diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
index 2031cd3..e427d02 100644
--- a/.github/workflows/python.yml
+++ b/.github/workflows/python.yml
@@ -13,7 +13,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.10", "3.11"]
+        python-version: ["3.10", "3.11", "3.12"]
 
     steps:
       - uses: actions/checkout@v4
diff --git a/.python-version b/.python-version
index 9da55c1..92536a9 100644
--- a/.python-version
+++ b/.python-version
@@ -1 +1 @@
-cpython@3.11.5
+3.12.0
diff --git a/.vscode/settings.json b/.vscode/settings.json
index 5ca62b8..1ee97da 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,5 +1,7 @@
 {
-  "editor.rulers": [88],
+  "[python]": {
+    "editor.defaultFormatter": "charliermarsh.ruff"
+  },
   "python.analysis.importFormat": "relative",
   "python.analysis.typeCheckingMode": "basic",
   "python.testing.pytestEnabled": true
diff --git a/requirements-dev.lock b/requirements-dev.lock
index fcd1bb6..75d9ad9 100644
--- a/requirements-dev.lock
+++ b/requirements-dev.lock
@@ -9,129 +9,125 @@
 -e file:.
 affine==2.4.0
 appnope==0.1.3
-asttokens==2.4.0
+asttokens==2.4.1
 attrs==23.1.0
-babel==2.12.1
-backcall==0.2.0
+babel==2.13.1
 beautifulsoup4==4.12.2
-black==23.9.0
-bleach==6.0.0
+black==23.10.1
+bleach==6.1.0
 branca==0.6.0
 certifi==2023.7.22
-charset-normalizer==3.2.0
+charset-normalizer==3.3.2
 click==8.1.7
 click-plugins==1.1.1
 cligj==0.7.2
 colorama==0.4.6
 comm==0.1.4
-contourpy==1.1.0
-cycler==0.11.0
-debugpy==1.7.0
+contourpy==1.2.0
+cycler==0.12.1
+debugpy==1.8.0
 decorator==5.1.1
 defusedxml==0.7.1
-executing==1.2.0
-fastjsonschema==2.18.0
-fiona==1.9.4.post1
+executing==2.0.1
+fastjsonschema==2.18.1
+fiona==1.9.5
 folium==0.14.0
-fonttools==4.42.1
-geopandas==0.13.2
+fonttools==4.44.0
+geopandas==0.14.0
 ghp-import==2.1.0
-griffe==0.36.1
+griffe==0.36.9
 idna==3.4
 iniconfig==2.0.0
-ipykernel==6.25.2
-ipython==8.15.0
-jedi==0.19.0
+ipykernel==6.26.0
+ipython==8.17.2
+jedi==0.19.1
 jinja2==3.1.2
 joblib==1.3.2
-jsonschema==4.19.0
+jsonschema==4.19.2
 jsonschema-specifications==2023.7.1
-jupyter-client==8.3.1
-jupyter-core==5.3.1
+jupyter-client==8.5.0
+jupyter-core==5.5.0
 jupyterlab-pygments==0.2.2
-jupytext==1.15.1
+jupytext==1.15.2
 kiwisolver==1.4.5
-mapclassify==2.6.0
-markdown==3.4.4
+mapclassify==2.6.1
+markdown==3.5.1
 markdown-it-py==3.0.0
 markupsafe==2.1.3
-matplotlib==3.7.2
+matplotlib==3.8.1
 matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
 mergedeep==1.3.4
-mistune==3.0.1
-mkdocs==1.5.2
+mistune==3.0.2
+mkdocs==1.5.3
 mkdocs-autorefs==0.5.0
-mkdocs-jupyter==0.24.2
-mkdocs-material==9.2.8
-mkdocs-material-extensions==1.1.1
+mkdocs-jupyter==0.24.6
+mkdocs-material==9.4.7
+mkdocs-material-extensions==1.3
 mkdocstrings==0.23.0
-mkdocstrings-python==1.6.2
+mkdocstrings-python==1.7.3
 mypy-extensions==1.0.0
 nbclient==0.8.0
-nbconvert==7.8.0
+nbconvert==7.10.0
 nbformat==5.9.2
-nest-asyncio==1.5.7
-networkx==3.1
+nest-asyncio==1.5.8
+networkx==3.2.1
 nodeenv==1.8.0
-numpy==1.25.2
-packaging==23.1
+numpy==1.26.1
+packaging==23.2
 paginate==0.5.6
-pandas==2.1.0
+pandas==2.1.2
 pandocfilters==1.5.0
 parso==0.8.3
 pathspec==0.11.2
 pexpect==4.8.0
-pickleshare==0.7.5
-pillow==10.0.0
-platformdirs==3.10.0
+pillow==10.1.0
+platformdirs==3.11.0
 pluggy==1.3.0
 prompt-toolkit==3.0.39
-psutil==5.9.5
+psutil==5.9.6
 ptyprocess==0.7.0
 pure-eval==0.2.2
 pygments==2.16.1
-pymdown-extensions==10.3
-pyparsing==3.0.9
-pyproj==3.6.0
-pyright==1.1.325
-pytest==7.4.1
+pymdown-extensions==10.3.1
+pyparsing==3.1.1
+pyproj==3.6.1
+pyright==1.1.334
+pytest==7.4.3
 python-dateutil==2.8.2
 python-dotenv==1.0.0
 pytz==2023.3.post1
 pyyaml==6.0.1
 pyyaml-env-tag==0.1
 pyzmq==25.1.1
-rasterio==1.3.8
+rasterio==1.3.9
 referencing==0.30.2
-regex==2023.8.8
+regex==2023.10.3
 requests==2.31.0
-responses==0.23.3
+responses==0.24.0
 rioxarray==0.15.0
-rpds-py==0.10.2
-ruff==0.0.287
-scikit-learn==1.3.0
-scipy==1.11.2
-shapely==2.0.1
+rpds-py==0.12.0
+ruff==0.1.4
+scikit-learn==1.3.2
+scipy==1.11.3
+shapely==2.0.2
 six==1.16.0
 snuggs==1.4.7
 soupsieve==2.5
-stack-data==0.6.2
+stack-data==0.6.3
 threadpoolctl==3.2.0
 tinycss2==1.2.1
 tokenize-rt==5.2.0
 toml==0.10.2
 tornado==6.3.3
-traitlets==5.9.0
-types-pyyaml==6.0.12.11
-types-requests==2.31.0.2
-types-urllib3==1.26.25.14
+traitlets==5.13.0
+types-requests==2.31.0.10
 tzdata==2023.3
-urllib3==2.0.4
+urllib3==2.0.7
 watchdog==3.0.0
-wcwidth==0.2.6
+wcwidth==0.2.9
 webencodings==0.5.1
-xarray==2023.8.0
+xarray==2023.10.1
 # The following packages are considered to be unsafe in a requirements file:
-setuptools==68.1.2
+setuptools==68.2.2
diff --git a/requirements.lock b/requirements.lock
index 6fe94da..70af456 100644
--- a/requirements.lock
+++ b/requirements.lock
@@ -8,7 +8,7 @@
 
 -e file:.
 certifi==2023.7.22
-charset-normalizer==3.2.0
+charset-normalizer==3.3.2
 idna==3.4
 requests==2.31.0
-urllib3==2.0.4
+urllib3==2.0.7