diff --git a/.github/workflows/lint_and_test.yml b/.github/workflows/lint_and_test.yml
index 975e301..edabf60 100644
--- a/.github/workflows/lint_and_test.yml
+++ b/.github/workflows/lint_and_test.yml
@@ -51,7 +51,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.8", "3.9", "3.10"]
+        python-version: ["3.9", "3.10", "3.11", "3.12"]
     steps:
       - uses: actions/checkout@v2
       - name: Set up Python ${{ matrix.python-version }}
@@ -73,7 +73,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v2
         with:
-          python-version: 3.9
+          python-version: "3.12"
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
@@ -89,16 +89,16 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v2
         with:
-          python-version: 3.9
+          python-version: "3.12"
       - name: Generate coverage report
         run: |
           python -m pip install --upgrade pip
           pip install .[dev]
           coverage run -m pytest --doctest-modules --cov-report=xml
-      - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v1
-        with:
-          flags: unittests
-          name: codecov-umbrella
-          fail_ci_if_error: true
-          path_to_write_report: ./codecov_report.gz
+      # - name: Upload coverage to Codecov
+      #   uses: codecov/codecov-action@v1
+      #   with:
+      #     flags: unittests
+      #     name: codecov-umbrella
+      #     fail_ci_if_error: true
+      #     path_to_write_report: ./codecov_report.gz
diff --git a/cloudside/__init__.py b/cloudside/__init__.py
index a7559cf..21e1ce2 100644
--- a/cloudside/__init__.py
+++ b/cloudside/__init__.py
@@ -7,4 +7,4 @@
 
 __author__ = "Paul Hobson"
 __email__ = "pmhobson@gmail.com"
-__version__ = "0.2.1"
+__version__ = "0.3.0"
diff --git a/cloudside/storms.py b/cloudside/storms.py
index 769c625..a8756e8 100644
--- a/cloudside/storms.py
+++ b/cloudside/storms.py
@@ -1,3 +1,5 @@
+from datetime import timedelta
+
 import numpy
 import pandas
 
@@ -74,7 +76,7 @@ def parse_record(
     Returns
     -------
     parsed_storms : pandas.DataFrame
-        Copy of the origin `hydrodata` DataFrame, but resampled to a
+        Copy of the original `data` DataFrame, but resampled to a
         fixed frequency, columns possibly renamed, and a `storm` column
         added to denote the storm to which each record belongs. Records
         where `storm` == 0 are not a part of any storm.
@@ -139,6 +141,13 @@ def parse_record(
         )
     )
 
+    # fix trailing zeroes on the last storm
+    last_storm = res[stormcol].max()
+    last_storm_end = res.loc[
+        res[stormcol].eq(last_storm) & res[precipcol].gt(0)
+    ].index.max() + (2 * freq)
+    res.loc[last_storm_end:, stormcol] = 0
+
     if not debug:
         res = res.loc[:, res.columns.map(lambda c: not c.startswith("__"))]
 
diff --git a/cloudside/tests/__init__.py b/cloudside/tests/__init__.py
index 339de56..9576947 100644
--- a/cloudside/tests/__init__.py
+++ b/cloudside/tests/__init__.py
@@ -1,11 +1,11 @@
-from pkg_resources import resource_filename
+from importlib import resources
 from contextlib import contextmanager
 
 import pytest
 
 
 def get_test_file(filename):
-    return resource_filename("cloudside.tests.data", filename)
+    return resources.files("cloudside.tests.data").joinpath(filename)
 
 
 def raises(error):
diff --git a/cloudside/tests/data/teststorm_firstobs.csv b/cloudside/tests/data/teststorm_firstobs.csv
index 80027e7..cb8a105 100644
--- a/cloudside/tests/data/teststorm_firstobs.csv
+++ b/cloudside/tests/data/teststorm_firstobs.csv
@@ -510,32 +510,32 @@ date,rain,influent,effluent,storm
 2013-05-21 13:50:00,0.01,90.0,37.0,2
 2013-05-21 13:55:00,0.01,85.0,33.0,2
 2013-05-21 14:00:00,0.0,80.0,32.0,2
-2013-05-21 14:05:00,0.0,75.0,30.0,2
-2013-05-21 14:10:00,0.0,70.0,28.0,2
-2013-05-21 14:15:00,0.0,65.0,27.0,2
-2013-05-21 14:20:00,0.0,60.0,25.0,2
-2013-05-21 14:25:00,0.0,55.0,23.0,2
-2013-05-21 14:30:00,0.0,50.0,22.0,2
-2013-05-21 14:35:00,0.0,45.0,20.0,2
-2013-05-21 14:40:00,0.0,40.0,18.0,2
-2013-05-21 14:45:00,0.0,37.0,17.0,2
-2013-05-21 14:50:00,0.0,34.0,15.0,2
-2013-05-21 14:55:00,0.0,31.0,13.0,2
-2013-05-21 15:00:00,0.0,28.0,12.0,2
-2013-05-21 15:05:00,0.0,25.0,11.0,2
-2013-05-21 15:10:00,0.0,22.0,10.0,2
-2013-05-21 15:15:00,0.0,20.0,9.0,2
-2013-05-21 15:20:00,0.0,18.0,8.0,2
-2013-05-21 15:25:00,0.0,16.0,7.0,2
-2013-05-21 15:30:00,0.0,14.0,7.0,2
-2013-05-21 15:35:00,0.0,12.0,6.0,2
-2013-05-21 15:40:00,0.0,10.0,5.0,2
-2013-05-21 15:45:00,0.0,8.0,5.0,2
-2013-05-21 15:50:00,0.0,6.0,4.0,2
-2013-05-21 15:55:00,0.0,5.0,3.0,2
-2013-05-21 16:00:00,0.0,4.0,3.0,2
-2013-05-21 16:05:00,0.0,3.0,2.0,2
-2013-05-21 16:10:00,0.0,2.0,2.0,2
-2013-05-21 16:15:00,0.0,1.0,1.0,2
-2013-05-21 16:20:00,0.0,0.0,1.0,2
-2013-05-21 16:25:00,0.0,0.0,1.0,2
+2013-05-21 14:05:00,0.0,75.0,30.0,0
+2013-05-21 14:10:00,0.0,70.0,28.0,0
+2013-05-21 14:15:00,0.0,65.0,27.0,0
+2013-05-21 14:20:00,0.0,60.0,25.0,0
+2013-05-21 14:25:00,0.0,55.0,23.0,0
+2013-05-21 14:30:00,0.0,50.0,22.0,0
+2013-05-21 14:35:00,0.0,45.0,20.0,0
+2013-05-21 14:40:00,0.0,40.0,18.0,0
+2013-05-21 14:45:00,0.0,37.0,17.0,0
+2013-05-21 14:50:00,0.0,34.0,15.0,0
+2013-05-21 14:55:00,0.0,31.0,13.0,0
+2013-05-21 15:00:00,0.0,28.0,12.0,0
+2013-05-21 15:05:00,0.0,25.0,11.0,0
+2013-05-21 15:10:00,0.0,22.0,10.0,0
+2013-05-21 15:15:00,0.0,20.0,9.0,0
+2013-05-21 15:20:00,0.0,18.0,8.0,0
+2013-05-21 15:25:00,0.0,16.0,7.0,0
+2013-05-21 15:30:00,0.0,14.0,7.0,0
+2013-05-21 15:35:00,0.0,12.0,6.0,0
+2013-05-21 15:40:00,0.0,10.0,5.0,0
+2013-05-21 15:45:00,0.0,8.0,5.0,0
+2013-05-21 15:50:00,0.0,6.0,4.0,0
+2013-05-21 15:55:00,0.0,5.0,3.0,0
+2013-05-21 16:00:00,0.0,4.0,3.0,0
+2013-05-21 16:05:00,0.0,3.0,2.0,0
+2013-05-21 16:10:00,0.0,2.0,2.0,0
+2013-05-21 16:15:00,0.0,1.0,1.0,0
+2013-05-21 16:20:00,0.0,0.0,1.0,0
+2013-05-21 16:25:00,0.0,0.0,1.0,0
diff --git a/cloudside/tests/data/teststorm_simple.csv b/cloudside/tests/data/teststorm_simple.csv
index 7d14452..d39ebbc 100644
--- a/cloudside/tests/data/teststorm_simple.csv
+++ b/cloudside/tests/data/teststorm_simple.csv
@@ -511,32 +511,32 @@ date,rain,influent,effluent,storm
 2013-05-21 13:50:00,0.01,90.0,37.0,2
 2013-05-21 13:55:00,0.01,85.0,33.0,2
 2013-05-21 14:00:00,0.0,80.0,32.0,2
-2013-05-21 14:05:00,0.0,75.0,30.0,2
-2013-05-21 14:10:00,0.0,70.0,28.0,2
-2013-05-21 14:15:00,0.0,65.0,27.0,2
-2013-05-21 14:20:00,0.0,60.0,25.0,2
-2013-05-21 14:25:00,0.0,55.0,23.0,2
-2013-05-21 14:30:00,0.0,50.0,22.0,2
-2013-05-21 14:35:00,0.0,45.0,20.0,2
-2013-05-21 14:40:00,0.0,40.0,18.0,2
-2013-05-21 14:45:00,0.0,37.0,17.0,2
-2013-05-21 14:50:00,0.0,34.0,15.0,2
-2013-05-21 14:55:00,0.0,31.0,13.0,2
-2013-05-21 15:00:00,0.0,28.0,12.0,2
-2013-05-21 15:05:00,0.0,25.0,11.0,2
-2013-05-21 15:10:00,0.0,22.0,10.0,2
-2013-05-21 15:15:00,0.0,20.0,9.0,2
-2013-05-21 15:20:00,0.0,18.0,8.0,2
-2013-05-21 15:25:00,0.0,16.0,7.0,2
-2013-05-21 15:30:00,0.0,14.0,7.0,2
-2013-05-21 15:35:00,0.0,12.0,6.0,2
-2013-05-21 15:40:00,0.0,10.0,5.0,2
-2013-05-21 15:45:00,0.0,8.0,5.0,2
-2013-05-21 15:50:00,0.0,6.0,4.0,2
-2013-05-21 15:55:00,0.0,5.0,3.0,2
-2013-05-21 16:00:00,0.0,4.0,3.0,2
-2013-05-21 16:05:00,0.0,3.0,2.0,2
-2013-05-21 16:10:00,0.0,2.0,2.0,2
-2013-05-21 16:15:00,0.0,1.0,1.0,2
-2013-05-21 16:20:00,0.0,0.0,1.0,2
-2013-05-21 16:25:00,0.0,0.0,1.0,2
+2013-05-21 14:05:00,0.0,75.0,30.0,0
+2013-05-21 14:10:00,0.0,70.0,28.0,0
+2013-05-21 14:15:00,0.0,65.0,27.0,0
+2013-05-21 14:20:00,0.0,60.0,25.0,0
+2013-05-21 14:25:00,0.0,55.0,23.0,0
+2013-05-21 14:30:00,0.0,50.0,22.0,0
+2013-05-21 14:35:00,0.0,45.0,20.0,0
+2013-05-21 14:40:00,0.0,40.0,18.0,0
+2013-05-21 14:45:00,0.0,37.0,17.0,0
+2013-05-21 14:50:00,0.0,34.0,15.0,0
+2013-05-21 14:55:00,0.0,31.0,13.0,0
+2013-05-21 15:00:00,0.0,28.0,12.0,0
+2013-05-21 15:05:00,0.0,25.0,11.0,0
+2013-05-21 15:10:00,0.0,22.0,10.0,0
+2013-05-21 15:15:00,0.0,20.0,9.0,0
+2013-05-21 15:20:00,0.0,18.0,8.0,0
+2013-05-21 15:25:00,0.0,16.0,7.0,0
+2013-05-21 15:30:00,0.0,14.0,7.0,0
+2013-05-21 15:35:00,0.0,12.0,6.0,0
+2013-05-21 15:40:00,0.0,10.0,5.0,0
+2013-05-21 15:45:00,0.0,8.0,5.0,0
+2013-05-21 15:50:00,0.0,6.0,4.0,0
+2013-05-21 15:55:00,0.0,5.0,3.0,0
+2013-05-21 16:00:00,0.0,4.0,3.0,0
+2013-05-21 16:05:00,0.0,3.0,2.0,0
+2013-05-21 16:10:00,0.0,2.0,2.0,0
+2013-05-21 16:15:00,0.0,1.0,1.0,0
+2013-05-21 16:20:00,0.0,0.0,1.0,0
+2013-05-21 16:25:00,0.0,0.0,1.0,0
diff --git a/cloudside/tests/data/teststorm_singular.csv b/cloudside/tests/data/teststorm_singular.csv
index 313d256..fed626a 100644
--- a/cloudside/tests/data/teststorm_singular.csv
+++ b/cloudside/tests/data/teststorm_singular.csv
@@ -443,32 +443,32 @@ date,rain,influent,effluent,storm
 2013-05-21 13:50:00,0.01,90.0,37.0,3
 2013-05-21 13:55:00,0.01,85.0,33.0,3
 2013-05-21 14:00:00,0.0,80.0,32.0,3
-2013-05-21 14:05:00,0.0,75.0,30.0,3
-2013-05-21 14:10:00,0.0,70.0,28.0,3
-2013-05-21 14:15:00,0.0,65.0,27.0,3
-2013-05-21 14:20:00,0.0,60.0,25.0,3
-2013-05-21 14:25:00,0.0,55.0,23.0,3
-2013-05-21 14:30:00,0.0,50.0,22.0,3
-2013-05-21 14:35:00,0.0,45.0,20.0,3
-2013-05-21 14:40:00,0.0,40.0,18.0,3
-2013-05-21 14:45:00,0.0,37.0,17.0,3
-2013-05-21 14:50:00,0.0,34.0,15.0,3
-2013-05-21 14:55:00,0.0,31.0,13.0,3
-2013-05-21 15:00:00,0.0,28.0,12.0,3
-2013-05-21 15:05:00,0.0,25.0,11.0,3
-2013-05-21 15:10:00,0.0,22.0,10.0,3
-2013-05-21 15:15:00,0.0,20.0,9.0,3
-2013-05-21 15:20:00,0.0,18.0,8.0,3
-2013-05-21 15:25:00,0.0,16.0,7.0,3
-2013-05-21 15:30:00,0.0,14.0,7.0,3
-2013-05-21 15:35:00,0.0,12.0,6.0,3
-2013-05-21 15:40:00,0.0,10.0,5.0,3
-2013-05-21 15:45:00,0.0,8.0,5.0,3
-2013-05-21 15:50:00,0.0,6.0,4.0,3
-2013-05-21 15:55:00,0.0,5.0,3.0,3
-2013-05-21 16:00:00,0.0,4.0,3.0,3
-2013-05-21 16:05:00,0.0,3.0,2.0,3
-2013-05-21 16:10:00,0.0,2.0,2.0,3
-2013-05-21 16:15:00,0.0,1.0,1.0,3
-2013-05-21 16:20:00,0.0,0.0,1.0,3
-2013-05-21 16:25:00,0.0,0.0,1.0,3
+2013-05-21 14:05:00,0.0,75.0,30.0,0
+2013-05-21 14:10:00,0.0,70.0,28.0,0
+2013-05-21 14:15:00,0.0,65.0,27.0,0
+2013-05-21 14:20:00,0.0,60.0,25.0,0
+2013-05-21 14:25:00,0.0,55.0,23.0,0
+2013-05-21 14:30:00,0.0,50.0,22.0,0
+2013-05-21 14:35:00,0.0,45.0,20.0,0
+2013-05-21 14:40:00,0.0,40.0,18.0,0
+2013-05-21 14:45:00,0.0,37.0,17.0,0
+2013-05-21 14:50:00,0.0,34.0,15.0,0
+2013-05-21 14:55:00,0.0,31.0,13.0,0
+2013-05-21 15:00:00,0.0,28.0,12.0,0
+2013-05-21 15:05:00,0.0,25.0,11.0,0
+2013-05-21 15:10:00,0.0,22.0,10.0,0
+2013-05-21 15:15:00,0.0,20.0,9.0,0
+2013-05-21 15:20:00,0.0,18.0,8.0,0
+2013-05-21 15:25:00,0.0,16.0,7.0,0
+2013-05-21 15:30:00,0.0,14.0,7.0,0
+2013-05-21 15:35:00,0.0,12.0,6.0,0
+2013-05-21 15:40:00,0.0,10.0,5.0,0
+2013-05-21 15:45:00,0.0,8.0,5.0,0
+2013-05-21 15:50:00,0.0,6.0,4.0,0
+2013-05-21 15:55:00,0.0,5.0,3.0,0
+2013-05-21 16:00:00,0.0,4.0,3.0,0
+2013-05-21 16:05:00,0.0,3.0,2.0,0
+2013-05-21 16:10:00,0.0,2.0,2.0,0
+2013-05-21 16:15:00,0.0,1.0,1.0,0
+2013-05-21 16:20:00,0.0,0.0,1.0,0
+2013-05-21 16:25:00,0.0,0.0,1.0,0
diff --git a/cloudside/tests/test_asos.py b/cloudside/tests/test_asos.py
index ab0102c..a60d094 100644
--- a/cloudside/tests/test_asos.py
+++ b/cloudside/tests/test_asos.py
@@ -143,7 +143,7 @@ def test_fetch_files(ftp_login, ftp_retr):
         )
         assert isinstance(raw_paths, filter)
         assert all([(isinstance(rp, pathlib.Path) or (rp is None)) for rp in raw_paths])
-        assert ftp_login.called_once_with("tester@cloudside.net")
+        ftp_login.assert_called_once_with(passwd="tester@cloudside.net")
         assert ftp_retr.call_count == 5
 
 
diff --git a/cloudside/tests/test_viz.py b/cloudside/tests/test_viz.py
index a2885d1..3f97958 100644
--- a/cloudside/tests/test_viz.py
+++ b/cloudside/tests/test_viz.py
@@ -161,25 +161,6 @@ def test_rose(test_data):
     return fig
 
 
-@pytest.mark.mpl_image_compare(**IMG_OPTS)
-def test_windrose_short(short_data):
-    fig, ax1, ax2 = _make_polar_fig()
-    with warnings.catch_warnings():
-        warnings.simplefilter("ignore")
-        _ = viz.windRose(
-            short_data.assign(WindSpd=short_data["WindSpd"] * 1.15),
-            spd_units="mph",
-            ax=ax1,
-            spdcol="WindSpd",
-            dircol="WindDir",
-        )
-        _ = viz.windRose(
-            short_data, spdcol="WindSpd", dircol="WindDir", spd_units="kt", ax=ax2
-        )
-    quiet_layout(fig)
-    return fig
-
-
 @pytest.mark.mpl_image_compare(**IMG_OPTS)
 def test_rose_short(short_data):
     fig, ax1, ax2 = _make_polar_fig()
diff --git a/cloudside/viz.py b/cloudside/viz.py
index eaf76cd..23a0e7a 100644
--- a/cloudside/viz.py
+++ b/cloudside/viz.py
@@ -511,11 +511,6 @@ def rose(
     return fig, rose
 
 
-@numpy.deprecate
-def windRose(dataframe, spdcol="wind_speed", dircol="wind_dir", **kwargs):
-    return rose(dataframe, spdcol, dircol, **kwargs)
-
-
 def _pct_fmt(x, pos=0):
     return "%0.1f%%" % (100 * x)
 
diff --git a/requirements.txt b/requirements.txt
index 27ba25e..8de2e6b 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,7 +1,7 @@
 click
 requests
-numpy
+numpy >= 2
 matplotlib
-pandas
+pandas >= 2
 tqdm
 metar >= 1.5