYPs4sWLepfFxsZG8DTPkZGRvH98dLnTYOleKaX/3pYudy5krGRK7a1bt7Lff/9d61T5hYWFbMOGDWzs2LFs7NixbPPmzRqnM/f29lY5rs+ePWMjR45kubm53F0olUaMGMF8fHxYWFhYudOve3h4sJycHO5xbm4u8/T0ZMXFxVzPmxMnTnC9jY4cOcLGjBnDVq5cyXsnQmV8RdClp+DIkSPZmTNnuF5wERERGnuU8fUc00SXnleleypq6wHl7u7O/vzzT7Zv3z42btw4lpKSwntHwgcPHnC9MdevX8/Gjh3LwsLCeKeWf5s7pAotr1CBgYFs48aNLDc3l+Xm5rJt27YxPz8/duTIETZ8+HDe51y/fp35+fmx9u3ba9xudnY2mzNnDvPy8mJZWVnMz8+Pt3fhggUL1JbNmDFDcPk/ymqusLAwXLx4ERkZGfD09OSWi8Vi9OrVSyXW1NQUU6dOxaJFi7gMvWLFCuzduxf//e9/ubiyM9AaGBigZs2a6N69OwYPHqyxPaJZs2Zap6cvrXQDYXFxMa5cuQILCwveKjRd2oPe1dw8Sso7F169epW7c2HZdpCtW7dy40vMzc25KqKsrCx8//33+PXXX9W2+/z5c9jZ2cHOzg4AuIZKvjPjsgPD6tSpg4yMDJiamqrVNesyyd/Lly9VrgRNTEyQk5MDsVgMkUiEDRs2ICYmBkuWLEFiYiKmT5+OOXPm4M6dO1i6dCnvlWFoaKjG9hx96NJT8OXLl+jRowdCQ0MhEokwePBg3nE2QEkVT3nznikJ8+uonAAAIABJREFU7XmlaQZnvqtjhUKBnj17Ytq0abC1tUX9+vXVPtu///47fvvtNxgaGqJz585ISkrCgAEDcOnSJQQEBKi1BynvkNqjRw+VKp6y1WHz5s1DYGCg4PK+evUKq1atwoULFyAWi2FlZYXx48fzVvleuXJFpYPL0KFD4erqiuDgYISHh3PL8/PzsX//fmzfvh0PHjyAo6Mjb3tV6TIrbyZWvXp1SCQSTJ8+nbuZ2NuM9eHzUSYTZZXTL7/8gjFjxmiNXbJkCZYtW6ZyZ7IpU6bAwsICixcvxqZNmwD8/wy0Sux/03JERUXh2bNnvPc5AEruiCiVStGuXTuV6jO+arGyy7KzszX2OPnuu+/KbQ/StS1EKCGjv7ds2QKxWMzNGguUjNr38/PTWP8+YcIE3L9/H+bm5tyAQTMzMxgaGiIwMFClAbVDhw6YNm0apFIpFAoFDh48iA4dOuDUqVNq9+nQZZK//v37Y/jw4bC3t4dCocCRI0fQp08fREVFwczMDNHR0YiIiEDVqlURGhqK3r17w93dHYwxtYSq1KhRI8yaNQvt2rVT+ZHRdj8TIXTpKVilShU8e/aM+zxcvnxZ44wEL168EDzvmdA2i9LfH5lMhuPHj6u1bSkp71548eJFjXcvjIiIQExMDN68eYO+ffvi7NmzqF69Ojw9PXmPq9A7pCoHCZf9vmsyffp0NGvWDKGhoWCMYc+ePZgzZw5vUjcwMMCZM2e4ThNnzpyBsbExnj9/DplMhtu3b2PHjh04dOgQvv76awwbNgzh4eHldld/+vQpPDw8sH37dhgbG2PKlCncBLAAMH78eKSkpCAoKEilatfQ0BDNmzcXtJ8APs5qLsYYS0xM5O4wdv36dbZgwQK2e/dutbiyVSKlOTo6lvs6hYWFbMCAAVq3sWrVKsF3JSy7bU2Dik6ePKl2p8HSl+UV6dKlS9ydCwcNGsQsLCzY4sWLVWKePXvG7O3t2a5du1hxcTELDg5m3bp14x0opjR27Fh28+ZN7nFiYiKbOHEiS01NVavmKC4uZlu2bGHjxo1jEyZM4O4ud+rUKZacnKwS6+zszFq1asW6d+/OevfuzWxsbFjv3r01luPEiRMsMDCQLVq0iBsQdu3aNZadna3ymXBzc1N5L+3s7Hi3V3YgpPJPX7rcQfP69evM0dGRtW/fnjk6OjJra2v2119/8cbqMoDXxsZG7U/bsS1NU9WT8u6FV65cYYzx372w9PtQduCftu+0UMePH1d5nJ6ezjuod+DAgYKWMVZS3evi4sI6d+7MOnfuzNzc3NiDBw/Y6tWr2d69e1nLli2Zr6+vSvWtkGPp5ubGXr16xe13UlKSyl0qy+4HY4zFx8ezrVu3ljvotbSP8sokKioKYWFh+Pnnn1FQUIDhw4fD29sbJ06cwLNnz1Qat2QyGRQKhdqAN4VCobFbbmnGxsZa55wyNjYW3OOj9KU1YwxPnz7V2N986dKlXJVdtWrV1AZjVoTSnQ+qVauGgIAAtGrVCv369cPQoUNVYuvUqYPNmzdj5MiR+PXXX9G4cWNER0drrfJLSUlRubpq2bIlnjx5gnr16kGhUACASg+p3r17qwxwzMjI4D1e5U3FD6j24jI1NYWtra3KOmW3TENDQ7x69QqvX7/GnTt30L17d67smub7Up5ZarvD49vQpadgw4YNsXv3bjx69AhyuVzjZICAbrcCOHbsmNp3Jz09XS2u9PvG/nfVyTc/nHK/Sn9n+AZxln5NTb0DS8vJycHSpUvx5MkThIWFYcmSJZg1a5bGq6MVK1ZALpejX79+2LZtG9asWaNSZa70xRdf4PLly9zYpcTERJUeiaWZm5tj7969yMnJgaGhIUxNTQGA+z365JNPEBkZyU2rNGDAAEHTOAm9mZguY334fJTJZPPmzdi9ezdq166N1atXo0uXLpgyZQqKiorg4uKikky++eYbrF69WmV0LABuNtjyJCcna537qFOnTli8eDGsrKxURomX7TP+8OFDDB48mOuzLhKJYGhoqPEWrRVVdaINX9sLYwx3796Fr6+v2s2qzMzMsHnzZq7aqLy2o0aNGiE0NBROTk5QKBQ4cOAAGjdujGvXrnE/HsOGDeO99ShQMhBQOfalbDnKuwUr313wSm9fWVc+ZswYODs7QyaTwc3NDRKJBDExMVixYoXGG1MlJibC19cXBQUFiIiIwLBhw7By5UqtI7u10VR9qcRXfTls2DDUrFkT1tbWsLGx0XoCpMutAKZPn861wwD4v/bOPSqK8wzjDxcpXipgIlZTqiZEgaDFU8SI4gWjclvhiKjh4l1CbUgEPXpiRC5CVbSglJBDa6y1XgkgiEFB44W7VaOCKBFQ1DZ1RaEgYOSy0z84O93ZnV1mdmdd3P1+53jO7jLOfuzyzTvf977v89AX3rKyMoX3l2JsbAwrKys6EPb1e1Es27INDQ20vpzsY4qi8PDhQ4VzyOYVBg0aBGtra2zcuJHOK8hz8OBBfPLJJ0hLS6O9g9iCxP379xEcHIyxY8fCxMQEDx48gIWFBV3J9/3333POw0hvjpqbm3Hq1CmkpqbiyZMniI2NRWBgoIJisey1QSQSwdzcHD09PXBycmIN1Hx6fdgwyNJgX19feo80JCSE4XDm7e2N7777jj62ra0NoaGhePLkCezs7PCLX/wCd+7cwbBhw/D111/T9fhsJcGtra2oqqrC9u3bla4g2BRX2Wx7Dxw4AKC3LNDV1RX79+/H119/DScnJ8ZFWiwWY8SIERp5oGsD+c9VdnxNTU0oKSmBp6cnHVDZxtnW1obU1FSUlZXBxMQEU6dOxbp163DhwgW8++67rMG9q6sL586dw7Fjx1BVVYWbN28qHPPpp5+yWrCqCiCqEIvFaG5upnMwly9fhrm5OSPvJktQUBDi4uKwYcMG5OTkoLS0FMnJycjMzFTr/aXwMXsCevfWi4qKUFxcjIaGBkyZMoW1eZKPFUBCQgIaGxsRGhqK2NhYesU6ZswY1jHIfl+3b9/GjRs3OI9fFmVlrlLkb3yklgF+fn70RZjNXkF2hdra2oro6GisXbuWXvnL3wQqk7aX8s4776C6uhpWVla4cuUKa6m4qhvAO3fuICsrC/n5+QrGa3Z2dnjrrbcwdepUVjkj+Tnm6+uL7Oxs+Pv7IzY2FuPGjYO/vz+rbQIbBrkyMTIyQmdnJzo6OnDjxg16ydfc3KxQFTJkyBAcOXIEFRUVuHv3LoyNjREUFKQguSH/x2lkZAQLCwvEx8fDyspK6Vi8vb0ZSWg2cnJyUFBQgKdPnyIlJQUHDhyAWCzG3r17FTqcw8LCcPLkSezYsQMHDhxQuLt73TQ2NuL8+fMKCVL5z0taoaWKIUOGsG7XyCYTpTx+/BgZGRn0tkFYWJhCo5cUrhasALd+DPmu576kL16+fMlIdE6bNk1BylwdIiIiOKnLAr3bts3NzXSDY3d3N5qamliP5WMF8OWXX9J3utu3b1d6p8vn++IC3wpFExMTvHjxgr6YNzQ0sGq5yd9gjB07FufPn8f58+dZGwetra3p64epqSlmzpyJRYsWMVYg4eHhrKvpxsZGdHV1qQwmDg4OcHBwYJ0XJ0+eRH5+PkpLS2FnZwcvLy+4uroq1ajjo0rOhkEGk4CAAPpDmjlzJmxsbFBeXo7k5GQsXrxY4XipsZAquQU2MysuHD58uM9gIi3ns7a2RmVlJfz8/JCens46gWX/IPPy8nQeTB4+fIjKykqFUkx1Pq/s7Gzs2rVLpYjmuXPncPz4cVRXV2Pu3LlITExEVFSUyrwUVwtWoFfuZfXq1dizZw/efvtt+Pj4YPPmzUrLaLlgaWmJmpoa+gJz6tQpQXIntra2SE1NVdjqZJPdmDx5MgYOHIjAwECsX79e5YqGixWA/MrYysoKGRkZuHbtGoD/3xWr831pg/DwcE55BT4yRUCvvcDPP/+MxYsXQyKRIDc3F/fu3WNsCcp39Le3t2PXrl0oKSlR6dIqC9vKw97eHvb29tiwYQOqqqqQn5+PpKQkODo6wtvbW2GlvHLlSixfvpwONocPH1bZkCqPQQaToKAgTJgwAY2NjXQZqlgsxtKlS5UqpWoLLladsncSVlZWKpOp8t22usbZ2blPx0KupKWl9SmiGR4eDk9PT5w4cYLew+7Lz4WrBSvArx+DKzExMdi8eTNqa2vh7OyM0aNHc056quK///0vrly5wuhPUia7sW/fPlRUVKC4uBilpaVwdnaGi4sLXUAA/D9JvmDBAlhYWKCiogIURUEkEin0ychfqKTP5T9Xdb4vbTBjxgw4OjqisrISPT09iIuLU5nD4ypXdOvWLYamn7u7u1LBUaBXbHPr1q2YNm0aTp06RSfhNWXChAmYMGECrl27hj179iAvL09hC5FPrw8bBhlMAGDixImM59pMTKvCycmpz2Nkv2BlJkB9/T99gIuI5qlTp5CdnY3AwEC888478Pb2VtqsCfRW8UREROD+/fuwtbVFeHg4SkpKlDb38enH4MrgwYNx7NgxdHR0QCKRYMiQIbh+/TrtSa8ufO6ip0+fjunTp6O1tRXnzp1Deno6Dh06xLjgsBU3AL2SMvHx8YwVovwNj3Tb19XVlSHOyff70hbyFX01NTUwNzfHe++9p9DIDHCzrwB6q+QePnxIB8pnz56xCj92dHRg586d9GpENoiz0dHRoaAjxqbTR1EUrl69irNnz6KoqAj29vYICQlhbZLl0+vDhkEm4Psbqqw6AcDR0ZH+A5Qm2AGwNovxOba/wHViJCQkQCwWcxLR7O7uxqVLl5CdnY2ioiK4uroiKCiIkb+4c+cOQkND8cc//pFeocqqG7Bt9VRVVWHr1q149OgRfvOb36ClpQX79u1TaR3bF46OjtiwYQNWrlxJvybVdtIEPnpbe/bsQUVFBV68eAE3NzfMmjULLi4uKgOl/HZMXxfA58+f48SJE6irq1MQNOTyfWmTTZs24eHDh/R2XWFhIYYMGQJjY2OMGTMGmzZtYhwvTdSnpKRg8uTJcHFxgUgkUkhWr1ixAjdv3oSzszNMTExw/fp1WFtb06ueQ4cOMVYjmzdv7lO1NzU1Fd988w0jF8s2t6Ojo1FcXAwHBwd4enrC3d1dqVWAMgICAjh7wJNgIjBc9vVl6cuqE+BWEaLOsf0BrhMD4C+iKaWpqQk5OTnIyclhVOcsX74c69atU9iSKS4uxjfffEOrG0ipr6/HL3/5S1haWmL//v2oqKjApEmTlMpjcMXDwwPvv/8+zMzMsGPHDpiZmTGqitRl9erVWLlyJfbs2YOTJ0/i22+/RW5ursK23MWLF1FXV4c5c+agvr4emZmZcHBwwLp165SamsleADdt2sRrO0a+sk8eZd+XNgkICMCRI0fo4Cn1tz9x4gRrVdeSJUuQnp6O4uJi/Pvf/0ZYWBjmz5+PgoICxnFcqsrs7OxgamoKa2trVlFI+bng7u6OrKwslYU9QG81l6WlJX1z2pfYJVuvT0JCAs6dO6fyfaQY5DaXMtlyKX3JzKuCy76+LElJSTh69CjWrl2L4cOH48iRI4iMjGQEEz4BoL8Fi77Izs7GhQsX+pwYgPplzcOGDcOqVasUihFaW1tZy3Xd3NwUchaqtJ6ioqIYZl58GThwIP785z9j7969WLJkCVJTUzk12vUFl/yOrJZYZ2cnQ0ssMTFRoXeE73YMG8oClBRl35c2aW1tZVSodXV1oaOjAwB77rEvuaLq6mp88MEHSreaZYsg+O4WWFtbK1UIloXvebn0+qjCIIOJdO/31atXeP78OWxsbGBsbIxHjx7BxsZG4e6CD3zNsbhadeorXCYGX5dDrvBRN+Cr9cQH6cVKWkUVEhIiSN6AS36Hj5aY7GpEKv/Pl8LCQpVeKboiKCgI/v7+mDVrFiiKwuXLlxEcHIyDBw8y5rNYLEZiYiJqa2vh5OQEiUSCrKwsNDQ0MLZFjx07hvj4eNZeJfkiCK43gNK8ztChQ7FkyRLMmDGDcdMhXwHH98ZSWjwg2+uTmJhI9+D1hUEGE+mHFhERwegZqaysZFWr5QNfc6y+rDr1FT4TQ5XLoSa7tHzUDUxNTTFo0CAMGjQINjY29IXUxMREqUwKV2R7Lzw8PASr5vriiy/wySef4NGjR/D19UVLSwv27t3LOMbIyIjeR79y5Qote8MWtFeuXAlTU1OUlJSgtLSUfp1tO4Yt8Le1tWH06NEareK0hY+PD6ZMmYLy8nIYGxsjJSUF77//PhoaGhhSQFu2bMG4ceMgEolQUFCAHTt2YMeOHQrJ9/j4eAD8S4m5IF88JBSa9voYZDCRUl9fzyhbnThxIh48eKDROdva2jB48GCFTmtlwUTWqnPu3LmYMmUKw6pT3+EyMQoLCxEcHKxwp9XU1IRNmzapfQMQGRmJ0NBQ5OTksKobyMJX64kPDQ0NjOf29vacbQlUMWHChD71tvhoifFZAcpfRKWWDOpawmobqVT++PHjGa/Ld+qLxWJacWLatGlK57WyMlsp6hjPSW+wTp48qdCnpUl5ulC9PgYdTH71q19h3759tGBabm6uUpkHriizrGXj6NGjGD58OJKSkrBo0SI0NTWhpqZGqV2pPsFnYqgjV88FruoGAH+tJy4I5SOhjMePH+P48eNobm5mrOBk/0b5aInpc+6Oq1S+bL5nwIABSvM/XCXq+XDw4EG0tbXh+PHjjEKbnp4e5OXlsQpNckGoXh+DDia7d+9GSkoKIiMjAfTakWqqXcVmWfvzzz8r6Oakp6ejvLwc0dHRAHqrR/7xj3/g4sWLSE9PZ+2+1Sf4TIxDhw7RWyx+fn5001V0dDTmzZun0Ti4qBsAvd+X0AjmI6GE8PBwTJ06Fc7OzkovDh4eHpg0aRJDS2zw4MGIj49XqiWmj9y6dQu3bt0C0LcwqCzKPtfBgwfjgw8+YGh5acqYMWNw+/ZthdfNzMywc+dOtc8rVK+PwZcG99XjwZe5c+di+/bt+Nvf/oawsDCcP38eL1++ZDRqAYCnpycyMzPpZb+0FLS7uxseHh44f/68RuPo71y6dAm3b9/G8ePHGSsOExMTTJ48WWF10NjYiFWrVqGrqwujR49GQkKCIFtBuqSxsRHDhw9XWl2oae5MVtCUwI2+hEFl+7iA//dyyeeNZJWA5VGmQsCV+vp6QW425NG018egg4lsj0dGRga8vb0Vejz4IlUflSZxZ8yYAS8vL4VmJh8fH5w+fZp+XlBQQHtkGNJFgM/EaGpqwvLly7F69WqdKRYIiWyVmjxCNJjGxMRg2rRpmDNnjlJxP0IvbMnnwMBABW2q/tDHJXRVIxvq9PoYdDAJCAhAWloa1q5di5ycHNTV1SEyMlKjRqnAwEAkJCTg3r17qKqqwmeffQZvb2+Fxh8vLy9kZGQoNHu9ePECy5Yt07j7+U2By8RQR67+TeL58+d46623BDuf1PdDVsYc0NyOWR+RTz57eHggKipKQWNLXSorK3HgwAGFvJUmKxPZgNbd3Y1z586hs7MT69at02ismmLQORNt9HisX78ee/fuxe7du/GXv/wFJ06cwKJFixSOE4lE2Lx5M3bt2kUHlPb2dmzZsoVVUl1fka36kZ0YsqgjV/8mERISwjCm4uNBwkZNTY3Sn8l/toaOtoUmN2/ejODgYNja2gp2XvnVz5o1a7Bw4UISTHSJNno8XFxc6ItfVlaWUivW0NBQxMTEwM3NDe+99x6MjIxQV1cHX19fhkaTvsNlYqgr7/+mkJ+fTxtT7du3T6UxFR+WLFmCEydO0M8lEgn8/f2Rl5en4Yj1B20LTZqbm6tdZaUM2aS+VPbk1atXgr6HOhj0Ntfz58+RkJCAsrIyUBSFKVOmICoqirFa4QsfcT2gN4FXWVkJoDe5N3LkSLXf+02EbWIcPXpUpXaTviGRSFBdXY1//vOfuHr1Kurr62Fvb6+20+OyZctYNaFMTU3h7u6u9nn1GaGFJqVFFampqRg3bhzmzJnD6E/S5KZVNqlvZGQEKysrrFmzBhMmTFD7nEJg0MGktLRUQVuosLBQo3JTruJ6hF7668R4nfzud7+jjanc3d013uaSEh8fj61btwpyLkNCCKFJ+VygvIuiEMnytrY2SCQSXjLx2sQgg0l+fj46OzuRkpLCkNLo7u5Geno6Z5VMNti8pA2pOktdVE0MbQpz9gdKSkpQUVGB69evw9jYmNWYSl3y8vJQV1eHsLAwFBQU6EUV3JuAVMPr3r17mDRpEjZu3CjYRf/x48eIiIjA48ePQVEURo0aheTkZI39bzTFIHMm7e3t+OGHH9De3s5woTMxMUFERIRG59aGeZI+w2ViaFOYsz/AxZhKHfbs2YMnT56guroaa9asQVZWFmpqalQ6dRKEQZmGlxBs27YNa9asoQtR8vPzsW3bNq3ogPGCMmDKysoEP2dlZSW1YMECysnJiRKJRNTMmTOpmzdvCv4++sKKFSuoM2fO0M+/++47Kjg4mPXY9evXU1evXqWf37p1iwoPD9f6GLXN7t27KX9/f2revHnU9u3bqeLiYurVq1can9fX15eSSCSUr68vRVEU1dXVRXl6emp8XkLfeHt70487OzspLy8vwc4t/T5l8fHxEez86mKQKxNpd2paWpqCoB+gWQ24rLieRCLB2LFjycpEBc3NzYxSXy8vL9bvBNCOMKeuuXjxIiwsLJCYmEgbU12/fl0QKRNpo6KsPAhpXnw9cNXwUgczMzPaLwUAbt++zdtBURsYZDBZsmQJAO2Isf3000/Yvn07KioqMGDAAMyYMQNbtmxR6KQl9MJnYmhDmFOX8DWm4ouHhwfWr1+PlpYWHDx4EKdOnYKPj49AoyfwQcjelS1btiA8PByWlpagKAotLS1ITk4W7PzqYpAJeFlqa2sV/MdlXdD4EhgYCC8vL/j5+YGiKGRlZaG0tBR//etfhRiu3nHz5k1ERkYqTAw2T/WWlhakpKTQZa+urq4IDw/nZRnbn1iwYAHDmOqnn35CUlISbUx15swZtc4rW7BQVFREl75/+OGHmD179htfsPAmwFXDS126urr63e6HQa5MpMTFxeHChQuwsbGhX9NUhK2trY1hf7lixQpkZ2drNE59xsnJCQUFBZwmhoWFBTZs2CCoMKcu4WNMxQdpwYL8feLly5cRHx9P5FReA9oqCrl48SJsbW1hY2ODhw8fIjMzEw4ODvj9738v6FaaOhh0MCkpKcHZs2cZ/gWaMmnSJOTm5sLX1xdArzquvAsboRe+E0Mbwpy6hI8xFR/kdaXa29uxa9cu2redoH20Ifgouy1aU1ODjRs3CrotqjE6Svz3C1atWkV1dHQIes6pU6dS48ePpyZOnEg5OTlR48ePp//Z2dkJ+l5vMvv376cWLlxI1dbWUnfv3qV++9vfUhkZGVRsbCwVHx/P+n8WLVpEPX36lK5mqa2tpUQi0esctqCcOXOGmj17NuXm5kZFR0dTFNVbzfbRRx9RJ0+eFOQ9ysrKKHd3dyoqKop68eKFIOck6AaRSERfr3bv3k1FRERQFEVREomE8vDw0OXQKIoy0GouKRYWFvD29sakSZMYWyua1IOXlZUJMTS9Jzc3l5EvcHd3R0BAAJ0vYEMbwpy6RJvGVB0dHdi5cye9GhGiAZKgW7S1LSoUBh1M3Nzc4ObmJug5X758idTUVJSXl6OnpwcffvghPv/88zd6b18bqDMxtCHMqWtGjBjBSNSqqwUlS3l5ObZu3Ypp06YhLy+v3/quE/ihrW1RodD9CHSINtRo4+LiMHDgQNp2NyMjA9HR0di9e7fg7/Umo87EiIuLQ0JCAv7zn/9g7ty5mDJlCskBsCC1OC4pKUFpaSn9OiVQJRFBN4SGhsLPzw/d3d1YtGgRrK2tkZ+fj+TkZPzhD3/Q9fAMszRYah4kxcjICEOHDoWrqyu2bdsGS0tLtc+9YMECBXE4NqdFQ+fs2bNITExEd3c33N3dERMTw5gYbBpS2hDm1Ef6gxsgQTuIxWLGtujly5dhbm4uSJOrphhkMGHj2bNnyMjIQF1dHZKSktQ+j0gkwpEjR2hRt9bWVgQFBREPCRa4TgxtCnMSCARhMOhtLlnefvttrFu3Dt7e3hqdZ8WKFQgICMDs2bMB9JZphoaGCjFEvYNrvkCbwpwEAkEYyMpEDlnpeHVoamrCs2fPcPXqVUgkEri4uGD8+PECjtBwKS8vx9SpU3U9DAKBwAIJJjIUFhbi6NGjOHjwoNrn8PT0VFsGg8COVJgzJCSEtdpLE8UCAoEgDAa5zSXvggb0yqCMHj1a46orOzs75OTkYOLEiYzO+je9hFWXaFOYk0AgCINBrkzkq12MjY0xdOhQQerx3d3dFV4j5ZjCIbQwJ4FAEAaDDCaENxNtCHMSCARhMMhtLm3yxRdfsL4ulGWnIaMNYU4CgSAMJJgIjIuLC/24u7sb33//Pd59910djkh/sLGxUZBVJxAI/QOyzaVlKIrCxx9/jOPHj+t6KG88kZGRuHnzpqDCnAQCQRjIykTL1NfX4+nTp7oehl6gDWFOAoEgDCSYCIys7hdFURg2bBgiIyN1PCr9QBvCnAQCQRjINheh36NNYU4CgSAMxroegL5w9OhR+nFtbS3jZwkJCa97OHpFTU0N7t69S/+7c+cOTp8+DVtbW8TFxel6eAQCASSYCMa3335LP960aRPjZ9euXXvdw9F7pMKcP/74o66HQiAQQIKJYMjuFpKdw9fHgAEDdD0EAoEAEky0Qn/xZNZ3CgsLSb6EQOgnkGougSABRHtoU5iTQCAIA6nmEghHR0fa6EksFtOPKYpCY2MjqqqqdDm8NxptCnMSCARhIMFEIIjvNoFAMGRIMCEQCASCxpAEPIFAIBA0hgQTAoFAIGgMqeYiEDSkp6cHhw4dQl5eHnp6etDV1YXZs2fj888/Z6gbC0FlZSUyMzNsMyzqAAAC/klEQVRJ5z+h30FWJgSChsTExODGjRv4+9//jtzcXGRmZuLBgwf48ssvBX+vuro6iMViwc9LIGgKScATCBrwr3/9Cz4+PigpKcGQIUPo1xsbG/HDDz/A1dUVsbGxqKmpgZGREdzc3BAZGQlTU1OMHz8e5eXlGDZsGADQz2tra5GcnAwbGxvU1taiu7sbsbGxGDVqFD7++GO8ePEC8+bNg5+fHxISEjBo0CC0t7fD0dER1tbWiIiIAADk5uaisLAQX331lU4+G4JhQVYmBIIGVFdXw9bWlhFIAGD48OGYP38+4uPjYWlpiby8PGRlZeHHH3/EgQMH+jxvZWUlVq1ahZycHCxcuBDJyckYOXIkPvvsMzg7O9OGYLW1tfjTn/6EvLw8LFu2DFlZWeju7gYAZGRkYOnSpcL/0gQCCySYEAgaYGxsDIlEovTnRUVFCA4OhpGREczMzLB06VIUFRX1ed5Ro0bB3t4eAODg4ICWlhbW40aOHEn3MNnb2+PXv/41Ll26RJuyTZ8+XY3fikDgD0nAEwgaMHHiRNy/fx9tbW2M1YlYLEZUVBQkEglDCkYikdArB1k6OzsZz83NzenHRkZGSsVDBw0axHgeFBSErKwsjBkzBosXLyYyP4TXBlmZEAgaMGLECIhEImzZsgVtbW0AenXDYmJiYGlpienTp+Pw4cOgKAqdnZ3IyMiAq6srAGDYsGG0zM7p06c5vZ+JiQlrMJIyf/583L17FwUFBfD399fwtyMQuENWJgSChkRHRyMtLQ1Lly6FiYkJOjs78dFHHyE8PBzt7e2Ij4+HSCRCV1cX3NzcEBYWBgDYunUr4uLiaNfI4cOH9/leTk5O+Oqrr/Dpp58iJCRE4edmZmaYP38+nj17Rif2CYTXAanmIhD0iI6ODgQHB2Pbtm1wcnLS9XAIBgTZ5iIQ9ITi4mLMmjULbm5uJJAQXjtkZUIgEAgEjSErEwKBQCBoDAkmBAKBQNAYEkwIBAKBoDEkmBAIBAJBY0gwIRAIBILG/A9S7ssSqdZO/QAAAABJRU5ErkJggg==\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.set_style(\"whitegrid\")\n", + "ax = sns.barplot(x = \"Country\", y = \"Budget\", data = ds_budget)\n", + "ax.set_title(\"Budget per Country\")\n", + "ax.set_xticklabels(ax.get_xticklabels(),rotation = 90)\n", + "\n", + "ax.figure.savefig(\"Budget_per_Country.jpg\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Import REE per country Data to analyse the Correlation between Budget and Occurence per Country" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0CountryCommods
06Australia466
117Canada254
219China214
313Brazil173
445Kazakhstan161
5101United States153
674Russian Federation148
737India105
886Sweden88
957Mongolia81
10103Uzbekistan78
1147Kyrgyzstan70
1267Norway59
1353Malaysia58
1490Tajikistan56
1538Indonesia52
16105Vietnam49
1726Finland47
1860Mozambique46
194Argentina39
2063New Zealand38
2184Sri Lanka35
2292Thailand34
2333Greenland34
2482South Korea29
2532Greece23
268Bangladesh22
2795Turkey21
2881South Africa20
2944Japan17
............
7815Cabo Verde2
7916Cameroon2
8099United Arab Emirates2
8164Niger2
8296Turkmenistan2
8321Colombia2
841Algeria2
8568Paraguay2
8687Switzerland2
8750Libya2
8877Serbia2
8940Iraq2
9080Somalia2
9185Suriname1
9220China1
9349Liberia1
9411Bosnia and Herzegovina1
9576Senegal1
9678Sierra Leone1
9718Chile1
9841Ireland1
9988Syria1
10058Montenegro1
10194Tunisia1
10293Togo1
10324Denmark1
10428French Guiana1
10535Guyana1
10631Ghana1
10729Gabon1
\n", + "

108 rows × 3 columns

\n", + "
" + ], + "text/plain": [ + " Unnamed: 0 Country Commods\n", + "0 6 Australia 466\n", + "1 17 Canada 254\n", + "2 19 China 214\n", + "3 13 Brazil 173\n", + "4 45 Kazakhstan 161\n", + ".. ... ... ...\n", + "103 24 Denmark 1\n", + "104 28 French Guiana 1\n", + "105 35 Guyana 1\n", + "106 31 Ghana 1\n", + "107 29 Gabon 1\n", + "\n", + "[108 rows x 3 columns]" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ree = pd.read_csv(\"ree_per_country.csv\")\n", + "ree" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "correlation = ree.merge(ds_budget, on = \"Country\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0CommodsBudget
Unnamed: 01.000000-0.3210300.191504
Commods-0.3210301.0000000.207823
Budget0.1915040.2078231.000000
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" + ], + "text/plain": [ + " Unnamed: 0 Commods Budget\n", + "Unnamed: 0 1.000000 -0.321030 0.191504\n", + "Commods -0.321030 1.000000 0.207823\n", + "Budget 0.191504 0.207823 1.000000" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "correlation.corr()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.set_style(\"whitegrid\")\n", + "ax = sns.scatterplot( x = \"Commods\",y = \"Budget\" ,data = correlation, hue = \"Country\", s = 500, alpha = 0.8)\n", + "\n", + "ax.text(214+15, 8400, \"China\", horizontalalignment='left', size='medium', color='black')\n", + "ax.text(153+15, 21500, \"United States\", horizontalalignment='left', size='medium', color='black')\n", + "ax.text(466+15, 6.9, \"Australia\", horizontalalignment='left', size='medium', color='black')\n", + "ax.text(254+15, 246, \"Canada\", horizontalalignment='left', size='medium', color='black')\n", + "\n", + "ax.set_title(\"Occurrence vs. Budget per Country\",y= 1.1, fontsize=15, weight = \"semibold\")\n", + "ax.set_xlabel(\"Occurrence of REE\", fontsize = 13, weight = \"semibold\")\n", + "ax.set_ylabel(\"Budget in Mio. USD $\", fontsize = 13, weight = \"semibold\")\n", + "\n", + "ax.legend(loc='center right', bbox_to_anchor=(1.5, 0.5), ncol=1)\n", + "\n", + "\n", + "x = correlation['Commods']\n", + "y = correlation['Budget']\n", + "slope, intercept, r_value, _, std_err = stats.linregress(x, y)\n", + "\n", + "ax.plot(x, slope*x + intercept, color=\"red\")\n", + "plt.show()\n", + "\n", + "\n", + "ax.figure.savefig(\"Occurrence_vs_Budget.jpg\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/your-project/landsquare.csv b/your-project/landsquare.csv new file mode 100644 index 0000000..8b90d44 --- /dev/null +++ b/your-project/landsquare.csv @@ -0,0 +1,265 @@ +"Country Name;""Country Code"";""Indicator Name"";""Indicator Code"";""1960"";""1961"";""1962"";""1963"";""1964"";""1965"";""1966"";""1967"";""1968"";""1969"";""1970"";""1971"";""1972"";""1973"";""1974"";""1975"";""1976"";""1977"";""1978"";""1979"";""1980"";""1981"";""1982"";""1983"";""1984"";""1985"";""1986"";""1987"";""1988"";""1989"";""1990"";""1991"";""1992"";""1993"";""1994"";""1995"";""1996"";""1997"";""1998"";""1999"";""2000"";""2001"";""2002"";""2003"";""2004"";""2005"";""2006"";""2007"";""2008"";""2009"";""2010"";""2011"";""2012"";""2013"";""2014"";""2015"";""2016"";""2017"";""2018"";" +"Aruba;""ABW"";""Land area (sq. 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Federation,148 +37,India,105 +86,Sweden,88 +57,Mongolia,81 +103,Uzbekistan,78 +47,Kyrgyzstan,70 +67,Norway,59 +53,Malaysia,58 +90,Tajikistan,56 +38,Indonesia,52 +105,Vietnam,49 +26,Finland,47 +60,Mozambique,46 +4,Argentina,39 +63,New Zealand,38 +84,Sri Lanka,35 +92,Thailand,34 +33,Greenland,34 +82,South Korea,29 +32,Greece,23 +8,Bangladesh,22 +95,Turkey,21 +81,South Africa,20 +44,Japan,17 +27,France,17 +62,Namibia,17 +52,Malawi,16 +98,Ukraine,16 +39,Iran,16 +75,Saudi Arabia,15 +42,Italy,15 +56,Mexico,14 +51,Madagascar,14 +14,Burundi,13 +100,United Kingdom,12 +7,Austria,12 +89,Taiwan,11 +2,Angola,11 +69,Peru,11 +73,Romania,11 +61,Myanmar,11 +25,Egypt,11 +102,Uruguay,10 +79,Slovakia,10 +91,Tanzania,10 +106,Zambia,9 +59,Morocco,9 +30,Germany,8 +70,Philippines,8 +107,Zimbabwe,7 +23,Democratic Republic of the Congo,7 +104,Venezuela,6 +10,Bolivia,6 +5,Armenia,6 +55,Mauritania,5 +46,Kenya,5 +43,Jamaica,5 +83,Spain,5 +22,Czech Republic,5 +65,Nigeria,5 +54,Mali,4 +66,North Korea,3 +48,Laos,3 +97,Uganda,3 +36,Hungary,3 +0,Afghanistan,3 +71,Poland,3 +72,Portugal,2 +34,Guinea,2 +3,Antarctica,2 +9,Belgium,2 +12,Botswana,2 +15,Cabo Verde,2 +16,Cameroon,2 +99,United Arab Emirates,2 +64,Niger,2 +96,Turkmenistan,2 +21,Colombia,2 +1,Algeria,2 +68,Paraguay,2 +87,Switzerland,2 +50,Libya,2 +77,Serbia,2 +40,Iraq,2 +80,Somalia,2 +85,Suriname,1 +20,China ,1 +49,Liberia,1 +11,Bosnia and Herzegovina,1 +76,Senegal,1 +78,Sierra Leone,1 +18,Chile,1 +41,Ireland,1 +88,Syria,1 +58,Montenegro,1 +94,Tunisia,1 +93,Togo,1 +24,Denmark,1 +28,French Guiana,1 +35,Guyana,1 +31,Ghana,1 +29,Gabon,1