gee_py_ml.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "OaNKr9QjuqYu"
      },
      "source": [
        "\n",
        "[![Open In Google Colab](https://colab.research.google.com/assets/colab-badge.svg)](http://colab.research.google.com/github/waleedgeo/gee_py_ml/blob/main/gee_py_ml.ipynb)\n",
        "\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "GfVMp2wzuqYv"
      },
      "source": [
        "## Machine Learning Classification with Google Earth Engine Python API"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "L2e7xMJtuqYv"
      },
      "source": [
        "### recap Some basic python vs javascript syntax for earth engine\n",
        "\n",
        "\n",
        "|Property|JavaScript|Python|\n",
        "|---|---|---|\n",
        "|Function definition|function myFun(arg) {  return arg;  <br>}  <br>  <br>var myFun = function(arg) {  return arg;  <br>};|def my_fun(arg):  return arg|\n",
        "|Anonymous function mapping|var foo = col.map(function(arg) {  return arg;  <br>});|foo = col.map(lambda arg: arg)|\n",
        "|Variable definition|var myVar = 'var';|my_var = 'var'|\n",
        "|Logical operators|var match = such.and(that);  <br>var match = such.or(that);  <br>var match = such.not(that);|match = such.And(that)match = such.Or(that)match = such.Not(that)|\n",
        "|Multi-line method chain|var foo = my.really()              .reallyLong()              .methodChain();|foo = (my.really()       .reallyLong()       .methodChain())|\n",
        "|Dictionary keys|var dic = {'key': value};  <br>var dic = {key: value};|dic = {'key': value}|\n",
        "|Dictionary object access|var value = dic.key;  <br>var value = dic['key'];|value = dic['key']|\n",
        "|Function argument definition|// Positional arguments.  <br>var foo = fun(argX, argY, argZ);  <br>// Keyword arguments object.  <br>var foo = fun({y: argY});|# Positional arguments.foo = fun(arg_x, arg_y, arg_z)  <br># Keyword arguments dictionary.foo = fun(**{'y': arg_y})  <br># Keyword arguments.foo = fun(x=arg_x, z=arg_z)|\n",
        "| Boolean | var t = true; var f = false; | t = Truef = False|\n",
        "|Null values|var na = null;|na = None|\n",
        "|Comment|//|#|\n",
        "\n",
        "# rewrite above table in markdown with refined syntax\n",
        "\n",
        "\n",
        "Source (API Difference): [GEE Guide](https://developers.google.com/earth-engine/guides/python_install#syntax-differences-between-the-javascript-and-python-apis)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "PlzJSzaIuqYv"
      },
      "source": [
        "### Full Classification in Earth Engine (using ESRI LULC as label layer)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "wOAxFNX7uqYv",
        "outputId": "edd30fd7-65b4-4772-a8f9-df43b48f0dd1"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Collecting eemont\n",
            "  Downloading eemont-0.3.6.tar.gz (134 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m134.7/134.7 kB\u001b[0m \u001b[31m1.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "Requirement already satisfied: beautifulsoup4 in /usr/local/lib/python3.10/dist-packages (from eemont) (4.11.2)\n",
            "Requirement already satisfied: earthengine-api in /usr/local/lib/python3.10/dist-packages (from eemont) (0.1.381)\n",
            "Collecting ee_extra>=0.0.15 (from eemont)\n",
            "  Downloading ee_extra-0.0.15.tar.gz (224 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m224.7/224.7 kB\u001b[0m \u001b[31m6.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from eemont) (1.23.5)\n",
            "Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (from eemont) (1.5.3)\n",
            "Requirement already satisfied: python-box>=6.0.0 in /usr/local/lib/python3.10/dist-packages (from eemont) (7.1.1)\n",
            "Requirement already satisfied: geopy in /usr/local/lib/python3.10/dist-packages (from eemont) (2.3.0)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from eemont) (2.31.0)\n",
            "Requirement already satisfied: soupsieve>1.2 in /usr/local/lib/python3.10/dist-packages (from beautifulsoup4->eemont) (2.5)\n",
            "Requirement already satisfied: google-cloud-storage in /usr/local/lib/python3.10/dist-packages (from earthengine-api->eemont) (2.8.0)\n",
            "Requirement already satisfied: google-api-python-client>=1.12.1 in /usr/local/lib/python3.10/dist-packages (from earthengine-api->eemont) (2.84.0)\n",
            "Requirement already satisfied: google-auth>=1.4.1 in /usr/local/lib/python3.10/dist-packages (from earthengine-api->eemont) (2.17.3)\n",
            "Requirement already satisfied: google-auth-httplib2>=0.0.3 in /usr/local/lib/python3.10/dist-packages (from earthengine-api->eemont) (0.1.1)\n",
            "Requirement already satisfied: httplib2<1dev,>=0.9.2 in /usr/local/lib/python3.10/dist-packages (from earthengine-api->eemont) (0.22.0)\n",
            "Requirement already satisfied: geographiclib<3,>=1.52 in /usr/local/lib/python3.10/dist-packages (from geopy->eemont) (2.0)\n",
            "Requirement already satisfied: python-dateutil>=2.8.1 in /usr/local/lib/python3.10/dist-packages (from pandas->eemont) (2.8.2)\n",
            "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas->eemont) (2023.3.post1)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests->eemont) (3.3.2)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->eemont) (3.6)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->eemont) (2.0.7)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->eemont) (2023.11.17)\n",
            "Requirement already satisfied: google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5 in /usr/local/lib/python3.10/dist-packages (from google-api-python-client>=1.12.1->earthengine-api->eemont) (2.11.1)\n",
            "Requirement already satisfied: uritemplate<5,>=3.0.1 in /usr/local/lib/python3.10/dist-packages (from google-api-python-client>=1.12.1->earthengine-api->eemont) (4.1.1)\n",
            "Requirement already satisfied: cachetools<6.0,>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from google-auth>=1.4.1->earthengine-api->eemont) (5.3.2)\n",
            "Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.10/dist-packages (from google-auth>=1.4.1->earthengine-api->eemont) (0.3.0)\n",
            "Requirement already satisfied: six>=1.9.0 in /usr/local/lib/python3.10/dist-packages (from google-auth>=1.4.1->earthengine-api->eemont) (1.16.0)\n",
            "Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.10/dist-packages (from google-auth>=1.4.1->earthengine-api->eemont) (4.9)\n",
            "Requirement already satisfied: pyparsing!=3.0.0,!=3.0.1,!=3.0.2,!=3.0.3,<4,>=2.4.2 in /usr/local/lib/python3.10/dist-packages (from httplib2<1dev,>=0.9.2->earthengine-api->eemont) (3.1.1)\n",
            "Requirement already satisfied: google-cloud-core<3.0dev,>=2.3.0 in /usr/local/lib/python3.10/dist-packages (from google-cloud-storage->earthengine-api->eemont) (2.3.3)\n",
            "Requirement already satisfied: google-resumable-media>=2.3.2 in /usr/local/lib/python3.10/dist-packages (from google-cloud-storage->earthengine-api->eemont) (2.6.0)\n",
            "Requirement already satisfied: googleapis-common-protos<2.0.dev0,>=1.56.2 in /usr/local/lib/python3.10/dist-packages (from google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->google-api-python-client>=1.12.1->earthengine-api->eemont) (1.61.0)\n",
            "Requirement already satisfied: protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0.dev0,>=3.19.5 in /usr/local/lib/python3.10/dist-packages (from google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->google-api-python-client>=1.12.1->earthengine-api->eemont) (3.20.3)\n",
            "Requirement already satisfied: google-crc32c<2.0dev,>=1.0 in /usr/local/lib/python3.10/dist-packages (from google-resumable-media>=2.3.2->google-cloud-storage->earthengine-api->eemont) (1.5.0)\n",
            "Requirement already satisfied: pyasn1<0.6.0,>=0.4.6 in /usr/local/lib/python3.10/dist-packages (from pyasn1-modules>=0.2.1->google-auth>=1.4.1->earthengine-api->eemont) (0.5.1)\n",
            "Building wheels for collected packages: eemont, ee_extra\n",
            "  Building wheel for eemont (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for eemont: filename=eemont-0.3.6-py3-none-any.whl size=135742 sha256=5aa9b895f19c1011afeac1d0c1de407e307c3cf55dafdc2f8abac205dbb96e23\n",
            "  Stored in directory: /root/.cache/pip/wheels/c2/79/2c/4fed17c3d3b466bbf4fe5872eec11f189147043b01152a4f75\n",
            "  Building wheel for ee_extra (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for ee_extra: filename=ee_extra-0.0.15-py3-none-any.whl size=236756 sha256=fcb6d1fdb68dc3f1c37ac782e14811d9351000989668f625a83bd45dd216ffc3\n",
            "  Stored in directory: /root/.cache/pip/wheels/29/96/0e/4e36b0dfd85e16867723df739294c0aa45a65b191adac4d959\n",
            "Successfully built eemont ee_extra\n",
            "Installing collected packages: ee_extra, eemont\n",
            "Successfully installed ee_extra-0.0.15 eemont-0.3.6\n"
          ]
        }
      ],
      "source": [
        "!pip install eemont"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "UJQFl-qWuqYw"
      },
      "outputs": [],
      "source": [
        "import ee\n",
        "import geemap\n",
        "import geemap.colormaps as cm\n",
        "import geopandas as gpd\n",
        "import eemont\n",
        "import os\n",
        "\n",
        "try:\n",
        "    ee.Initialize()\n",
        "except Exception as e:\n",
        "    ee.Authenticate()\n",
        "    ee.Initialize()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 53
        },
        "id": "G5Dq9Ly5uqYw",
        "outputId": "bacbb507-b730-44e7-a77b-693e07f04796"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Mounted at /content/drive\n",
            "Working Directory:  /content/drive/MyDrive/Colab Notebooks/gee_py_ml\n"
          ]
        }
      ],
      "source": [
        "# mount google drive\n",
        "from google.colab import drive\n",
        "drive.mount('/content/drive')\n",
        "\n",
        "loc = '/content/drive/MyDrive/Colab Notebooks/gee_py_ml/'\n",
        "# create a path if it doesn't exist\n",
        "if not os.path.exists(loc):\n",
        "    os.makedirs(loc)\n",
        "os.chdir(loc)\n",
        "print('Working Directory: ',os.getcwd())"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 17
        },
        "id": "fUEaSaCCuqYw",
        "outputId": "bf05e403-a468-4d7c-cb12-aaecbf66de5f"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "point = ee.Geometry.Point(3.3896932773281856, 6.516974260768799) #Lagos, Nigeria\n",
        "aoi = point.buffer(5000).bounds() # 5km buffer around the point\n",
        "\n",
        "\n",
        "Map = geemap.Map()\n",
        "Map.centerObject(aoi, 12)\n",
        "Map.addLayer(aoi, {}, 'AOI')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 17
        },
        "id": "TuzSCcAZuqYw",
        "outputId": "a5a74686-77c3-464c-a4b9-73fc42cdbf58"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "#def mask_s2_clouds(image):\n",
        "#  \"\"\"Masks clouds in a Sentinel-2 image using the QA band.\n",
        "#\n",
        "#  Args:\n",
        "#      image (ee.Image): A Sentinel-2 image.\n",
        "#\n",
        "#  Returns:\n",
        "#      ee.Image: A cloud-masked Sentinel-2 image.\n",
        "#  \"\"\"\n",
        "#  qa = image.select('QA60')\n",
        "#\n",
        "#  # Bits 10 and 11 are clouds and cirrus, respectively.\n",
        "#  cloud_bit_mask = 1 << 10\n",
        "#  cirrus_bit_mask = 1 << 11\n",
        "#\n",
        "#  # Both flags should be set to zero, indicating clear conditions.\n",
        "#  mask = (\n",
        "#      qa.bitwiseAnd(cloud_bit_mask)\n",
        "#      .eq(0)\n",
        "#      .And(qa.bitwiseAnd(cirrus_bit_mask).eq(0))\n",
        "#  )\n",
        "#\n",
        "#  return image.updateMask(mask).divide(10000)\n",
        "\n",
        "s2 = (\n",
        "    ee.ImageCollection('COPERNICUS/S2_SR')\n",
        "    .filterDate('2023-01-01', '2023-01-15')\n",
        "    # Pre-filter to get less cloudy granules.\n",
        "    #.filter(ee.Filter.lt('CLOUDY_PIXEL_PERCENTAGE', 60))\n",
        "    .filterBounds(aoi)\n",
        "    #.map(mask_s2_clouds)\n",
        "    .maskClouds()\n",
        "    .scaleAndOffset()\n",
        "    .spectralIndices(['MNDVI', 'NDBI', 'MNDWI'])\n",
        "    .mean()\n",
        "    .clip(aoi)\n",
        ")\n",
        "\n",
        "# ndvi = s2.normalizedDifference(['B8', 'B4']).rename('NDVI')\n",
        "\n",
        "vis_fcc = {\n",
        "    'min': 0.2,\n",
        "    'max': 0.5,\n",
        "    'bands': ['B8', 'B4', 'B3'],\n",
        "}\n",
        "\n",
        "bands = ['B2', 'B3', 'B4', 'B5', 'B6', 'B7', 'B8', 'B11', 'B12', 'MNDVI', 'NDBI', 'MNDWI']\n",
        "image = s2.select(bands)\n",
        "\n",
        "\n",
        "Map.add_layer(image, vis_fcc, 'FCC', False)\n",
        "# visualize spectral indices\n",
        "Map.addLayer(image.select('MNDVI'), {'min': -0.2, 'max': 0.3, 'palette': cm.palettes.ndvi}, 'MNDVI', False)\n",
        "Map.addLayer(image.select('NDBI'), {'min': -0.2, 'max': 0.1, 'palette': cm.get_palette('coolwarm')}, 'NDBI', False)\n",
        "Map.addLayer(image.select('MNDWI'), {'min': -0.3, 'max': 0.1, 'palette': cm.get_palette('RdBu')}, 'MNDWI', False)\n",
        "\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "xEegmAHwuqYx"
      },
      "source": [
        "### ESRI LULC Link: https://gee-community-catalog.org/projects/S2TSLULC/\n",
        "\n",
        "![ESRI LULC](https://user-images.githubusercontent.com/6677629/187349140-d571fe8e-e979-48cf-a1a1-2f3c06b957a0.gif)\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 17
        },
        "id": "AgLTBXLSuqYx",
        "outputId": "89e9d794-8279-41fb-eb17-8e97579fc95e"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "\n",
        "# create a reference image and sample from it\n",
        "esri_lulc = (ee.ImageCollection(\"projects/sat-io/open-datasets/landcover/ESRI_Global-LULC_10m_TS\")\n",
        "                .filterDate('2022-01-01', '2022-12-31')\n",
        "                .mosaic()\n",
        "                .clip(aoi)\n",
        "                .remap([1,2,4,5,7,8,9,10,11],[1,2,3,4,5,6,7,8,9])\n",
        ")\n",
        "\n",
        "esri_vis = {\n",
        "  \"names\": [\n",
        "    \"Water\",\n",
        "    \"Trees\",\n",
        "    \"Flooded Vegetation\",\n",
        "    \"Crops\",\n",
        "    \"Built Area\",\n",
        "    \"Bare Ground\",\n",
        "    \"Snow/Ice\",\n",
        "    \"Clouds\",\n",
        "    \"Rangeland\"\n",
        "  ],\n",
        "  \"colors\": [\n",
        "    \"#1A5BAB\",\n",
        "    \"#358221\",\n",
        "    \"#87D19E\",\n",
        "    \"#FFDB5C\",\n",
        "    \"#ED022A\",\n",
        "    \"#EDE9E4\",\n",
        "    \"#F2FAFF\",\n",
        "    \"#C8C8C8\",\n",
        "    \"#C6AD8D\"\n",
        "  ]}\n",
        "Map.addLayer(esri_lulc, {'min':1, 'max':9, 'palette':esri_vis['colors']}, '2022 LULC 10m', False)\n",
        "\n",
        "field = esri_lulc.remap([1, 5],[2, 1]).rename('lc')\n",
        "\n",
        "Map.addLayer(field, {'min':1, 'max':2, 'palette':['red', 'blue']}, 'NEW ESRI Field', False)\n",
        "#Map\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 53
        },
        "id": "8pZMq59suqYx",
        "outputId": "ff381873-3234-4766-9e51-f315118d4512"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Image projection: {'type': 'Projection', 'crs': 'EPSG:4326', 'transform': [1, 0, 0, 0, 1, 0]}\n",
            "Reference projection: {'type': 'Projection', 'crs': 'EPSG:4326', 'transform': [1, 0, 0, 0, 1, 0]}\n"
          ]
        }
      ],
      "source": [
        "# projections of image and new reference image\n",
        "print('Image projection:', image.projection().getInfo())\n",
        "print('Reference projection:', field.projection().getInfo())"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 73
        },
        "id": "v29PiwGsuqYx",
        "outputId": "c80f383a-8c02-469e-8a4b-599e60cfb46d"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "2000\n",
            "{'type': 'Feature', 'geometry': {'geodesic': False, 'type': 'Point', 'coordinates': [3.3707035248374746, 6.478604913305783]}, 'id': '0', 'properties': {'lc': 1}}\n"
          ]
        }
      ],
      "source": [
        "# generate random samples (stratifed by class)\n",
        "sample_size = 1000\n",
        "seed = 42\n",
        "scale = 10\n",
        "samples = field.stratifiedSample(\n",
        "    numPoints=sample_size,\n",
        "    classBand='lc',\n",
        "    region=aoi,\n",
        "    scale=scale,\n",
        "    projection=image.projection(),\n",
        "    seed=seed,\n",
        "    geometries=True\n",
        ")\n",
        "\n",
        "Map.addLayer(samples, {}, 'samples', False)\n",
        "print(samples.size().getInfo())\n",
        "print(samples.first().getInfo())\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 338
        },
        "id": "S7cW0tL7uqYx",
        "outputId": "8c7a59f4-095b-4e42-f621-f012dd624603"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/plain": [
              "{'type': 'Feature',\n",
              " 'geometry': {'geodesic': False,\n",
              "  'type': 'Point',\n",
              "  'coordinates': [3.3707035248374746, 6.478604913305783]},\n",
              " 'id': '0_0',\n",
              " 'properties': {'B11': 0.28350000000000003,\n",
              "  'B12': 0.2403,\n",
              "  'B2': 0.201,\n",
              "  'B3': 0.22660000000000002,\n",
              "  'B4': 0.23570000000000002,\n",
              "  'B5': 0.26195,\n",
              "  'B6': 0.28790000000000004,\n",
              "  'B7': 0.30425,\n",
              "  'B8': 0.2982,\n",
              "  'MNDVI': 0.10819010776457585,\n",
              "  'MNDWI': -0.11102368908281263,\n",
              "  'NDBI': -0.025656033147810106,\n",
              "  'lc': 1}}"
            ]
          },
          "execution_count": 11,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# sample the image\n",
        "samples = image.sampleRegions(\n",
        "    collection=samples,\n",
        "    properties=['lc'],\n",
        "    scale=scale,\n",
        "    projection=image.projection(),\n",
        "    geometries=True\n",
        ")\n",
        "samples.first().getInfo()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "kturhbbXuqYx"
      },
      "outputs": [],
      "source": [
        "# split the samples into training and testing\n",
        "split = 0.7\n",
        "samples = samples.randomColumn()\n",
        "\n",
        "training = samples.filter(ee.Filter.lt('random', split))\n",
        "testing = samples.filter(ee.Filter.gte('random', split))\n",
        "\n",
        "\n",
        "# train a classifier\n",
        "classifier = ee.Classifier.smileRandomForest(numberOfTrees=100).train(\n",
        "    features=training,\n",
        "    classProperty='lc',\n",
        "    inputProperties=bands\n",
        ")\n",
        "\n",
        "# classify the image\n",
        "classified = image.select(bands).classify(classifier)\n",
        "Map.addLayer(classified, {'min':1, 'max':2, 'palette':['red', 'blue']}, 'classified')\n",
        "Map"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 160
        },
        "id": "741rpbhMuqYx",
        "outputId": "fff34d2a-7c3a-47c5-9a18-e17a9a0c5f99"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Train Confusion Matrix: [[0, 0, 0], [0, 718, 0], [0, 0, 695]]\n",
            "Train Overall Accuracy: 1\n",
            "Producer's Accuracy: [[0], [1], [1]]\n",
            "Consumer's Accuracy: [[0, 1, 1]]\n",
            "Test Confusion Matrix: [[0, 0, 0], [0, 280, 0], [0, 3, 302]]\n",
            "Test Overall Accuracy: 0.9948717948717949\n",
            "Producer's Accuracy: [[0], [1], [0.9901639344262295]]\n",
            "Consumer's Accuracy: [[0, 0.9893992932862191, 1]]\n"
          ]
        }
      ],
      "source": [
        "# Train Accuracy\n",
        "\n",
        "train_accuracy = classifier.confusionMatrix()\n",
        "print('Train Confusion Matrix:', train_accuracy.getInfo())\n",
        "\n",
        "print('Train Overall Accuracy:', train_accuracy.accuracy().getInfo())\n",
        "\n",
        "print('Producer\\'s Accuracy:', train_accuracy.producersAccuracy().getInfo())\n",
        "print('Consumer\\'s Accuracy:', train_accuracy.consumersAccuracy().getInfo())\n",
        "\n",
        "\n",
        "\n",
        "# Test Accuracy\n",
        "test_accuracy = testing.classify(classifier).errorMatrix('lc', 'classification')\n",
        "\n",
        "print('Test Confusion Matrix:', test_accuracy.getInfo())\n",
        "print('Test Overall Accuracy:', test_accuracy.accuracy().getInfo())\n",
        "print('Producer\\'s Accuracy:', test_accuracy.producersAccuracy().getInfo())\n",
        "print('Consumer\\'s Accuracy:', test_accuracy.consumersAccuracy().getInfo())\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "45qWc7l_uqYx"
      },
      "source": [
        "### Manual Training Samples"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 621,
          "referenced_widgets": [
            "694bf9bb577f40e9bd69f2eef8d5244b",
            "f7c5b2715edd4bbb91c0dcf96d6bb34a",
            "7df3260c14da490bb131c6d8d7ebb490",
            "7581127bce774a95afc5376b2eaa2cb2",
            "6fcf22b0b44f410fb63512a5101396ff",
            "83d106371ca1435790300b5b1a34b4e3",
            "b4093967a3e048048885adf7ca04f692",
            "52c8667d3d244448a1a2a6539ec98328",
            "055168507d1b4c558ee7f6f176bd86ae",
            "336c9824cc0f453cb9826738f2bab745",
            "18bf6d11573c4bae8fa7b4ab43f502c1",
            "97f87935dcca4f98a999a7b370649058",
            "e3fd482d40b3434ab6411c02b42074ab",
            "dc9e216e2cd04664a6de2bbfea742841",
            "0bebdf9744954fd6b577db909a5fd2b3",
            "1139cd36232c485c99983cb76a7c6610",
            "b4b2ca3b220141ec82979da2a63f5767",
            "a2c4ff8628d3422e80fa6133decf7bc0",
            "df685dafeac8437b8adbcc434c07f2ff",
            "e472b3cf49ad4e2c8c677b3b749f8dbf",
            "2047ed3726584a768ab4a26f6dd9550b",
            "17eb804631e747188318cc5e33aca732",
            "1a3f8c9672294d50afd4b3ba8c1fc277",
            "309794a960804653801ff0f9a075904d",
            "fd23d48f57ec41e4a62bfe6fae193948",
            "f80974828d524d26b9d155503c1d699e",
            "56fe77233ff948a79b010574b275e2df",
            "55a5aa5aef124defa0cd692bd2ee4126",
            "4230bd6fa76e45ccb0ef0554f2648710",
            "32cd06da1b8f400b9d5a8802bb277d9e",
            "16fad046db57486a97fc3522c12c0410",
            "242aedce5cd44c5383dbb6dd4a1d4c0c",
            "c43bd73b91e647febe479f40e1c385ab",
            "10c04ceb779c47a0a29614795ffe30a4",
            "1654a5abac92487eb2fd76f22e7b9e47",
            "57582162ab534976ba8fb37a74d3a7b4",
            "6e15e8ada7ea40fe8b63282aa3572461",
            "5772f5f4a674409ba0e4c0d2edc4e628",
            "1247a972cd054fe486acd30ea95c770b",
            "dc2f7ff2957f4898af25565ff88573b5",
            "2560c3254fda4e019e6483942d3df249",
            "54c20cc07ddb45fd93869508272215b0",
            "42ae8af88b454f61a05c96bfa939a9b2",
            "e104b68c7fbb42e4ac71c74c6c1d6b5d",
            "0e802316e66e4eedb33e64afa2fc6c6b",
            "a3e51a22c729493398d843b378289d84",
            "a83cd25da9234db9a86861a126d32a39",
            "af7f40a39f8744008601c4f1e3bd7162",
            "2f0ccb2e631b44c8a5d486872520e138",
            "dbd6db7af91343438a3a43f3126121c2",
            "24dcacece9b748d58b4e87eb880aff3d",
            "2db63ca0f1c54dc28fbda4f202416b53",
            "34af9e0a4c1341699f9901f86aade364",
            "de14c878e8be41349eaa0965b29e5e50",
            "77f5c0b420074c38834a8a54f0f63f2d",
            "aa57c21ff1424e65a52ec93bc11fd151",
            "049dd8cd3f0247dd9e353756fe7b00db",
            "7918e2dbcff946a3b72fbecf52358a8f",
            "4aa2ed69c54441d2bdca5f0adca3737a",
            "b9564eebf24e48b2a8270b9ebac0642f",
            "0ce46b8b38fe4ccbac96499f35aab180",
            "a0ed27e127c5455da43c901ad2c23111",
            "5d750ce354c44e2c971df1bbd8115baa",
            "813e42cb075e43c0b115f4ca7de22564",
            "70f035d4af864113b40f6d4e6575340d",
            "ea4cf271b9b348c7997039dcfdeb15fd",
            "b85dde8b219043beb61536e17afe22f9",
            "4562a3e3c32f4d9fa3d3456c494928b5",
            "0df06f0488364e2dac2237f77183a583",
            "c7a1b7c7eced4d7691dcf0306b0b1459",
            "dd6f3b081b0e42138f18b3988cdc2df3",
            "8147f591a8b64d7a9713cc622ec4e14a",
            "d7c88bec2b8a419b83d3988c4f091d7f",
            "05fbac511cd04acea9809ca7b43169ab",
            "581d8dc2540a4ab18d875df9970e7e3c",
            "f5954dd90afd4cd2934c934e4762efb5",
            "61e1bd6dc34b446989f2b0e970a598a6",
            "654b33fb288a4acd9e211a1b2185977a",
            "d4374414b41f4a31a41e9932b4e98a3d",
            "aa990a8e920c439a897f6993dcbc14af",
            "13943870cd6447cdba8e05b88cb2cbf2",
            "e994bfe848544ede90caacb855d6626e",
            "3c9a840fdd7f469aacad4f35bb18e58a",
            "2c959a827c644ec6965c2788fcad3886",
            "be8b97e2e6d74425ab33099850c68b2c",
            "820cbf84858e456f9ed56ec66ff10492",
            "5a63c0db5b0f481e9ef3206c5d0a9749",
            "cab26a38abd344898ce96ea018d82a79",
            "c55ed546fefb487aabc2e5d6257c0126",
            "f483c236794447a6a89a59dcb86d1b86",
            "1820df206d254581a31e2fa7932ec86c",
            "48595f47635f4b07ad2ef168f0111e28",
            "eb8d59b8dd90449b953126fe55ae1f61",
            "ac6d0aa3bc6c46bba262c9891326ee9a",
            "e6f638e212244e2c8ee1f52df25eacfe",
            "2f110c859c614d2785cc8075d76903a7",
            "378fc0cc80384036b24a5e985a62a56a",
            "9f79dc41734449bebb6b017a17be35d1",
            "3b4c995796cb43ac8852920e23163825",
            "0368ab691cd143c6a4588dbcdf25365e",
            "30218e958d0448879c159ddfb256b611",
            "0686f890be854fc99493a7c51198da0b",
            "591b277a5dcc4614914f20f37419582c",
            "966da3c2daaf4643b7228ebbfbf609c7",
            "a2a43b8827304a4699db0324b77f4827",
            "2ad58c682c6c45f3b7301316162601a8",
            "4240d42caef5494fac88c8cd4c9217aa",
            "c43812050a4e4f51a604405407dfe0eb",
            "92000b3e3605426086e89f7304fe2a17",
            "bf221ebffd20488ebabbea026c1189cc",
            "f916ab13afc746098b81354e11f6f84a",
            "e1bfeecccf674e78ae180ecc20602da9",
            "f4a9a31dc819400b9a5d1892aa7afb5e",
            "b586cfb5cdc74d4db48b1dd226fe15e1",
            "2f467176a2144485a718c944a7cafd46",
            "5f09c9d17d7243c2ae6e901131d6acac",
            "de3cb97054cb450e81d7f369a0e742fd",
            "e72f32912ad24b29bf282585088e4458",
            "7df1ece0c0984d99bb146ab2c5a8d7cf",
            "01fb7f984263435682db465db38cc9c8",
            "c04009377c5b4dcca7fc6f1920b42331",
            "c39d671fc7604c9d90948c75ff556f31",
            "de96f327d88446fea4425394455cae46",
            "74d0610dafc6488cadd88a0de561f6a9",
            "b7e69e37f3844594b146023efb1a6a53",
            "2ce3d4612e354373bf7a4776e93d9341",
            "d7dcfea72d69400992683b52bc642bb1",
            "40897958c1df4206b227fb70e8e7a64f",
            "cfca2b3fe90649bc8d2790ee5b77fd42",
            "eaa9fd35b7934a65a4756b3c8a4e7fb9",
            "595391d452e14e7983c69e48586baae0",
            "aa5da20b29f442eaa752e17ab9d443f4",
            "bf3c605dc2274ec69f716cdb408f3295",
            "81cc47aaa51d4eb0a5537f6289cd01cf",
            "e3c0bc78a9304c189103d4fa22396159",
            "9ed0490ca17d4cce9a5895125a7a3899",
            "add29a5c3cd64a23b526b4a3fc806605",
            "832acc3920be44cfa9bf7b4814b0bffe",
            "3f2db1d0026c46de8e27bb6f83fd8a30",
            "84c1ee8fc71c4897873082e841b74a46",
            "8e0a802b51414d9488ff92c73905a019",
            "826db806affb4be39bec83aed2f3d6f0",
            "7fef7cf15f424fe2aef91c9263ca6fae",
            "42ba92ee3c274d83a834c51dd7856279",
            "1983ee6a054543a0a3c3b02fe1af481f",
            "b94dda825f404d1fbf5935162b318cba",
            "416b3ec5f3134c1599c7dc393b837e87",
            "65a61cc81b704b94a0cad5c4db1e8b8c",
            "ba94f231a1704f5f84ca5633baad7ef9",
            "557835c8a721453cae88ca7db7274cf0",
            "ed9b8cc77e854c3a9363f1c3f7116185",
            "461b707325274f99aeb719f9a73d010b",
            "9edee75c608043499157cef8af543163",
            "f6f921b96aab400e9c148e1034337f87",
            "677704591ee844f48645757b1ad4e82f",
            "38c47b8f320042068483240404fa4682",
            "c29d1fbaeb804c4cbb7ba8d6df4c792a",
            "9d722e8bb950456cb9c8ba781e18e1aa",
            "79a559419ff845078d1df6ca219d81c2",
            "7401ac316d27442fbd4acf02ce38e5a3",
            "ebb69ea386094ff1bc1cf4da9502f70a",
            "9846b14dcc0b44e98e7abfe456f408c4",
            "8bfe6d28e5a0438b9a56849b9df63203",
            "368f2c8578c84a2386074b288e418f30",
            "4891bc36b0dd43a4a3411df5fc6f387b",
            "12dfbd0a863b402d83c86e00cb4f7fbc",
            "a4ad5209d84d4d8c8d727c085dc06644",
            "1bfa718f395d4b6ea092241803ea9089",
            "fe168b97c8404ec89e48fdfe2d94f2b0",
            "41c30449431a4c1e92e9bd249c12fa24",
            "3268a44915a0478589ad3958dbdb6915",
            "b2218798f38b48c3b6613a1a6de53156",
            "44fc4088a0a74bce85cf53c60c6e2244",
            "7dc21cccb295464292f8eafc2af1b75a",
            "a3f5687ccae5463b98e3153186e707d4",
            "ee8559387b174fd8858d2783ca3892ba",
            "c94b39d5c01c472798dee3a7aab70d29",
            "e3524dcb3dd846749d1dc459c314b3d6",
            "88df2160306e4f5e96b3a5fea99ba63c",
            "9f1b92a7bb5544cb82f7e40d7cf884f1",
            "e83ef3adc1a64e29b36984d34e894800",
            "0b46ab8e79b6448a921e01157d516def",
            "7cdf00e3704547888176719034f0ec70",
            "b7e52faf6c0841fab5e3e276b110a76a",
            "46d53c2f90f847efa74caa17fdb1794f",
            "f1411e4ec41a4a5fb6b154c8486b3546",
            "384f1fa69a774a96b39e0e4342a83c1c",
            "e6e8e97bffd1487cbd3e7f97d134e870",
            "bf671e0cf26d481e8b437141a5086f87",
            "31de27f7ddcb4d8f9e18ac2284729529",
            "5695112a266e496680447b998b81fa1d",
            "5ea3dde2b5644acb8d772a95768e86f3",
            "0027bc3c72f24b308098be4af2b2d69f",
            "ce4fcd9e1f0e40989926c9f1e569b8fc",
            "446785a2542847098e1bc0530305307c",
            "c4cdea2eb61b493c8381a8d905e52fb8",
            "e9f7d048debf4a85b0cf2c1338315803",
            "cdde6611e4a54c65982b2aeb83f2c59e",
            "78f3f69effad49459ffacc367d7b891b",
            "8cd54607e8cd452ab61818bc2087a596",
            "dbbe3e0df0be47439c15d9afc709f7e7",
            "f5a85e4d93244982abc887a59b43b676",
            "6c37f753bf18460282677a76059e7c29",
            "b704cf8bd16f477a8be368bfe4aff1b7",
            "4cdb88e40b894407bce045792155af38",
            "fdd0412491ec4ec59a1e5435c436e5af",
            "ff06368005d94dbe9cdcdb6831bf9aa5",
            "af12b7f3c3d94a27ae2768793414a93d",
            "ec205488ba5f4139bd03b6db021929cd",
            "93d073aefdfc4c7e9df9a492355696ee",
            "249f775a36cd4596b5a816f3d657175d",
            "3bd05e40f06941538cefc60e443b16a0",
            "b0d902b89a61404296f4316d342ea857",
            "a5c327b4764d483bb7a56caafcbcad40",
            "989bca1f971444bc98978c954f76e604",
            "6688aa0eef834553b259664f5bd98459",
            "38e870e3e16e48c8a99c378717d5c3d6",
            "96286f27b2324e0388115dbbc9894ebe",
            "5a95b8397db84ee284680479bbc124c0",
            "eb02f3ea186f4b3b98392cbe75401d3b",
            "fc52d5359cc344cf82e8e1a563bb7308",
            "b796789b2566461880e34b2070a42d0a",
            "87b39758c8114d71a5c2eebdc785d8e0",
            "cbddcf7daebb4914a4a83794834b582b",
            "3cb88f35dd254831a7cfc747130658e1",
            "1b6d23775c144dc49f0a6c7e2ecba036",
            "8da63639ee0e444ea2fc0086d3573ebd",
            "7b3e4d3619954f64b8de3aa8f85bf52f",
            "ea8413d4e0244f79811d377751a8cd62",
            "f3e413d2effb488c84b09fb7887b51bf",
            "5651c4b84da64adbbd1f0efd75989370",
            "dca910c6446a4e248678b5a803fd326d",
            "6c907e661e5242208b51a2017d0f249a",
            "33cb50f7a3d74c6c94165a59304bc676",
            "13641230332b4b68a714f222327a79f7",
            "be068449c9294b7b90d5108aa93d4159",
            "97e04cb7657443448fb5be5f6d9ddc1e",
            "7726a202f7ce4b4b94deb1a0e770d834",
            "44bab9183f954e22945f4c5709ace9e3",
            "13815b95c83e43e5a15eebdf1ca6aa37",
            "de0f436e9a814f54916349f97cbf3dab",
            "f3fab960b55b433caa8faddff8307290",
            "9a357b532780470c966c1341c67404ec",
            "a610022cc18641958f33d787904d0c53",
            "a9caea51586348c39753c525926780bb",
            "b55af3250b024e54bebe663b06d392e1",
            "9d881661992e4f769511b93fa5fe4cea",
            "76a8d0148f1d4e928d98a6668869095d",
            "7ff47986b6024333ae3f86cab918ff7d",
            "6d4b0e3004a74c27b0acdc5953be1d5a",
            "2cc7e7ba24ce49dc838642daf63d1cc1",
            "6362225fe416468e9d097cc2ffed1a7f",
            "babc7285337046149e4717ff2051741d",
            "db917f98f78e464ba7b97771574a7c47",
            "f33cb216bc0247bb95769e0ed6b70943",
            "c5395dcc15264e5c8d66b3cd43b0c299",
            "b245c5836e3c4436a2f4945987a95ec9",
            "b272b802ff9f4f629988b0c5408a3cdd",
            "5e9948726e81476eb91cb098048a459c",
            "48191edf4fc54e2586c93108b1c402d5",
            "a7cc2393eead47ce9ebac0bce3edd860",
            "2beb05846d32410a85bccca752f98621",
            "9b51f26e53ca4623a6620189c53b90b3",
            "3cce6a64b54541f9bc80781c71429ad5",
            "5183c152ed8242179539aa4ccdec1f35",
            "f08ba6261f1646acbb4d891f773fd5ea",
            "60bfc1ee63d94d4593c4524562b2238a",
            "559d09a094b548b39a0a4f491a66c5e9",
            "325d0bec0eb442c9a805252947060e23",
            "80d94c52da16437f955658a999e95bcd",
            "376e37a75530442e8cafade3af002a84",
            "0d71ecb390f5463cb095c1a0a7cd4652",
            "284d51a39f834f91b4b30a13fc474dd6",
            "1410a859e1334a6fae1d36cab0b20ade",
            "66c2d7596a4040aeb88dbd2ef7b6b88d",
            "dae7f7dbe8aa4be290f8ba1a0777d014",
            "e55a4e75ac0f4b10b71f6805aca41df3",
            "1d58f96f956d43669be85fb11d09c379",
            "3f52684c16bb402b8691fe3ef281857e",
            "7f716872791144b8928b3b4f5abbc38b",
            "cd3be672200249cda897139c1e811df5",
            "2cb6d998fc9c40aaaad07771f26e5273",
            "6e42dfa90c104bfe92d6f80aa85c6b15",
            "ca6f8e75bb474c9dbb3ce9c8bf57ff80",
            "ddfb905ea72f4fec87535cc9708af26c",
            "1db46b8f883140a7bb26683dee4a6987",
            "697181d03f7f43e59625a3b7099c9bb2",
            "6071e0600a0441a79530cf283f4a7df0",
            "5b6c1067b5154e0b85740de7a69344fc",
            "ccce80556d4b4e4fa1ad0fccd2336cda",
            "fd66648a87cf41f38f845e7b831be61a",
            "40dde268904e4a56a29290cb6e5380bc",
            "4b05a4490f854ffcb6c5b2347c5291cf",
            "14d7a070380f4f35aafb4325c6a04ee9",
            "7f2b93e8839d4b96b5696e5b9f92b1c4",
            "a7b5d514a2af40db8aea4beb687b1e3b",
            "84d2241ea6944570ad711e1ceb43d2fb",
            "c2697d7a29d84ee0a106a29984c29d5b",
            "1260f01b31b84aa2889089498fe7687f",
            "736745eb8a9a4a8ab1ad16658dcc1e52",
            "3c1b2e95c29c4490a3a56c755002934e",
            "1249a3c5c05149c4ae3c61cd95c74065",
            "ddad0fb5df9246288dc4cb05d6dce57b",
            "35d1d55c1da64e17a24fd83711269696",
            "e66b2f9b13da417d901475de5b368f9f",
            "1f2d15c0f6df4e4385aaa83ca29455ce",
            "0b5f7057f0d74d1bb82dae5a90a6e001",
            "51de49a60ad04f1692d17e6cfcf2fbdc",
            "807fee0898dc46ac818ff882a54d6da7",
            "76e5be2a89ee4bdcb36b08f2e73d4458",
            "05acff87d5794ac086058f3ff37ad27b",
            "7c4381c541f54fbd9d1e0e33f46a8fbe",
            "481c33e05cff446ea8719c99e6d5457d",
            "a3c5532b3c534f45ab91a5465e3a210e",
            "a088ea74f0ff4c4180a8ea9aa95581e1",
            "0ca99649af554bdab10ad3b477b655a7",
            "208017f99a6d4176bc73b8af9ca5f856",
            "cefde6a8304f4781bf72439381611fea",
            "6e31ae6f286343d38c3d78e00c831d2e",
            "48c717eefd0c4c338ec2caae38b89a0e",
            "61ffe5a5e91c45cead79c9e40b1fc440",
            "768270fb574f41fc968eeeca52edb2e2",
            "2ace58f079494099909b1ad466c43a1b",
            "1135c1a70f7240c79916cb5eb04c96a9",
            "efa9ad434e8541969bfaad081455eae8",
            "25aa1c467d454bb5a8fdff3fc1d2a52a",
            "3a08a289a1fe4377ac8b725179fd5ae1",
            "47c4a2c67b0048089d81220b97d40a3a",
            "2ae6f3464deb40f5b0b3ee8b5e35642c",
            "3c1da88d8fa34b05b0177d045845745a",
            "1ba2fa9e32e44d748109711689e1dc26",
            "917e7df5cafe4a33ac0cc8e701d109e3",
            "3c10175ce7e140c7a7148b27b9936248",
            "c773cdb8865844b1b9d9974a29f9ddd0",
            "ffdefed1f7254b80accdf62f079f5eaa",
            "a45e59046d6440adb341c1519b36f782",
            "5e1400afd1cd497d805ebc804a6c53cd",
            "5e3b9d2826c84a66917a42bd2a54af4d",
            "fa68fe7e879f4fad87a8f2de77776c63",
            "f77b7a2a30294d0cb5c3ee762f02b574",
            "72d3c31c9a614c0d832c2ef5b212c71e",
            "94aded2622ca44f9812d5df0b7e90dd6",
            "bd9a23af73574f54b6418bd8fced0713",
            "2381d6e0fb534289a408566c33622af8",
            "366511e66ad349f2b29430ebb9416f75",
            "26d7df9c43f542de9338d9b381dafdaf",
            "9337a2a26fa1490fafe726f67fb5c712",
            "c3c4de82e4264d54802975f44dbbb102",
            "2738ee94c49b4812be80b6d81df52309",
            "33207f927a6e40dbad04f2f231ade9a7",
            "0032fa2a08f04222b27050c5dc7a23b0",
            "0063a574019c49ed9779e9a7d6be7856",
            "befa6af7f8df48ab94eda1923f6c8b77",
            "ae1380426c144dcab428a5005e6d942d",
            "e9242ce9a4c24687a60f72f9422aa96f",
            "8b7b3e32ae23430a9945c6c307555405",
            "94735ac0fa28412ba0e91bcae9642309",
            "c37afa5e82e74929aa0d17b505b43581",
            "5442c3aef7de49dba4d149c30a859413",
            "63832be9b8a24461a8410dc402f3e768",
            "42e1b2464c0c48d5bb562c6137ed60e7",
            "713989bf8ddd4c0282bc6f57f001f8a6",
            "486d5d1c180c4da8b2e935e406020ef8",
            "9364c604cafb4f8bb793625688bb517b",
            "8d9520fb554246118e07f53b0a50ddb2",
            "f36bdaf762654e65b979629099b01619",
            "2fec0dbceac148e9bf274d22507bcafd",
            "db09f7f449af4d9197050e7ef60fa4b9",
            "567bcd4653d744919ed53e334542760a",
            "9ab36db0cc0d453ea6fae93d9732b164",
            "6e8f6816db0141c8bd782b7de0199aa7",
            "117f87ee40cd4b2b90b75f662e623e66",
            "17139c619b8f4f889994fbd10976826e",
            "5f7e19b716f24897b38101826faa7312",
            "15d6477e2cee43b3b7f3a8de3fb9de30",
            "c1a74be2dfb74671b71411fa3d1e86e9",
            "1fb54125ba9d418286666eedf66a5bef",
            "a484eb12e77c41378e6e05ab43f7c123",
            "aeacd59dcae34c5b9d5766325f09ebfe"
          ]
        },
        "id": "9Nv5I0A5uqYx",
        "outputId": "8a110194-7e3d-49a2-8ff2-492d1ee29c12"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "694bf9bb577f40e9bd69f2eef8d5244b",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Map(bottom=505565.0, center=[6.5169822257490875, 3.389765029252635], controls=(WidgetControl(options=['positio…"
            ]
          },
          "metadata": {
            "application/vnd.jupyter.widget-view+json": {
              "colab": {
                "custom_widget_manager": {
                  "url": "https://ssl.gstatic.com/colaboratory-static/widgets/colab-cdn-widget-manager/b3e629b1971e1542/manager.min.js"
                }
              }
            }
          },
          "output_type": "display_data"
        }
      ],
      "source": [
        "Map"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "kELWjOz9uqYx",
        "outputId": "4907ed3e-1bae-4a72-b300-a7a9f4fc5993"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/html": [
              "<div><style>:root {\n",
              "  --font-color-primary: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
              "  --font-color-secondary: var(--jp-content-font-color2, rgba(0, 0, 0, 0.6));\n",
              "  --font-color-accent: rgba(123, 31, 162, 1);\n",
              "  --border-color: var(--jp-border-color2, #e0e0e0);\n",
              "  --background-color: var(--jp-layout-color0, white);\n",
              "  --background-color-row-even: var(--jp-layout-color1, white);\n",
              "  --background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
              "}\n",
              "\n",
              "html[theme=\"dark\"],\n",
              "body[data-theme=\"dark\"],\n",
              "body.vscode-dark {\n",
              "  --font-color-primary: rgba(255, 255, 255, 1);\n",
              "  --font-color-secondary: rgba(255, 255, 255, 0.6);\n",
              "  --font-color-accent: rgb(173, 132, 190);\n",
              "  --border-color: #2e2e2e;\n",
              "  --background-color: #111111;\n",
              "  --background-color-row-even: #111111;\n",
              "  --background-color-row-odd: #313131;\n",
              "}\n",
              "\n",
              ".ee {\n",
              "  padding: 1em;\n",
              "  line-height: 1.5em;\n",
              "  min-width: 300px;\n",
              "  max-width: 1200px;\n",
              "  overflow-y: scroll;\n",
              "  max-height: 600px;\n",
              "  border: 1px solid var(--border-color);\n",
              "  font-family: monospace;\n",
              "}\n",
              "\n",
              ".ee li {\n",
              "  list-style-type: none;\n",
              "}\n",
              "\n",
              ".ee ul {\n",
              "  padding-left: 1.5em !important;\n",
              "  margin: 0;\n",
              "}\n",
              "\n",
              ".ee > ul {\n",
              "  padding-left: 0 !important;\n",
              "}\n",
              "\n",
              ".ee-open,\n",
              ".ee-shut {\n",
              "  color: var(--font-color-secondary);\n",
              "  cursor: pointer;\n",
              "  margin: 0;\n",
              "}\n",
              "\n",
              ".ee-open:hover,\n",
              ".ee-shut:hover {\n",
              "  color: var(--font-color-primary);\n",
              "}\n",
              "\n",
              ".ee-k {\n",
              "  color: var(--font-color-accent);\n",
              "  margin-right: 6px;\n",
              "}\n",
              "\n",
              ".ee-v {\n",
              "  color: var(--font-color-primary);\n",
              "}\n",
              "\n",
              ".ee-toggle {\n",
              "  display: none;\n",
              "}\n",
              "\n",
              ".ee-shut + ul {\n",
              "  display: none;\n",
              "}\n",
              "\n",
              ".ee-open + ul {\n",
              "  display: block;\n",
              "}\n",
              "\n",
              ".ee-shut::before {\n",
              "  display: inline-block;\n",
              "  content: \"▼\";\n",
              "  margin-right: 6px;\n",
              "  transform: rotate(-90deg);\n",
              "  transition: transform 0.2s;\n",
              "}\n",
              "\n",
              ".ee-open::before {\n",
              "  transform: rotate(0deg);\n",
              "  display: inline-block;\n",
              "  content: \"▼\";\n",
              "  margin-right: 6px;\n",
              "  transition: transform 0.2s;\n",
              "}\n",
              "</style><div class='ee'><ul><li><label class='ee-shut'>FeatureCollection (9 elements, 4 columns)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>FeatureCollection</span></li><li><label class='ee-shut'>columns: Object (4 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>String</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>String</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>Integer</span></li><li><span class='ee-k'>system:index:</span><span class='ee-v'>String</span></li></ul></li><li><label class='ee-shut'>features: List (9 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>0</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.399997, 6.516419]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.399997</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.516419</span></li></ul></li><li><label class='ee-shut'>1: [3.400684, 6.516419]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.400684</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.516419</span></li></ul></li><li><label class='ee-shut'>2: [3.400684, 6.51693]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.400684</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51693</span></li></ul></li><li><label class='ee-shut'>3: [3.399997, 6.51693]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.399997</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51693</span></li></ul></li><li><label class='ee-shut'>4: [3.399997, 6.516419]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.399997</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.516419</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>1: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>1</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.393819, 6.51207]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.393819</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51207</span></li></ul></li><li><label class='ee-shut'>1: [3.394334, 6.51207]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.394334</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51207</span></li></ul></li><li><label class='ee-shut'>2: [3.394334, 6.51369]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.394334</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51369</span></li></ul></li><li><label class='ee-shut'>3: [3.393819, 6.51369]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.393819</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51369</span></li></ul></li><li><label class='ee-shut'>4: [3.393819, 6.51207]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.393819</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51207</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>2: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>2</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.379231, 6.512667]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.379231</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.512667</span></li></ul></li><li><label class='ee-shut'>1: [3.380346, 6.512667]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380346</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.512667</span></li></ul></li><li><label class='ee-shut'>2: [3.380346, 6.512922]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380346</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.512922</span></li></ul></li><li><label class='ee-shut'>3: [3.379231, 6.512922]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.379231</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.512922</span></li></ul></li><li><label class='ee-shut'>4: [3.379231, 6.512667]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.379231</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.512667</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>3: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>3</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.392446, 6.516334]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.392446</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.516334</span></li></ul></li><li><label class='ee-shut'>1: [3.392617, 6.516334]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.392617</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.516334</span></li></ul></li><li><label class='ee-shut'>2: [3.392617, 6.51693]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.392617</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51693</span></li></ul></li><li><label class='ee-shut'>3: [3.392446, 6.51693]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.392446</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51693</span></li></ul></li><li><label class='ee-shut'>4: [3.392446, 6.516334]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.392446</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.516334</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>4: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>4</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.402743, 6.514799]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.402743</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.514799</span></li></ul></li><li><label class='ee-shut'>1: [3.403258, 6.514799]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.403258</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.514799</span></li></ul></li><li><label class='ee-shut'>2: [3.403258, 6.515566]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.403258</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.515566</span></li></ul></li><li><label class='ee-shut'>3: [3.402743, 6.515566]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.402743</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.515566</span></li></ul></li><li><label class='ee-shut'>4: [3.402743, 6.514799]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.402743</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.514799</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>5: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>5</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.395192, 6.502177]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.395192</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.502177</span></li></ul></li><li><label class='ee-shut'>1: [3.395449, 6.502177]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.395449</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.502177</span></li></ul></li><li><label class='ee-shut'>2: [3.395449, 6.505248]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.395449</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.505248</span></li></ul></li><li><label class='ee-shut'>3: [3.395192, 6.505248]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.395192</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.505248</span></li></ul></li><li><label class='ee-shut'>4: [3.395192, 6.502177]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.395192</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.502177</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>6: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>6</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.367388, 6.49996]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367388</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.49996</span></li></ul></li><li><label class='ee-shut'>1: [3.367732, 6.49996]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367732</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.49996</span></li></ul></li><li><label class='ee-shut'>2: [3.367732, 6.501495]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367732</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.501495</span></li></ul></li><li><label class='ee-shut'>3: [3.367388, 6.501495]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367388</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.501495</span></li></ul></li><li><label class='ee-shut'>4: [3.367388, 6.49996]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367388</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.49996</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>7: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>7</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.369105, 6.532621]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.369105</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532621</span></li></ul></li><li><label class='ee-shut'>1: [3.370134, 6.532621]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.370134</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532621</span></li></ul></li><li><label class='ee-shut'>2: [3.370134, 6.532877]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.370134</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532877</span></li></ul></li><li><label class='ee-shut'>3: [3.369105, 6.532877]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.369105</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532877</span></li></ul></li><li><label class='ee-shut'>4: [3.369105, 6.532621]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.369105</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532621</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>8: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>8</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.380947, 6.544986]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380947</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.544986</span></li></ul></li><li><label class='ee-shut'>1: [3.381548, 6.544986]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.381548</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.544986</span></li></ul></li><li><label class='ee-shut'>2: [3.381548, 6.545156]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.381548</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.545156</span></li></ul></li><li><label class='ee-shut'>3: [3.380947, 6.545156]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380947</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.545156</span></li></ul></li><li><label class='ee-shut'>4: [3.380947, 6.544986]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380947</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.544986</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li></ul></li></ul></li></ul></div><script>function toggleHeader() {\n",
              "    const parent = this.parentElement;\n",
              "    parent.className = parent.className === \"ee-open\" ? \"ee-shut\" : \"ee-open\";\n",
              "}\n",
              "\n",
              "for (let c of document.getElementsByClassName(\"ee-toggle\")) {\n",
              "    c.onclick = toggleHeader;\n",
              "}</script></div>"
            ],
            "text/plain": [
              "<ee.featurecollection.FeatureCollection at 0x7e5ad3c841f0>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "vegetation = Map.user_rois\n",
        "vegetation"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "rJdlc97uuqYx",
        "outputId": "ef41e9be-4ad0-4ce0-a674-f76a1f4f2c55"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/html": [
              "<div><style>:root {\n",
              "  --font-color-primary: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
              "  --font-color-secondary: var(--jp-content-font-color2, rgba(0, 0, 0, 0.6));\n",
              "  --font-color-accent: rgba(123, 31, 162, 1);\n",
              "  --border-color: var(--jp-border-color2, #e0e0e0);\n",
              "  --background-color: var(--jp-layout-color0, white);\n",
              "  --background-color-row-even: var(--jp-layout-color1, white);\n",
              "  --background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
              "}\n",
              "\n",
              "html[theme=\"dark\"],\n",
              "body[data-theme=\"dark\"],\n",
              "body.vscode-dark {\n",
              "  --font-color-primary: rgba(255, 255, 255, 1);\n",
              "  --font-color-secondary: rgba(255, 255, 255, 0.6);\n",
              "  --font-color-accent: rgb(173, 132, 190);\n",
              "  --border-color: #2e2e2e;\n",
              "  --background-color: #111111;\n",
              "  --background-color-row-even: #111111;\n",
              "  --background-color-row-odd: #313131;\n",
              "}\n",
              "\n",
              ".ee {\n",
              "  padding: 1em;\n",
              "  line-height: 1.5em;\n",
              "  min-width: 300px;\n",
              "  max-width: 1200px;\n",
              "  overflow-y: scroll;\n",
              "  max-height: 600px;\n",
              "  border: 1px solid var(--border-color);\n",
              "  font-family: monospace;\n",
              "}\n",
              "\n",
              ".ee li {\n",
              "  list-style-type: none;\n",
              "}\n",
              "\n",
              ".ee ul {\n",
              "  padding-left: 1.5em !important;\n",
              "  margin: 0;\n",
              "}\n",
              "\n",
              ".ee > ul {\n",
              "  padding-left: 0 !important;\n",
              "}\n",
              "\n",
              ".ee-open,\n",
              ".ee-shut {\n",
              "  color: var(--font-color-secondary);\n",
              "  cursor: pointer;\n",
              "  margin: 0;\n",
              "}\n",
              "\n",
              ".ee-open:hover,\n",
              ".ee-shut:hover {\n",
              "  color: var(--font-color-primary);\n",
              "}\n",
              "\n",
              ".ee-k {\n",
              "  color: var(--font-color-accent);\n",
              "  margin-right: 6px;\n",
              "}\n",
              "\n",
              ".ee-v {\n",
              "  color: var(--font-color-primary);\n",
              "}\n",
              "\n",
              ".ee-toggle {\n",
              "  display: none;\n",
              "}\n",
              "\n",
              ".ee-shut + ul {\n",
              "  display: none;\n",
              "}\n",
              "\n",
              ".ee-open + ul {\n",
              "  display: block;\n",
              "}\n",
              "\n",
              ".ee-shut::before {\n",
              "  display: inline-block;\n",
              "  content: \"▼\";\n",
              "  margin-right: 6px;\n",
              "  transform: rotate(-90deg);\n",
              "  transition: transform 0.2s;\n",
              "}\n",
              "\n",
              ".ee-open::before {\n",
              "  transform: rotate(0deg);\n",
              "  display: inline-block;\n",
              "  content: \"▼\";\n",
              "  margin-right: 6px;\n",
              "  transition: transform 0.2s;\n",
              "}\n",
              "</style><div class='ee'><ul><li><label class='ee-shut'>FeatureCollection (13 elements, 4 columns)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>FeatureCollection</span></li><li><label class='ee-shut'>columns: Object (4 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>String</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>String</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>Integer</span></li><li><span class='ee-k'>system:index:</span><span class='ee-v'>String</span></li></ul></li><li><label class='ee-shut'>features: List (13 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>0</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.361725, 6.504309]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361725</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.504309</span></li></ul></li><li><label class='ee-shut'>1: [3.362154, 6.504309]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.362154</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.504309</span></li></ul></li><li><label class='ee-shut'>2: [3.362154, 6.504992]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.362154</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.504992</span></li></ul></li><li><label class='ee-shut'>3: [3.361725, 6.504992]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361725</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.504992</span></li></ul></li><li><label class='ee-shut'>4: [3.361725, 6.504309]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361725</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.504309</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>1: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>1</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.365844, 6.503286]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.365844</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.503286</span></li></ul></li><li><label class='ee-shut'>1: [3.366101, 6.503286]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.366101</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.503286</span></li></ul></li><li><label class='ee-shut'>2: [3.366101, 6.503968]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.366101</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.503968</span></li></ul></li><li><label class='ee-shut'>3: [3.365844, 6.503968]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.365844</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.503968</span></li></ul></li><li><label class='ee-shut'>4: [3.365844, 6.503286]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.365844</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.503286</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>2: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>2</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.358378, 6.522473]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358378</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.522473</span></li></ul></li><li><label class='ee-shut'>1: [3.358721, 6.522473]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358721</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.522473</span></li></ul></li><li><label class='ee-shut'>2: [3.358721, 6.523241]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358721</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.523241</span></li></ul></li><li><label class='ee-shut'>3: [3.358378, 6.523241]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358378</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.523241</span></li></ul></li><li><label class='ee-shut'>4: [3.358378, 6.522473]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358378</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.522473</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>3: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>3</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.355289, 6.532024]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.355289</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532024</span></li></ul></li><li><label class='ee-shut'>1: [3.355975, 6.532024]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.355975</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532024</span></li></ul></li><li><label class='ee-shut'>2: [3.355975, 6.532536]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.355975</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532536</span></li></ul></li><li><label class='ee-shut'>3: [3.355289, 6.532536]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.355289</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532536</span></li></ul></li><li><label class='ee-shut'>4: [3.355289, 6.532024]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.355289</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532024</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>4: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>4</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.380003, 6.541404]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380003</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.541404</span></li></ul></li><li><label class='ee-shut'>1: [3.38026, 6.541404]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.38026</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.541404</span></li></ul></li><li><label class='ee-shut'>2: [3.38026, 6.542172]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.38026</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.542172</span></li></ul></li><li><label class='ee-shut'>3: [3.380003, 6.542172]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380003</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.542172</span></li></ul></li><li><label class='ee-shut'>4: [3.380003, 6.541404]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380003</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.541404</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>5: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>5</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.390215, 6.543365]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.390215</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.543365</span></li></ul></li><li><label class='ee-shut'>1: [3.390386, 6.543365]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.390386</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.543365</span></li></ul></li><li><label class='ee-shut'>2: [3.390386, 6.543962]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.390386</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.543962</span></li></ul></li><li><label class='ee-shut'>3: [3.390215, 6.543962]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.390215</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.543962</span></li></ul></li><li><label class='ee-shut'>4: [3.390215, 6.543365]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.390215</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.543365</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>6: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>6</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.387726, 6.510108]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.387726</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510108</span></li></ul></li><li><label class='ee-shut'>1: [3.388327, 6.510108]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.388327</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510108</span></li></ul></li><li><label class='ee-shut'>2: [3.388327, 6.510449]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.388327</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510449</span></li></ul></li><li><label class='ee-shut'>3: [3.387726, 6.510449]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.387726</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510449</span></li></ul></li><li><label class='ee-shut'>4: [3.387726, 6.510108]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.387726</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510108</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>7: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>7</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.354002, 6.532365]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354002</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532365</span></li></ul></li><li><label class='ee-shut'>1: [3.354602, 6.532365]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354602</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532365</span></li></ul></li><li><label class='ee-shut'>2: [3.354602, 6.532877]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354602</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532877</span></li></ul></li><li><label class='ee-shut'>3: [3.354002, 6.532877]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354002</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532877</span></li></ul></li><li><label class='ee-shut'>4: [3.354002, 6.532365]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354002</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532365</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>8: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>8</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.34911, 6.539613]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.34911</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.539613</span></li></ul></li><li><label class='ee-shut'>1: [3.349625, 6.539613]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.349625</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.539613</span></li></ul></li><li><label class='ee-shut'>2: [3.349625, 6.54021]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.349625</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.54021</span></li></ul></li><li><label class='ee-shut'>3: [3.34911, 6.54021]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.34911</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.54021</span></li></ul></li><li><label class='ee-shut'>4: [3.34911, 6.539613]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.34911</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.539613</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>9: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>9</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.350312, 6.541404]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.350312</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.541404</span></li></ul></li><li><label class='ee-shut'>1: [3.350998, 6.541404]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.350998</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.541404</span></li></ul></li><li><label class='ee-shut'>2: [3.350998, 6.542427]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.350998</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.542427</span></li></ul></li><li><label class='ee-shut'>3: [3.350312, 6.542427]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.350312</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.542427</span></li></ul></li><li><label class='ee-shut'>4: [3.350312, 6.541404]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.350312</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.541404</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>10: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>10</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.345764, 6.53859]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.345764</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.53859</span></li></ul></li><li><label class='ee-shut'>1: [3.346364, 6.53859]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346364</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.53859</span></li></ul></li><li><label class='ee-shut'>2: [3.346364, 6.539443]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346364</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.539443</span></li></ul></li><li><label class='ee-shut'>3: [3.345764, 6.539443]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.345764</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.539443</span></li></ul></li><li><label class='ee-shut'>4: [3.345764, 6.53859]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.345764</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.53859</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>11: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>11</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.346193, 6.524946]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346193</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.524946</span></li></ul></li><li><label class='ee-shut'>1: [3.346707, 6.524946]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346707</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.524946</span></li></ul></li><li><label class='ee-shut'>2: [3.346707, 6.525373]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346707</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.525373</span></li></ul></li><li><label class='ee-shut'>3: [3.346193, 6.525373]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346193</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.525373</span></li></ul></li><li><label class='ee-shut'>4: [3.346193, 6.524946]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346193</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.524946</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>12: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>12</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.354173, 6.523753]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354173</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.523753</span></li></ul></li><li><label class='ee-shut'>1: [3.354345, 6.523753]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354345</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.523753</span></li></ul></li><li><label class='ee-shut'>2: [3.354345, 6.524349]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354345</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.524349</span></li></ul></li><li><label class='ee-shut'>3: [3.354173, 6.524349]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354173</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.524349</span></li></ul></li><li><label class='ee-shut'>4: [3.354173, 6.523753]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354173</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.523753</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li></ul></li></ul></li></ul></div><script>function toggleHeader() {\n",
              "    const parent = this.parentElement;\n",
              "    parent.className = parent.className === \"ee-open\" ? \"ee-shut\" : \"ee-open\";\n",
              "}\n",
              "\n",
              "for (let c of document.getElementsByClassName(\"ee-toggle\")) {\n",
              "    c.onclick = toggleHeader;\n",
              "}</script></div>"
            ],
            "text/plain": [
              "<ee.featurecollection.FeatureCollection at 0x7e5ad445ee60>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "urban = Map.user_rois\n",
        "urban"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 173
        },
        "id": "_PBmy7cOuqYy",
        "outputId": "3d0084f5-db7b-4a29-afc8-40042d1970b1"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/html": [
              "<div><style>:root {\n",
              "  --font-color-primary: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
              "  --font-color-secondary: var(--jp-content-font-color2, rgba(0, 0, 0, 0.6));\n",
              "  --font-color-accent: rgba(123, 31, 162, 1);\n",
              "  --border-color: var(--jp-border-color2, #e0e0e0);\n",
              "  --background-color: var(--jp-layout-color0, white);\n",
              "  --background-color-row-even: var(--jp-layout-color1, white);\n",
              "  --background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
              "}\n",
              "\n",
              "html[theme=\"dark\"],\n",
              "body[data-theme=\"dark\"],\n",
              "body.vscode-dark {\n",
              "  --font-color-primary: rgba(255, 255, 255, 1);\n",
              "  --font-color-secondary: rgba(255, 255, 255, 0.6);\n",
              "  --font-color-accent: rgb(173, 132, 190);\n",
              "  --border-color: #2e2e2e;\n",
              "  --background-color: #111111;\n",
              "  --background-color-row-even: #111111;\n",
              "  --background-color-row-odd: #313131;\n",
              "}\n",
              "\n",
              ".ee {\n",
              "  padding: 1em;\n",
              "  line-height: 1.5em;\n",
              "  min-width: 300px;\n",
              "  max-width: 1200px;\n",
              "  overflow-y: scroll;\n",
              "  max-height: 600px;\n",
              "  border: 1px solid var(--border-color);\n",
              "  font-family: monospace;\n",
              "}\n",
              "\n",
              ".ee li {\n",
              "  list-style-type: none;\n",
              "}\n",
              "\n",
              ".ee ul {\n",
              "  padding-left: 1.5em !important;\n",
              "  margin: 0;\n",
              "}\n",
              "\n",
              ".ee > ul {\n",
              "  padding-left: 0 !important;\n",
              "}\n",
              "\n",
              ".ee-open,\n",
              ".ee-shut {\n",
              "  color: var(--font-color-secondary);\n",
              "  cursor: pointer;\n",
              "  margin: 0;\n",
              "}\n",
              "\n",
              ".ee-open:hover,\n",
              ".ee-shut:hover {\n",
              "  color: var(--font-color-primary);\n",
              "}\n",
              "\n",
              ".ee-k {\n",
              "  color: var(--font-color-accent);\n",
              "  margin-right: 6px;\n",
              "}\n",
              "\n",
              ".ee-v {\n",
              "  color: var(--font-color-primary);\n",
              "}\n",
              "\n",
              ".ee-toggle {\n",
              "  display: none;\n",
              "}\n",
              "\n",
              ".ee-shut + ul {\n",
              "  display: none;\n",
              "}\n",
              "\n",
              ".ee-open + ul {\n",
              "  display: block;\n",
              "}\n",
              "\n",
              ".ee-shut::before {\n",
              "  display: inline-block;\n",
              "  content: \"▼\";\n",
              "  margin-right: 6px;\n",
              "  transform: rotate(-90deg);\n",
              "  transition: transform 0.2s;\n",
              "}\n",
              "\n",
              ".ee-open::before {\n",
              "  transform: rotate(0deg);\n",
              "  display: inline-block;\n",
              "  content: \"▼\";\n",
              "  margin-right: 6px;\n",
              "  transition: transform 0.2s;\n",
              "}\n",
              "</style><div class='ee'><ul><li><label class='ee-shut'>FeatureCollection (2 elements, 4 columns)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>FeatureCollection</span></li><li><label class='ee-shut'>columns: Object (4 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>String</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>String</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>Integer</span></li><li><span class='ee-k'>system:index:</span><span class='ee-v'>String</span></li></ul></li><li><label class='ee-shut'>features: List (2 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>0</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.411255, 6.501581]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.411255</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.501581</span></li></ul></li><li><label class='ee-shut'>1: [3.423958, 6.501581]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.423958</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.501581</span></li></ul></li><li><label class='ee-shut'>2: [3.423958, 6.511474]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.423958</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.511474</span></li></ul></li><li><label class='ee-shut'>3: [3.411255, 6.511474]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.411255</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.511474</span></li></ul></li><li><label class='ee-shut'>4: [3.411255, 6.501581]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.411255</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.501581</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#3388ff</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>water</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>1</span></li></ul></li></ul></li><li><label class='ee-shut'>1: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>1</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.417091, 6.532963]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.417091</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532963</span></li></ul></li><li><label class='ee-shut'>1: [3.427734, 6.532963]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.427734</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532963</span></li></ul></li><li><label class='ee-shut'>2: [3.427734, 6.542172]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.427734</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.542172</span></li></ul></li><li><label class='ee-shut'>3: [3.417091, 6.542172]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.417091</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.542172</span></li></ul></li><li><label class='ee-shut'>4: [3.417091, 6.532963]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.417091</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532963</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#3388ff</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>water</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>1</span></li></ul></li></ul></li></ul></li></ul></li></ul></div><script>function toggleHeader() {\n",
              "    const parent = this.parentElement;\n",
              "    parent.className = parent.className === \"ee-open\" ? \"ee-shut\" : \"ee-open\";\n",
              "}\n",
              "\n",
              "for (let c of document.getElementsByClassName(\"ee-toggle\")) {\n",
              "    c.onclick = toggleHeader;\n",
              "}</script></div>"
            ],
            "text/plain": [
              "<ee.featurecollection.FeatureCollection at 0x7d6d480d5720>"
            ]
          },
          "execution_count": 15,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "water = Map.user_rois\n",
        "water"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "74cK6IKhuqYy",
        "outputId": "429cd0bc-e8ec-48d4-972a-f439ae4d5b0e"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/html": [
              "<div><style>:root {\n",
              "  --font-color-primary: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
              "  --font-color-secondary: var(--jp-content-font-color2, rgba(0, 0, 0, 0.6));\n",
              "  --font-color-accent: rgba(123, 31, 162, 1);\n",
              "  --border-color: var(--jp-border-color2, #e0e0e0);\n",
              "  --background-color: var(--jp-layout-color0, white);\n",
              "  --background-color-row-even: var(--jp-layout-color1, white);\n",
              "  --background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
              "}\n",
              "\n",
              "html[theme=\"dark\"],\n",
              "body[data-theme=\"dark\"],\n",
              "body.vscode-dark {\n",
              "  --font-color-primary: rgba(255, 255, 255, 1);\n",
              "  --font-color-secondary: rgba(255, 255, 255, 0.6);\n",
              "  --font-color-accent: rgb(173, 132, 190);\n",
              "  --border-color: #2e2e2e;\n",
              "  --background-color: #111111;\n",
              "  --background-color-row-even: #111111;\n",
              "  --background-color-row-odd: #313131;\n",
              "}\n",
              "\n",
              ".ee {\n",
              "  padding: 1em;\n",
              "  line-height: 1.5em;\n",
              "  min-width: 300px;\n",
              "  max-width: 1200px;\n",
              "  overflow-y: scroll;\n",
              "  max-height: 600px;\n",
              "  border: 1px solid var(--border-color);\n",
              "  font-family: monospace;\n",
              "}\n",
              "\n",
              ".ee li {\n",
              "  list-style-type: none;\n",
              "}\n",
              "\n",
              ".ee ul {\n",
              "  padding-left: 1.5em !important;\n",
              "  margin: 0;\n",
              "}\n",
              "\n",
              ".ee > ul {\n",
              "  padding-left: 0 !important;\n",
              "}\n",
              "\n",
              ".ee-open,\n",
              ".ee-shut {\n",
              "  color: var(--font-color-secondary);\n",
              "  cursor: pointer;\n",
              "  margin: 0;\n",
              "}\n",
              "\n",
              ".ee-open:hover,\n",
              ".ee-shut:hover {\n",
              "  color: var(--font-color-primary);\n",
              "}\n",
              "\n",
              ".ee-k {\n",
              "  color: var(--font-color-accent);\n",
              "  margin-right: 6px;\n",
              "}\n",
              "\n",
              ".ee-v {\n",
              "  color: var(--font-color-primary);\n",
              "}\n",
              "\n",
              ".ee-toggle {\n",
              "  display: none;\n",
              "}\n",
              "\n",
              ".ee-shut + ul {\n",
              "  display: none;\n",
              "}\n",
              "\n",
              ".ee-open + ul {\n",
              "  display: block;\n",
              "}\n",
              "\n",
              ".ee-shut::before {\n",
              "  display: inline-block;\n",
              "  content: \"▼\";\n",
              "  margin-right: 6px;\n",
              "  transform: rotate(-90deg);\n",
              "  transition: transform 0.2s;\n",
              "}\n",
              "\n",
              ".ee-open::before {\n",
              "  transform: rotate(0deg);\n",
              "  display: inline-block;\n",
              "  content: \"▼\";\n",
              "  margin-right: 6px;\n",
              "  transition: transform 0.2s;\n",
              "}\n",
              "</style><div class='ee'><ul><li><label class='ee-shut'>FeatureCollection (9 elements, 4 columns)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>FeatureCollection</span></li><li><label class='ee-shut'>columns: Object (4 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>String</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>String</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>Integer</span></li><li><span class='ee-k'>system:index:</span><span class='ee-v'>String</span></li></ul></li><li><label class='ee-shut'>features: List (9 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>0</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.363399, 6.489258]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363399</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.489258</span></li></ul></li><li><label class='ee-shut'>1: [3.363657, 6.489258]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363657</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.489258</span></li></ul></li><li><label class='ee-shut'>2: [3.363657, 6.489557]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363657</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.489557</span></li></ul></li><li><label class='ee-shut'>3: [3.363399, 6.489557]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363399</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.489557</span></li></ul></li><li><label class='ee-shut'>4: [3.363399, 6.489258]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363399</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.489258</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>1: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>1</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.357864, 6.495526]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.357864</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495526</span></li></ul></li><li><label class='ee-shut'>1: [3.358079, 6.495526]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358079</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495526</span></li></ul></li><li><label class='ee-shut'>2: [3.358079, 6.495867]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358079</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495867</span></li></ul></li><li><label class='ee-shut'>3: [3.357864, 6.495867]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.357864</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495867</span></li></ul></li><li><label class='ee-shut'>4: [3.357864, 6.495526]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.357864</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495526</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>2: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>2</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.345808, 6.476892]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.345808</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476892</span></li></ul></li><li><label class='ee-shut'>1: [3.346065, 6.476892]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346065</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476892</span></li></ul></li><li><label class='ee-shut'>2: [3.346065, 6.47702]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346065</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.47702</span></li></ul></li><li><label class='ee-shut'>3: [3.345808, 6.47702]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.345808</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.47702</span></li></ul></li><li><label class='ee-shut'>4: [3.345808, 6.476892]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.345808</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476892</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>3: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>3</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.362756, 6.476636]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.362756</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476636</span></li></ul></li><li><label class='ee-shut'>1: [3.363056, 6.476636]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363056</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476636</span></li></ul></li><li><label class='ee-shut'>2: [3.363056, 6.476935]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363056</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476935</span></li></ul></li><li><label class='ee-shut'>3: [3.362756, 6.476935]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.362756</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476935</span></li></ul></li><li><label class='ee-shut'>4: [3.362756, 6.476636]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.362756</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476636</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>4: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>4</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.376014, 6.477489]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.376014</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.477489</span></li></ul></li><li><label class='ee-shut'>1: [3.376228, 6.477489]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.376228</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.477489</span></li></ul></li><li><label class='ee-shut'>2: [3.376228, 6.477873]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.376228</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.477873</span></li></ul></li><li><label class='ee-shut'>3: [3.376014, 6.477873]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.376014</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.477873</span></li></ul></li><li><label class='ee-shut'>4: [3.376014, 6.477489]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.376014</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.477489</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>5: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>5</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.377258, 6.487766]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.377258</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.487766</span></li></ul></li><li><label class='ee-shut'>1: [3.377558, 6.487766]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.377558</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.487766</span></li></ul></li><li><label class='ee-shut'>2: [3.377558, 6.488021]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.377558</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.488021</span></li></ul></li><li><label class='ee-shut'>3: [3.377258, 6.488021]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.377258</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.488021</span></li></ul></li><li><label class='ee-shut'>4: [3.377258, 6.487766]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.377258</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.487766</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>6: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>6</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.357607, 6.496635]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.357607</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.496635</span></li></ul></li><li><label class='ee-shut'>1: [3.35765, 6.496635]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.35765</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.496635</span></li></ul></li><li><label class='ee-shut'>2: [3.35765, 6.497445]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.35765</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.497445</span></li></ul></li><li><label class='ee-shut'>3: [3.357607, 6.497445]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.357607</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.497445</span></li></ul></li><li><label class='ee-shut'>4: [3.357607, 6.496635]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.357607</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.496635</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>7: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>7</span></li><li><label class='ee-shut'>geometry: Polygon (4 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (4 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.361469, 6.495228]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361469</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495228</span></li></ul></li><li><label class='ee-shut'>1: [3.361469, 6.496933]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361469</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.496933</span></li></ul></li><li><label class='ee-shut'>2: [3.361469, 6.496933]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361469</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.496933</span></li></ul></li><li><label class='ee-shut'>3: [3.361469, 6.495228]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361469</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495228</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>8: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>8</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.367735, 6.510706]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367735</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510706</span></li></ul></li><li><label class='ee-shut'>1: [3.368079, 6.510706]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.368079</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510706</span></li></ul></li><li><label class='ee-shut'>2: [3.368079, 6.510962]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.368079</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510962</span></li></ul></li><li><label class='ee-shut'>3: [3.367735, 6.510962]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367735</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510962</span></li></ul></li><li><label class='ee-shut'>4: [3.367735, 6.510706]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367735</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510706</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li></ul></li></ul></li></ul></div><script>function toggleHeader() {\n",
              "    const parent = this.parentElement;\n",
              "    parent.className = parent.className === \"ee-open\" ? \"ee-shut\" : \"ee-open\";\n",
              "}\n",
              "\n",
              "for (let c of document.getElementsByClassName(\"ee-toggle\")) {\n",
              "    c.onclick = toggleHeader;\n",
              "}</script></div>"
            ],
            "text/plain": [
              "<ee.featurecollection.FeatureCollection at 0x7e5ad68fb100>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "barren = Map.user_rois\n",
        "barren"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "QEliwwDCuqYy",
        "outputId": "25c88fb8-943b-475b-86cc-5556289e72bc"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "combined_samples = water.merge(urban).merge(vegetation).merge(barren)\n",
        "combined_samples_gdf = geemap.ee_to_gdf(combined_samples)\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "lPYcjcwHuqYy",
        "outputId": "a9092a88-3e53-4892-8985-d69e5b3fb16b"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/html": [
              "\n",
              "  <div id=\"df-17760cfc-5b20-4f11-bf86-74adc90f3655\" class=\"colab-df-container\">\n",
              "    <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>geometry</th>\n",
              "      <th>color</th>\n",
              "      <th>label</th>\n",
              "      <th>lc</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>POLYGON ((3.41638 6.52597, 3.41895 6.52597, 3....</td>\n",
              "      <td>#1a36c1</td>\n",
              "      <td>water</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>POLYGON ((3.41844 6.48060, 3.42187 6.48060, 3....</td>\n",
              "      <td>#1a36c1</td>\n",
              "      <td>water</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>POLYGON ((3.42307 6.49493, 3.42616 6.49493, 3....</td>\n",
              "      <td>#1a36c1</td>\n",
              "      <td>water</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>POLYGON ((3.43148 6.52546, 3.43285 6.52546, 3....</td>\n",
              "      <td>#1a36c1</td>\n",
              "      <td>water</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>POLYGON ((3.42994 6.54268, 3.43131 6.54268, 3....</td>\n",
              "      <td>#1a36c1</td>\n",
              "      <td>water</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>POLYGON ((3.43114 6.55445, 3.43303 6.55445, 3....</td>\n",
              "      <td>#1a36c1</td>\n",
              "      <td>water</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>POLYGON ((3.39304 6.47617, 3.39853 6.47617, 3....</td>\n",
              "      <td>#1a36c1</td>\n",
              "      <td>water</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>POLYGON ((3.38737 6.47327, 3.38875 6.47327, 3....</td>\n",
              "      <td>#1a36c1</td>\n",
              "      <td>water</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>POLYGON ((3.41243 6.51232, 3.41552 6.51232, 3....</td>\n",
              "      <td>#1a36c1</td>\n",
              "      <td>water</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>POLYGON ((3.40969 6.49987, 3.41329 6.49987, 3....</td>\n",
              "      <td>#1a36c1</td>\n",
              "      <td>water</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>POLYGON ((3.40591 6.55735, 3.40642 6.55735, 3....</td>\n",
              "      <td>#1a36c1</td>\n",
              "      <td>water</td>\n",
              "      <td>1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>POLYGON ((3.36172 6.50431, 3.36215 6.50431, 3....</td>\n",
              "      <td>#c11a1a</td>\n",
              "      <td>urban</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>POLYGON ((3.36584 6.50329, 3.36610 6.50329, 3....</td>\n",
              "      <td>#c11a1a</td>\n",
              "      <td>urban</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>POLYGON ((3.35838 6.52247, 3.35872 6.52247, 3....</td>\n",
              "      <td>#c11a1a</td>\n",
              "      <td>urban</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>POLYGON ((3.35529 6.53202, 3.35597 6.53202, 3....</td>\n",
              "      <td>#c11a1a</td>\n",
              "      <td>urban</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>POLYGON ((3.38000 6.54140, 3.38026 6.54140, 3....</td>\n",
              "      <td>#c11a1a</td>\n",
              "      <td>urban</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>POLYGON ((3.39021 6.54336, 3.39039 6.54336, 3....</td>\n",
              "      <td>#c11a1a</td>\n",
              "      <td>urban</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>POLYGON ((3.38773 6.51011, 3.38833 6.51011, 3....</td>\n",
              "      <td>#c11a1a</td>\n",
              "      <td>urban</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>POLYGON ((3.35400 6.53237, 3.35460 6.53237, 3....</td>\n",
              "      <td>#c11a1a</td>\n",
              "      <td>urban</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>POLYGON ((3.34911 6.53961, 3.34963 6.53961, 3....</td>\n",
              "      <td>#c11a1a</td>\n",
              "      <td>urban</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>POLYGON ((3.35031 6.54140, 3.35100 6.54140, 3....</td>\n",
              "      <td>#c11a1a</td>\n",
              "      <td>urban</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>POLYGON ((3.34576 6.53859, 3.34636 6.53859, 3....</td>\n",
              "      <td>#c11a1a</td>\n",
              "      <td>urban</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>POLYGON ((3.34619 6.52495, 3.34671 6.52495, 3....</td>\n",
              "      <td>#c11a1a</td>\n",
              "      <td>urban</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>POLYGON ((3.35417 6.52375, 3.35434 6.52375, 3....</td>\n",
              "      <td>#c11a1a</td>\n",
              "      <td>urban</td>\n",
              "      <td>2</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>POLYGON ((3.40000 6.51642, 3.40068 6.51642, 3....</td>\n",
              "      <td>#239721</td>\n",
              "      <td>vegetation</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>POLYGON ((3.39382 6.51207, 3.39433 6.51207, 3....</td>\n",
              "      <td>#239721</td>\n",
              "      <td>vegetation</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>POLYGON ((3.37923 6.51267, 3.38035 6.51267, 3....</td>\n",
              "      <td>#239721</td>\n",
              "      <td>vegetation</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>POLYGON ((3.39245 6.51633, 3.39262 6.51633, 3....</td>\n",
              "      <td>#239721</td>\n",
              "      <td>vegetation</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>POLYGON ((3.40274 6.51480, 3.40326 6.51480, 3....</td>\n",
              "      <td>#239721</td>\n",
              "      <td>vegetation</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>POLYGON ((3.39519 6.50218, 3.39545 6.50218, 3....</td>\n",
              "      <td>#239721</td>\n",
              "      <td>vegetation</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>POLYGON ((3.36739 6.49996, 3.36773 6.49996, 3....</td>\n",
              "      <td>#239721</td>\n",
              "      <td>vegetation</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>31</th>\n",
              "      <td>POLYGON ((3.36910 6.53262, 3.37013 6.53262, 3....</td>\n",
              "      <td>#239721</td>\n",
              "      <td>vegetation</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>32</th>\n",
              "      <td>POLYGON ((3.38095 6.54499, 3.38155 6.54499, 3....</td>\n",
              "      <td>#239721</td>\n",
              "      <td>vegetation</td>\n",
              "      <td>3</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>33</th>\n",
              "      <td>POLYGON ((3.36340 6.48926, 3.36366 6.48926, 3....</td>\n",
              "      <td>#dac53e</td>\n",
              "      <td>barren</td>\n",
              "      <td>4</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>34</th>\n",
              "      <td>POLYGON ((3.35786 6.49553, 3.35808 6.49553, 3....</td>\n",
              "      <td>#dac53e</td>\n",
              "      <td>barren</td>\n",
              "      <td>4</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>35</th>\n",
              "      <td>POLYGON ((3.34581 6.47689, 3.34606 6.47689, 3....</td>\n",
              "      <td>#dac53e</td>\n",
              "      <td>barren</td>\n",
              "      <td>4</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>36</th>\n",
              "      <td>POLYGON ((3.36276 6.47664, 3.36306 6.47664, 3....</td>\n",
              "      <td>#dac53e</td>\n",
              "      <td>barren</td>\n",
              "      <td>4</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>37</th>\n",
              "      <td>POLYGON ((3.37601 6.47749, 3.37623 6.47749, 3....</td>\n",
              "      <td>#dac53e</td>\n",
              "      <td>barren</td>\n",
              "      <td>4</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>POLYGON ((3.37726 6.48777, 3.37756 6.48777, 3....</td>\n",
              "      <td>#dac53e</td>\n",
              "      <td>barren</td>\n",
              "      <td>4</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>39</th>\n",
              "      <td>POLYGON ((3.35761 6.49664, 3.35765 6.49664, 3....</td>\n",
              "      <td>#dac53e</td>\n",
              "      <td>barren</td>\n",
              "      <td>4</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>POLYGON ((3.36147 6.49523, 3.36147 6.49693, 3....</td>\n",
              "      <td>#dac53e</td>\n",
              "      <td>barren</td>\n",
              "      <td>4</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41</th>\n",
              "      <td>POLYGON ((3.36774 6.51071, 3.36808 6.51071, 3....</td>\n",
              "      <td>#dac53e</td>\n",
              "      <td>barren</td>\n",
              "      <td>4</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-17760cfc-5b20-4f11-bf86-74adc90f3655')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-17760cfc-5b20-4f11-bf86-74adc90f3655 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-17760cfc-5b20-4f11-bf86-74adc90f3655');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-529355eb-eaed-4bda-88c5-1d03f6bc6cf3\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-529355eb-eaed-4bda-88c5-1d03f6bc6cf3')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-529355eb-eaed-4bda-88c5-1d03f6bc6cf3 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "text/plain": [
              "                                             geometry    color       label  lc\n",
              "0   POLYGON ((3.41638 6.52597, 3.41895 6.52597, 3....  #1a36c1       water   1\n",
              "1   POLYGON ((3.41844 6.48060, 3.42187 6.48060, 3....  #1a36c1       water   1\n",
              "2   POLYGON ((3.42307 6.49493, 3.42616 6.49493, 3....  #1a36c1       water   1\n",
              "3   POLYGON ((3.43148 6.52546, 3.43285 6.52546, 3....  #1a36c1       water   1\n",
              "4   POLYGON ((3.42994 6.54268, 3.43131 6.54268, 3....  #1a36c1       water   1\n",
              "5   POLYGON ((3.43114 6.55445, 3.43303 6.55445, 3....  #1a36c1       water   1\n",
              "6   POLYGON ((3.39304 6.47617, 3.39853 6.47617, 3....  #1a36c1       water   1\n",
              "7   POLYGON ((3.38737 6.47327, 3.38875 6.47327, 3....  #1a36c1       water   1\n",
              "8   POLYGON ((3.41243 6.51232, 3.41552 6.51232, 3....  #1a36c1       water   1\n",
              "9   POLYGON ((3.40969 6.49987, 3.41329 6.49987, 3....  #1a36c1       water   1\n",
              "10  POLYGON ((3.40591 6.55735, 3.40642 6.55735, 3....  #1a36c1       water   1\n",
              "11  POLYGON ((3.36172 6.50431, 3.36215 6.50431, 3....  #c11a1a       urban   2\n",
              "12  POLYGON ((3.36584 6.50329, 3.36610 6.50329, 3....  #c11a1a       urban   2\n",
              "13  POLYGON ((3.35838 6.52247, 3.35872 6.52247, 3....  #c11a1a       urban   2\n",
              "14  POLYGON ((3.35529 6.53202, 3.35597 6.53202, 3....  #c11a1a       urban   2\n",
              "15  POLYGON ((3.38000 6.54140, 3.38026 6.54140, 3....  #c11a1a       urban   2\n",
              "16  POLYGON ((3.39021 6.54336, 3.39039 6.54336, 3....  #c11a1a       urban   2\n",
              "17  POLYGON ((3.38773 6.51011, 3.38833 6.51011, 3....  #c11a1a       urban   2\n",
              "18  POLYGON ((3.35400 6.53237, 3.35460 6.53237, 3....  #c11a1a       urban   2\n",
              "19  POLYGON ((3.34911 6.53961, 3.34963 6.53961, 3....  #c11a1a       urban   2\n",
              "20  POLYGON ((3.35031 6.54140, 3.35100 6.54140, 3....  #c11a1a       urban   2\n",
              "21  POLYGON ((3.34576 6.53859, 3.34636 6.53859, 3....  #c11a1a       urban   2\n",
              "22  POLYGON ((3.34619 6.52495, 3.34671 6.52495, 3....  #c11a1a       urban   2\n",
              "23  POLYGON ((3.35417 6.52375, 3.35434 6.52375, 3....  #c11a1a       urban   2\n",
              "24  POLYGON ((3.40000 6.51642, 3.40068 6.51642, 3....  #239721  vegetation   3\n",
              "25  POLYGON ((3.39382 6.51207, 3.39433 6.51207, 3....  #239721  vegetation   3\n",
              "26  POLYGON ((3.37923 6.51267, 3.38035 6.51267, 3....  #239721  vegetation   3\n",
              "27  POLYGON ((3.39245 6.51633, 3.39262 6.51633, 3....  #239721  vegetation   3\n",
              "28  POLYGON ((3.40274 6.51480, 3.40326 6.51480, 3....  #239721  vegetation   3\n",
              "29  POLYGON ((3.39519 6.50218, 3.39545 6.50218, 3....  #239721  vegetation   3\n",
              "30  POLYGON ((3.36739 6.49996, 3.36773 6.49996, 3....  #239721  vegetation   3\n",
              "31  POLYGON ((3.36910 6.53262, 3.37013 6.53262, 3....  #239721  vegetation   3\n",
              "32  POLYGON ((3.38095 6.54499, 3.38155 6.54499, 3....  #239721  vegetation   3\n",
              "33  POLYGON ((3.36340 6.48926, 3.36366 6.48926, 3....  #dac53e      barren   4\n",
              "34  POLYGON ((3.35786 6.49553, 3.35808 6.49553, 3....  #dac53e      barren   4\n",
              "35  POLYGON ((3.34581 6.47689, 3.34606 6.47689, 3....  #dac53e      barren   4\n",
              "36  POLYGON ((3.36276 6.47664, 3.36306 6.47664, 3....  #dac53e      barren   4\n",
              "37  POLYGON ((3.37601 6.47749, 3.37623 6.47749, 3....  #dac53e      barren   4\n",
              "38  POLYGON ((3.37726 6.48777, 3.37756 6.48777, 3....  #dac53e      barren   4\n",
              "39  POLYGON ((3.35761 6.49664, 3.35765 6.49664, 3....  #dac53e      barren   4\n",
              "40  POLYGON ((3.36147 6.49523, 3.36147 6.49693, 3....  #dac53e      barren   4\n",
              "41  POLYGON ((3.36774 6.51071, 3.36808 6.51071, 3....  #dac53e      barren   4"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "combined_samples_gdf\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "pjskMwxruqYy",
        "outputId": "29b56397-2360-421b-f921-40ac9f72c0e8"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "combined_samples_gdf.to_file('combined_samples.shp')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 202
        },
        "id": "BsL9q6qluqYy",
        "outputId": "9e583733-d1ae-460b-f51f-e359b9a18986"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "Downloading...\n",
            "From: https://raw.githubusercontent.com/waleedgeo/gee_py_ml/main/samples/combined_samples.geojson\n",
            "To: /content/drive/MyDrive/Colab Notebooks/gee_py_ml/samples.geojson\n",
            "11.2kB [00:00, 32.8MB/s]                   \n"
          ]
        },
        {
          "data": {
            "text/html": [
              "<div><style>:root {\n",
              "  --font-color-primary: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
              "  --font-color-secondary: var(--jp-content-font-color2, rgba(0, 0, 0, 0.6));\n",
              "  --font-color-accent: rgba(123, 31, 162, 1);\n",
              "  --border-color: var(--jp-border-color2, #e0e0e0);\n",
              "  --background-color: var(--jp-layout-color0, white);\n",
              "  --background-color-row-even: var(--jp-layout-color1, white);\n",
              "  --background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
              "}\n",
              "\n",
              "html[theme=\"dark\"],\n",
              "body[data-theme=\"dark\"],\n",
              "body.vscode-dark {\n",
              "  --font-color-primary: rgba(255, 255, 255, 1);\n",
              "  --font-color-secondary: rgba(255, 255, 255, 0.6);\n",
              "  --font-color-accent: rgb(173, 132, 190);\n",
              "  --border-color: #2e2e2e;\n",
              "  --background-color: #111111;\n",
              "  --background-color-row-even: #111111;\n",
              "  --background-color-row-odd: #313131;\n",
              "}\n",
              "\n",
              ".ee {\n",
              "  padding: 1em;\n",
              "  line-height: 1.5em;\n",
              "  min-width: 300px;\n",
              "  max-width: 1200px;\n",
              "  overflow-y: scroll;\n",
              "  max-height: 600px;\n",
              "  border: 1px solid var(--border-color);\n",
              "  font-family: monospace;\n",
              "}\n",
              "\n",
              ".ee li {\n",
              "  list-style-type: none;\n",
              "}\n",
              "\n",
              ".ee ul {\n",
              "  padding-left: 1.5em !important;\n",
              "  margin: 0;\n",
              "}\n",
              "\n",
              ".ee > ul {\n",
              "  padding-left: 0 !important;\n",
              "}\n",
              "\n",
              ".ee-open,\n",
              ".ee-shut {\n",
              "  color: var(--font-color-secondary);\n",
              "  cursor: pointer;\n",
              "  margin: 0;\n",
              "}\n",
              "\n",
              ".ee-open:hover,\n",
              ".ee-shut:hover {\n",
              "  color: var(--font-color-primary);\n",
              "}\n",
              "\n",
              ".ee-k {\n",
              "  color: var(--font-color-accent);\n",
              "  margin-right: 6px;\n",
              "}\n",
              "\n",
              ".ee-v {\n",
              "  color: var(--font-color-primary);\n",
              "}\n",
              "\n",
              ".ee-toggle {\n",
              "  display: none;\n",
              "}\n",
              "\n",
              ".ee-shut + ul {\n",
              "  display: none;\n",
              "}\n",
              "\n",
              ".ee-open + ul {\n",
              "  display: block;\n",
              "}\n",
              "\n",
              ".ee-shut::before {\n",
              "  display: inline-block;\n",
              "  content: \"▼\";\n",
              "  margin-right: 6px;\n",
              "  transform: rotate(-90deg);\n",
              "  transition: transform 0.2s;\n",
              "}\n",
              "\n",
              ".ee-open::before {\n",
              "  transform: rotate(0deg);\n",
              "  display: inline-block;\n",
              "  content: \"▼\";\n",
              "  margin-right: 6px;\n",
              "  transition: transform 0.2s;\n",
              "}\n",
              "</style><div class='ee'><ul><li><label class='ee-shut'>FeatureCollection (42 elements, 4 columns)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>FeatureCollection</span></li><li><label class='ee-shut'>columns: Object (4 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>String</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>String</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>Integer</span></li><li><span class='ee-k'>system:index:</span><span class='ee-v'>String</span></li></ul></li><li><label class='ee-shut'>features: List (42 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>0</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.416378, 6.525969]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.416378</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.525969</span></li></ul></li><li><label class='ee-shut'>1: [3.418953, 6.525969]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.418953</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.525969</span></li></ul></li><li><label class='ee-shut'>2: [3.418953, 6.527845]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.418953</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.527845</span></li></ul></li><li><label class='ee-shut'>3: [3.416378, 6.527845]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.416378</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.527845</span></li></ul></li><li><label class='ee-shut'>4: [3.416378, 6.525969]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.416378</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.525969</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#1a36c1</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>water</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>1</span></li></ul></li></ul></li><li><label class='ee-shut'>1: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>1</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.418438, 6.480601]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.418438</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.480601</span></li></ul></li><li><label class='ee-shut'>1: [3.42187, 6.480601]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.42187</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.480601</span></li></ul></li><li><label class='ee-shut'>2: [3.42187, 6.482306]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.42187</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.482306</span></li></ul></li><li><label class='ee-shut'>3: [3.418438, 6.482306]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.418438</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.482306</span></li></ul></li><li><label class='ee-shut'>4: [3.418438, 6.480601]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.418438</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.480601</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#1a36c1</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>water</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>1</span></li></ul></li></ul></li><li><label class='ee-shut'>2: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>2</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.423072, 6.494928]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.423072</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.494928</span></li></ul></li><li><label class='ee-shut'>1: [3.426161, 6.494928]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.426161</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.494928</span></li></ul></li><li><label class='ee-shut'>2: [3.426161, 6.497657]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.426161</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.497657</span></li></ul></li><li><label class='ee-shut'>3: [3.423072, 6.497657]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.423072</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.497657</span></li></ul></li><li><label class='ee-shut'>4: [3.423072, 6.494928]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.423072</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.494928</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#1a36c1</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>water</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>1</span></li></ul></li></ul></li><li><label class='ee-shut'>3: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>3</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.431481, 6.525457]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.431481</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.525457</span></li></ul></li><li><label class='ee-shut'>1: [3.432854, 6.525457]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.432854</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.525457</span></li></ul></li><li><label class='ee-shut'>2: [3.432854, 6.529039]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.432854</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.529039</span></li></ul></li><li><label class='ee-shut'>3: [3.431481, 6.529039]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.431481</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.529039</span></li></ul></li><li><label class='ee-shut'>4: [3.431481, 6.525457]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.431481</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.525457</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#1a36c1</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>water</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>1</span></li></ul></li></ul></li><li><label class='ee-shut'>4: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>4</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.429937, 6.542682]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.429937</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.542682</span></li></ul></li><li><label class='ee-shut'>1: [3.43131, 6.542682]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.43131</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.542682</span></li></ul></li><li><label class='ee-shut'>2: [3.43131, 6.54814]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.43131</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.54814</span></li></ul></li><li><label class='ee-shut'>3: [3.429937, 6.54814]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.429937</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.54814</span></li></ul></li><li><label class='ee-shut'>4: [3.429937, 6.542682]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.429937</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.542682</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#1a36c1</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>water</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>1</span></li></ul></li></ul></li><li><label class='ee-shut'>5: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>5</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.431138, 6.55445]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.431138</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.55445</span></li></ul></li><li><label class='ee-shut'>1: [3.433026, 6.55445]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.433026</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.55445</span></li></ul></li><li><label class='ee-shut'>2: [3.433026, 6.558543]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.433026</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.558543</span></li></ul></li><li><label class='ee-shut'>3: [3.431138, 6.558543]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.431138</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.558543</span></li></ul></li><li><label class='ee-shut'>4: [3.431138, 6.55445]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.431138</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.55445</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#1a36c1</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>water</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>1</span></li></ul></li></ul></li><li><label class='ee-shut'>6: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>6</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.393037, 6.476166]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.393037</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476166</span></li></ul></li><li><label class='ee-shut'>1: [3.398529, 6.476166]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.398529</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476166</span></li></ul></li><li><label class='ee-shut'>2: [3.398529, 6.478895]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.398529</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.478895</span></li></ul></li><li><label class='ee-shut'>3: [3.393037, 6.478895]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.393037</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.478895</span></li></ul></li><li><label class='ee-shut'>4: [3.393037, 6.476166]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.393037</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476166</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#1a36c1</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>water</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>1</span></li></ul></li></ul></li><li><label class='ee-shut'>7: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>7</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.387373, 6.473266]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.387373</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.473266</span></li></ul></li><li><label class='ee-shut'>1: [3.388746, 6.473266]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.388746</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.473266</span></li></ul></li><li><label class='ee-shut'>2: [3.388746, 6.47429]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.388746</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.47429</span></li></ul></li><li><label class='ee-shut'>3: [3.387373, 6.47429]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.387373</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.47429</span></li></ul></li><li><label class='ee-shut'>4: [3.387373, 6.473266]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.387373</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.473266</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#1a36c1</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>water</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>1</span></li></ul></li></ul></li><li><label class='ee-shut'>8: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>8</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.412431, 6.512325]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.412431</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.512325</span></li></ul></li><li><label class='ee-shut'>1: [3.41552, 6.512325]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.41552</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.512325</span></li></ul></li><li><label class='ee-shut'>2: [3.41552, 6.517441]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.41552</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.517441</span></li></ul></li><li><label class='ee-shut'>3: [3.412431, 6.517441]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.412431</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.517441</span></li></ul></li><li><label class='ee-shut'>4: [3.412431, 6.512325]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.412431</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.512325</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#1a36c1</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>water</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>1</span></li></ul></li></ul></li><li><label class='ee-shut'>9: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>9</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.409685, 6.499874]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.409685</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.499874</span></li></ul></li><li><label class='ee-shut'>1: [3.413289, 6.499874]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.413289</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.499874</span></li></ul></li><li><label class='ee-shut'>2: [3.413289, 6.502262]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.413289</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.502262</span></li></ul></li><li><label class='ee-shut'>3: [3.409685, 6.502262]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.409685</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.502262</span></li></ul></li><li><label class='ee-shut'>4: [3.409685, 6.499874]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.409685</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.499874</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#1a36c1</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>water</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>1</span></li></ul></li></ul></li><li><label class='ee-shut'>10: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>10</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.405909, 6.557349]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.405909</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.557349</span></li></ul></li><li><label class='ee-shut'>1: [3.406424, 6.557349]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.406424</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.557349</span></li></ul></li><li><label class='ee-shut'>2: [3.406424, 6.559225]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.406424</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.559225</span></li></ul></li><li><label class='ee-shut'>3: [3.405909, 6.559225]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.405909</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.559225</span></li></ul></li><li><label class='ee-shut'>4: [3.405909, 6.557349]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.405909</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.557349</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#1a36c1</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>water</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>1</span></li></ul></li></ul></li><li><label class='ee-shut'>11: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>11</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.361725, 6.504309]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361725</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.504309</span></li></ul></li><li><label class='ee-shut'>1: [3.362154, 6.504309]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.362154</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.504309</span></li></ul></li><li><label class='ee-shut'>2: [3.362154, 6.504992]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.362154</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.504992</span></li></ul></li><li><label class='ee-shut'>3: [3.361725, 6.504992]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361725</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.504992</span></li></ul></li><li><label class='ee-shut'>4: [3.361725, 6.504309]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361725</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.504309</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>12: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>12</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.365844, 6.503286]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.365844</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.503286</span></li></ul></li><li><label class='ee-shut'>1: [3.366101, 6.503286]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.366101</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.503286</span></li></ul></li><li><label class='ee-shut'>2: [3.366101, 6.503968]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.366101</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.503968</span></li></ul></li><li><label class='ee-shut'>3: [3.365844, 6.503968]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.365844</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.503968</span></li></ul></li><li><label class='ee-shut'>4: [3.365844, 6.503286]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.365844</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.503286</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>13: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>13</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.358378, 6.522473]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358378</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.522473</span></li></ul></li><li><label class='ee-shut'>1: [3.358721, 6.522473]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358721</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.522473</span></li></ul></li><li><label class='ee-shut'>2: [3.358721, 6.523241]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358721</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.523241</span></li></ul></li><li><label class='ee-shut'>3: [3.358378, 6.523241]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358378</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.523241</span></li></ul></li><li><label class='ee-shut'>4: [3.358378, 6.522473]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358378</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.522473</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>14: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>14</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.355289, 6.532024]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.355289</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532024</span></li></ul></li><li><label class='ee-shut'>1: [3.355975, 6.532024]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.355975</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532024</span></li></ul></li><li><label class='ee-shut'>2: [3.355975, 6.532536]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.355975</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532536</span></li></ul></li><li><label class='ee-shut'>3: [3.355289, 6.532536]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.355289</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532536</span></li></ul></li><li><label class='ee-shut'>4: [3.355289, 6.532024]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.355289</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532024</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>15: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>15</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.380003, 6.541404]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380003</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.541404</span></li></ul></li><li><label class='ee-shut'>1: [3.38026, 6.541404]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.38026</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.541404</span></li></ul></li><li><label class='ee-shut'>2: [3.38026, 6.542172]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.38026</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.542172</span></li></ul></li><li><label class='ee-shut'>3: [3.380003, 6.542172]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380003</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.542172</span></li></ul></li><li><label class='ee-shut'>4: [3.380003, 6.541404]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380003</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.541404</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>16: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>16</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.390215, 6.543365]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.390215</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.543365</span></li></ul></li><li><label class='ee-shut'>1: [3.390386, 6.543365]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.390386</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.543365</span></li></ul></li><li><label class='ee-shut'>2: [3.390386, 6.543962]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.390386</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.543962</span></li></ul></li><li><label class='ee-shut'>3: [3.390215, 6.543962]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.390215</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.543962</span></li></ul></li><li><label class='ee-shut'>4: [3.390215, 6.543365]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.390215</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.543365</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>17: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>17</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.387726, 6.510108]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.387726</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510108</span></li></ul></li><li><label class='ee-shut'>1: [3.388327, 6.510108]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.388327</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510108</span></li></ul></li><li><label class='ee-shut'>2: [3.388327, 6.510449]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.388327</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510449</span></li></ul></li><li><label class='ee-shut'>3: [3.387726, 6.510449]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.387726</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510449</span></li></ul></li><li><label class='ee-shut'>4: [3.387726, 6.510108]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.387726</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510108</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>18: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>18</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.354002, 6.532365]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354002</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532365</span></li></ul></li><li><label class='ee-shut'>1: [3.354602, 6.532365]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354602</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532365</span></li></ul></li><li><label class='ee-shut'>2: [3.354602, 6.532877]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354602</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532877</span></li></ul></li><li><label class='ee-shut'>3: [3.354002, 6.532877]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354002</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532877</span></li></ul></li><li><label class='ee-shut'>4: [3.354002, 6.532365]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354002</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532365</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>19: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>19</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.34911, 6.539613]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.34911</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.539613</span></li></ul></li><li><label class='ee-shut'>1: [3.349625, 6.539613]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.349625</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.539613</span></li></ul></li><li><label class='ee-shut'>2: [3.349625, 6.54021]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.349625</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.54021</span></li></ul></li><li><label class='ee-shut'>3: [3.34911, 6.54021]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.34911</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.54021</span></li></ul></li><li><label class='ee-shut'>4: [3.34911, 6.539613]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.34911</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.539613</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>20: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>20</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.350312, 6.541404]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.350312</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.541404</span></li></ul></li><li><label class='ee-shut'>1: [3.350998, 6.541404]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.350998</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.541404</span></li></ul></li><li><label class='ee-shut'>2: [3.350998, 6.542427]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.350998</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.542427</span></li></ul></li><li><label class='ee-shut'>3: [3.350312, 6.542427]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.350312</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.542427</span></li></ul></li><li><label class='ee-shut'>4: [3.350312, 6.541404]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.350312</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.541404</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>21: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>21</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.345764, 6.53859]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.345764</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.53859</span></li></ul></li><li><label class='ee-shut'>1: [3.346364, 6.53859]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346364</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.53859</span></li></ul></li><li><label class='ee-shut'>2: [3.346364, 6.539443]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346364</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.539443</span></li></ul></li><li><label class='ee-shut'>3: [3.345764, 6.539443]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.345764</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.539443</span></li></ul></li><li><label class='ee-shut'>4: [3.345764, 6.53859]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.345764</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.53859</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>22: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>22</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.346193, 6.524946]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346193</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.524946</span></li></ul></li><li><label class='ee-shut'>1: [3.346707, 6.524946]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346707</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.524946</span></li></ul></li><li><label class='ee-shut'>2: [3.346707, 6.525373]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346707</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.525373</span></li></ul></li><li><label class='ee-shut'>3: [3.346193, 6.525373]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346193</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.525373</span></li></ul></li><li><label class='ee-shut'>4: [3.346193, 6.524946]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346193</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.524946</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>23: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>23</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.354173, 6.523753]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354173</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.523753</span></li></ul></li><li><label class='ee-shut'>1: [3.354345, 6.523753]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354345</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.523753</span></li></ul></li><li><label class='ee-shut'>2: [3.354345, 6.524349]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354345</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.524349</span></li></ul></li><li><label class='ee-shut'>3: [3.354173, 6.524349]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354173</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.524349</span></li></ul></li><li><label class='ee-shut'>4: [3.354173, 6.523753]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.354173</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.523753</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#c11a1a</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>urban</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>2</span></li></ul></li></ul></li><li><label class='ee-shut'>24: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>24</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.399997, 6.516419]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.399997</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.516419</span></li></ul></li><li><label class='ee-shut'>1: [3.400684, 6.516419]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.400684</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.516419</span></li></ul></li><li><label class='ee-shut'>2: [3.400684, 6.51693]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.400684</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51693</span></li></ul></li><li><label class='ee-shut'>3: [3.399997, 6.51693]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.399997</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51693</span></li></ul></li><li><label class='ee-shut'>4: [3.399997, 6.516419]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.399997</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.516419</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>25: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>25</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.393819, 6.51207]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.393819</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51207</span></li></ul></li><li><label class='ee-shut'>1: [3.394334, 6.51207]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.394334</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51207</span></li></ul></li><li><label class='ee-shut'>2: [3.394334, 6.51369]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.394334</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51369</span></li></ul></li><li><label class='ee-shut'>3: [3.393819, 6.51369]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.393819</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51369</span></li></ul></li><li><label class='ee-shut'>4: [3.393819, 6.51207]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.393819</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51207</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>26: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>26</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.379231, 6.512667]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.379231</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.512667</span></li></ul></li><li><label class='ee-shut'>1: [3.380346, 6.512667]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380346</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.512667</span></li></ul></li><li><label class='ee-shut'>2: [3.380346, 6.512922]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380346</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.512922</span></li></ul></li><li><label class='ee-shut'>3: [3.379231, 6.512922]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.379231</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.512922</span></li></ul></li><li><label class='ee-shut'>4: [3.379231, 6.512667]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.379231</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.512667</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>27: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>27</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.392446, 6.516334]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.392446</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.516334</span></li></ul></li><li><label class='ee-shut'>1: [3.392617, 6.516334]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.392617</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.516334</span></li></ul></li><li><label class='ee-shut'>2: [3.392617, 6.51693]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.392617</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51693</span></li></ul></li><li><label class='ee-shut'>3: [3.392446, 6.51693]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.392446</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.51693</span></li></ul></li><li><label class='ee-shut'>4: [3.392446, 6.516334]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.392446</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.516334</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>28: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>28</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.402743, 6.514799]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.402743</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.514799</span></li></ul></li><li><label class='ee-shut'>1: [3.403258, 6.514799]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.403258</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.514799</span></li></ul></li><li><label class='ee-shut'>2: [3.403258, 6.515566]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.403258</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.515566</span></li></ul></li><li><label class='ee-shut'>3: [3.402743, 6.515566]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.402743</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.515566</span></li></ul></li><li><label class='ee-shut'>4: [3.402743, 6.514799]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.402743</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.514799</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>29: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>29</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.395192, 6.502177]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.395192</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.502177</span></li></ul></li><li><label class='ee-shut'>1: [3.395449, 6.502177]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.395449</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.502177</span></li></ul></li><li><label class='ee-shut'>2: [3.395449, 6.505248]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.395449</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.505248</span></li></ul></li><li><label class='ee-shut'>3: [3.395192, 6.505248]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.395192</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.505248</span></li></ul></li><li><label class='ee-shut'>4: [3.395192, 6.502177]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.395192</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.502177</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>30: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>30</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.367388, 6.49996]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367388</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.49996</span></li></ul></li><li><label class='ee-shut'>1: [3.367732, 6.49996]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367732</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.49996</span></li></ul></li><li><label class='ee-shut'>2: [3.367732, 6.501495]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367732</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.501495</span></li></ul></li><li><label class='ee-shut'>3: [3.367388, 6.501495]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367388</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.501495</span></li></ul></li><li><label class='ee-shut'>4: [3.367388, 6.49996]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367388</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.49996</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>31: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>31</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.369105, 6.532621]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.369105</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532621</span></li></ul></li><li><label class='ee-shut'>1: [3.370134, 6.532621]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.370134</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532621</span></li></ul></li><li><label class='ee-shut'>2: [3.370134, 6.532877]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.370134</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532877</span></li></ul></li><li><label class='ee-shut'>3: [3.369105, 6.532877]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.369105</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532877</span></li></ul></li><li><label class='ee-shut'>4: [3.369105, 6.532621]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.369105</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.532621</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>32: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>32</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.380947, 6.544986]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380947</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.544986</span></li></ul></li><li><label class='ee-shut'>1: [3.381548, 6.544986]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.381548</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.544986</span></li></ul></li><li><label class='ee-shut'>2: [3.381548, 6.545156]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.381548</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.545156</span></li></ul></li><li><label class='ee-shut'>3: [3.380947, 6.545156]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380947</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.545156</span></li></ul></li><li><label class='ee-shut'>4: [3.380947, 6.544986]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.380947</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.544986</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#239721</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>vegetation</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>3</span></li></ul></li></ul></li><li><label class='ee-shut'>33: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>33</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.363399, 6.489258]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363399</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.489258</span></li></ul></li><li><label class='ee-shut'>1: [3.363657, 6.489258]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363657</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.489258</span></li></ul></li><li><label class='ee-shut'>2: [3.363657, 6.489557]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363657</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.489557</span></li></ul></li><li><label class='ee-shut'>3: [3.363399, 6.489557]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363399</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.489557</span></li></ul></li><li><label class='ee-shut'>4: [3.363399, 6.489258]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363399</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.489258</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>34: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>34</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.357864, 6.495526]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.357864</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495526</span></li></ul></li><li><label class='ee-shut'>1: [3.358079, 6.495526]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358079</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495526</span></li></ul></li><li><label class='ee-shut'>2: [3.358079, 6.495867]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.358079</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495867</span></li></ul></li><li><label class='ee-shut'>3: [3.357864, 6.495867]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.357864</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495867</span></li></ul></li><li><label class='ee-shut'>4: [3.357864, 6.495526]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.357864</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495526</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>35: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>35</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.345808, 6.476892]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.345808</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476892</span></li></ul></li><li><label class='ee-shut'>1: [3.346065, 6.476892]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346065</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476892</span></li></ul></li><li><label class='ee-shut'>2: [3.346065, 6.47702]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.346065</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.47702</span></li></ul></li><li><label class='ee-shut'>3: [3.345808, 6.47702]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.345808</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.47702</span></li></ul></li><li><label class='ee-shut'>4: [3.345808, 6.476892]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.345808</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476892</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>36: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>36</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.362756, 6.476636]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.362756</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476636</span></li></ul></li><li><label class='ee-shut'>1: [3.363056, 6.476636]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363056</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476636</span></li></ul></li><li><label class='ee-shut'>2: [3.363056, 6.476935]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.363056</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476935</span></li></ul></li><li><label class='ee-shut'>3: [3.362756, 6.476935]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.362756</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476935</span></li></ul></li><li><label class='ee-shut'>4: [3.362756, 6.476636]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.362756</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.476636</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>37: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>37</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.376014, 6.477489]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.376014</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.477489</span></li></ul></li><li><label class='ee-shut'>1: [3.376228, 6.477489]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.376228</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.477489</span></li></ul></li><li><label class='ee-shut'>2: [3.376228, 6.477873]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.376228</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.477873</span></li></ul></li><li><label class='ee-shut'>3: [3.376014, 6.477873]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.376014</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.477873</span></li></ul></li><li><label class='ee-shut'>4: [3.376014, 6.477489]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.376014</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.477489</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>38: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>38</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.377258, 6.487766]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.377258</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.487766</span></li></ul></li><li><label class='ee-shut'>1: [3.377558, 6.487766]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.377558</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.487766</span></li></ul></li><li><label class='ee-shut'>2: [3.377558, 6.488021]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.377558</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.488021</span></li></ul></li><li><label class='ee-shut'>3: [3.377258, 6.488021]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.377258</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.488021</span></li></ul></li><li><label class='ee-shut'>4: [3.377258, 6.487766]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.377258</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.487766</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>39: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>39</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.357607, 6.496635]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.357607</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.496635</span></li></ul></li><li><label class='ee-shut'>1: [3.35765, 6.496635]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.35765</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.496635</span></li></ul></li><li><label class='ee-shut'>2: [3.35765, 6.497445]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.35765</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.497445</span></li></ul></li><li><label class='ee-shut'>3: [3.357607, 6.497445]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.357607</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.497445</span></li></ul></li><li><label class='ee-shut'>4: [3.357607, 6.496635]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.357607</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.496635</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>40: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>40</span></li><li><label class='ee-shut'>geometry: Polygon (4 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (4 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.361469, 6.495228]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361469</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495228</span></li></ul></li><li><label class='ee-shut'>1: [3.361469, 6.496933]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361469</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.496933</span></li></ul></li><li><label class='ee-shut'>2: [3.361469, 6.496933]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361469</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.496933</span></li></ul></li><li><label class='ee-shut'>3: [3.361469, 6.495228]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.361469</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.495228</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li><li><label class='ee-shut'>41: Feature (Polygon, 3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Feature</span></li><li><span class='ee-k'>id:</span><span class='ee-v'>41</span></li><li><label class='ee-shut'>geometry: Polygon (5 vertices)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>type:</span><span class='ee-v'>Polygon</span></li><li><label class='ee-shut'>coordinates: List (1 element)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: List (5 elements)<input type='checkbox' class='ee-toggle'></label><ul><li><label class='ee-shut'>0: [3.367735, 6.510706]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367735</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510706</span></li></ul></li><li><label class='ee-shut'>1: [3.368079, 6.510706]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.368079</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510706</span></li></ul></li><li><label class='ee-shut'>2: [3.368079, 6.510962]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.368079</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510962</span></li></ul></li><li><label class='ee-shut'>3: [3.367735, 6.510962]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367735</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510962</span></li></ul></li><li><label class='ee-shut'>4: [3.367735, 6.510706]<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>0:</span><span class='ee-v'>3.367735</span></li><li><span class='ee-k'>1:</span><span class='ee-v'>6.510706</span></li></ul></li></ul></li></ul></li></ul></li><li><label class='ee-shut'>properties: Object (3 properties)<input type='checkbox' class='ee-toggle'></label><ul><li><span class='ee-k'>color:</span><span class='ee-v'>#dac53e</span></li><li><span class='ee-k'>label:</span><span class='ee-v'>barren</span></li><li><span class='ee-k'>lc:</span><span class='ee-v'>4</span></li></ul></li></ul></li></ul></li></ul></li></ul></div><script>function toggleHeader() {\n",
              "    const parent = this.parentElement;\n",
              "    parent.className = parent.className === \"ee-open\" ? \"ee-shut\" : \"ee-open\";\n",
              "}\n",
              "\n",
              "for (let c of document.getElementsByClassName(\"ee-toggle\")) {\n",
              "    c.onclick = toggleHeader;\n",
              "}</script></div>"
            ],
            "text/plain": [
              "<ee.featurecollection.FeatureCollection at 0x7d6d47e819f0>"
            ]
          },
          "execution_count": 16,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "samples_url = 'https://github.com/waleedgeo/gee_py_ml/blob/main/samples/combined_samples.geojson'\n",
        "samples_out_name = 'samples.geojson'\n",
        "geemap.download_file(samples_url, samples_out_name)\n",
        "load_samples = gpd.read_file(samples_out_name)\n",
        "#print(load_samples.head())\n",
        "combined_samples = geemap.gdf_to_ee(load_samples)\n",
        "combined_samples"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 17
        },
        "id": "zBwlrchhuqYy",
        "outputId": "99b9fbbd-7087-40e2-8864-2da2949bc0a7"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "# convert samples vectors to images\n",
        "water = image.select('B2').gt(0).clip(combined_samples.filter(ee.Filter.eq('label', 'water'))).multiply(1).rename('lc').int()\n",
        "urban = image.select('B2').gt(0).clip(combined_samples.filter(ee.Filter.eq('label', 'urban'))).multiply(2).rename('lc').int()\n",
        "vegetation = image.select('B2').gt(0).clip(combined_samples.filter(ee.Filter.eq('label', 'vegetation'))).multiply(3).rename('lc').int()\n",
        "barren = image.select('B2').gt(0).clip(combined_samples.filter(ee.Filter.eq('label', 'barren'))).multiply(4).rename('lc').int()\n",
        "\n",
        "field = ee.ImageCollection([water, urban, vegetation, barren]).mosaic()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 73
        },
        "id": "vUDW546auqYy",
        "outputId": "16e131fa-f113-424b-adc1-93f73911f6b6"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "746\n",
            "{'type': 'Feature', 'geometry': {'geodesic': False, 'type': 'Point', 'coordinates': [3.414720973759331, 6.513190051744385]}, 'id': '0', 'properties': {'lc': 1}}\n"
          ]
        }
      ],
      "source": [
        "# generate random samples (stratifed by class)\n",
        "sample_size = 200\n",
        "seed = 42\n",
        "scale = 10\n",
        "samples = field.stratifiedSample(\n",
        "    numPoints=sample_size,\n",
        "    classBand='lc',\n",
        "    region=aoi,\n",
        "    scale=scale,\n",
        "    projection=image.projection(),\n",
        "    seed=seed,\n",
        "    geometries=True\n",
        ")\n",
        "\n",
        "#Map.addLayer(samples, {}, 'samples', False)\n",
        "print(samples.size().getInfo())\n",
        "print(samples.first().getInfo())\n",
        "#Map"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 19,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 338
        },
        "id": "30G-hseDuqYy",
        "outputId": "9e49f546-9f54-4d3f-a37e-b338c82064c3"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/plain": [
              "{'type': 'Feature',\n",
              " 'geometry': {'geodesic': False,\n",
              "  'type': 'Point',\n",
              "  'coordinates': [3.414720973759331, 6.513190051744385]},\n",
              " 'id': '0_0',\n",
              " 'properties': {'B11': 0.15705000000000002,\n",
              "  'B12': 0.14335,\n",
              "  'B2': 0.18030000000000002,\n",
              "  'B3': 0.19970000000000002,\n",
              "  'B4': 0.19525,\n",
              "  'B5': 0.1995,\n",
              "  'B6': 0.18195,\n",
              "  'B7': 0.18315,\n",
              "  'B8': 0.17855000000000001,\n",
              "  'MNDVI': 0.10650216429018629,\n",
              "  'MNDWI': 0.126243188353341,\n",
              "  'NDBI': -0.06430742985190455,\n",
              "  'lc': 1}}"
            ]
          },
          "execution_count": 19,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# sample the image\n",
        "samples = image.sampleRegions(\n",
        "    collection=samples,\n",
        "    properties=['lc'],\n",
        "    scale=scale,\n",
        "    projection=image.projection(),\n",
        "    geometries=True\n",
        ")\n",
        "samples.first().getInfo()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 20,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 621,
          "referenced_widgets": [
            "694bf9bb577f40e9bd69f2eef8d5244b",
            "f7c5b2715edd4bbb91c0dcf96d6bb34a",
            "7df3260c14da490bb131c6d8d7ebb490",
            "7581127bce774a95afc5376b2eaa2cb2",
            "83d106371ca1435790300b5b1a34b4e3",
            "b4093967a3e048048885adf7ca04f692",
            "52c8667d3d244448a1a2a6539ec98328",
            "055168507d1b4c558ee7f6f176bd86ae",
            "6e8f6816db0141c8bd782b7de0199aa7",
            "c1a74be2dfb74671b71411fa3d1e86e9",
            "336c9824cc0f453cb9826738f2bab745",
            "18bf6d11573c4bae8fa7b4ab43f502c1",
            "97f87935dcca4f98a999a7b370649058",
            "e3fd482d40b3434ab6411c02b42074ab",
            "dc9e216e2cd04664a6de2bbfea742841",
            "0bebdf9744954fd6b577db909a5fd2b3",
            "1139cd36232c485c99983cb76a7c6610",
            "b4b2ca3b220141ec82979da2a63f5767",
            "a2c4ff8628d3422e80fa6133decf7bc0",
            "df685dafeac8437b8adbcc434c07f2ff",
            "e472b3cf49ad4e2c8c677b3b749f8dbf",
            "a484eb12e77c41378e6e05ab43f7c123",
            "aeacd59dcae34c5b9d5766325f09ebfe",
            "17eb804631e747188318cc5e33aca732",
            "309794a960804653801ff0f9a075904d",
            "fd23d48f57ec41e4a62bfe6fae193948",
            "9ab36db0cc0d453ea6fae93d9732b164",
            "f80974828d524d26b9d155503c1d699e",
            "56fe77233ff948a79b010574b275e2df",
            "55a5aa5aef124defa0cd692bd2ee4126",
            "4230bd6fa76e45ccb0ef0554f2648710",
            "32cd06da1b8f400b9d5a8802bb277d9e",
            "117f87ee40cd4b2b90b75f662e623e66",
            "17139c619b8f4f889994fbd10976826e",
            "5f7e19b716f24897b38101826faa7312",
            "15d6477e2cee43b3b7f3a8de3fb9de30",
            "2381d6e0fb534289a408566c33622af8",
            "16fad046db57486a97fc3522c12c0410",
            "242aedce5cd44c5383dbb6dd4a1d4c0c",
            "c43bd73b91e647febe479f40e1c385ab",
            "10c04ceb779c47a0a29614795ffe30a4",
            "1654a5abac92487eb2fd76f22e7b9e47",
            "12dfbd0a863b402d83c86e00cb4f7fbc",
            "6e15e8ada7ea40fe8b63282aa3572461",
            "5442c3aef7de49dba4d149c30a859413",
            "63832be9b8a24461a8410dc402f3e768",
            "42e1b2464c0c48d5bb562c6137ed60e7",
            "713989bf8ddd4c0282bc6f57f001f8a6",
            "486d5d1c180c4da8b2e935e406020ef8",
            "9364c604cafb4f8bb793625688bb517b",
            "8d9520fb554246118e07f53b0a50ddb2",
            "f36bdaf762654e65b979629099b01619",
            "2fec0dbceac148e9bf274d22507bcafd",
            "db09f7f449af4d9197050e7ef60fa4b9",
            "567bcd4653d744919ed53e334542760a",
            "94735ac0fa28412ba0e91bcae9642309",
            "c37afa5e82e74929aa0d17b505b43581",
            "5772f5f4a674409ba0e4c0d2edc4e628",
            "1247a972cd054fe486acd30ea95c770b",
            "dc2f7ff2957f4898af25565ff88573b5",
            "2560c3254fda4e019e6483942d3df249",
            "a4ad5209d84d4d8c8d727c085dc06644",
            "1bfa718f395d4b6ea092241803ea9089",
            "fe168b97c8404ec89e48fdfe2d94f2b0",
            "41c30449431a4c1e92e9bd249c12fa24",
            "3268a44915a0478589ad3958dbdb6915",
            "b2218798f38b48c3b6613a1a6de53156",
            "05acff87d5794ac086058f3ff37ad27b",
            "7c4381c541f54fbd9d1e0e33f46a8fbe",
            "481c33e05cff446ea8719c99e6d5457d",
            "a3c5532b3c534f45ab91a5465e3a210e",
            "a088ea74f0ff4c4180a8ea9aa95581e1",
            "0ca99649af554bdab10ad3b477b655a7",
            "208017f99a6d4176bc73b8af9ca5f856",
            "cefde6a8304f4781bf72439381611fea",
            "6e31ae6f286343d38c3d78e00c831d2e",
            "48c717eefd0c4c338ec2caae38b89a0e",
            "61ffe5a5e91c45cead79c9e40b1fc440",
            "44fc4088a0a74bce85cf53c60c6e2244",
            "366511e66ad349f2b29430ebb9416f75",
            "26d7df9c43f542de9338d9b381dafdaf",
            "9337a2a26fa1490fafe726f67fb5c712",
            "c3c4de82e4264d54802975f44dbbb102",
            "2738ee94c49b4812be80b6d81df52309",
            "33207f927a6e40dbad04f2f231ade9a7",
            "0032fa2a08f04222b27050c5dc7a23b0",
            "0063a574019c49ed9779e9a7d6be7856",
            "befa6af7f8df48ab94eda1923f6c8b77",
            "8b7b3e32ae23430a9945c6c307555405",
            "ae1380426c144dcab428a5005e6d942d",
            "e9242ce9a4c24687a60f72f9422aa96f",
            "7dc21cccb295464292f8eafc2af1b75a",
            "a3f5687ccae5463b98e3153186e707d4",
            "ee8559387b174fd8858d2783ca3892ba",
            "c94b39d5c01c472798dee3a7aab70d29",
            "e3524dcb3dd846749d1dc459c314b3d6",
            "88df2160306e4f5e96b3a5fea99ba63c",
            "9f1b92a7bb5544cb82f7e40d7cf884f1",
            "e83ef3adc1a64e29b36984d34e894800",
            "0b46ab8e79b6448a921e01157d516def",
            "7cdf00e3704547888176719034f0ec70",
            "b7e52faf6c0841fab5e3e276b110a76a",
            "46d53c2f90f847efa74caa17fdb1794f",
            "768270fb574f41fc968eeeca52edb2e2",
            "2ace58f079494099909b1ad466c43a1b",
            "1135c1a70f7240c79916cb5eb04c96a9",
            "efa9ad434e8541969bfaad081455eae8",
            "25aa1c467d454bb5a8fdff3fc1d2a52a",
            "3a08a289a1fe4377ac8b725179fd5ae1",
            "47c4a2c67b0048089d81220b97d40a3a",
            "2ae6f3464deb40f5b0b3ee8b5e35642c",
            "3c1da88d8fa34b05b0177d045845745a",
            "1ba2fa9e32e44d748109711689e1dc26",
            "917e7df5cafe4a33ac0cc8e701d109e3",
            "3c10175ce7e140c7a7148b27b9936248",
            "c773cdb8865844b1b9d9974a29f9ddd0",
            "ffdefed1f7254b80accdf62f079f5eaa",
            "a45e59046d6440adb341c1519b36f782",
            "5e1400afd1cd497d805ebc804a6c53cd",
            "5e3b9d2826c84a66917a42bd2a54af4d",
            "fa68fe7e879f4fad87a8f2de77776c63",
            "f77b7a2a30294d0cb5c3ee762f02b574",
            "72d3c31c9a614c0d832c2ef5b212c71e",
            "94aded2622ca44f9812d5df0b7e90dd6",
            "bd9a23af73574f54b6418bd8fced0713",
            "6fcf22b0b44f410fb63512a5101396ff"
          ]
        },
        "id": "zeueq_Z3uqYy",
        "outputId": "30fac99f-ab21-48c4-8aaf-1591e6410b92"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "694bf9bb577f40e9bd69f2eef8d5244b",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Map(bottom=505565.0, center=[6.516931297326792, 3.389968872070313], controls=(WidgetControl(options=['position…"
            ]
          },
          "metadata": {
            "application/vnd.jupyter.widget-view+json": {
              "colab": {
                "custom_widget_manager": {
                  "url": "https://ssl.gstatic.com/colaboratory-static/widgets/colab-cdn-widget-manager/b3e629b1971e1542/manager.min.js"
                }
              }
            }
          },
          "output_type": "display_data"
        }
      ],
      "source": [
        "# split the samples into training and testing\n",
        "split = 0.7\n",
        "samples = samples.randomColumn()\n",
        "\n",
        "training = samples.filter(ee.Filter.lt('random', split))\n",
        "testing = samples.filter(ee.Filter.gte('random', split))\n",
        "\n",
        "\n",
        "# train a classifier\n",
        "classifier = ee.Classifier.smileRandomForest(numberOfTrees=100).train(\n",
        "    features=training,\n",
        "    classProperty='lc',\n",
        "    inputProperties=bands\n",
        ")\n",
        "\n",
        "# classify the image\n",
        "classified = image.select(bands).classify(classifier)\n",
        "Map.addLayer(classified, {'min':1, 'max':4, 'palette':['blue', 'red', 'green', 'orange']}, 'classified')\n",
        "Map"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 21,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 160
        },
        "id": "kzCGFuoluqYy",
        "outputId": "e17ccf4d-74bc-465c-a1ec-be06c60951cd"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Train Confusion Matrix: [[0, 0, 0, 0, 0], [0, 151, 0, 0, 0], [0, 0, 146, 0, 0], [0, 0, 1, 140, 0], [0, 0, 0, 0, 105]]\n",
            "Train Overall Accuracy: 0.998158379373849\n",
            "Producer's Accuracy: [[0], [1], [1], [0.9929078014184397], [1]]\n",
            "Consumer's Accuracy: [[0, 1, 0.9931972789115646, 1, 1]]\n",
            "Test Confusion Matrix: [[0, 0, 0, 0, 0], [0, 49, 0, 0, 0], [0, 0, 54, 0, 0], [0, 0, 1, 55, 3], [0, 0, 0, 0, 41]]\n",
            "Test Overall Accuracy: 0.9802955665024631\n",
            "Producer's Accuracy: [[0], [1], [1], [0.9322033898305084], [1]]\n",
            "Consumer's Accuracy: [[0, 1, 0.9818181818181818, 1, 0.9318181818181818]]\n"
          ]
        }
      ],
      "source": [
        "# Train Accuracy\n",
        "\n",
        "train_accuracy = classifier.confusionMatrix()\n",
        "print('Train Confusion Matrix:', train_accuracy.getInfo())\n",
        "\n",
        "print('Train Overall Accuracy:', train_accuracy.accuracy().getInfo())\n",
        "\n",
        "print('Producer\\'s Accuracy:', train_accuracy.producersAccuracy().getInfo())\n",
        "print('Consumer\\'s Accuracy:', train_accuracy.consumersAccuracy().getInfo())\n",
        "\n",
        "\n",
        "\n",
        "# Test Accuracy\n",
        "test_accuracy = testing.classify(classifier).errorMatrix('lc', 'classification')\n",
        "\n",
        "print('Test Confusion Matrix:', test_accuracy.getInfo())\n",
        "print('Test Overall Accuracy:', test_accuracy.accuracy().getInfo())\n",
        "print('Producer\\'s Accuracy:', test_accuracy.producersAccuracy().getInfo())\n",
        "print('Consumer\\'s Accuracy:', test_accuracy.consumersAccuracy().getInfo())\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 27,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 108
        },
        "id": "WmAiinZbxUHM",
        "outputId": "654daf60-68f2-492b-fdf1-6e494bb651c4"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Generating URL ...\n",
            "Downloading data from https://earthengine.googleapis.com/v1/projects/earthengine-legacy/thumbnails/0e6f412c854b919c5b45019c7dd6372f-2547e809b7b899a373da7c8a185874af:getPixels\n",
            "Please wait ...\n",
            "Data downloaded to /content/drive/MyDrive/Colab Notebooks/gee_py_ml/classified1.tif\n"
          ]
        }
      ],
      "source": [
        "exp_img = classified.toUint8()\n",
        "geemap.ee_export_image(exp_img, filename='classified1.tif', scale=20, region=aoi)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "W11G2fyzuqYy",
        "outputId": "1658add5-b07a-4d74-96df-58c9e44933e7"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "# exporting classified image to drive\n",
        "geemap.ee_export_image_to_drive(classified.toUint8(), description='classified_lagos', folder='geemap', region=aoi, scale=10)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 28,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 213
        },
        "id": "laNEt3k1uqYy",
        "outputId": "dc9bde75-484c-49a6-c255-95c5a5b5bba4"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "            <style>\n",
              "                .geemap-dark {\n",
              "                    --jp-widgets-color: white;\n",
              "                    --jp-widgets-label-color: white;\n",
              "                    --jp-ui-font-color1: white;\n",
              "                    --jp-layout-color2: #454545;\n",
              "                    background-color: #383838;\n",
              "                }\n",
              "                    \n",
              "                .geemap-dark .jupyter-button {\n",
              "                    --jp-layout-color3: #383838;\n",
              "                }\n",
              "                \n",
              "                .geemap-colab {\n",
              "                    background-color: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "                    \n",
              "                .geemap-colab .jupyter-button {\n",
              "                    --jp-layout-color3: var(--colab-primary-surface-color, white);\n",
              "                }\n",
              "            </style>\n",
              "            "
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/plain": [
              "{'state': 'COMPLETED',\n",
              " 'description': 'denmark_pop',\n",
              " 'creation_timestamp_ms': 1701229287852,\n",
              " 'update_timestamp_ms': 1701229596094,\n",
              " 'start_timestamp_ms': 1701229295456,\n",
              " 'task_type': 'EXPORT_IMAGE',\n",
              " 'destination_uris': ['https://drive.google.com/#folders/1IdAdOqszGzXM8ltp9UP2AjikbWrXnR0L'],\n",
              " 'attempt': 1,\n",
              " 'batch_eecu_usage_seconds': 99.57250213623047,\n",
              " 'id': 'MY7AIM6DD5NSDZUK6PGYR47M',\n",
              " 'name': 'projects/earthengine-legacy/operations/MY7AIM6DD5NSDZUK6PGYR47M'}"
            ]
          },
          "execution_count": 28,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# check the last task status and progress\n",
        "task = ee.batch.Task.list()[-1]\n",
        "task.status()\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "VKo7ti06uqYy"
      },
      "source": [
        "### Hybrid Workflow for ML Classification"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "7S8xwbI9uqYy"
      },
      "source": [
        "In hybrid workflow we do:\n",
        "\n",
        "1. Export features (either all individual bands as images, or one stacked image with all bands)\n",
        "2. Export Labels as CSV\n",
        "3. Reshape the data (images) using Rasterio\n",
        "4. Train the model using scikit-learn\n",
        "5. Predict the model using scikit-learn\n",
        "6. Export the predicted image using Rasterio"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "siPD2wMguqYy"
      },
      "outputs": [],
      "source": [
        "# Exporting our feature images as single band\n",
        "# bands = ['B2', 'B3', 'B4', 'B5', 'B6', 'B7', 'B8', 'B11', 'B12', 'MNDVI', 'NDBI', 'MNDWI']\n",
        "# image = s2.select(bands)\n",
        "\n",
        "# exporting each band as a single band image\n",
        "for band in bands:\n",
        "    geemap.ee_export_image_to_drive(image.select(band), description=band, folder='geemap', region=aoi, scale=10)\n",
        "    print(band, ' exported')\n",
        "\n",
        "# export samples as csv\n",
        "geemap.ee_to_csv(samples, filename='samples_final.csv')"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "2maB7onEuqYy"
      },
      "source": [
        "## Follow my this blog for local ML Classification\n",
        "\n",
        "[![Medium](https://miro.medium.com/v2/resize:fit:1400/format:webp/1*8-rPe8vbjjbm1lhuhcn3Dw.png)](https://waleedgeo.medium.com/lulc-py-78cb954673d)"
      ]
    }
  ],
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "display_name": "gee",
      "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": "3.10.13"
    },
    "widgets": {
      "application/vnd.jupyter.widget-state+json": {
        "0027bc3c72f24b308098be4af2b2d69f": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "0032fa2a08f04222b27050c5dc7a23b0": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "100px"
          }
        },
        "0063a574019c49ed9779e9a7d6be7856": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "01fb7f984263435682db465db38cc9c8": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "0368ab691cd143c6a4588dbcdf25365e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_9d722e8bb950456cb9c8ba781e18e1aa",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_79a559419ff845078d1df6ca219d81c2",
            "value": 1
          }
        },
        "049dd8cd3f0247dd9e353756fe7b00db": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_9f79dc41734449bebb6b017a17be35d1",
              "IPY_MODEL_3b4c995796cb43ac8852920e23163825",
              "IPY_MODEL_0368ab691cd143c6a4588dbcdf25365e"
            ],
            "layout": "IPY_MODEL_30218e958d0448879c159ddfb256b611"
          }
        },
        "055168507d1b4c558ee7f6f176bd86ae": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletAttributionControlModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletAttributionControlModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletAttributionControlView",
            "options": [
              "position",
              "prefix"
            ],
            "position": "bottomright",
            "prefix": "ipyleaflet"
          }
        },
        "05acff87d5794ac086058f3ff37ad27b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "eraser",
            "layout": "IPY_MODEL_768270fb574f41fc968eeeca52edb2e2",
            "style": "IPY_MODEL_2ace58f079494099909b1ad466c43a1b",
            "tooltip": "Remove all drawn features",
            "value": false
          }
        },
        "05fbac511cd04acea9809ca7b43169ab": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "FCC",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_e72f32912ad24b29bf282585088e4458",
            "style": "IPY_MODEL_7df1ece0c0984d99bb146ab2c5a8d7cf",
            "value": false
          }
        },
        "0686f890be854fc99493a7c51198da0b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "classified",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_7401ac316d27442fbd4acf02ce38e5a3",
            "style": "IPY_MODEL_ebb69ea386094ff1bc1cf4da9502f70a",
            "value": false
          }
        },
        "0b46ab8e79b6448a921e01157d516def": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "0b5f7057f0d74d1bb82dae5a90a6e001": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_2beb05846d32410a85bccca752f98621",
              "IPY_MODEL_9b51f26e53ca4623a6620189c53b90b3",
              "IPY_MODEL_3cce6a64b54541f9bc80781c71429ad5"
            ],
            "layout": "IPY_MODEL_5183c152ed8242179539aa4ccdec1f35"
          }
        },
        "0bebdf9744954fd6b577db909a5fd2b3": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletTileLayerModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletTileLayerModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletTileLayerView",
            "attribution": "Google Earth Engine",
            "base": false,
            "bottom": true,
            "bounds": null,
            "detect_retina": false,
            "loading": false,
            "max_native_zoom": null,
            "max_zoom": 24,
            "min_native_zoom": null,
            "min_zoom": 0,
            "name": "MNDVI",
            "no_wrap": false,
            "opacity": 1,
            "options": [
              "attribution",
              "bounds",
              "detect_retina",
              "max_native_zoom",
              "max_zoom",
              "min_native_zoom",
              "min_zoom",
              "no_wrap",
              "tile_size",
              "tms",
              "zoom_offset"
            ],
            "pane": "",
            "popup": null,
            "popup_max_height": null,
            "popup_max_width": 300,
            "popup_min_width": 50,
            "show_loading": false,
            "subitems": [],
            "tile_size": 256,
            "tms": false,
            "url": "https://earthengine.googleapis.com/v1/projects/earthengine-legacy/maps/98a469ca9c29843ee8472bb6648dacf3-ac73c6b0c9d5e258d5b3a1278e590411/tiles/{z}/{x}/{y}",
            "visible": true,
            "zoom_offset": 0
          }
        },
        "0ca99649af554bdab10ad3b477b655a7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "hand-o-up",
            "layout": "IPY_MODEL_917e7df5cafe4a33ac0cc8e701d109e3",
            "style": "IPY_MODEL_3c10175ce7e140c7a7148b27b9936248",
            "tooltip": "Collect training samples",
            "value": false
          }
        },
        "0ce46b8b38fe4ccbac96499f35aab180": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "0d71ecb390f5463cb095c1a0a7cd4652": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "NEW ESRI Field",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_f08ba6261f1646acbb4d891f773fd5ea",
            "style": "IPY_MODEL_60bfc1ee63d94d4593c4524562b2238a",
            "value": false
          }
        },
        "0df06f0488364e2dac2237f77183a583": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "0e802316e66e4eedb33e64afa2fc6c6b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "primary",
            "description": "",
            "disabled": false,
            "icon": "times",
            "layout": "IPY_MODEL_b9564eebf24e48b2a8270b9ebac0642f",
            "style": "IPY_MODEL_0ce46b8b38fe4ccbac96499f35aab180",
            "tooltip": "Close the tool"
          }
        },
        "10c04ceb779c47a0a29614795ffe30a4": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "wrench",
            "layout": "IPY_MODEL_dc2f7ff2957f4898af25565ff88573b5",
            "style": "IPY_MODEL_2560c3254fda4e019e6483942d3df249",
            "tooltip": "Toolbar",
            "value": false
          }
        },
        "1135c1a70f7240c79916cb5eb04c96a9": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "1139cd36232c485c99983cb76a7c6610": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletTileLayerModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletTileLayerModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletTileLayerView",
            "attribution": "Google Earth Engine",
            "base": false,
            "bottom": true,
            "bounds": null,
            "detect_retina": false,
            "loading": false,
            "max_native_zoom": null,
            "max_zoom": 24,
            "min_native_zoom": null,
            "min_zoom": 0,
            "name": "NDBI",
            "no_wrap": false,
            "opacity": 1,
            "options": [
              "attribution",
              "bounds",
              "detect_retina",
              "max_native_zoom",
              "max_zoom",
              "min_native_zoom",
              "min_zoom",
              "no_wrap",
              "tile_size",
              "tms",
              "zoom_offset"
            ],
            "pane": "",
            "popup": null,
            "popup_max_height": null,
            "popup_max_width": 300,
            "popup_min_width": 50,
            "show_loading": false,
            "subitems": [],
            "tile_size": 256,
            "tms": false,
            "url": "https://earthengine.googleapis.com/v1/projects/earthengine-legacy/maps/e885d15fc6f5a58612723eb159d03d89-5c06eb4692680943f665508728019946/tiles/{z}/{x}/{y}",
            "visible": false,
            "zoom_offset": 0
          }
        },
        "117f87ee40cd4b2b90b75f662e623e66": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_5442c3aef7de49dba4d149c30a859413",
              "IPY_MODEL_63832be9b8a24461a8410dc402f3e768",
              "IPY_MODEL_42e1b2464c0c48d5bb562c6137ed60e7"
            ],
            "layout": "IPY_MODEL_713989bf8ddd4c0282bc6f57f001f8a6"
          }
        },
        "1247a972cd054fe486acd30ea95c770b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "1249a3c5c05149c4ae3c61cd95c74065": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_3bd05e40f06941538cefc60e443b16a0",
              "IPY_MODEL_b0d902b89a61404296f4316d342ea857",
              "IPY_MODEL_a5c327b4764d483bb7a56caafcbcad40"
            ],
            "layout": "IPY_MODEL_989bca1f971444bc98978c954f76e604"
          }
        },
        "1260f01b31b84aa2889089498fe7687f": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "VBoxModel",
          "state": {
            "_dom_classes": [
              "geemap-colab"
            ],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "VBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "VBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_a7b5d514a2af40db8aea4beb687b1e3b",
              "IPY_MODEL_84d2241ea6944570ad711e1ceb43d2fb"
            ],
            "layout": "IPY_MODEL_c2697d7a29d84ee0a106a29984c29d5b"
          }
        },
        "12dfbd0a863b402d83c86e00cb4f7fbc": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "GridBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "GridBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "GridBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_a4ad5209d84d4d8c8d727c085dc06644",
              "IPY_MODEL_1bfa718f395d4b6ea092241803ea9089",
              "IPY_MODEL_fe168b97c8404ec89e48fdfe2d94f2b0",
              "IPY_MODEL_41c30449431a4c1e92e9bd249c12fa24",
              "IPY_MODEL_3268a44915a0478589ad3958dbdb6915",
              "IPY_MODEL_b2218798f38b48c3b6613a1a6de53156",
              "IPY_MODEL_05acff87d5794ac086058f3ff37ad27b",
              "IPY_MODEL_7c4381c541f54fbd9d1e0e33f46a8fbe",
              "IPY_MODEL_481c33e05cff446ea8719c99e6d5457d",
              "IPY_MODEL_a3c5532b3c534f45ab91a5465e3a210e",
              "IPY_MODEL_a088ea74f0ff4c4180a8ea9aa95581e1",
              "IPY_MODEL_0ca99649af554bdab10ad3b477b655a7",
              "IPY_MODEL_208017f99a6d4176bc73b8af9ca5f856",
              "IPY_MODEL_cefde6a8304f4781bf72439381611fea",
              "IPY_MODEL_6e31ae6f286343d38c3d78e00c831d2e",
              "IPY_MODEL_48c717eefd0c4c338ec2caae38b89a0e",
              "IPY_MODEL_61ffe5a5e91c45cead79c9e40b1fc440"
            ],
            "layout": "IPY_MODEL_44fc4088a0a74bce85cf53c60c6e2244"
          }
        },
        "13641230332b4b68a714f222327a79f7": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "13815b95c83e43e5a15eebdf1ca6aa37": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "13943870cd6447cdba8e05b88cb2cbf2": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "1410a859e1334a6fae1d36cab0b20ade": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_559d09a094b548b39a0a4f491a66c5e9",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_325d0bec0eb442c9a805252947060e23",
            "value": 1
          }
        },
        "14d7a070380f4f35aafb4325c6a04ee9": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_6071e0600a0441a79530cf283f4a7df0",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_5b6c1067b5154e0b85740de7a69344fc",
            "value": 1
          }
        },
        "15d6477e2cee43b3b7f3a8de3fb9de30": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonsModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonsModel",
            "_options_labels": [
              "Apply",
              "Clear",
              "Close"
            ],
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonsView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icons": [],
            "index": null,
            "layout": "IPY_MODEL_94735ac0fa28412ba0e91bcae9642309",
            "style": "IPY_MODEL_c37afa5e82e74929aa0d17b505b43581",
            "tooltips": [
              "Apply",
              "Clear",
              "Close"
            ]
          }
        },
        "1654a5abac92487eb2fd76f22e7b9e47": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "16fad046db57486a97fc3522c12c0410": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "28px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "28px"
          }
        },
        "17139c619b8f4f889994fbd10976826e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_486d5d1c180c4da8b2e935e406020ef8",
              "IPY_MODEL_9364c604cafb4f8bb793625688bb517b",
              "IPY_MODEL_8d9520fb554246118e07f53b0a50ddb2"
            ],
            "layout": "IPY_MODEL_f36bdaf762654e65b979629099b01619"
          }
        },
        "17eb804631e747188318cc5e33aca732": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "600px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "1820df206d254581a31e2fa7932ec86c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_42ba92ee3c274d83a834c51dd7856279",
            "style": "IPY_MODEL_1983ee6a054543a0a3c3b02fe1af481f",
            "tooltip": "2022 LULC 10m"
          }
        },
        "18bf6d11573c4bae8fa7b4ab43f502c1": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletMapStyleModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletMapStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "cursor": "move"
          }
        },
        "1983ee6a054543a0a3c3b02fe1af481f": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "1a3f8c9672294d50afd4b3ba8c1fc277": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletMapStyleModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletMapStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "cursor": "grab"
          }
        },
        "1b6d23775c144dc49f0a6c7e2ecba036": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "1ba2fa9e32e44d748109711689e1dc26": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "1bfa718f395d4b6ea092241803ea9089": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "bar-chart",
            "layout": "IPY_MODEL_ee8559387b174fd8858d2783ca3892ba",
            "style": "IPY_MODEL_c94b39d5c01c472798dee3a7aab70d29",
            "tooltip": "Plotting",
            "value": false
          }
        },
        "1d58f96f956d43669be85fb11d09c379": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "1db46b8f883140a7bb26683dee4a6987": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "1f2d15c0f6df4e4385aaa83ca29455ce": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_6362225fe416468e9d097cc2ffed1a7f",
              "IPY_MODEL_babc7285337046149e4717ff2051741d",
              "IPY_MODEL_db917f98f78e464ba7b97771574a7c47"
            ],
            "layout": "IPY_MODEL_f33cb216bc0247bb95769e0ed6b70943"
          }
        },
        "1fb54125ba9d418286666eedf66a5bef": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletTileLayerModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletTileLayerModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletTileLayerView",
            "attribution": "Google Earth Engine",
            "base": false,
            "bottom": true,
            "bounds": null,
            "detect_retina": false,
            "loading": false,
            "max_native_zoom": null,
            "max_zoom": 24,
            "min_native_zoom": null,
            "min_zoom": 0,
            "name": "Drawn Features",
            "no_wrap": false,
            "opacity": 0.5,
            "options": [
              "attribution",
              "bounds",
              "detect_retina",
              "max_native_zoom",
              "max_zoom",
              "min_native_zoom",
              "min_zoom",
              "no_wrap",
              "tile_size",
              "tms",
              "zoom_offset"
            ],
            "pane": "",
            "popup": null,
            "popup_max_height": null,
            "popup_max_width": 300,
            "popup_min_width": 50,
            "show_loading": false,
            "subitems": [],
            "tile_size": 256,
            "tms": false,
            "url": "https://earthengine.googleapis.com/v1/projects/earthengine-legacy/maps/0a9fcdd99c4d1a60bdd56ccf1e1a2f4b-4b068dbe53dd58b47739b92a631f9aeb/tiles/{z}/{x}/{y}",
            "visible": false,
            "zoom_offset": 0
          }
        },
        "2047ed3726584a768ab4a26f6dd9550b": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletTileLayerModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletTileLayerModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletTileLayerView",
            "attribution": "Google Earth Engine",
            "base": false,
            "bottom": true,
            "bounds": null,
            "detect_retina": false,
            "loading": false,
            "max_native_zoom": null,
            "max_zoom": 24,
            "min_native_zoom": null,
            "min_zoom": 0,
            "name": "classified",
            "no_wrap": false,
            "opacity": 1,
            "options": [
              "attribution",
              "bounds",
              "detect_retina",
              "max_native_zoom",
              "max_zoom",
              "min_native_zoom",
              "min_zoom",
              "no_wrap",
              "tile_size",
              "tms",
              "zoom_offset"
            ],
            "pane": "",
            "popup": null,
            "popup_max_height": null,
            "popup_max_width": 300,
            "popup_min_width": 50,
            "show_loading": false,
            "subitems": [],
            "tile_size": 256,
            "tms": false,
            "url": "https://earthengine.googleapis.com/v1/projects/earthengine-legacy/maps/60a7bd64e2f8b6be32b542551fc40cf4-446def5481aa25a12a263e97b60c8e90/tiles/{z}/{x}/{y}",
            "visible": false,
            "zoom_offset": 0
          }
        },
        "208017f99a6d4176bc73b8af9ca5f856": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "line-chart",
            "layout": "IPY_MODEL_c773cdb8865844b1b9d9974a29f9ddd0",
            "style": "IPY_MODEL_ffdefed1f7254b80accdf62f079f5eaa",
            "tooltip": "Creating and plotting transects",
            "value": false
          }
        },
        "2381d6e0fb534289a408566c33622af8": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "242aedce5cd44c5383dbb6dd4a1d4c0c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "249f775a36cd4596b5a816f3d657175d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "24dcacece9b748d58b4e87eb880aff3d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_05fbac511cd04acea9809ca7b43169ab",
              "IPY_MODEL_581d8dc2540a4ab18d875df9970e7e3c",
              "IPY_MODEL_f5954dd90afd4cd2934c934e4762efb5"
            ],
            "layout": "IPY_MODEL_61e1bd6dc34b446989f2b0e970a598a6"
          }
        },
        "2560c3254fda4e019e6483942d3df249": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "25aa1c467d454bb5a8fdff3fc1d2a52a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "26d7df9c43f542de9338d9b381dafdaf": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "2738ee94c49b4812be80b6d81df52309": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": "flex",
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": "center",
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "100px"
          }
        },
        "284d51a39f834f91b4b30a13fc474dd6": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_80d94c52da16437f955658a999e95bcd",
            "style": "IPY_MODEL_376e37a75530442e8cafade3af002a84",
            "tooltip": "NEW ESRI Field"
          }
        },
        "2ace58f079494099909b1ad466c43a1b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "2ad58c682c6c45f3b7301316162601a8": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "2ae6f3464deb40f5b0b3ee8b5e35642c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "2beb05846d32410a85bccca752f98621": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "2022 LULC 10m",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_c5395dcc15264e5c8d66b3cd43b0c299",
            "style": "IPY_MODEL_b245c5836e3c4436a2f4945987a95ec9",
            "value": false
          }
        },
        "2c959a827c644ec6965c2788fcad3886": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_81cc47aaa51d4eb0a5537f6289cd01cf",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_e3c0bc78a9304c189103d4fa22396159",
            "value": 1
          }
        },
        "2cb6d998fc9c40aaaad07771f26e5273": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "samples",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_dae7f7dbe8aa4be290f8ba1a0777d014",
            "style": "IPY_MODEL_e55a4e75ac0f4b10b71f6805aca41df3",
            "value": false
          }
        },
        "2cc7e7ba24ce49dc838642daf63d1cc1": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "2ce3d4612e354373bf7a4776e93d9341": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "2db63ca0f1c54dc28fbda4f202416b53": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_654b33fb288a4acd9e211a1b2185977a",
              "IPY_MODEL_d4374414b41f4a31a41e9932b4e98a3d",
              "IPY_MODEL_aa990a8e920c439a897f6993dcbc14af"
            ],
            "layout": "IPY_MODEL_13943870cd6447cdba8e05b88cb2cbf2"
          }
        },
        "2f0ccb2e631b44c8a5d486872520e138": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_ea4cf271b9b348c7997039dcfdeb15fd",
              "IPY_MODEL_b85dde8b219043beb61536e17afe22f9",
              "IPY_MODEL_4562a3e3c32f4d9fa3d3456c494928b5"
            ],
            "layout": "IPY_MODEL_0df06f0488364e2dac2237f77183a583"
          }
        },
        "2f110c859c614d2785cc8075d76903a7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_461b707325274f99aeb719f9a73d010b",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_9edee75c608043499157cef8af543163",
            "value": 1
          }
        },
        "2f467176a2144485a718c944a7cafd46": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "2fec0dbceac148e9bf274d22507bcafd": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "TextModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "TextModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "TextView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_0032fa2a08f04222b27050c5dc7a23b0",
            "placeholder": "Optional",
            "style": "IPY_MODEL_ae1380426c144dcab428a5005e6d942d",
            "value": "label"
          }
        },
        "30218e958d0448879c159ddfb256b611": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "309794a960804653801ff0f9a075904d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [
              "geemap-colab"
            ],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_f80974828d524d26b9d155503c1d699e"
            ],
            "layout": "IPY_MODEL_56fe77233ff948a79b010574b275e2df"
          }
        },
        "31de27f7ddcb4d8f9e18ac2284729529": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "primary",
            "description": "",
            "disabled": false,
            "icon": "times",
            "layout": "IPY_MODEL_e6e8e97bffd1487cbd3e7f97d134e870",
            "style": "IPY_MODEL_bf671e0cf26d481e8b437141a5086f87",
            "tooltip": "Close the tool"
          }
        },
        "325d0bec0eb442c9a805252947060e23": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "3268a44915a0478589ad3958dbdb6915": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "retweet",
            "layout": "IPY_MODEL_0b46ab8e79b6448a921e01157d516def",
            "style": "IPY_MODEL_7cdf00e3704547888176719034f0ec70",
            "tooltip": "Convert Earth Engine JavaScript to Python",
            "value": false
          }
        },
        "32cd06da1b8f400b9d5a8802bb277d9e": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "33207f927a6e40dbad04f2f231ade9a7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "336c9824cc0f453cb9826738f2bab745": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletMapStyleModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletMapStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "cursor": "grab"
          }
        },
        "33cb50f7a3d74c6c94165a59304bc676": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_7b3e4d3619954f64b8de3aa8f85bf52f",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_ea8413d4e0244f79811d377751a8cd62",
            "value": 1
          }
        },
        "34af9e0a4c1341699f9901f86aade364": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_e994bfe848544ede90caacb855d6626e",
              "IPY_MODEL_3c9a840fdd7f469aacad4f35bb18e58a",
              "IPY_MODEL_2c959a827c644ec6965c2788fcad3886"
            ],
            "layout": "IPY_MODEL_be8b97e2e6d74425ab33099850c68b2c"
          }
        },
        "35d1d55c1da64e17a24fd83711269696": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_dca910c6446a4e248678b5a803fd326d",
              "IPY_MODEL_6c907e661e5242208b51a2017d0f249a",
              "IPY_MODEL_33cb50f7a3d74c6c94165a59304bc676"
            ],
            "layout": "IPY_MODEL_13641230332b4b68a714f222327a79f7"
          }
        },
        "366511e66ad349f2b29430ebb9416f75": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": "flex",
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": "center",
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "100px"
          }
        },
        "368f2c8578c84a2386074b288e418f30": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "376e37a75530442e8cafade3af002a84": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "378fc0cc80384036b24a5e985a62a56a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "384f1fa69a774a96b39e0e4342a83c1c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "38c47b8f320042068483240404fa4682": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "38e870e3e16e48c8a99c378717d5c3d6": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "3a08a289a1fe4377ac8b725179fd5ae1": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "3b4c995796cb43ac8852920e23163825": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_38c47b8f320042068483240404fa4682",
            "style": "IPY_MODEL_c29d1fbaeb804c4cbb7ba8d6df4c792a",
            "tooltip": "samples"
          }
        },
        "3bd05e40f06941538cefc60e443b16a0": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "AOI",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_fdd0412491ec4ec59a1e5435c436e5af",
            "style": "IPY_MODEL_ff06368005d94dbe9cdcdb6831bf9aa5",
            "value": true
          }
        },
        "3c10175ce7e140c7a7148b27b9936248": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "3c1b2e95c29c4490a3a56c755002934e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_f5a85e4d93244982abc887a59b43b676",
              "IPY_MODEL_6c37f753bf18460282677a76059e7c29",
              "IPY_MODEL_b704cf8bd16f477a8be368bfe4aff1b7"
            ],
            "layout": "IPY_MODEL_4cdb88e40b894407bce045792155af38"
          }
        },
        "3c1da88d8fa34b05b0177d045845745a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "3c9a840fdd7f469aacad4f35bb18e58a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_aa5da20b29f442eaa752e17ab9d443f4",
            "style": "IPY_MODEL_bf3c605dc2274ec69f716cdb408f3295",
            "tooltip": "NDBI"
          }
        },
        "3cb88f35dd254831a7cfc747130658e1": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "3cce6a64b54541f9bc80781c71429ad5": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_b272b802ff9f4f629988b0c5408a3cdd",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_5e9948726e81476eb91cb098048a459c",
            "value": 1
          }
        },
        "3f2db1d0026c46de8e27bb6f83fd8a30": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "3f52684c16bb402b8691fe3ef281857e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "40897958c1df4206b227fb70e8e7a64f": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "40dde268904e4a56a29290cb6e5380bc": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "classified",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_1db46b8f883140a7bb26683dee4a6987",
            "style": "IPY_MODEL_697181d03f7f43e59625a3b7099c9bb2",
            "value": false
          }
        },
        "416b3ec5f3134c1599c7dc393b837e87": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "41c30449431a4c1e92e9bd249c12fa24": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "map",
            "layout": "IPY_MODEL_9f1b92a7bb5544cb82f7e40d7cf884f1",
            "style": "IPY_MODEL_e83ef3adc1a64e29b36984d34e894800",
            "tooltip": "Change basemap",
            "value": false
          }
        },
        "4230bd6fa76e45ccb0ef0554f2648710": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "VBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "VBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "VBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_12dfbd0a863b402d83c86e00cb4f7fbc"
            ],
            "layout": "IPY_MODEL_6e15e8ada7ea40fe8b63282aa3572461"
          }
        },
        "4240d42caef5494fac88c8cd4c9217aa": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "42ae8af88b454f61a05c96bfa939a9b2": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "VBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "VBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "VBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_af7f40a39f8744008601c4f1e3bd7162",
              "IPY_MODEL_2f0ccb2e631b44c8a5d486872520e138",
              "IPY_MODEL_dbd6db7af91343438a3a43f3126121c2",
              "IPY_MODEL_24dcacece9b748d58b4e87eb880aff3d",
              "IPY_MODEL_2db63ca0f1c54dc28fbda4f202416b53",
              "IPY_MODEL_34af9e0a4c1341699f9901f86aade364",
              "IPY_MODEL_de14c878e8be41349eaa0965b29e5e50",
              "IPY_MODEL_77f5c0b420074c38834a8a54f0f63f2d",
              "IPY_MODEL_aa57c21ff1424e65a52ec93bc11fd151",
              "IPY_MODEL_049dd8cd3f0247dd9e353756fe7b00db",
              "IPY_MODEL_7918e2dbcff946a3b72fbecf52358a8f"
            ],
            "layout": "IPY_MODEL_4aa2ed69c54441d2bdca5f0adca3737a"
          }
        },
        "42ba92ee3c274d83a834c51dd7856279": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "42e1b2464c0c48d5bb562c6137ed60e7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "LabelModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "LabelModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "LabelView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_2738ee94c49b4812be80b6d81df52309",
            "placeholder": "​",
            "style": "IPY_MODEL_33207f927a6e40dbad04f2f231ade9a7",
            "value": "Color"
          }
        },
        "446785a2542847098e1bc0530305307c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "44bab9183f954e22945f4c5709ace9e3": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "44fc4088a0a74bce85cf53c60c6e2244": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": "1px 1px",
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": "32px 32px 32px ",
            "grid_template_rows": "32px 32px 32px 32px 32px 32px ",
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "5px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "109px"
          }
        },
        "4562a3e3c32f4d9fa3d3456c494928b5": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_bf221ebffd20488ebabbea026c1189cc",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_f916ab13afc746098b81354e11f6f84a",
            "value": 1
          }
        },
        "461b707325274f99aeb719f9a73d010b": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "46d53c2f90f847efa74caa17fdb1794f": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "47c4a2c67b0048089d81220b97d40a3a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "48191edf4fc54e2586c93108b1c402d5": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "481c33e05cff446ea8719c99e6d5457d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "gears",
            "layout": "IPY_MODEL_25aa1c467d454bb5a8fdff3fc1d2a52a",
            "style": "IPY_MODEL_3a08a289a1fe4377ac8b725179fd5ae1",
            "tooltip": "WhiteboxTools for local geoprocessing",
            "value": false
          }
        },
        "48595f47635f4b07ad2ef168f0111e28": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_b94dda825f404d1fbf5935162b318cba",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_416b3ec5f3134c1599c7dc393b837e87",
            "value": 1
          }
        },
        "486d5d1c180c4da8b2e935e406020ef8": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "TextModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "TextModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "TextView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_0032fa2a08f04222b27050c5dc7a23b0",
            "placeholder": "Required",
            "style": "IPY_MODEL_0063a574019c49ed9779e9a7d6be7856",
            "value": "lc"
          }
        },
        "4891bc36b0dd43a4a3411df5fc6f387b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "48c717eefd0c4c338ec2caae38b89a0e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "info-circle",
            "layout": "IPY_MODEL_f77b7a2a30294d0cb5c3ee762f02b574",
            "style": "IPY_MODEL_72d3c31c9a614c0d832c2ef5b212c71e",
            "tooltip": "Get COG/STAC pixel value",
            "value": false
          }
        },
        "4aa2ed69c54441d2bdca5f0adca3737a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "4b05a4490f854ffcb6c5b2347c5291cf": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_ccce80556d4b4e4fa1ad0fccd2336cda",
            "style": "IPY_MODEL_fd66648a87cf41f38f845e7b831be61a",
            "tooltip": "classified"
          }
        },
        "4cdb88e40b894407bce045792155af38": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "5183c152ed8242179539aa4ccdec1f35": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "51de49a60ad04f1692d17e6cfcf2fbdc": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_0d71ecb390f5463cb095c1a0a7cd4652",
              "IPY_MODEL_284d51a39f834f91b4b30a13fc474dd6",
              "IPY_MODEL_1410a859e1334a6fae1d36cab0b20ade"
            ],
            "layout": "IPY_MODEL_66c2d7596a4040aeb88dbd2ef7b6b88d"
          }
        },
        "52c8667d3d244448a1a2a6539ec98328": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletWidgetControlModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletWidgetControlModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletWidgetControlView",
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "options": [
              "position",
              "transparent_bg"
            ],
            "position": "topright",
            "transparent_bg": false,
            "widget": "IPY_MODEL_fd23d48f57ec41e4a62bfe6fae193948"
          }
        },
        "5442c3aef7de49dba4d149c30a859413": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "LabelModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "LabelModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "LabelView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_366511e66ad349f2b29430ebb9416f75",
            "placeholder": "​",
            "style": "IPY_MODEL_26d7df9c43f542de9338d9b381dafdaf",
            "value": "Property"
          }
        },
        "54c20cc07ddb45fd93869508272215b0": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_0e802316e66e4eedb33e64afa2fc6c6b",
              "IPY_MODEL_a3e51a22c729493398d843b378289d84"
            ],
            "layout": "IPY_MODEL_a83cd25da9234db9a86861a126d32a39"
          }
        },
        "557835c8a721453cae88ca7db7274cf0": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "559d09a094b548b39a0a4f491a66c5e9": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "55a5aa5aef124defa0cd692bd2ee4126": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_c43bd73b91e647febe479f40e1c385ab",
              "IPY_MODEL_10c04ceb779c47a0a29614795ffe30a4"
            ],
            "layout": "IPY_MODEL_1654a5abac92487eb2fd76f22e7b9e47"
          }
        },
        "5651c4b84da64adbbd1f0efd75989370": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "567bcd4653d744919ed53e334542760a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "5695112a266e496680447b998b81fa1d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "server",
            "layout": "IPY_MODEL_f1411e4ec41a4a5fb6b154c8486b3546",
            "style": "IPY_MODEL_384f1fa69a774a96b39e0e4342a83c1c",
            "tooltip": "Layer Manager",
            "value": true
          }
        },
        "56fe77233ff948a79b010574b275e2df": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "57582162ab534976ba8fb37a74d3a7b4": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "VBoxModel",
          "state": {
            "_dom_classes": [
              "geemap-colab"
            ],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "VBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "VBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_54c20cc07ddb45fd93869508272215b0",
              "IPY_MODEL_42ae8af88b454f61a05c96bfa939a9b2"
            ],
            "layout": "IPY_MODEL_e104b68c7fbb42e4ac71c74c6c1d6b5d"
          }
        },
        "5772f5f4a674409ba0e4c0d2edc4e628": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "28px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "72px"
          }
        },
        "581d8dc2540a4ab18d875df9970e7e3c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_01fb7f984263435682db465db38cc9c8",
            "style": "IPY_MODEL_c04009377c5b4dcca7fc6f1920b42331",
            "tooltip": "FCC"
          }
        },
        "591b277a5dcc4614914f20f37419582c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_9846b14dcc0b44e98e7abfe456f408c4",
            "style": "IPY_MODEL_8bfe6d28e5a0438b9a56849b9df63203",
            "tooltip": "classified"
          }
        },
        "595391d452e14e7983c69e48586baae0": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "5a63c0db5b0f481e9ef3206c5d0a9749": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_832acc3920be44cfa9bf7b4814b0bffe",
            "style": "IPY_MODEL_3f2db1d0026c46de8e27bb6f83fd8a30",
            "tooltip": "MNDWI"
          }
        },
        "5a95b8397db84ee284680479bbc124c0": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "5b6c1067b5154e0b85740de7a69344fc": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "5d750ce354c44e2c971df1bbd8115baa": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "5e1400afd1cd497d805ebc804a6c53cd": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "5e3b9d2826c84a66917a42bd2a54af4d": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "5e9948726e81476eb91cb098048a459c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "5ea3dde2b5644acb8d772a95768e86f3": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": "none",
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "5f09c9d17d7243c2ae6e901131d6acac": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "5f7e19b716f24897b38101826faa7312": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_2fec0dbceac148e9bf274d22507bcafd",
              "IPY_MODEL_db09f7f449af4d9197050e7ef60fa4b9",
              "IPY_MODEL_8d9520fb554246118e07f53b0a50ddb2"
            ],
            "layout": "IPY_MODEL_567bcd4653d744919ed53e334542760a"
          }
        },
        "6071e0600a0441a79530cf283f4a7df0": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "60bfc1ee63d94d4593c4524562b2238a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "61e1bd6dc34b446989f2b0e970a598a6": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "61ffe5a5e91c45cead79c9e40b1fc440": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "question",
            "layout": "IPY_MODEL_94aded2622ca44f9812d5df0b7e90dd6",
            "style": "IPY_MODEL_bd9a23af73574f54b6418bd8fced0713",
            "tooltip": "Get help",
            "value": false
          }
        },
        "6362225fe416468e9d097cc2ffed1a7f": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "MNDWI",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_b55af3250b024e54bebe663b06d392e1",
            "style": "IPY_MODEL_9d881661992e4f769511b93fa5fe4cea",
            "value": false
          }
        },
        "63832be9b8a24461a8410dc402f3e768": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "LabelModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "LabelModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "LabelView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_9337a2a26fa1490fafe726f67fb5c712",
            "placeholder": "​",
            "style": "IPY_MODEL_c3c4de82e4264d54802975f44dbbb102",
            "value": "Value"
          }
        },
        "654b33fb288a4acd9e211a1b2185977a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "MNDVI",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_74d0610dafc6488cadd88a0de561f6a9",
            "style": "IPY_MODEL_b7e69e37f3844594b146023efb1a6a53",
            "value": true
          }
        },
        "65a61cc81b704b94a0cad5c4db1e8b8c": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "6688aa0eef834553b259664f5bd98459": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "66c2d7596a4040aeb88dbd2ef7b6b88d": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "677704591ee844f48645757b1ad4e82f": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "694bf9bb577f40e9bd69f2eef8d5244b": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletMapModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletMapModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletMapView",
            "bottom": 1010885,
            "bounce_at_zoom_limits": true,
            "box_zoom": true,
            "center": [
              6.507550840689617,
              3.4002685546875004
            ],
            "close_popup_on_click": true,
            "controls": [
              "IPY_MODEL_f7c5b2715edd4bbb91c0dcf96d6bb34a",
              "IPY_MODEL_7df3260c14da490bb131c6d8d7ebb490",
              "IPY_MODEL_7581127bce774a95afc5376b2eaa2cb2",
              "IPY_MODEL_83d106371ca1435790300b5b1a34b4e3",
              "IPY_MODEL_b4093967a3e048048885adf7ca04f692",
              "IPY_MODEL_52c8667d3d244448a1a2a6539ec98328",
              "IPY_MODEL_055168507d1b4c558ee7f6f176bd86ae",
              "IPY_MODEL_6fcf22b0b44f410fb63512a5101396ff"
            ],
            "crs": {
              "custom": false,
              "name": "EPSG3857"
            },
            "default_style": "IPY_MODEL_336c9824cc0f453cb9826738f2bab745",
            "double_click_zoom": true,
            "dragging": true,
            "dragging_style": "IPY_MODEL_18bf6d11573c4bae8fa7b4ab43f502c1",
            "east": 3.5128784179687504,
            "fullscreen": false,
            "inertia": true,
            "inertia_deceleration": 3000,
            "inertia_max_speed": 1500,
            "interpolation": "bilinear",
            "keyboard": true,
            "keyboard_pan_offset": 80,
            "keyboard_zoom_offset": 1,
            "layers": [
              "IPY_MODEL_97f87935dcca4f98a999a7b370649058",
              "IPY_MODEL_e3fd482d40b3434ab6411c02b42074ab",
              "IPY_MODEL_dc9e216e2cd04664a6de2bbfea742841",
              "IPY_MODEL_0bebdf9744954fd6b577db909a5fd2b3",
              "IPY_MODEL_1139cd36232c485c99983cb76a7c6610",
              "IPY_MODEL_b4b2ca3b220141ec82979da2a63f5767",
              "IPY_MODEL_a2c4ff8628d3422e80fa6133decf7bc0",
              "IPY_MODEL_df685dafeac8437b8adbcc434c07f2ff",
              "IPY_MODEL_e472b3cf49ad4e2c8c677b3b749f8dbf",
              "IPY_MODEL_a484eb12e77c41378e6e05ab43f7c123",
              "IPY_MODEL_aeacd59dcae34c5b9d5766325f09ebfe"
            ],
            "layout": "IPY_MODEL_17eb804631e747188318cc5e33aca732",
            "left": 1067728,
            "max_zoom": 24,
            "min_zoom": null,
            "modisdate": "2023-12-07",
            "north": 6.558714833012541,
            "options": [
              "bounce_at_zoom_limits",
              "box_zoom",
              "center",
              "close_popup_on_click",
              "double_click_zoom",
              "dragging",
              "fullscreen",
              "inertia",
              "inertia_deceleration",
              "inertia_max_speed",
              "interpolation",
              "keyboard",
              "keyboard_pan_offset",
              "keyboard_zoom_offset",
              "max_zoom",
              "min_zoom",
              "prefer_canvas",
              "scroll_wheel_zoom",
              "tap",
              "tap_tolerance",
              "touch_zoom",
              "world_copy_jump",
              "zoom",
              "zoom_animation_threshold",
              "zoom_delta",
              "zoom_snap"
            ],
            "panes": {},
            "prefer_canvas": false,
            "right": 1069040,
            "scroll_wheel_zoom": true,
            "south": 6.456381636197875,
            "style": "IPY_MODEL_336c9824cc0f453cb9826738f2bab745",
            "tap": true,
            "tap_tolerance": 15,
            "top": 1010285,
            "touch_zoom": true,
            "west": 3.2876586914062504,
            "window_url": "https://ih8wsr4c9jm-496ff2e9c6d22116-0-colab.googleusercontent.com/outputframe.html?vrz=colab_20231206-060120_RC00_588388130",
            "world_copy_jump": false,
            "zoom": 13,
            "zoom_animation_threshold": 4,
            "zoom_delta": 1,
            "zoom_snap": 1
          }
        },
        "697181d03f7f43e59625a3b7099c9bb2": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "6c37f753bf18460282677a76059e7c29": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_8cd54607e8cd452ab61818bc2087a596",
            "style": "IPY_MODEL_dbbe3e0df0be47439c15d9afc709f7e7",
            "tooltip": "OpenStreetMap.Mapnik"
          }
        },
        "6c907e661e5242208b51a2017d0f249a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_f3e413d2effb488c84b09fb7887b51bf",
            "style": "IPY_MODEL_5651c4b84da64adbbd1f0efd75989370",
            "tooltip": "MNDVI"
          }
        },
        "6d4b0e3004a74c27b0acdc5953be1d5a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "6e15e8ada7ea40fe8b63282aa3572461": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "6e31ae6f286343d38c3d78e00c831d2e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "adjust",
            "layout": "IPY_MODEL_5e3b9d2826c84a66917a42bd2a54af4d",
            "style": "IPY_MODEL_fa68fe7e879f4fad87a8f2de77776c63",
            "tooltip": "Planet imagery",
            "value": false
          }
        },
        "6e42dfa90c104bfe92d6f80aa85c6b15": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_7f716872791144b8928b3b4f5abbc38b",
            "style": "IPY_MODEL_cd3be672200249cda897139c1e811df5",
            "tooltip": "samples"
          }
        },
        "6e8f6816db0141c8bd782b7de0199aa7": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletWidgetControlModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletWidgetControlModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletWidgetControlView",
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "options": [
              "position",
              "transparent_bg"
            ],
            "position": "topright",
            "transparent_bg": false,
            "widget": "IPY_MODEL_9ab36db0cc0d453ea6fae93d9732b164"
          }
        },
        "6fcf22b0b44f410fb63512a5101396ff": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletDrawControlModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletDrawControlModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletDrawControlView",
            "circle": {},
            "circlemarker": {},
            "data": [],
            "edit": true,
            "marker": {
              "shapeOptions": {
                "color": "#3388ff"
              }
            },
            "options": [
              "position"
            ],
            "polygon": {
              "shapeOptions": {}
            },
            "polyline": {
              "shapeOptions": {}
            },
            "position": "topleft",
            "rectangle": {
              "shapeOptions": {
                "color": "#3388ff"
              }
            },
            "remove": true
          }
        },
        "70f035d4af864113b40f6d4e6575340d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "713989bf8ddd4c0282bc6f57f001f8a6": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "72d3c31c9a614c0d832c2ef5b212c71e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "736745eb8a9a4a8ab1ad16658dcc1e52": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "All layers on/off",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_ce4fcd9e1f0e40989926c9f1e569b8fc",
            "style": "IPY_MODEL_446785a2542847098e1bc0530305307c",
            "value": false
          }
        },
        "7401ac316d27442fbd4acf02ce38e5a3": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "74d0610dafc6488cadd88a0de561f6a9": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "7581127bce774a95afc5376b2eaa2cb2": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletFullScreenControlModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletFullScreenControlModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletFullScreenControlView",
            "options": [
              "position"
            ],
            "position": "topleft"
          }
        },
        "768270fb574f41fc968eeeca52edb2e2": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "76a8d0148f1d4e928d98a6668869095d": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "76e5be2a89ee4bdcb36b08f2e73d4458": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_40dde268904e4a56a29290cb6e5380bc",
              "IPY_MODEL_4b05a4490f854ffcb6c5b2347c5291cf",
              "IPY_MODEL_14d7a070380f4f35aafb4325c6a04ee9"
            ],
            "layout": "IPY_MODEL_7f2b93e8839d4b96b5696e5b9f92b1c4"
          }
        },
        "7726a202f7ce4b4b94deb1a0e770d834": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "77f5c0b420074c38834a8a54f0f63f2d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_f483c236794447a6a89a59dcb86d1b86",
              "IPY_MODEL_1820df206d254581a31e2fa7932ec86c",
              "IPY_MODEL_48595f47635f4b07ad2ef168f0111e28"
            ],
            "layout": "IPY_MODEL_eb8d59b8dd90449b953126fe55ae1f61"
          }
        },
        "78f3f69effad49459ffacc367d7b891b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "7918e2dbcff946a3b72fbecf52358a8f": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_0686f890be854fc99493a7c51198da0b",
              "IPY_MODEL_591b277a5dcc4614914f20f37419582c",
              "IPY_MODEL_966da3c2daaf4643b7228ebbfbf609c7"
            ],
            "layout": "IPY_MODEL_a2a43b8827304a4699db0324b77f4827"
          }
        },
        "79a559419ff845078d1df6ca219d81c2": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "7b3e4d3619954f64b8de3aa8f85bf52f": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "7c4381c541f54fbd9d1e0e33f46a8fbe": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "folder-open",
            "layout": "IPY_MODEL_1135c1a70f7240c79916cb5eb04c96a9",
            "style": "IPY_MODEL_efa9ad434e8541969bfaad081455eae8",
            "tooltip": "Open local vector/raster data",
            "value": false
          }
        },
        "7cdf00e3704547888176719034f0ec70": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "7dc21cccb295464292f8eafc2af1b75a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "7df1ece0c0984d99bb146ab2c5a8d7cf": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "7df3260c14da490bb131c6d8d7ebb490": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletZoomControlModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletZoomControlModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletZoomControlView",
            "options": [
              "position",
              "zoom_in_text",
              "zoom_in_title",
              "zoom_out_text",
              "zoom_out_title"
            ],
            "position": "topleft",
            "zoom_in_text": "+",
            "zoom_in_title": "Zoom in",
            "zoom_out_text": "-",
            "zoom_out_title": "Zoom out"
          }
        },
        "7f2b93e8839d4b96b5696e5b9f92b1c4": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "7f716872791144b8928b3b4f5abbc38b": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "7fef7cf15f424fe2aef91c9263ca6fae": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "7ff47986b6024333ae3f86cab918ff7d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "807fee0898dc46ac818ff882a54d6da7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_2cb6d998fc9c40aaaad07771f26e5273",
              "IPY_MODEL_6e42dfa90c104bfe92d6f80aa85c6b15",
              "IPY_MODEL_ca6f8e75bb474c9dbb3ce9c8bf57ff80"
            ],
            "layout": "IPY_MODEL_ddfb905ea72f4fec87535cc9708af26c"
          }
        },
        "80d94c52da16437f955658a999e95bcd": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "813e42cb075e43c0b115f4ca7de22564": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 25px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "30ex"
          }
        },
        "8147f591a8b64d7a9713cc622ec4e14a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_5f09c9d17d7243c2ae6e901131d6acac",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_de3cb97054cb450e81d7f369a0e742fd",
            "value": 1
          }
        },
        "81cc47aaa51d4eb0a5537f6289cd01cf": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "820cbf84858e456f9ed56ec66ff10492": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "MNDWI",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_9ed0490ca17d4cce9a5895125a7a3899",
            "style": "IPY_MODEL_add29a5c3cd64a23b526b4a3fc806605",
            "value": false
          }
        },
        "826db806affb4be39bec83aed2f3d6f0": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "832acc3920be44cfa9bf7b4814b0bffe": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "83d106371ca1435790300b5b1a34b4e3": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletScaleControlModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletScaleControlModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletScaleControlView",
            "imperial": true,
            "max_width": 100,
            "metric": true,
            "options": [
              "imperial",
              "max_width",
              "metric",
              "position",
              "update_when_idle"
            ],
            "position": "bottomleft",
            "update_when_idle": false
          }
        },
        "84c1ee8fc71c4897873082e841b74a46": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "84d2241ea6944570ad711e1ceb43d2fb": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "VBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "VBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "VBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_736745eb8a9a4a8ab1ad16658dcc1e52",
              "IPY_MODEL_3c1b2e95c29c4490a3a56c755002934e",
              "IPY_MODEL_1249a3c5c05149c4ae3c61cd95c74065",
              "IPY_MODEL_ddad0fb5df9246288dc4cb05d6dce57b",
              "IPY_MODEL_35d1d55c1da64e17a24fd83711269696",
              "IPY_MODEL_e66b2f9b13da417d901475de5b368f9f",
              "IPY_MODEL_1f2d15c0f6df4e4385aaa83ca29455ce",
              "IPY_MODEL_0b5f7057f0d74d1bb82dae5a90a6e001",
              "IPY_MODEL_51de49a60ad04f1692d17e6cfcf2fbdc",
              "IPY_MODEL_807fee0898dc46ac818ff882a54d6da7",
              "IPY_MODEL_76e5be2a89ee4bdcb36b08f2e73d4458"
            ],
            "layout": "IPY_MODEL_0027bc3c72f24b308098be4af2b2d69f"
          }
        },
        "87b39758c8114d71a5c2eebdc785d8e0": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_eb02f3ea186f4b3b98392cbe75401d3b",
            "style": "IPY_MODEL_fc52d5359cc344cf82e8e1a563bb7308",
            "tooltip": "FCC"
          }
        },
        "88df2160306e4f5e96b3a5fea99ba63c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "8b7b3e32ae23430a9945c6c307555405": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "initial"
          }
        },
        "8bfe6d28e5a0438b9a56849b9df63203": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "8cd54607e8cd452ab61818bc2087a596": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "8d9520fb554246118e07f53b0a50ddb2": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ColorPickerModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ColorPickerModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ColorPickerView",
            "concise": false,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_0032fa2a08f04222b27050c5dc7a23b0",
            "style": "IPY_MODEL_8b7b3e32ae23430a9945c6c307555405",
            "value": "#3388ff"
          }
        },
        "8da63639ee0e444ea2fc0086d3573ebd": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "8e0a802b51414d9488ff92c73905a019": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "917e7df5cafe4a33ac0cc8e701d109e3": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "92000b3e3605426086e89f7304fe2a17": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "9337a2a26fa1490fafe726f67fb5c712": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": "flex",
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": "center",
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "100px"
          }
        },
        "9364c604cafb4f8bb793625688bb517b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "TextModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "TextModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "TextView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_0032fa2a08f04222b27050c5dc7a23b0",
            "placeholder": "Integer",
            "style": "IPY_MODEL_befa6af7f8df48ab94eda1923f6c8b77",
            "value": "1"
          }
        },
        "93d073aefdfc4c7e9df9a492355696ee": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "94735ac0fa28412ba0e91bcae9642309": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "94aded2622ca44f9812d5df0b7e90dd6": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "96286f27b2324e0388115dbbc9894ebe": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "966da3c2daaf4643b7228ebbfbf609c7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_368f2c8578c84a2386074b288e418f30",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_4891bc36b0dd43a4a3411df5fc6f387b",
            "value": 1
          }
        },
        "97e04cb7657443448fb5be5f6d9ddc1e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "97f87935dcca4f98a999a7b370649058": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletTileLayerModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletTileLayerModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletTileLayerView",
            "attribution": "&copy; <a href=\"https://www.openstreetmap.org/copyright\">OpenStreetMap</a> contributors",
            "base": true,
            "bottom": true,
            "bounds": null,
            "detect_retina": false,
            "loading": false,
            "max_native_zoom": null,
            "max_zoom": 19,
            "min_native_zoom": null,
            "min_zoom": 1,
            "name": "OpenStreetMap.Mapnik",
            "no_wrap": false,
            "opacity": 1,
            "options": [
              "attribution",
              "bounds",
              "detect_retina",
              "max_native_zoom",
              "max_zoom",
              "min_native_zoom",
              "min_zoom",
              "no_wrap",
              "tile_size",
              "tms",
              "zoom_offset"
            ],
            "pane": "",
            "popup": null,
            "popup_max_height": null,
            "popup_max_width": 300,
            "popup_min_width": 50,
            "show_loading": false,
            "subitems": [],
            "tile_size": 256,
            "tms": false,
            "url": "https://tile.openstreetmap.org/{z}/{x}/{y}.png",
            "visible": true,
            "zoom_offset": 0
          }
        },
        "9846b14dcc0b44e98e7abfe456f408c4": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "989bca1f971444bc98978c954f76e604": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "9a357b532780470c966c1341c67404ec": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_13815b95c83e43e5a15eebdf1ca6aa37",
            "style": "IPY_MODEL_de0f436e9a814f54916349f97cbf3dab",
            "tooltip": "NDBI"
          }
        },
        "9ab36db0cc0d453ea6fae93d9732b164": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "VBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "VBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "VBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_117f87ee40cd4b2b90b75f662e623e66",
              "IPY_MODEL_17139c619b8f4f889994fbd10976826e",
              "IPY_MODEL_5f7e19b716f24897b38101826faa7312",
              "IPY_MODEL_15d6477e2cee43b3b7f3a8de3fb9de30"
            ],
            "layout": "IPY_MODEL_2381d6e0fb534289a408566c33622af8"
          }
        },
        "9b51f26e53ca4623a6620189c53b90b3": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_48191edf4fc54e2586c93108b1c402d5",
            "style": "IPY_MODEL_a7cc2393eead47ce9ebac0bce3edd860",
            "tooltip": "2022 LULC 10m"
          }
        },
        "9d722e8bb950456cb9c8ba781e18e1aa": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "9d881661992e4f769511b93fa5fe4cea": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "9ed0490ca17d4cce9a5895125a7a3899": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "9edee75c608043499157cef8af543163": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "9f1b92a7bb5544cb82f7e40d7cf884f1": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "9f79dc41734449bebb6b017a17be35d1": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "samples",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_f6f921b96aab400e9c148e1034337f87",
            "style": "IPY_MODEL_677704591ee844f48645757b1ad4e82f",
            "value": false
          }
        },
        "a088ea74f0ff4c4180a8ea9aa95581e1": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "fast-forward",
            "layout": "IPY_MODEL_3c1da88d8fa34b05b0177d045845745a",
            "style": "IPY_MODEL_1ba2fa9e32e44d748109711689e1dc26",
            "tooltip": "Activate timeslider",
            "value": false
          }
        },
        "a0ed27e127c5455da43c901ad2c23111": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "28px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "28px"
          }
        },
        "a2a43b8827304a4699db0324b77f4827": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "a2c4ff8628d3422e80fa6133decf7bc0": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletTileLayerModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletTileLayerModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletTileLayerView",
            "attribution": "Google Earth Engine",
            "base": false,
            "bottom": true,
            "bounds": null,
            "detect_retina": false,
            "loading": false,
            "max_native_zoom": null,
            "max_zoom": 24,
            "min_native_zoom": null,
            "min_zoom": 0,
            "name": "2022 LULC 10m",
            "no_wrap": false,
            "opacity": 1,
            "options": [
              "attribution",
              "bounds",
              "detect_retina",
              "max_native_zoom",
              "max_zoom",
              "min_native_zoom",
              "min_zoom",
              "no_wrap",
              "tile_size",
              "tms",
              "zoom_offset"
            ],
            "pane": "",
            "popup": null,
            "popup_max_height": null,
            "popup_max_width": 300,
            "popup_min_width": 50,
            "show_loading": false,
            "subitems": [],
            "tile_size": 256,
            "tms": false,
            "url": "https://earthengine.googleapis.com/v1/projects/earthengine-legacy/maps/9d2477dc259e3d97a33c670917969775-6b0dc3c8373171c0648969984b1214aa/tiles/{z}/{x}/{y}",
            "visible": false,
            "zoom_offset": 0
          }
        },
        "a3c5532b3c534f45ab91a5465e3a210e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "google",
            "layout": "IPY_MODEL_47c4a2c67b0048089d81220b97d40a3a",
            "style": "IPY_MODEL_2ae6f3464deb40f5b0b3ee8b5e35642c",
            "tooltip": "GEE Toolbox for cloud computing",
            "value": false
          }
        },
        "a3e51a22c729493398d843b378289d84": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "server",
            "layout": "IPY_MODEL_a0ed27e127c5455da43c901ad2c23111",
            "style": "IPY_MODEL_5d750ce354c44e2c971df1bbd8115baa",
            "tooltip": "Layer Manager",
            "value": true
          }
        },
        "a3f5687ccae5463b98e3153186e707d4": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "a45e59046d6440adb341c1519b36f782": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "a484eb12e77c41378e6e05ab43f7c123": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletTileLayerModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletTileLayerModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletTileLayerView",
            "attribution": "Google Earth Engine",
            "base": false,
            "bottom": true,
            "bounds": null,
            "detect_retina": false,
            "loading": false,
            "max_native_zoom": null,
            "max_zoom": 24,
            "min_native_zoom": null,
            "min_zoom": 0,
            "name": "Drawn Features",
            "no_wrap": false,
            "opacity": 0.5,
            "options": [
              "attribution",
              "bounds",
              "detect_retina",
              "max_native_zoom",
              "max_zoom",
              "min_native_zoom",
              "min_zoom",
              "no_wrap",
              "tile_size",
              "tms",
              "zoom_offset"
            ],
            "pane": "",
            "popup": null,
            "popup_max_height": null,
            "popup_max_width": 300,
            "popup_min_width": 50,
            "show_loading": false,
            "subitems": [],
            "tile_size": 256,
            "tms": false,
            "url": "https://earthengine.googleapis.com/v1/projects/earthengine-legacy/maps/708007ca4fa1733e384bf25da9939801-4614d91b72148709104dba805495e64b/tiles/{z}/{x}/{y}",
            "visible": false,
            "zoom_offset": 0
          }
        },
        "a4ad5209d84d4d8c8d727c085dc06644": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "info",
            "layout": "IPY_MODEL_7dc21cccb295464292f8eafc2af1b75a",
            "style": "IPY_MODEL_a3f5687ccae5463b98e3153186e707d4",
            "tooltip": "Inspector",
            "value": false
          }
        },
        "a5c327b4764d483bb7a56caafcbcad40": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_af12b7f3c3d94a27ae2768793414a93d",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_ec205488ba5f4139bd03b6db021929cd",
            "value": 1
          }
        },
        "a610022cc18641958f33d787904d0c53": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_7726a202f7ce4b4b94deb1a0e770d834",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_44bab9183f954e22945f4c5709ace9e3",
            "value": 1
          }
        },
        "a7b5d514a2af40db8aea4beb687b1e3b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_31de27f7ddcb4d8f9e18ac2284729529",
              "IPY_MODEL_5695112a266e496680447b998b81fa1d"
            ],
            "layout": "IPY_MODEL_5ea3dde2b5644acb8d772a95768e86f3"
          }
        },
        "a7cc2393eead47ce9ebac0bce3edd860": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "a83cd25da9234db9a86861a126d32a39": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": "none",
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "a9caea51586348c39753c525926780bb": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "aa57c21ff1424e65a52ec93bc11fd151": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_ac6d0aa3bc6c46bba262c9891326ee9a",
              "IPY_MODEL_e6f638e212244e2c8ee1f52df25eacfe",
              "IPY_MODEL_2f110c859c614d2785cc8075d76903a7"
            ],
            "layout": "IPY_MODEL_378fc0cc80384036b24a5e985a62a56a"
          }
        },
        "aa5da20b29f442eaa752e17ab9d443f4": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "aa990a8e920c439a897f6993dcbc14af": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_40897958c1df4206b227fb70e8e7a64f",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_cfca2b3fe90649bc8d2790ee5b77fd42",
            "value": 1
          }
        },
        "ac6d0aa3bc6c46bba262c9891326ee9a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "NEW ESRI Field",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_65a61cc81b704b94a0cad5c4db1e8b8c",
            "style": "IPY_MODEL_ba94f231a1704f5f84ca5633baad7ef9",
            "value": false
          }
        },
        "add29a5c3cd64a23b526b4a3fc806605": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "ae1380426c144dcab428a5005e6d942d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "aeacd59dcae34c5b9d5766325f09ebfe": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletTileLayerModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletTileLayerModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletTileLayerView",
            "attribution": "Google Earth Engine",
            "base": false,
            "bottom": true,
            "bounds": null,
            "detect_retina": false,
            "loading": false,
            "max_native_zoom": null,
            "max_zoom": 24,
            "min_native_zoom": null,
            "min_zoom": 0,
            "name": "classified",
            "no_wrap": false,
            "opacity": 1,
            "options": [
              "attribution",
              "bounds",
              "detect_retina",
              "max_native_zoom",
              "max_zoom",
              "min_native_zoom",
              "min_zoom",
              "no_wrap",
              "tile_size",
              "tms",
              "zoom_offset"
            ],
            "pane": "",
            "popup": null,
            "popup_max_height": null,
            "popup_max_width": 300,
            "popup_min_width": 50,
            "show_loading": false,
            "subitems": [],
            "tile_size": 256,
            "tms": false,
            "url": "https://earthengine.googleapis.com/v1/projects/earthengine-legacy/maps/e88f0b0da29a3cedb057d0e157efbaea-14c3acfb41cdb38a70d3b280e156f6b3/tiles/{z}/{x}/{y}",
            "visible": true,
            "zoom_offset": 0
          }
        },
        "af12b7f3c3d94a27ae2768793414a93d": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "af7f40a39f8744008601c4f1e3bd7162": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "All layers on/off",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_813e42cb075e43c0b115f4ca7de22564",
            "style": "IPY_MODEL_70f035d4af864113b40f6d4e6575340d",
            "value": false
          }
        },
        "b0d902b89a61404296f4316d342ea857": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_93d073aefdfc4c7e9df9a492355696ee",
            "style": "IPY_MODEL_249f775a36cd4596b5a816f3d657175d",
            "tooltip": "AOI"
          }
        },
        "b2218798f38b48c3b6613a1a6de53156": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "minus",
            "layout": "IPY_MODEL_b7e52faf6c0841fab5e3e276b110a76a",
            "style": "IPY_MODEL_46d53c2f90f847efa74caa17fdb1794f",
            "tooltip": "Collapse toolbar",
            "value": false
          }
        },
        "b245c5836e3c4436a2f4945987a95ec9": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "b272b802ff9f4f629988b0c5408a3cdd": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "b4093967a3e048048885adf7ca04f692": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletMeasureControlModel",
          "state": {
            "_custom_units": {},
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletMeasureControlModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletMeasureControlView",
            "active_color": "orange",
            "capture_z_index": 10000,
            "completed_color": "#C8F2BE",
            "options": [
              "active_color",
              "capture_z_index",
              "completed_color",
              "popup_options",
              "position",
              "primary_area_unit",
              "primary_length_unit",
              "secondary_area_unit",
              "secondary_length_unit"
            ],
            "popup_options": {
              "autoPanPadding": [
                10,
                10
              ],
              "className": "leaflet-measure-resultpopup"
            },
            "position": "bottomleft",
            "primary_area_unit": "acres",
            "primary_length_unit": "kilometers",
            "secondary_area_unit": null,
            "secondary_length_unit": null
          }
        },
        "b4b2ca3b220141ec82979da2a63f5767": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletTileLayerModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletTileLayerModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletTileLayerView",
            "attribution": "Google Earth Engine",
            "base": false,
            "bottom": true,
            "bounds": null,
            "detect_retina": false,
            "loading": false,
            "max_native_zoom": null,
            "max_zoom": 24,
            "min_native_zoom": null,
            "min_zoom": 0,
            "name": "MNDWI",
            "no_wrap": false,
            "opacity": 1,
            "options": [
              "attribution",
              "bounds",
              "detect_retina",
              "max_native_zoom",
              "max_zoom",
              "min_native_zoom",
              "min_zoom",
              "no_wrap",
              "tile_size",
              "tms",
              "zoom_offset"
            ],
            "pane": "",
            "popup": null,
            "popup_max_height": null,
            "popup_max_width": 300,
            "popup_min_width": 50,
            "show_loading": false,
            "subitems": [],
            "tile_size": 256,
            "tms": false,
            "url": "https://earthengine.googleapis.com/v1/projects/earthengine-legacy/maps/d250cfe6d03a91f4ef53c62bfb473b29-52e7d97db95029cee10b57063c4f5cca/tiles/{z}/{x}/{y}",
            "visible": false,
            "zoom_offset": 0
          }
        },
        "b55af3250b024e54bebe663b06d392e1": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "b586cfb5cdc74d4db48b1dd226fe15e1": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "b704cf8bd16f477a8be368bfe4aff1b7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_cdde6611e4a54c65982b2aeb83f2c59e",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_78f3f69effad49459ffacc367d7b891b",
            "value": 1
          }
        },
        "b796789b2566461880e34b2070a42d0a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "FCC",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_6688aa0eef834553b259664f5bd98459",
            "style": "IPY_MODEL_38e870e3e16e48c8a99c378717d5c3d6",
            "value": false
          }
        },
        "b7e52faf6c0841fab5e3e276b110a76a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "b7e69e37f3844594b146023efb1a6a53": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "b85dde8b219043beb61536e17afe22f9": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_c43812050a4e4f51a604405407dfe0eb",
            "style": "IPY_MODEL_92000b3e3605426086e89f7304fe2a17",
            "tooltip": "OpenStreetMap.Mapnik"
          }
        },
        "b94dda825f404d1fbf5935162b318cba": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "b9564eebf24e48b2a8270b9ebac0642f": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "28px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "28px"
          }
        },
        "ba94f231a1704f5f84ca5633baad7ef9": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "babc7285337046149e4717ff2051741d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_6d4b0e3004a74c27b0acdc5953be1d5a",
            "style": "IPY_MODEL_2cc7e7ba24ce49dc838642daf63d1cc1",
            "tooltip": "MNDWI"
          }
        },
        "bd9a23af73574f54b6418bd8fced0713": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "be068449c9294b7b90d5108aa93d4159": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "be8b97e2e6d74425ab33099850c68b2c": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "befa6af7f8df48ab94eda1923f6c8b77": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "bf221ebffd20488ebabbea026c1189cc": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "bf3c605dc2274ec69f716cdb408f3295": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "bf671e0cf26d481e8b437141a5086f87": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "c04009377c5b4dcca7fc6f1920b42331": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "c1a74be2dfb74671b71411fa3d1e86e9": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletDrawControlModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletDrawControlModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletDrawControlView",
            "circle": {},
            "circlemarker": {},
            "data": [
              {
                "geometry": {
                  "coordinates": [
                    [
                      [
                        3.411255,
                        6.501581
                      ],
                      [
                        3.411255,
                        6.511474
                      ],
                      [
                        3.423958,
                        6.511474
                      ],
                      [
                        3.423958,
                        6.501581
                      ],
                      [
                        3.411255,
                        6.501581
                      ]
                    ]
                  ],
                  "type": "Polygon"
                },
                "properties": {
                  "style": {
                    "attribution": null,
                    "bubblingMouseEvents": true,
                    "clickable": true,
                    "color": "#3388ff",
                    "dashArray": null,
                    "dashOffset": null,
                    "fill": true,
                    "fillColor": null,
                    "fillOpacity": 0.2,
                    "fillRule": "evenodd",
                    "interactive": true,
                    "lineCap": "round",
                    "lineJoin": "round",
                    "noClip": false,
                    "opacity": 0.5,
                    "pane": "overlayPane",
                    "smoothFactor": 1,
                    "stroke": true,
                    "weight": 4
                  }
                },
                "type": "Feature"
              },
              {
                "geometry": {
                  "coordinates": [
                    [
                      [
                        3.417091,
                        6.532963
                      ],
                      [
                        3.417091,
                        6.542172
                      ],
                      [
                        3.427734,
                        6.542172
                      ],
                      [
                        3.427734,
                        6.532963
                      ],
                      [
                        3.417091,
                        6.532963
                      ]
                    ]
                  ],
                  "type": "Polygon"
                },
                "properties": {
                  "style": {
                    "clickable": true,
                    "color": "#3388ff",
                    "fill": true,
                    "fillColor": null,
                    "fillOpacity": 0.2,
                    "opacity": 0.5,
                    "stroke": true,
                    "weight": 4
                  }
                },
                "type": "Feature"
              }
            ],
            "edit": false,
            "marker": {
              "repeatMode": false,
              "shapeOptions": {
                "color": "#3388ff"
              }
            },
            "options": [
              "position"
            ],
            "polygon": {
              "repeatMode": false,
              "shapeOptions": {
                "color": "#3388ff"
              }
            },
            "polyline": {},
            "position": "topleft",
            "rectangle": {
              "repeatMode": false,
              "shapeOptions": {
                "color": "#3388ff"
              }
            },
            "remove": false
          }
        },
        "c2697d7a29d84ee0a106a29984c29d5b": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "c29d1fbaeb804c4cbb7ba8d6df4c792a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "c37afa5e82e74929aa0d17b505b43581": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonsStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonsStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_width": "99px",
            "description_width": "",
            "font_weight": ""
          }
        },
        "c39d671fc7604c9d90948c75ff556f31": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "c3c4de82e4264d54802975f44dbbb102": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "c43812050a4e4f51a604405407dfe0eb": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "c43bd73b91e647febe479f40e1c385ab": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "server",
            "layout": "IPY_MODEL_5772f5f4a674409ba0e4c0d2edc4e628",
            "style": "IPY_MODEL_1247a972cd054fe486acd30ea95c770b",
            "tooltip": "Layers",
            "value": false
          }
        },
        "c4cdea2eb61b493c8381a8d905e52fb8": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "c5395dcc15264e5c8d66b3cd43b0c299": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "c55ed546fefb487aabc2e5d6257c0126": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "c773cdb8865844b1b9d9974a29f9ddd0": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "c7a1b7c7eced4d7691dcf0306b0b1459": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "AOI",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_e1bfeecccf674e78ae180ecc20602da9",
            "style": "IPY_MODEL_f4a9a31dc819400b9a5d1892aa7afb5e",
            "value": true
          }
        },
        "c94b39d5c01c472798dee3a7aab70d29": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "ca6f8e75bb474c9dbb3ce9c8bf57ff80": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_1d58f96f956d43669be85fb11d09c379",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_3f52684c16bb402b8691fe3ef281857e",
            "value": 1
          }
        },
        "cab26a38abd344898ce96ea018d82a79": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_84c1ee8fc71c4897873082e841b74a46",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_8e0a802b51414d9488ff92c73905a019",
            "value": 1
          }
        },
        "cbddcf7daebb4914a4a83794834b582b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_96286f27b2324e0388115dbbc9894ebe",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_5a95b8397db84ee284680479bbc124c0",
            "value": 1
          }
        },
        "ccce80556d4b4e4fa1ad0fccd2336cda": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "cd3be672200249cda897139c1e811df5": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "cdde6611e4a54c65982b2aeb83f2c59e": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "80px"
          }
        },
        "ce4fcd9e1f0e40989926c9f1e569b8fc": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 25px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "30ex"
          }
        },
        "cefde6a8304f4781bf72439381611fea": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "random",
            "layout": "IPY_MODEL_a45e59046d6440adb341c1519b36f782",
            "style": "IPY_MODEL_5e1400afd1cd497d805ebc804a6c53cd",
            "tooltip": "Sankey plots",
            "value": false
          }
        },
        "cfca2b3fe90649bc8d2790ee5b77fd42": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "d4374414b41f4a31a41e9932b4e98a3d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_2ce3d4612e354373bf7a4776e93d9341",
            "style": "IPY_MODEL_d7dcfea72d69400992683b52bc642bb1",
            "tooltip": "MNDVI"
          }
        },
        "d7c88bec2b8a419b83d3988c4f091d7f": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "d7dcfea72d69400992683b52bc642bb1": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "dae7f7dbe8aa4be290f8ba1a0777d014": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "db09f7f449af4d9197050e7ef60fa4b9": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "TextModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "TextModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "TextView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_0032fa2a08f04222b27050c5dc7a23b0",
            "placeholder": "String",
            "style": "IPY_MODEL_e9242ce9a4c24687a60f72f9422aa96f",
            "value": "water"
          }
        },
        "db917f98f78e464ba7b97771574a7c47": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_76a8d0148f1d4e928d98a6668869095d",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_7ff47986b6024333ae3f86cab918ff7d",
            "value": 1
          }
        },
        "dbbe3e0df0be47439c15d9afc709f7e7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "dbd6db7af91343438a3a43f3126121c2": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_c7a1b7c7eced4d7691dcf0306b0b1459",
              "IPY_MODEL_dd6f3b081b0e42138f18b3988cdc2df3",
              "IPY_MODEL_8147f591a8b64d7a9713cc622ec4e14a"
            ],
            "layout": "IPY_MODEL_d7c88bec2b8a419b83d3988c4f091d7f"
          }
        },
        "dc2f7ff2957f4898af25565ff88573b5": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "28px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "28px"
          }
        },
        "dc9e216e2cd04664a6de2bbfea742841": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletTileLayerModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletTileLayerModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletTileLayerView",
            "attribution": "Google Earth Engine",
            "base": false,
            "bottom": true,
            "bounds": null,
            "detect_retina": false,
            "loading": false,
            "max_native_zoom": null,
            "max_zoom": 24,
            "min_native_zoom": null,
            "min_zoom": 0,
            "name": "FCC",
            "no_wrap": false,
            "opacity": 1,
            "options": [
              "attribution",
              "bounds",
              "detect_retina",
              "max_native_zoom",
              "max_zoom",
              "min_native_zoom",
              "min_zoom",
              "no_wrap",
              "tile_size",
              "tms",
              "zoom_offset"
            ],
            "pane": "",
            "popup": null,
            "popup_max_height": null,
            "popup_max_width": 300,
            "popup_min_width": 50,
            "show_loading": false,
            "subitems": [],
            "tile_size": 256,
            "tms": false,
            "url": "https://earthengine.googleapis.com/v1/projects/earthengine-legacy/maps/045d1d5a87596275b6fefafecf00236b-12adeeeaf143c6b71ff463c646df9b55/tiles/{z}/{x}/{y}",
            "visible": false,
            "zoom_offset": 0
          }
        },
        "dca910c6446a4e248678b5a803fd326d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "MNDVI",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_1b6d23775c144dc49f0a6c7e2ecba036",
            "style": "IPY_MODEL_8da63639ee0e444ea2fc0086d3573ebd",
            "value": true
          }
        },
        "dd6f3b081b0e42138f18b3988cdc2df3": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_b586cfb5cdc74d4db48b1dd226fe15e1",
            "style": "IPY_MODEL_2f467176a2144485a718c944a7cafd46",
            "tooltip": "AOI"
          }
        },
        "ddad0fb5df9246288dc4cb05d6dce57b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_b796789b2566461880e34b2070a42d0a",
              "IPY_MODEL_87b39758c8114d71a5c2eebdc785d8e0",
              "IPY_MODEL_cbddcf7daebb4914a4a83794834b582b"
            ],
            "layout": "IPY_MODEL_3cb88f35dd254831a7cfc747130658e1"
          }
        },
        "ddfb905ea72f4fec87535cc9708af26c": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "de0f436e9a814f54916349f97cbf3dab": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "de14c878e8be41349eaa0965b29e5e50": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_820cbf84858e456f9ed56ec66ff10492",
              "IPY_MODEL_5a63c0db5b0f481e9ef3206c5d0a9749",
              "IPY_MODEL_cab26a38abd344898ce96ea018d82a79"
            ],
            "layout": "IPY_MODEL_c55ed546fefb487aabc2e5d6257c0126"
          }
        },
        "de3cb97054cb450e81d7f369a0e742fd": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "de96f327d88446fea4425394455cae46": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "df685dafeac8437b8adbcc434c07f2ff": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletTileLayerModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletTileLayerModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletTileLayerView",
            "attribution": "Google Earth Engine",
            "base": false,
            "bottom": true,
            "bounds": null,
            "detect_retina": false,
            "loading": false,
            "max_native_zoom": null,
            "max_zoom": 24,
            "min_native_zoom": null,
            "min_zoom": 0,
            "name": "NEW ESRI Field",
            "no_wrap": false,
            "opacity": 1,
            "options": [
              "attribution",
              "bounds",
              "detect_retina",
              "max_native_zoom",
              "max_zoom",
              "min_native_zoom",
              "min_zoom",
              "no_wrap",
              "tile_size",
              "tms",
              "zoom_offset"
            ],
            "pane": "",
            "popup": null,
            "popup_max_height": null,
            "popup_max_width": 300,
            "popup_min_width": 50,
            "show_loading": false,
            "subitems": [],
            "tile_size": 256,
            "tms": false,
            "url": "https://earthengine.googleapis.com/v1/projects/earthengine-legacy/maps/f7ab40770f252034668787d86780b968-ef08a8c0999ee9f4a8db524190fea86f/tiles/{z}/{x}/{y}",
            "visible": false,
            "zoom_offset": 0
          }
        },
        "e104b68c7fbb42e4ac71c74c6c1d6b5d": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "e1bfeecccf674e78ae180ecc20602da9": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "e3524dcb3dd846749d1dc459c314b3d6": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "e3c0bc78a9304c189103d4fa22396159": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "e3fd482d40b3434ab6411c02b42074ab": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletTileLayerModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletTileLayerModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletTileLayerView",
            "attribution": "Google Earth Engine",
            "base": false,
            "bottom": true,
            "bounds": null,
            "detect_retina": false,
            "loading": false,
            "max_native_zoom": null,
            "max_zoom": 24,
            "min_native_zoom": null,
            "min_zoom": 0,
            "name": "AOI",
            "no_wrap": false,
            "opacity": 1,
            "options": [
              "attribution",
              "bounds",
              "detect_retina",
              "max_native_zoom",
              "max_zoom",
              "min_native_zoom",
              "min_zoom",
              "no_wrap",
              "tile_size",
              "tms",
              "zoom_offset"
            ],
            "pane": "",
            "popup": null,
            "popup_max_height": null,
            "popup_max_width": 300,
            "popup_min_width": 50,
            "show_loading": false,
            "subitems": [],
            "tile_size": 256,
            "tms": false,
            "url": "https://earthengine.googleapis.com/v1/projects/earthengine-legacy/maps/f6b80431bb861852c010bf9f9eaa7154-8a31576780095957fad81552317135fc/tiles/{z}/{x}/{y}",
            "visible": true,
            "zoom_offset": 0
          }
        },
        "e472b3cf49ad4e2c8c677b3b749f8dbf": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletTileLayerModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletTileLayerModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletTileLayerView",
            "attribution": "Google Earth Engine",
            "base": false,
            "bottom": true,
            "bounds": null,
            "detect_retina": false,
            "loading": false,
            "max_native_zoom": null,
            "max_zoom": 24,
            "min_native_zoom": null,
            "min_zoom": 0,
            "name": "samples",
            "no_wrap": false,
            "opacity": 1,
            "options": [
              "attribution",
              "bounds",
              "detect_retina",
              "max_native_zoom",
              "max_zoom",
              "min_native_zoom",
              "min_zoom",
              "no_wrap",
              "tile_size",
              "tms",
              "zoom_offset"
            ],
            "pane": "",
            "popup": null,
            "popup_max_height": null,
            "popup_max_width": 300,
            "popup_min_width": 50,
            "show_loading": false,
            "subitems": [],
            "tile_size": 256,
            "tms": false,
            "url": "https://earthengine.googleapis.com/v1/projects/earthengine-legacy/maps/7001e7a97a71b44977ff8515110b34d6-8c3872fe55b5a6dc7ff6d4e760c5ddc0/tiles/{z}/{x}/{y}",
            "visible": false,
            "zoom_offset": 0
          }
        },
        "e55a4e75ac0f4b10b71f6805aca41df3": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "e66b2f9b13da417d901475de5b368f9f": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_f3fab960b55b433caa8faddff8307290",
              "IPY_MODEL_9a357b532780470c966c1341c67404ec",
              "IPY_MODEL_a610022cc18641958f33d787904d0c53"
            ],
            "layout": "IPY_MODEL_a9caea51586348c39753c525926780bb"
          }
        },
        "e6e8e97bffd1487cbd3e7f97d134e870": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "28px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "28px"
          }
        },
        "e6f638e212244e2c8ee1f52df25eacfe": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ButtonView",
            "button_style": "",
            "description": "",
            "disabled": false,
            "icon": "gear",
            "layout": "IPY_MODEL_557835c8a721453cae88ca7db7274cf0",
            "style": "IPY_MODEL_ed9b8cc77e854c3a9363f1c3f7116185",
            "tooltip": "NEW ESRI Field"
          }
        },
        "e72f32912ad24b29bf282585088e4458": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "e83ef3adc1a64e29b36984d34e894800": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "e9242ce9a4c24687a60f72f9422aa96f": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "e994bfe848544ede90caacb855d6626e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "NDBI",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_eaa9fd35b7934a65a4756b3c8a4e7fb9",
            "style": "IPY_MODEL_595391d452e14e7983c69e48586baae0",
            "value": false
          }
        },
        "e9f7d048debf4a85b0cf2c1338315803": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "ea4cf271b9b348c7997039dcfdeb15fd": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "OpenStreetMap.Mapnik",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_2ad58c682c6c45f3b7301316162601a8",
            "style": "IPY_MODEL_4240d42caef5494fac88c8cd4c9217aa",
            "value": true
          }
        },
        "ea8413d4e0244f79811d377751a8cd62": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "eaa9fd35b7934a65a4756b3c8a4e7fb9": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "eb02f3ea186f4b3b98392cbe75401d3b": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "eb8d59b8dd90449b953126fe55ae1f61": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "ebb69ea386094ff1bc1cf4da9502f70a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "ec205488ba5f4139bd03b6db021929cd": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "ed9b8cc77e854c3a9363f1c3f7116185": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "ee8559387b174fd8858d2783ca3892ba": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "efa9ad434e8541969bfaad081455eae8": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "f08ba6261f1646acbb4d891f773fd5ea": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "f1411e4ec41a4a5fb6b154c8486b3546": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "28px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "28px"
          }
        },
        "f33cb216bc0247bb95769e0ed6b70943": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 8px 0px 8px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "f36bdaf762654e65b979629099b01619": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "f3e413d2effb488c84b09fb7887b51bf": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "25px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "25px"
          }
        },
        "f3fab960b55b433caa8faddff8307290": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "NDBI",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_be068449c9294b7b90d5108aa93d4159",
            "style": "IPY_MODEL_97e04cb7657443448fb5be5f6d9ddc1e",
            "value": false
          }
        },
        "f483c236794447a6a89a59dcb86d1b86": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "2022 LULC 10m",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_826db806affb4be39bec83aed2f3d6f0",
            "style": "IPY_MODEL_7fef7cf15f424fe2aef91c9263ca6fae",
            "value": false
          }
        },
        "f4a9a31dc819400b9a5d1892aa7afb5e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "f5954dd90afd4cd2934c934e4762efb5": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatSliderModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatSliderModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "FloatSliderView",
            "continuous_update": true,
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "layout": "IPY_MODEL_c39d671fc7604c9d90948c75ff556f31",
            "max": 1,
            "min": 0,
            "orientation": "horizontal",
            "readout": false,
            "readout_format": ".2f",
            "step": 0.01,
            "style": "IPY_MODEL_de96f327d88446fea4425394455cae46",
            "value": 1
          }
        },
        "f5a85e4d93244982abc887a59b43b676": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "CheckboxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "CheckboxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "CheckboxView",
            "description": "OpenStreetMap.Mapnik",
            "description_tooltip": null,
            "disabled": false,
            "indent": false,
            "layout": "IPY_MODEL_c4cdea2eb61b493c8381a8d905e52fb8",
            "style": "IPY_MODEL_e9f7d048debf4a85b0cf2c1338315803",
            "value": true
          }
        },
        "f6f921b96aab400e9c148e1034337f87": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "f77b7a2a30294d0cb5c3ee762f02b574": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "auto",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": "0px 0px 0px 4px",
            "right": null,
            "top": null,
            "visibility": null,
            "width": "auto"
          }
        },
        "f7c5b2715edd4bbb91c0dcf96d6bb34a": {
          "model_module": "jupyter-leaflet",
          "model_module_version": "^0.18",
          "model_name": "LeafletWidgetControlModel",
          "state": {
            "_model_module": "jupyter-leaflet",
            "_model_module_version": "^0.18",
            "_model_name": "LeafletWidgetControlModel",
            "_view_count": null,
            "_view_module": "jupyter-leaflet",
            "_view_module_version": "^0.18",
            "_view_name": "LeafletWidgetControlView",
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "options": [
              "position",
              "transparent_bg"
            ],
            "position": "topleft",
            "transparent_bg": false,
            "widget": "IPY_MODEL_309794a960804653801ff0f9a075904d"
          }
        },
        "f80974828d524d26b9d155503c1d699e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "globe",
            "layout": "IPY_MODEL_16fad046db57486a97fc3522c12c0410",
            "style": "IPY_MODEL_242aedce5cd44c5383dbb6dd4a1d4c0c",
            "tooltip": "Search location/data",
            "value": false
          }
        },
        "f916ab13afc746098b81354e11f6f84a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "SliderStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "SliderStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": "",
            "handle_color": null
          }
        },
        "fa68fe7e879f4fad87a8f2de77776c63": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "fc52d5359cc344cf82e8e1a563bb7308": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "fd23d48f57ec41e4a62bfe6fae193948": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "VBoxModel",
          "state": {
            "_dom_classes": [
              "geemap-colab"
            ],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "VBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "VBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_55a5aa5aef124defa0cd692bd2ee4126",
              "IPY_MODEL_4230bd6fa76e45ccb0ef0554f2648710"
            ],
            "layout": "IPY_MODEL_32cd06da1b8f400b9d5a8802bb277d9e"
          }
        },
        "fd66648a87cf41f38f845e7b831be61a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ButtonStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ButtonStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "button_color": null,
            "font_weight": ""
          }
        },
        "fdd0412491ec4ec59a1e5435c436e5af": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": "18px",
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": "140px"
          }
        },
        "fe168b97c8404ec89e48fdfe2d94f2b0": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ToggleButtonModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ToggleButtonModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ToggleButtonView",
            "button_style": "primary",
            "description": "",
            "description_tooltip": null,
            "disabled": false,
            "icon": "globe",
            "layout": "IPY_MODEL_e3524dcb3dd846749d1dc459c314b3d6",
            "style": "IPY_MODEL_88df2160306e4f5e96b3a5fea99ba63c",
            "tooltip": "Create timelapse",
            "value": false
          }
        },
        "ff06368005d94dbe9cdcdb6831bf9aa5": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "ffdefed1f7254b80accdf62f079f5eaa": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        }
      }
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}