From c44a011d299966b92ac3efe27cee9e1ab7fdb915 Mon Sep 17 00:00:00 2001
From: tomsail <saillour.thomas@gmail.com>
Date: Sun, 19 May 2024 13:37:51 +0200
Subject: [PATCH] added TELEMAC support and tests

---
 poetry.lock                       | 2769 +++++++++++++++--------------
 pyproject.toml                    |    1 +
 requirements/requirements-dev.txt |  193 +-
 requirements/requirements.txt     |  118 +-
 tests/api_test.py                 |   14 +-
 tests/normalization_test.py       |    2 +
 thalassa/api.py                   |    2 +-
 thalassa/normalization.py         |   96 +-
 8 files changed, 1654 insertions(+), 1541 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index df8ae78..bb91e3b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,88 +1,88 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
-version = "3.9.0b0"
+version = "3.9.5"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -109,6 +109,17 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "ansicolors"
+version = "1.1.8"
+description = "ANSI colors for Python"
+optional = false
+python-versions = "*"
+files = [
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+]
+
 [[package]]
 name = "appnope"
 version = "0.1.4"
@@ -169,13 +180,13 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p
 
 [[package]]
 name = "babel"
-version = "2.14.0"
+version = "2.15.0"
 description = "Internationalization utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
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 description = "The uncompromising code formatter."
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 python-versions = ">=3.8"
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 [[package]]
 name = "bokeh"
-version = "3.3.4"
+version = "3.4.1"
 description = "Interactive plots and applications in the browser from Python"
 optional = false
 python-versions = ">=3.9"
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 numpy = ">=1.16"
 packaging = ">=16.8"
 pandas = ">=1.2"
 pillow = ">=7.1.0"
 PyYAML = ">=3.10"
-tornado = ">=5.1"
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 ]
 
 [package.dependencies]
@@ -348,42 +359,44 @@ doc = ["gitpython", "numpydoc", "sphinx"]
 
 [[package]]
 name = "cartopy"
-version = "0.22.0"
+version = "0.23.0"
 description = "A Python library for cartographic visualizations with Matplotlib"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
-matplotlib = ">=3.4"
+matplotlib = ">=3.5"
 numpy = ">=1.21"
 packaging = ">=20"
-pyproj = ">=3.1.0"
-pyshp = ">=2.1"
+pyproj = ">=3.3.1"
+pyshp = ">=2.3"
 shapely = ">=1.7"
 
 [package.extras]
-doc = ["beautifulsoup4", "pydata-sphinx-theme", "sphinx", "sphinx-gallery"]
+doc = ["pydata-sphinx-theme", "sphinx", "sphinx-gallery"]
 ows = ["OWSLib (>=0.20.0)", "pillow (>=6.1.0)"]
 plotting = ["pillow (>=6.1.0)", "scipy (>=1.3.1)"]
 speedups = ["fiona", "pykdtree"]
+srtm = ["beautifulsoup4"]
 test = ["coveralls", "pytest (>=5.1.2)", "pytest-cov", "pytest-mpl (>=0.11)", "pytest-xdist"]
 
 [[package]]
@@ -668,35 +681,32 @@ files = [
 
 [[package]]
 name = "colorcet"
-version = "3.0.1"
+version = "3.1.0"
 description = "Collection of perceptually uniform colormaps"
 optional = false
-python-versions = ">=2.7"
+python-versions = ">=3.7"
 files = [
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 ]
 
-[package.dependencies]
-pyct = ">=0.4.4"
-
 [package.extras]
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-doc = ["bokeh", "holoviews", "matplotlib", "nbsite (>=0.7.2rc10)", "numpy", "pydata-sphinx-theme (<0.9.0)", "sphinx-copybutton"]
+all = ["colorcet[doc]", "colorcet[examples]", "colorcet[tests-extra]", "colorcet[tests]"]
+doc = ["colorcet[examples]", "nbsite (>=0.8.4)", "sphinx-copybutton"]
 examples = ["bokeh", "holoviews", "matplotlib", "numpy"]
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-tests-extra = ["flake8", "nbsmoke (>=0.2.6)", "pytest (>=2.8.5)", "pytest-cov", "pytest-mpl"]
+tests = ["packaging", "pre-commit", "pytest (>=2.8.5)", "pytest-cov"]
+tests-examples = ["colorcet[examples]", "nbval"]
+tests-extra = ["colorcet[tests]", "pytest-mpl"]
 
 [[package]]
 name = "comm"
-version = "0.2.1"
+version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -707,64 +717,64 @@ test = ["pytest"]
 
 [[package]]
 name = "contourpy"
-version = "1.2.0"
+version = "1.2.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
-numpy = ">=1.20,<2.0"
+numpy = ">=1.20"
 
 [package.extras]
 bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.6.1)", "types-Pillow"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.8.0)", "types-Pillow"]
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
 test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
@@ -784,63 +794,63 @@ coverage = ">=6.0.2"
 
 [[package]]
 name = "coverage"
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 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
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+    {file = "coverage-7.5.1-pp38.pp39.pp310-none-any.whl", hash = "sha256:6537e7c10cc47c595828b8a8be04c72144725c383c4702703ff4e42e44577312"},
+    {file = "coverage-7.5.1.tar.gz", hash = "sha256:54de9ef3a9da981f7af93eafde4ede199e0846cd819eb27c88e2b712aae9708c"},
 ]
 
 [package.dependencies]
@@ -866,22 +876,23 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "dask"
-version = "2024.1.1"
+version = "2024.5.1"
 description = "Parallel PyData with Task Scheduling"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "dask-2024.1.1-py3-none-any.whl", hash = "sha256:860ce2797905095beff0187c214840b80c77d752dcb9098a8283e3655a762bf5"},
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+    {file = "dask-2024.5.1-py3-none-any.whl", hash = "sha256:af1cadd1fd1d1d44600ff5de43dd029e5668fdf87422131f4e3e3aa2a6a63555"},
+    {file = "dask-2024.5.1.tar.gz", hash = "sha256:e071fda67031c314569e37ca70b3e88bb30f1d91ff8ee4122b541845847cc264"},
 ]
 
 [package.dependencies]
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 click = ">=8.1"
 cloudpickle = ">=1.5.0"
-distributed = {version = "2024.1.1", optional = true, markers = "extra == \"distributed\""}
+dask-expr = {version = ">=1.1,<1.2", optional = true, markers = "extra == \"dataframe\""}
+distributed = {version = "2024.5.1", optional = true, markers = "extra == \"distributed\""}
 fsspec = ">=2021.09.0"
-importlib-metadata = ">=4.13.0"
+importlib-metadata = {version = ">=4.13.0", markers = "python_version < \"3.12\""}
 jinja2 = {version = ">=2.10.3", optional = true, markers = "extra == \"diagnostics\""}
 lz4 = {version = ">=4.3.2", optional = true, markers = "extra == \"complete\""}
 numpy = {version = ">=1.21", optional = true, markers = "extra == \"array\""}
@@ -896,20 +907,36 @@ toolz = ">=0.10.0"
 [package.extras]
 array = ["numpy (>=1.21)"]
 complete = ["dask[array,dataframe,diagnostics,distributed]", "lz4 (>=4.3.2)", "pyarrow (>=7.0)", "pyarrow-hotfix"]
-dataframe = ["dask[array]", "pandas (>=1.3)"]
+dataframe = ["dask-expr (>=1.1,<1.2)", "dask[array]", "pandas (>=1.3)"]
 diagnostics = ["bokeh (>=2.4.2)", "jinja2 (>=2.10.3)"]
-distributed = ["distributed (==2024.1.1)"]
+distributed = ["distributed (==2024.5.1)"]
 test = ["pandas[test]", "pre-commit", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist"]
 
+[[package]]
+name = "dask-expr"
+version = "1.1.1"
+description = "High Level Expressions for Dask"
+optional = false
+python-versions = ">=3.9"
+files = [
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+]
+
+[package.dependencies]
+dask = "2024.5.1"
+pandas = ">=2"
+pyarrow = ">=7.0.0"
+
 [[package]]
 name = "datashader"
-version = "0.16.0"
+version = "0.16.1"
 description = "Data visualization toolchain based on aggregating into a grid"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -928,39 +955,43 @@ toolz = "*"
 xarray = "*"
 
 [package.extras]
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+all = ["bokeh (>3.1)", "codecov", "dask-expr", "dask-geopandas", "fastparquet", "flake8", "geodatasets", "geopandas", "graphviz", "holoviews", "matplotlib (>=3.3)", "nbconvert", "nbformat", "nbsite (>=0.8.4,<0.9.0)", "nbsmoke[verify] (>0.5)", "netcdf4", "networkx", "numpydoc", "panel (>1.1)", "pyarrow", "pytest (<8)", "pytest-benchmark", "pytest-cov", "python-graphviz", "python-snappy", "rasterio", "rioxarray", "scikit-image", "shapely (>=2.0.0)", "spatialpandas", "streamz"]
+doc = ["bokeh (>3.1)", "dask-geopandas", "fastparquet", "geodatasets", "geopandas", "graphviz", "holoviews", "matplotlib (>=3.3)", "nbsite (>=0.8.4,<0.9.0)", "networkx", "numpydoc", "panel (>1.1)", "python-graphviz", "python-snappy", "rasterio", "scikit-image", "shapely (>=2.0.0)", "spatialpandas", "streamz"]
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 examples-extra = ["bokeh (>3.1)", "dask-geopandas", "fastparquet", "geodatasets", "geopandas", "graphviz", "holoviews", "matplotlib (>=3.3)", "networkx", "panel (>1.1)", "python-graphviz", "python-snappy", "rasterio", "scikit-image", "shapely (>=2.0.0)", "spatialpandas", "streamz"]
 geopandas = ["dask-geopandas", "geopandas", "shapely (>=2.0.0)"]
 gpu-tests = ["cudf", "cupy", "dask-cudf"]
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+tests = ["codecov", "dask-expr", "dask-geopandas", "flake8", "geodatasets", "geopandas", "nbconvert", "nbformat", "nbsmoke[verify] (>0.5)", "netcdf4", "pyarrow", "pytest (<8)", "pytest-benchmark", "pytest-cov", "rasterio", "rioxarray", "scikit-image", "shapely (>=2.0.0)", "spatialpandas"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.0"
+version = "1.8.1"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -976,19 +1007,19 @@ files = [
 
 [[package]]
 name = "distributed"
-version = "2024.1.1"
+version = "2024.5.1"
 description = "Distributed scheduler for Dask"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
 click = ">=8.0"
 cloudpickle = ">=1.5.0"
-dask = "2024.1.1"
+dask = "2024.5.1"
 jinja2 = ">=2.10.3"
 locket = ">=1.0.0"
 msgpack = ">=1.0.0"
@@ -1025,13 +1056,13 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.0"
+version = "1.2.1"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -1078,35 +1109,35 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "fiona"
-version = "1.9.5"
+version = "1.9.6"
 description = "Fiona reads and writes spatial data files"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1116,24 +1147,23 @@ click = ">=8.0,<9.0"
 click-plugins = ">=1.0"
 cligj = ">=0.5"
 importlib-metadata = {version = "*", markers = "python_version < \"3.10\""}
-setuptools = "*"
 six = "*"
 
 [package.extras]
-all = ["Fiona[calc,s3,test]"]
+all = ["fiona[calc,s3,test]"]
 calc = ["shapely"]
 s3 = ["boto3 (>=1.3.1)"]
-test = ["Fiona[s3]", "pytest (>=7)", "pytest-cov", "pytz"]
+test = ["fiona[s3]", "pytest (>=7)", "pytest-cov", "pytz"]
 
 [[package]]
 name = "flox"
-version = "0.9.0"
+version = "0.9.7"
 description = "GroupBy operations for dask.array"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -1150,53 +1180,53 @@ test = ["netCDF4"]
 
 [[package]]
 name = "fonttools"
-version = "4.48.1"
+version = "4.51.0"
 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -1301,13 +1331,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2024.2.0"
+version = "2024.5.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1315,7 +1345,7 @@ abfs = ["adlfs"]
 adl = ["adlfs"]
 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
-devel = ["pytest", "pytest-cov"]
+dev = ["pre-commit", "ruff"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
 fuse = ["fusepy"]
@@ -1332,31 +1362,36 @@ s3 = ["s3fs"]
 sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
+test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
 [[package]]
 name = "future"
-version = "0.18.3"
+version = "1.0.0"
 description = "Clean single-source support for Python 3 and 2"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
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 ]
 
 [[package]]
 name = "geopandas"
-version = "0.14.3"
+version = "0.14.4"
 description = "Geographic pandas extensions"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
 fiona = ">=1.8.21"
+numpy = ">=1.22"
 packaging = "*"
 pandas = ">=1.4.0"
 pyproj = ">=3.3.0"
@@ -1364,17 +1399,17 @@ shapely = ">=1.8.0"
 
 [[package]]
 name = "geoviews"
-version = "1.11.0"
+version = "1.12.0"
 description = "GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research."
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
-bokeh = ">=3.2.0,<3.4.0"
+bokeh = ">=3.4.0,<3.5.0"
 cartopy = ">=0.18.0"
 holoviews = ">=1.16.0"
 numpy = "*"
@@ -1386,14 +1421,14 @@ shapely = "*"
 xyzservices = "*"
 
 [package.extras]
-all = ["cartopy (>=0.20.0)", "codecov", "datashader", "fiona", "geodatasets", "geopandas", "graphviz", "iris (>=3.5)", "lxml", "matplotlib (>2.2)", "mock", "nbsite (>=0.8.2,<0.9.0)", "nbsmoke (>=0.2.0)", "netcdf4", "pandas", "pooch", "pyct", "pytest", "pytest-cov", "pytest-github-actions-annotate-failures", "rioxarray", "scipy", "selenium", "shapely", "xarray", "xesmf"]
-build = ["bokeh (==3.3)", "param (>=1.9.2)", "pyct (>=0.4.4)", "pyviz-comms (>=0.6.0)"]
-doc = ["cartopy (>=0.20.0)", "datashader", "fiona", "geodatasets", "geopandas", "graphviz", "iris (>=3.5)", "lxml", "matplotlib (>2.2)", "mock", "nbsite (>=0.8.2,<0.9.0)", "netcdf4", "pandas", "pooch", "pyct", "scipy", "selenium", "shapely", "xarray", "xesmf"]
+all = ["cartopy (>=0.20.0)", "codecov", "datashader", "fiona", "geodatasets", "geopandas", "graphviz", "iris (>=3.5)", "lxml", "matplotlib (>2.2)", "mock", "nbsite (>=0.8.4,<0.9.0)", "nbval", "netcdf4", "pandas", "pooch", "pyct", "pytest", "pytest-cov", "pytest-github-actions-annotate-failures", "pyviz-comms", "rioxarray", "scipy", "selenium", "shapely", "xarray", "xesmf"]
+build = ["bokeh (==3.4)", "param (>=1.9.2)", "pyct (>=0.4.4)", "setuptools"]
+doc = ["cartopy (>=0.20.0)", "datashader", "fiona", "geodatasets", "geopandas", "graphviz", "iris (>=3.5)", "lxml", "matplotlib (>2.2)", "mock", "nbsite (>=0.8.4,<0.9.0)", "netcdf4", "pandas", "pooch", "pyct", "scipy", "selenium", "shapely", "xarray", "xesmf"]
 examples-extra = ["datashader", "fiona", "geodatasets", "geopandas", "iris (>=3.5)", "matplotlib (>2.2)", "mock", "netcdf4", "pandas", "pooch", "pyct", "scipy", "shapely", "xarray", "xesmf"]
 recommended = ["datashader", "geopandas", "matplotlib (>2.2)", "netcdf4", "pandas", "pooch", "pyct", "scipy", "shapely", "xarray"]
-tests = ["fiona", "nbsmoke (>=0.2.0)", "pytest", "rioxarray"]
+tests = ["fiona", "nbval", "pytest", "rioxarray"]
 tests-ci = ["codecov", "pytest-cov", "pytest-github-actions-annotate-failures"]
-tests-core = ["geopandas", "matplotlib (>2.2)", "netcdf4", "pandas", "pooch", "pytest", "scipy", "shapely", "xarray"]
+tests-core = ["geopandas", "matplotlib (>2.2)", "netcdf4", "pandas", "pooch", "pytest", "pyviz-comms", "scipy", "shapely", "xarray"]
 
 [[package]]
 name = "ghp-import"
@@ -1414,13 +1449,13 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
 name = "griffe"
-version = "0.40.0"
+version = "0.45.1"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1446,36 +1481,32 @@ test = ["netCDF4", "pytest"]
 
 [[package]]
 name = "h5py"
-version = "3.10.0"
+version = "3.11.0"
 description = "Read and write HDF5 files from Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1483,13 +1514,13 @@ numpy = ">=1.17.3"
 
 [[package]]
 name = "holoviews"
-version = "1.18.1"
+version = "1.18.3"
 description = "Stop plotting your data - annotate your data and let it visualize itself."
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -1502,61 +1533,61 @@ param = ">=1.12.0,<3.0"
 pyviz-comms = ">=0.7.4"
 
 [package.extras]
-all = ["bokeh (>=3.1)", "cftime", "codecov", "contourpy", "cudf", "dash (>=1.16)", "dask", "datashader (>=0.11.1)", "ffmpeg", "flaky", "graphviz", "ibis-framework", "ipython (>=5.4.0)", "matplotlib (>=3)", "nbconvert", "nbsite (>=0.8.2,<0.9.0)", "nbval", "netcdf4", "networkx", "notebook", "pillow", "playwright", "plotly (>=4.0)", "pooch", "pre-commit", "pyarrow", "pytest", "pytest-cov", "pytest-github-actions-annotate-failures", "pytest-playwright", "pytest-xdist", "ruff", "scikit-image", "scipy", "selenium", "shapely", "spatialpandas", "streamz (>=0.5.0)", "xarray (>=0.10.4)"]
+all = ["bokeh (>=3.1)", "cftime", "codecov", "contourpy", "cudf", "dash (>=1.16)", "dask", "datashader (>=0.11.1)", "ffmpeg", "graphviz", "ibis-framework", "ipython (>=5.4.0)", "matplotlib (>=3)", "myst-nb (<1)", "nbconvert", "nbsite (>=0.8.4,<0.9.0)", "nbval", "netcdf4", "networkx", "notebook", "notebook (>=7.0)", "pillow", "playwright", "plotly (>=4.0)", "pooch", "pre-commit", "pyarrow", "pytest", "pytest-cov", "pytest-github-actions-annotate-failures", "pytest-playwright", "pytest-rerunfailures", "pytest-xdist", "ruff", "scikit-image", "scipy", "scipy (>=1.10)", "selenium", "shapely", "spatialpandas", "streamz (>=0.5.0)", "xarray (>=0.10.4)"]
 build = ["param (>=1.7.0)", "pyct (>=0.4.4)", "setuptools (>=30.3.0)"]
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 lint = ["pre-commit", "ruff"]
 notebook = ["ipython (>=5.4.0)", "notebook"]
 recommended = ["bokeh (>=3.1)", "ipython (>=5.4.0)", "matplotlib (>=3)", "notebook"]
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 tests-ci = ["codecov", "pytest-github-actions-annotate-failures"]
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+tests-gpu = ["bokeh (>=3.1)", "cftime", "contourpy", "cudf", "dash (>=1.16)", "dask", "datashader (>=0.11.1)", "ffmpeg", "ibis-framework", "ipython (>=5.4.0)", "matplotlib (>=3)", "nbconvert", "networkx", "pillow", "plotly (>=4.0)", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "scipy (>=1.10)", "selenium", "shapely", "spatialpandas", "xarray (>=0.10.4)"]
 tests-nb = ["nbval"]
 ui = ["playwright", "pytest-playwright"]
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+unit-tests = ["bokeh (>=3.1)", "cftime", "contourpy", "dash (>=1.16)", "dask", "datashader (>=0.11.1)", "ffmpeg", "ibis-framework", "ipython (>=5.4.0)", "matplotlib (>=3)", "nbconvert", "netcdf4", "networkx", "notebook", "notebook (>=7.0)", "pillow", "plotly (>=4.0)", "pooch", "pre-commit", "pyarrow", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "ruff", "scikit-image", "scipy", "scipy (>=1.10)", "selenium", "shapely", "spatialpandas", "streamz (>=0.5.0)", "xarray (>=0.10.4)"]
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
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-    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
+    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
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 ]
 
 [[package]]
 name = "importlib-metadata"
-version = "7.0.1"
+version = "7.1.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "importlib_metadata-7.1.0.tar.gz", hash = "sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2"},
 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
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+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.1"
+version = "6.4.0"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.1.1-py3-none-any.whl", hash = "sha256:e8bf90d8213b486f428c9c39714b920041cb02c184686a3dee24905aaa8105d6"},
-    {file = "importlib_resources-6.1.1.tar.gz", hash = "sha256:3893a00122eafde6894c59914446a512f728a0c1a45f9bb9b63721b6bacf0b4a"},
+    {file = "importlib_resources-6.4.0-py3-none-any.whl", hash = "sha256:50d10f043df931902d4194ea07ec57960f66a80449ff867bfe782b4c486ba78c"},
+    {file = "importlib_resources-6.4.0.tar.gz", hash = "sha256:cdb2b453b8046ca4e3798eb1d84f3cce1446a0e8e7b5ef4efb600f19fc398145"},
 ]
 
 [package.dependencies]
@@ -1564,7 +1595,7 @@ zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
+testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
 
 [[package]]
 name = "iniconfig"
@@ -1579,13 +1610,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.29.1"
+version = "6.29.4"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1608,7 +1639,7 @@ cov = ["coverage[toml]", "curio", "matplotlib", "pytest-cov", "trio"]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
 pyqt5 = ["pyqt5"]
 pyside6 = ["pyside6"]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (==0.23.4)", "pytest-cov", "pytest-timeout"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.23.5)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipython"
@@ -1668,13 +1699,13 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.3"
+version = "3.1.4"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1685,13 +1716,13 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jsonschema"
-version = "4.21.1"
+version = "4.22.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1720,13 +1751,13 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "jupyter-client"
-version = "8.6.0"
+version = "8.6.1"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1743,13 +1774,13 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 
 [[package]]
 name = "jupyter-core"
-version = "5.7.1"
+version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1759,7 +1790,7 @@ traitlets = ">=5.3"
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
-test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
+test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "kiwisolver"
@@ -1987,13 +2018,13 @@ tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"]
 
 [[package]]
 name = "markdown"
-version = "3.5.2"
+version = "3.6"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2098,39 +2129,40 @@ files = [
 
 [[package]]
 name = "matplotlib"
-version = "3.8.2"
+version = "3.9.0"
 description = "Python plotting package"
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -2139,21 +2171,24 @@ cycler = ">=0.10"
 fonttools = ">=4.22.0"
 importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
 kiwisolver = ">=1.3.1"
-numpy = ">=1.21,<2"
+numpy = ">=1.23"
 packaging = ">=20.0"
 pillow = ">=8"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
 
+[package.extras]
+dev = ["meson-python (>=0.13.1)", "numpy (>=1.25)", "pybind11 (>=2.6)", "setuptools (>=64)", "setuptools_scm (>=7)"]
+
 [[package]]
 name = "matplotlib-inline"
-version = "0.1.6"
+version = "0.1.7"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
-    {file = "matplotlib-inline-0.1.6.tar.gz", hash = "sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"},
-    {file = "matplotlib_inline-0.1.6-py3-none-any.whl", hash = "sha256:f1f41aab5328aa5aaea9b16d083b128102f8712542f819fe7e6a420ff581b311"},
+    {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"},
+    {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"},
 ]
 
 [package.dependencies]
@@ -2161,13 +2196,13 @@ traitlets = "*"
 
 [[package]]
 name = "mdit-py-plugins"
-version = "0.4.0"
+version = "0.4.1"
 description = "Collection of plugins for markdown-it-py"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mdit_py_plugins-0.4.0-py3-none-any.whl", hash = "sha256:b51b3bb70691f57f974e257e367107857a93b36f322a9e6d44ca5bf28ec2def9"},
-    {file = "mdit_py_plugins-0.4.0.tar.gz", hash = "sha256:d8ab27e9aed6c38aa716819fedfde15ca275715955f8a185a8e1cf90fb1d2c1b"},
+    {file = "mdit_py_plugins-0.4.1-py3-none-any.whl", hash = "sha256:1020dfe4e6bfc2c79fb49ae4e3f5b297f5ccd20f010187acc52af2921e27dc6a"},
+    {file = "mdit_py_plugins-0.4.1.tar.gz", hash = "sha256:834b8ac23d1cd60cec703646ffd22ae97b7955a6d596eb1d304be1e251ae499c"},
 ]
 
 [package.dependencies]
@@ -2202,59 +2237,77 @@ files = [
 
 [[package]]
 name = "mkdocs"
-version = "1.5.3"
+version = "1.6.0"
 description = "Project documentation with Markdown."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "mkdocs-1.5.3-py3-none-any.whl", hash = "sha256:3b3a78e736b31158d64dbb2f8ba29bd46a379d0c6e324c2246c3bc3d2189cfc1"},
-    {file = "mkdocs-1.5.3.tar.gz", hash = "sha256:eb7c99214dcb945313ba30426c2451b735992c73c2e10838f76d09e39ff4d0e2"},
+    {file = "mkdocs-1.6.0-py3-none-any.whl", hash = "sha256:1eb5cb7676b7d89323e62b56235010216319217d4af5ddc543a91beb8d125ea7"},
+    {file = "mkdocs-1.6.0.tar.gz", hash = "sha256:a73f735824ef83a4f3bcb7a231dcab23f5a838f88b7efc54a0eef5fbdbc3c512"},
 ]
 
 [package.dependencies]
 click = ">=7.0"
 colorama = {version = ">=0.4", markers = "platform_system == \"Windows\""}
 ghp-import = ">=1.0"
-importlib-metadata = {version = ">=4.3", markers = "python_version < \"3.10\""}
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 jinja2 = ">=2.11.1"
-markdown = ">=3.2.1"
+markdown = ">=3.3.6"
 markupsafe = ">=2.0.1"
 mergedeep = ">=1.3.4"
+mkdocs-get-deps = ">=0.2.0"
 packaging = ">=20.5"
 pathspec = ">=0.11.1"
-platformdirs = ">=2.2.0"
 pyyaml = ">=5.1"
 pyyaml-env-tag = ">=0.1"
 watchdog = ">=2.0"
 
 [package.extras]
 i18n = ["babel (>=2.9.0)"]
-min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.3)", "jinja2 (==2.11.1)", "markdown (==3.2.1)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "packaging (==20.5)", "pathspec (==0.11.1)", "platformdirs (==2.2.0)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "typing-extensions (==3.10)", "watchdog (==2.0)"]
+min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.4)", "jinja2 (==2.11.1)", "markdown (==3.3.6)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "mkdocs-get-deps (==0.2.0)", "packaging (==20.5)", "pathspec (==0.11.1)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "watchdog (==2.0)"]
 
 [[package]]
 name = "mkdocs-autorefs"
-version = "0.5.0"
+version = "1.0.1"
 description = "Automatically link across pages in MkDocs."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mkdocs_autorefs-0.5.0-py3-none-any.whl", hash = "sha256:7930fcb8ac1249f10e683967aeaddc0af49d90702af111a5e390e8b20b3d97ff"},
-    {file = "mkdocs_autorefs-0.5.0.tar.gz", hash = "sha256:9a5054a94c08d28855cfab967ada10ed5be76e2bfad642302a610b252c3274c0"},
+    {file = "mkdocs_autorefs-1.0.1-py3-none-any.whl", hash = "sha256:aacdfae1ab197780fb7a2dac92ad8a3d8f7ca8049a9cbe56a4218cd52e8da570"},
+    {file = "mkdocs_autorefs-1.0.1.tar.gz", hash = "sha256:f684edf847eced40b570b57846b15f0bf57fb93ac2c510450775dcf16accb971"},
 ]
 
 [package.dependencies]
 Markdown = ">=3.3"
+markupsafe = ">=2.0.1"
 mkdocs = ">=1.1"
 
+[[package]]
+name = "mkdocs-get-deps"
+version = "0.2.0"
+description = "MkDocs extension that lists all dependencies according to a mkdocs.yml file"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "mkdocs_get_deps-0.2.0-py3-none-any.whl", hash = "sha256:2bf11d0b133e77a0dd036abeeb06dec8775e46efa526dc70667d8863eefc6134"},
+    {file = "mkdocs_get_deps-0.2.0.tar.gz", hash = "sha256:162b3d129c7fad9b19abfdcb9c1458a651628e4b1dea628ac68790fb3061c60c"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.3", markers = "python_version < \"3.10\""}
+mergedeep = ">=1.3.4"
+platformdirs = ">=2.2.0"
+pyyaml = ">=5.1"
+
 [[package]]
 name = "mkdocs-material"
-version = "9.5.7"
+version = "9.5.23"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mkdocs_material-9.5.7-py3-none-any.whl", hash = "sha256:0be8ce8bcfebb52bae9b00cf9b851df45b8a92d629afcfd7f2c09b2dfa155ea3"},
-    {file = "mkdocs_material-9.5.7.tar.gz", hash = "sha256:16110292575d88a338d2961f3cb665cf12943ff8829e551a9b364f24019e46af"},
+    {file = "mkdocs_material-9.5.23-py3-none-any.whl", hash = "sha256:ffd08a5beaef3cd135aceb58ded8b98bbbbf2b70e5b656f6a14a63c917d9b001"},
+    {file = "mkdocs_material-9.5.23.tar.gz", hash = "sha256:4627fc3f15de2cba2bde9debc2fd59b9888ef494beabfe67eb352e23d14bf288"},
 ]
 
 [package.dependencies]
@@ -2262,7 +2315,7 @@ babel = ">=2.10,<3.0"
 colorama = ">=0.4,<1.0"
 jinja2 = ">=3.0,<4.0"
 markdown = ">=3.2,<4.0"
-mkdocs = ">=1.5.3,<1.6.0"
+mkdocs = ">=1.6,<2.0"
 mkdocs-material-extensions = ">=1.3,<2.0"
 paginate = ">=0.5,<1.0"
 pygments = ">=2.16,<3.0"
@@ -2271,7 +2324,7 @@ regex = ">=2022.4"
 requests = ">=2.26,<3.0"
 
 [package.extras]
-git = ["mkdocs-git-committers-plugin-2 (>=1.1,<2.0)", "mkdocs-git-revision-date-localized-plugin (>=1.2,<2.0)"]
+git = ["mkdocs-git-committers-plugin-2 (>=1.1,<2.0)", "mkdocs-git-revision-date-localized-plugin (>=1.2.4,<2.0)"]
 imaging = ["cairosvg (>=2.6,<3.0)", "pillow (>=10.2,<11.0)"]
 recommended = ["mkdocs-minify-plugin (>=0.7,<1.0)", "mkdocs-redirects (>=1.2,<2.0)", "mkdocs-rss-plugin (>=1.6,<2.0)"]
 
@@ -2288,13 +2341,13 @@ files = [
 
 [[package]]
 name = "mkdocstrings"
-version = "0.24.0"
+version = "0.25.1"
 description = "Automatic documentation from sources, for MkDocs."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mkdocstrings-0.24.0-py3-none-any.whl", hash = "sha256:f4908560c10f587326d8f5165d1908817b2e280bbf707607f601c996366a2264"},
-    {file = "mkdocstrings-0.24.0.tar.gz", hash = "sha256:222b1165be41257b494a9d29b14135d2b7ca43f38161d5b10caae03b87bd4f7e"},
+    {file = "mkdocstrings-0.25.1-py3-none-any.whl", hash = "sha256:da01fcc2670ad61888e8fe5b60afe9fee5781017d67431996832d63e887c2e51"},
+    {file = "mkdocstrings-0.25.1.tar.gz", hash = "sha256:c3a2515f31577f311a9ee58d089e4c51fc6046dbd9e9b4c3de4c3194667fe9bf"},
 ]
 
 [package.dependencies]
@@ -2316,82 +2369,82 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.8.0"
+version = "1.10.2"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mkdocstrings_python-1.8.0-py3-none-any.whl", hash = "sha256:4209970cc90bec194568682a535848a8d8489516c6ed4adbe58bbc67b699ca9d"},
-    {file = "mkdocstrings_python-1.8.0.tar.gz", hash = "sha256:1488bddf50ee42c07d9a488dddc197f8e8999c2899687043ec5dd1643d057192"},
+    {file = "mkdocstrings_python-1.10.2-py3-none-any.whl", hash = "sha256:e8e596b37f45c09b67bec253e035fe18988af5bbbbf44e0ccd711742eed750e5"},
+    {file = "mkdocstrings_python-1.10.2.tar.gz", hash = "sha256:38a4fd41953defb458a107033440c229c7e9f98f35a24e84d888789c97da5a63"},
 ]
 
 [package.dependencies]
-griffe = ">=0.37"
-mkdocstrings = ">=0.20"
+griffe = ">=0.44"
+mkdocstrings = ">=0.25"
 
 [[package]]
 name = "msgpack"
-version = "1.0.7"
+version = "1.0.8"
 description = "MessagePack serializer"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2564,13 +2617,13 @@ files = [
 
 [[package]]
 name = "nbclient"
-version = "0.9.0"
+version = "0.10.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 [package.dependencies]
@@ -2582,23 +2635,23 @@ traitlets = ">=5.4"
 [package.extras]
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 [[package]]
 name = "nbformat"
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 description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
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-jupyter-core = "*"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 traitlets = ">=5.1"
 
 [package.extras]
@@ -2662,32 +2715,32 @@ tests = ["Cython", "packaging", "pytest"]
 
 [[package]]
 name = "numba"
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+version = "0.59.1"
 description = "compiling Python code using LLVM"
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -2696,13 +2749,13 @@ numpy = ">=1.22,<1.27"
 
 [[package]]
 name = "numbagg"
-version = "0.8.0"
+version = "0.8.1"
 description = "Fast N-dimensional aggregation functions with Numba"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -2710,7 +2763,7 @@ numba = "*"
 numpy = "*"
 
 [package.extras]
-dev = ["bottleneck", "hypothesis", "jq", "pandas", "pre-commit", "pytest", "pytest-benchmark", "ruff", "setuptools-scm", "tabulate"]
+dev = ["bottleneck", "hypothesis", "jq", "mypy", "pandas", "pre-commit", "pytest", "pytest-benchmark", "ruff", "setuptools-scm", "tabulate"]
 
 [[package]]
 name = "numcodecs"
@@ -2799,13 +2852,13 @@ files = [
 
 [[package]]
 name = "numpy-groupies"
-version = "0.10.2"
+version = "0.11.1"
 description = "Optimised tools for group-indexing operations: aggregated sum and more."
 optional = false
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 [package.dependencies]
@@ -2849,13 +2902,13 @@ tests = ["pytest", "pytest-cov", "pytest-pep8"]
 
 [[package]]
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-version = "23.2"
+version = "24.0"
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 [[package]]
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 ]
 
 [package.dependencies]
 numpy = [
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-    {version = ">=1.23.2,<2", markers = "python_version == \"3.11\""},
-    {version = ">=1.26.0,<2", markers = "python_version >= \"3.12\""},
+    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -2935,6 +2985,7 @@ parquet = ["pyarrow (>=10.0.1)"]
 performance = ["bottleneck (>=1.3.6)", "numba (>=0.56.4)", "numexpr (>=2.8.4)"]
 plot = ["matplotlib (>=3.6.3)"]
 postgresql = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "psycopg2 (>=2.9.6)"]
+pyarrow = ["pyarrow (>=10.0.1)"]
 spss = ["pyreadstat (>=1.2.0)"]
 sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)"]
 test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
@@ -2942,13 +2993,13 @@ xml = ["lxml (>=4.9.2)"]
 
 [[package]]
 name = "pandas-stubs"
-version = "2.1.4.231227"
+version = "2.2.2.240514"
 description = "Type annotations for pandas"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -2957,18 +3008,18 @@ types-pytz = ">=2022.1.1"
 
 [[package]]
 name = "panel"
-version = "1.3.8"
+version = "1.4.2"
 description = "The powerful data exploration & web app framework for Python."
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
 bleach = "*"
-bokeh = ">=3.2.0,<3.4.0"
+bokeh = ">=3.4.0,<3.5.0"
 linkify-it-py = "*"
 markdown = "*"
 markdown-it-py = "*"
@@ -2982,33 +3033,34 @@ typing-extensions = "*"
 xyzservices = ">=2021.09.1"
 
 [package.extras]
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-all-pip = ["aiohttp", "altair", "anywidget", "channels", "croniter", "datashader", "diskcache", "django (<4)", "fastparquet", "flake8", "folium", "graphviz", "holoviews (>=1.16.0)", "hvplot", "ipyleaflet", "ipympl", "ipython (>=7.0)", "ipyvolume", "ipyvuetify", "ipywidgets", "ipywidgets-bokeh", "jupyter-bokeh (>=3.0.7)", "jupyter-server", "jupyterlab", "lxml", "matplotlib", "nbsite (>=0.8.4)", "nbval", "networkx (>=2.5)", "numba (<0.58)", "numpy", "pandas (<2.1.0)", "pandas (>=1.3)", "parameterized", "pillow", "playwright", "plotly", "plotly (>=4.0)", "pre-commit", "psutil", "pydeck", "pyinstrument (>=4.0)", "pytest", "pytest-asyncio (<0.22)", "pytest-cov", "pytest-playwright", "pytest-rerunfailures", "pytest-xdist", "pyvista", "reacton", "scikit-image", "scikit-learn", "scipy", "seaborn", "streamz", "twine", "vega-datasets", "vtk", "xarray", "xgboost"]
-build = ["bleach", "bokeh (>=3.3.0,<3.4.0)", "cryptography (<39)", "markdown", "packaging", "param (>=2.0.0)", "pyviz-comms (>=2.0.0)", "requests", "setuptools (>=42)", "tqdm (>=4.48.0)", "urllib3 (<2.0)"]
+all = ["aiohttp", "altair", "anywidget", "channels", "croniter", "dask-expr", "datashader", "diskcache", "django (<4)", "fastparquet", "flake8", "folium", "graphviz", "holoviews (>=1.16.0)", "hvplot", "ipyleaflet", "ipympl", "ipython (>=7.0)", "ipyvolume", "ipyvuetify", "ipywidgets", "ipywidgets-bokeh", "jupyter-bokeh (>=3.0.7)", "jupyter-server", "jupyterlab", "lxml", "matplotlib", "nbsite (>=0.8.4)", "nbval", "networkx (>=2.5)", "numba (<0.58)", "numpy", "pandas (<2.1.0)", "pandas (>=1.3)", "parameterized", "pillow", "playwright", "plotly", "plotly (>=4.0)", "pre-commit", "psutil", "pydeck", "pygraphviz", "pyinstrument (>=4.0)", "pytest", "pytest-asyncio (<0.22)", "pytest-cov", "pytest-playwright", "pytest-rerunfailures", "pytest-xdist", "python-graphviz", "pyvista", "reacton", "scikit-image", "scikit-learn", "scipy", "seaborn", "streamz", "textual", "tomli", "twine", "vega-datasets", "vtk", "watchfiles", "xarray", "xgboost"]
+all-pip = ["aiohttp", "altair", "anywidget", "channels", "croniter", "dask-expr", "datashader", "diskcache", "django (<4)", "fastparquet", "flake8", "folium", "graphviz", "holoviews (>=1.16.0)", "hvplot", "ipyleaflet", "ipympl", "ipython (>=7.0)", "ipyvolume", "ipyvuetify", "ipywidgets", "ipywidgets-bokeh", "jupyter-bokeh (>=3.0.7)", "jupyter-server", "jupyterlab", "lxml", "matplotlib", "nbsite (>=0.8.4)", "nbval", "networkx (>=2.5)", "numba (<0.58)", "numpy", "pandas (<2.1.0)", "pandas (>=1.3)", "parameterized", "pillow", "playwright", "plotly", "plotly (>=4.0)", "pre-commit", "psutil", "pydeck", "pyinstrument (>=4.0)", "pytest", "pytest-asyncio (<0.22)", "pytest-cov", "pytest-playwright", "pytest-rerunfailures", "pytest-xdist", "pyvista", "reacton", "scikit-image", "scikit-learn", "scipy", "seaborn", "streamz", "textual", "tomli", "twine", "vega-datasets", "vtk", "watchfiles", "xarray", "xgboost"]
+build = ["bleach", "bokeh (>=3.4.0,<3.5.0)", "cryptography (<39)", "markdown", "packaging", "param (>=2.0.0)", "pyviz-comms (>=2.0.0)", "requests", "setuptools (>=42)", "tqdm (>=4.48.0)", "urllib3 (<2.0)"]
 doc = ["holoviews (>=1.16.0)", "jupyterlab", "lxml", "matplotlib", "nbsite (>=0.8.4)", "pandas (<2.1.0)", "pillow", "plotly"]
-examples = ["aiohttp", "altair", "channels", "croniter", "datashader", "django (<4)", "fastparquet", "folium", "graphviz", "holoviews (>=1.16.0)", "hvplot", "ipyleaflet", "ipympl", "ipyvolume", "ipyvuetify", "ipywidgets", "ipywidgets-bokeh", "jupyter-bokeh (>=3.0.7)", "networkx (>=2.5)", "plotly (>=4.0)", "pydeck", "pygraphviz", "pyinstrument (>=4.0)", "python-graphviz", "pyvista", "reacton", "scikit-image", "scikit-learn", "seaborn", "streamz", "vega-datasets", "vtk", "xarray", "xgboost"]
+examples = ["aiohttp", "altair", "channels", "croniter", "dask-expr", "datashader", "django (<4)", "fastparquet", "folium", "graphviz", "holoviews (>=1.16.0)", "hvplot", "ipyleaflet", "ipympl", "ipyvolume", "ipyvuetify", "ipywidgets", "ipywidgets-bokeh", "jupyter-bokeh (>=3.0.7)", "networkx (>=2.5)", "plotly (>=4.0)", "pydeck", "pygraphviz", "pyinstrument (>=4.0)", "python-graphviz", "pyvista", "reacton", "scikit-image", "scikit-learn", "seaborn", "streamz", "textual", "vega-datasets", "vtk", "xarray", "xgboost"]
 recommended = ["holoviews (>=1.16.0)", "jupyterlab", "matplotlib", "pillow", "plotly"]
-tests = ["altair", "anywidget", "diskcache", "flake8", "folium", "holoviews (>=1.16.0)", "ipympl", "ipython (>=7.0)", "ipyvuetify", "ipywidgets-bokeh", "nbval", "numba (<0.58)", "numpy", "pandas (>=1.3)", "parameterized", "pre-commit", "psutil", "pytest", "pytest-asyncio (<0.22)", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "reacton", "scipy", "twine"]
-tests-core = ["altair", "anywidget", "diskcache", "flake8", "folium", "holoviews (>=1.16.0)", "ipython (>=7.0)", "nbval", "numpy", "pandas (>=1.3)", "parameterized", "pre-commit", "psutil", "pytest", "pytest-asyncio (<0.22)", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "scipy"]
-ui = ["jupyter-server", "playwright", "pytest-playwright"]
+tests = ["altair", "anywidget", "diskcache", "flake8", "folium", "holoviews (>=1.16.0)", "ipympl", "ipython (>=7.0)", "ipyvuetify", "ipywidgets-bokeh", "nbval", "numba (<0.58)", "numpy", "pandas (>=1.3)", "parameterized", "pre-commit", "psutil", "pytest", "pytest-asyncio (<0.22)", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "reacton", "scipy", "textual", "twine", "watchfiles"]
+tests-core = ["altair", "anywidget", "diskcache", "flake8", "folium", "holoviews (>=1.16.0)", "ipython (>=7.0)", "nbval", "numpy", "pandas (>=1.3)", "parameterized", "pre-commit", "psutil", "pytest", "pytest-asyncio (<0.22)", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "scipy", "textual", "watchfiles"]
+ui = ["jupyter-server", "playwright", "pytest-playwright", "tomli"]
 
 [[package]]
 name = "papermill"
-version = "2.5.0"
+version = "2.6.0"
 description = "Parameterize and run Jupyter and nteract Notebooks"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "papermill-2.5.0-py3-none-any.whl", hash = "sha256:c42303afb92e482a60ae1df2577be59a5b7a64c5cd52d37c74c7f74e36085708"},
-    {file = "papermill-2.5.0.tar.gz", hash = "sha256:ea7b70c0553f56fe91b0fa9cc5e17012cd699320a8b015373e7870c5e6086c72"},
+    {file = "papermill-2.6.0-py3-none-any.whl", hash = "sha256:0f09da6ef709f3f14dde77cb1af052d05b14019189869affff374c9e612f2dd5"},
+    {file = "papermill-2.6.0.tar.gz", hash = "sha256:9fe2a91912fd578f391b4cc8d6d105e73124dcd0cde2a43c3c4a1c77ac88ea24"},
 ]
 
 [package.dependencies]
-aiohttp = {version = "3.9.0b0", markers = "python_version == \"3.12\""}
+aiohttp = {version = ">=3.9.0", markers = "python_version == \"3.12\""}
+ansicolors = "*"
 click = "*"
 entrypoints = "*"
 nbclient = ">=0.2.0"
-nbformat = ">=5.1.2"
+nbformat = ">=5.2.0"
 pyyaml = "*"
 requests = "*"
 tenacity = ">=5.0.2"
@@ -3018,23 +3070,23 @@ tqdm = ">=4.32.2"
 all = ["PyGithub (>=1.55)", "azure-datalake-store (>=0.0.30)", "azure-identity (>=1.3.1)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "gcsfs (>=0.2.0)", "pyarrow (>=2.0)", "requests (>=2.21.0)"]
 azure = ["azure-datalake-store (>=0.0.30)", "azure-identity (>=1.3.1)", "azure-storage-blob (>=12.1.0)", "requests (>=2.21.0)"]
 black = ["black (>=19.3b0)"]
-dev = ["attrs (>=17.4.0)", "azure-datalake-store (>=0.0.30)", "azure-identity (>=1.3.1)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "botocore", "bumpversion", "check-manifest", "codecov", "coverage", "flake8", "gcsfs (>=0.2.0)", "google-compute-engine", "ipython (>=5.0)", "ipywidgets", "moto", "notebook", "pip (>=18.1)", "pre-commit", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "pytest-env (>=0.6.2)", "pytest-mock (>=1.10)", "recommonmark", "requests (>=2.21.0)", "setuptools (>=38.6.0)", "tox", "twine (>=1.11.0)", "wheel (>=0.31.0)"]
-docs = ["PyGithub (>=1.55)", "Sphinx (>=3.5.4)", "azure-datalake-store (>=0.0.30)", "azure-identity (>=1.3.1)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "furo (>=2021.4.11b34)", "gcsfs (>=0.2.0)", "moto (>=2.0.5)", "myst-parser (>=0.13.7)", "pyarrow (>=2.0)", "requests (>=2.21.0)", "sphinx-copybutton (>=0.3.1)"]
+dev = ["attrs (>=17.4.0)", "azure-datalake-store (>=0.0.30)", "azure-identity (>=1.3.1)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "botocore", "bumpversion", "check-manifest", "codecov", "coverage", "gcsfs (>=0.2.0)", "google-compute-engine", "ipython (>=5.0)", "ipywidgets", "moto (>=5.0.0,<5.1.0)", "notebook", "pip (>=18.1)", "pre-commit", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "pytest-env (>=0.6.2)", "pytest-mock (>=1.10)", "recommonmark", "requests (>=2.21.0)", "setuptools (>=38.6.0)", "tox", "twine (>=1.11.0)", "wheel (>=0.31.0)"]
+docs = ["PyGithub (>=1.55)", "Sphinx (>=7.2.6)", "azure-datalake-store (>=0.0.30)", "azure-identity (>=1.3.1)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "entrypoints", "furo (>=2023.9.10)", "gcsfs (>=0.2.0)", "moto (>=4.2.8)", "myst-parser (>=2.0.0)", "nbformat", "pyarrow (>=2.0)", "requests (>=2.21.0)", "sphinx-copybutton (>=0.5.2)"]
 gcs = ["gcsfs (>=0.2.0)"]
 github = ["PyGithub (>=1.55)"]
 hdfs = ["pyarrow (>=2.0)"]
 s3 = ["boto3"]
-test = ["attrs (>=17.4.0)", "azure-datalake-store (>=0.0.30)", "azure-identity (>=1.3.1)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "botocore", "bumpversion", "check-manifest", "codecov", "coverage", "flake8", "gcsfs (>=0.2.0)", "google-compute-engine", "ipython (>=5.0)", "ipywidgets", "moto", "notebook", "pip (>=18.1)", "pre-commit", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "pytest-env (>=0.6.2)", "pytest-mock (>=1.10)", "recommonmark", "requests (>=2.21.0)", "setuptools (>=38.6.0)", "tox", "twine (>=1.11.0)", "wheel (>=0.31.0)"]
+test = ["attrs (>=17.4.0)", "azure-datalake-store (>=0.0.30)", "azure-identity (>=1.3.1)", "azure-storage-blob (>=12.1.0)", "black (>=19.3b0)", "boto3", "botocore", "bumpversion", "check-manifest", "codecov", "coverage", "gcsfs (>=0.2.0)", "google-compute-engine", "ipython (>=5.0)", "ipywidgets", "moto (>=5.0.0,<5.1.0)", "notebook", "pip (>=18.1)", "pre-commit", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "pytest-env (>=0.6.2)", "pytest-mock (>=1.10)", "recommonmark", "requests (>=2.21.0)", "setuptools (>=38.6.0)", "tox", "twine (>=1.11.0)", "wheel (>=0.31.0)"]
 
 [[package]]
 name = "param"
-version = "2.0.2"
+version = "2.1.0"
 description = "Make your Python code clearer and more reliable by declaring Parameters."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "param-2.0.2-py3-none-any.whl", hash = "sha256:b269fd7397886ec609e544f81035fa52e1950da0e76d20080bfeca3d7a0317ca"},
-    {file = "param-2.0.2.tar.gz", hash = "sha256:785845a727a588eb94c7666d80551c7e2bb97d4309d3507beab66f95e57f7527"},
+    {file = "param-2.1.0-py3-none-any.whl", hash = "sha256:f31d3745d227347d29b5868c4e4e3077df07463889b91d3bb28e634fde211e1c"},
+    {file = "param-2.1.0.tar.gz", hash = "sha256:a7b30b08b547e2b78b02aeba6ed34e3c6a638f8e4824a76a96ffa2d7cf57e71f"},
 ]
 
 [package.extras]
@@ -3044,33 +3096,33 @@ examples = ["aiohttp", "pandas", "panel"]
 lint = ["flake8", "pre-commit"]
 tests = ["coverage[toml]", "pytest", "pytest-asyncio"]
 tests-deser = ["odfpy", "openpyxl", "pyarrow", "tables", "xlrd"]
-tests-examples = ["nbval", "param[examples]", "pytest", "pytest-asyncio", "pytest-xdist"]
+tests-examples = ["nbval", "param[examples]", "pytest (<8.1)", "pytest-asyncio", "pytest-xdist"]
 tests-full = ["cloudpickle", "gmpy", "ipython", "jsonschema", "nest-asyncio", "numpy", "pandas", "param[tests-deser]", "param[tests-examples]", "param[tests]"]
 
 [[package]]
 name = "parso"
-version = "0.8.3"
+version = "0.8.4"
 description = "A Python Parser"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "parso-0.8.3-py2.py3-none-any.whl", hash = "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"},
-    {file = "parso-0.8.3.tar.gz", hash = "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0"},
+    {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"},
+    {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"},
 ]
 
 [package.extras]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["docopt", "pytest (<6.0.0)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["docopt", "pytest"]
 
 [[package]]
 name = "partd"
-version = "1.4.1"
+version = "1.4.2"
 description = "Appendable key-value storage"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
-    {file = "partd-1.4.1-py3-none-any.whl", hash = "sha256:27e766663d36c161e2827aa3e28541c992f0b9527d3cca047e13fb3acdb989e6"},
-    {file = "partd-1.4.1.tar.gz", hash = "sha256:56c25dd49e6fea5727e731203c466c6e092f308d8f0024e199d02f6aa2167f67"},
+    {file = "partd-1.4.2-py3-none-any.whl", hash = "sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f"},
+    {file = "partd-1.4.2.tar.gz", hash = "sha256:d022c33afbdc8405c226621b015e8067888173d85f7f5ecebb3cafed9a20f02c"},
 ]
 
 [package.dependencies]
@@ -3078,7 +3130,7 @@ locket = "*"
 toolz = "*"
 
 [package.extras]
-complete = ["blosc", "numpy (>=1.9.0)", "pandas (>=0.19.0)", "pyzmq"]
+complete = ["blosc", "numpy (>=1.20.0)", "pandas (>=1.3)", "pyzmq"]
 
 [[package]]
 name = "pathspec"
@@ -3107,79 +3159,80 @@ ptyprocess = ">=0.5"
 
 [[package]]
 name = "pillow"
-version = "10.2.0"
+version = "10.3.0"
 description = "Python Imaging Library (Fork)"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
-numpy = ">=1.16.6,<2"
+numpy = ">=1.16.6"
 
 [[package]]
 name = "pyarrow-hotfix"
@@ -3369,13 +3423,13 @@ files = [
 
 [[package]]
 name = "pycparser"
-version = "2.21"
+version = "2.22"
 description = "C parser in Python"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -3430,32 +3484,31 @@ tests = ["WebTest", "beautifulsoup4", "flake8", "pyopenssl", "pytest (>=3.6)", "
 
 [[package]]
 name = "pygments"
-version = "2.17.2"
+version = "2.18.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.extras]
-plugins = ["importlib-metadata"]
 windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.7"
+version = "10.8.1"
 description = "Extension pack for Python Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-markdown = ">=3.5"
+markdown = ">=3.6"
 pyyaml = "*"
 
 [package.extras]
@@ -3463,13 +3516,13 @@ extra = ["pygments (>=2.12)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.1.1"
+version = "3.1.2"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.6.8"
 files = [
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 ]
 
 [package.extras]
@@ -3527,13 +3580,13 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "8.0.0"
+version = "8.2.0"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3541,21 +3594,21 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.3.0,<2.0"
-tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+pluggy = ">=1.5,<2.0"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-cov"
-version = "4.1.0"
+version = "5.0.0"
 description = "Pytest plugin for measuring coverage."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3563,17 +3616,17 @@ coverage = {version = ">=5.2.1", extras = ["toml"]}
 pytest = ">=4.6"
 
 [package.extras]
-testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"]
+testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
 
 [[package]]
 name = "python-dateutil"
-version = "2.8.2"
+version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3592,13 +3645,13 @@ files = [
 
 [[package]]
 name = "pyviz-comms"
-version = "3.0.1"
+version = "3.0.2"
 description = "A JupyterLab extension for rendering HoloViz content."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3707,104 +3760,99 @@ pyyaml = "*"
 
 [[package]]
 name = "pyzmq"
-version = "25.1.2"
+version = "26.0.3"
 description = "Python bindings for 0MQ"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
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 [[package]]
@@ -3950,222 +3984,206 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "rpds-py"
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 [package.dependencies]
-numpy = ">=1.14"
+numpy = ">=1.14,<3"
 
 [package.extras]
 docs = ["matplotlib", "numpydoc (==1.1.*)", "sphinx", "sphinx-book-theme", "sphinx-remove-toctrees"]
@@ -4236,17 +4254,18 @@ files = [
 
 [[package]]
 name = "tenacity"
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+version = "8.3.0"
 description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
-doc = ["reno", "sphinx", "tornado (>=4.5)"]
+doc = ["reno", "sphinx"]
+test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "tomli"
@@ -4292,13 +4311,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.1"
+version = "4.66.4"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -4312,72 +4331,72 @@ telegram = ["requests"]
 
 [[package]]
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+version = "5.14.3"
 description = "Traitlets Python configuration system"
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 python-versions = ">=3.8"
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+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "types-decorator"
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 description = "Typing stubs for decorator"
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 python-versions = ">=3.8"
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 [[package]]
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 python-versions = ">=3.8"
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 python-versions = ">=3.8"
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 [[package]]
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 python-versions = ">=2"
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 [[package]]
 name = "uc-micro-py"
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+version = "1.0.3"
 description = "Micro subset of unicode data files for linkify-it-py projects."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -4385,13 +4404,13 @@ test = ["coverage", "pytest", "pytest-cov"]
 
 [[package]]
 name = "urllib3"
-version = "2.2.0"
+version = "2.2.1"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -4402,38 +4421,40 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "watchdog"
-version = "3.0.0"
+version = "4.0.0"
 description = "Filesystem events monitoring"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "watchdog-4.0.0.tar.gz", hash = "sha256:e3e7065cbdabe6183ab82199d7a4f6b3ba0a438c5a512a68559846ccb76a78ec"},
 ]
 
 [package.extras]
@@ -4478,13 +4499,13 @@ testing = ["coverage", "pytest (>=3.1.0)", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "xarray"
-version = "2024.1.1"
+version = "2024.5.0"
 description = "N-D labeled arrays and datasets in Python"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "xarray-2024.1.1-py3-none-any.whl", hash = "sha256:0bec81303b088c8df4f075e1579c00cfd7e5069688e4434007f0b8d7df17fc1c"},
-    {file = "xarray-2024.1.1.tar.gz", hash = "sha256:a1ba2d87a74892e213c9c83f4a462dbcdf68212320a4e31b34bd789ba7a64e35"},
+    {file = "xarray-2024.5.0-py3-none-any.whl", hash = "sha256:7ddedfe2294a0ab00f02d0fbdcb9c6300ec589f3cf436a9c7b7b577a12cd9bcf"},
+    {file = "xarray-2024.5.0.tar.gz", hash = "sha256:e0eb1cb265f265126795f388ed9591f3c752f2aca491f6c0576711fd15b708f2"},
 ]
 
 [package.dependencies]
@@ -4497,8 +4518,8 @@ netCDF4 = {version = "*", optional = true, markers = "extra == \"io\""}
 numbagg = {version = "*", optional = true, markers = "extra == \"accel\""}
 numpy = ">=1.23"
 opt-einsum = {version = "*", optional = true, markers = "extra == \"accel\""}
-packaging = ">=22"
-pandas = ">=1.5"
+packaging = ">=23.1"
+pandas = ">=2.0"
 pooch = {version = "*", optional = true, markers = "extra == \"io\""}
 pydap = {version = "*", optional = true, markers = "python_version < \"3.10\" and extra == \"io\""}
 scipy = {version = "*", optional = true, markers = "extra == \"accel\" or extra == \"io\""}
@@ -4506,20 +4527,44 @@ zarr = {version = "*", optional = true, markers = "extra == \"io\""}
 
 [package.extras]
 accel = ["bottleneck", "flox", "numbagg", "opt-einsum", "scipy"]
-complete = ["xarray[accel,io,parallel,viz]"]
+complete = ["xarray[accel,dev,io,parallel,viz]"]
+dev = ["hypothesis", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-env", "pytest-timeout", "pytest-xdist", "ruff", "xarray[complete]"]
 io = ["cftime", "fsspec", "h5netcdf", "netCDF4", "pooch", "pydap", "scipy", "zarr"]
 parallel = ["dask[complete]"]
 viz = ["matplotlib", "nc-time-axis", "seaborn"]
 
+[[package]]
+name = "xarray-selafin"
+version = "0.1.5"
+description = "https://github.com/seareport/xarray-selafin"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "xarray-selafin-0.1.5.tar.gz", hash = "sha256:a1467323aa3df600dadfe25bfab9042c8eef7d61d72d194cfd2237140ef34371"},
+    {file = "xarray_selafin-0.1.5-py3-none-any.whl", hash = "sha256:a7148c907408c99e899667389f27a4165506e203f66e9dab9a29f22b0f2bb203"},
+]
+
+[package.dependencies]
+netcdf4 = "*"
+numpy = "*"
+pytest = "*"
+scipy = "*"
+shapely = "*"
+xarray = "*"
+
+[package.extras]
+dask = ["dask"]
+dev = ["matplotlib"]
+
 [[package]]
 name = "xyzservices"
-version = "2023.10.1"
+version = "2024.4.0"
 description = "Source of XYZ tiles providers"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "xyzservices-2023.10.1-py3-none-any.whl", hash = "sha256:6a4c38d3a9f89d3e77153eff9414b36a8ee0850c9e8b85796fd1b2a85b8dfd68"},
-    {file = "xyzservices-2023.10.1.tar.gz", hash = "sha256:091229269043bc8258042edbedad4fcb44684b0473ede027b5672ad40dc9fa02"},
+    {file = "xyzservices-2024.4.0-py3-none-any.whl", hash = "sha256:b83e48c5b776c9969fffcfff57b03d02b1b1cd6607a9d9c4e7f568b01ef47f4c"},
+    {file = "xyzservices-2024.4.0.tar.gz", hash = "sha256:6a04f11487a6fb77d92a98984cd107fbd9157fd5e65f929add9c3d6e604ee88c"},
 ]
 
 [[package]]
@@ -4627,23 +4672,23 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zarr"
-version = "2.16.1"
+version = "2.18.1"
 description = "An implementation of chunked, compressed, N-dimensional arrays for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "zarr-2.16.1-py3-none-any.whl", hash = "sha256:de4882433ccb5b42cc1ec9872b95e64ca3a13581424666b28ed265ad76c7056f"},
-    {file = "zarr-2.16.1.tar.gz", hash = "sha256:4276cf4b4a653431042cd53ff2282bc4d292a6842411e88529964504fb073286"},
+    {file = "zarr-2.18.1-py3-none-any.whl", hash = "sha256:a1770d194eec4ec0a41a01295a6f724e1c3471d704d3aca906d3b3a7f8830245"},
+    {file = "zarr-2.18.1.tar.gz", hash = "sha256:28c360ed123e606c425a694a83300227a907cb86a995fc9eef620ecafbe5f92d"},
 ]
 
 [package.dependencies]
 asciitree = "*"
-fasteners = "*"
+fasteners = {version = "*", markers = "sys_platform != \"emscripten\""}
 numcodecs = ">=0.10.0"
-numpy = ">=1.20,<1.21.0 || >1.21.0"
+numpy = ">=1.23"
 
 [package.extras]
-docs = ["numcodecs[msgpack]", "numpydoc", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx-issues", "sphinx-rtd-theme"]
+docs = ["numcodecs[msgpack]", "numpydoc", "pydata-sphinx-theme", "sphinx", "sphinx-automodapi", "sphinx-copybutton", "sphinx-design", "sphinx-issues"]
 jupyter = ["ipytree (>=0.2.2)", "ipywidgets (>=8.0.0)", "notebook"]
 
 [[package]]
@@ -4659,20 +4704,20 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.17.0"
+version = "3.18.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
-    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+    {file = "zipp-3.18.2-py3-none-any.whl", hash = "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"},
+    {file = "zipp-3.18.2.tar.gz", hash = "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9, <4.0"
-content-hash = "606ede5919592db268c2adb911ed22e5f474a51edd4ce54f918521b703e41db5"
+content-hash = "4810e7178d61a087c6b7d5677b87200c295e817e1e8228ab4d341aedcd346dac"
diff --git a/pyproject.toml b/pyproject.toml
index e10c9ee..5564d7b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -38,6 +38,7 @@ pyproj = "*"
 scipy = "*"
 shapely = "*"
 xarray = {version = "*", extras = ["io", "accel"]}
+xarray-selafin = "*"
 
 [tool.poetry.group.dev.dependencies]
 covdefaults = "*"
diff --git a/requirements/requirements-dev.txt b/requirements/requirements-dev.txt
index a2da168..bebe5e8 100644
--- a/requirements/requirements-dev.txt
+++ b/requirements/requirements-dev.txt
@@ -1,16 +1,17 @@
-aiohttp==3.9.0b0 ; python_version == "3.12"
+aiohttp==3.9.5 ; python_version == "3.12"
 aiosignal==1.3.1 ; python_version == "3.12"
+ansicolors==1.1.8 ; python_version >= "3.9" and python_version < "4.0"
 appnope==0.1.4 ; python_version >= "3.9" and python_version < "4.0" and platform_system == "Darwin"
 asciitree==0.3.3 ; python_version >= "3.9" and python_version < "4.0"
 asttokens==2.4.1 ; python_version >= "3.9" and python_version < "4.0"
 attrs==23.2.0 ; python_version >= "3.9" and python_version < "4.0"
-babel==2.14.0 ; python_version >= "3.9" and python_version < "4.0"
+babel==2.15.0 ; python_version >= "3.9" and python_version < "4.0"
 beautifulsoup4==4.12.3 ; python_version < "3.10" and python_version >= "3.9"
-black==24.1.1 ; python_version >= "3.9" and python_version < "4.0"
+black==24.4.2 ; python_version >= "3.9" and python_version < "4.0"
 bleach==6.1.0 ; python_version >= "3.9" and python_version < "4.0"
-bokeh==3.3.4 ; python_version >= "3.9" and python_version < "4.0"
-bottleneck==1.3.7 ; python_version >= "3.9" and python_version < "4.0"
-cartopy==0.22.0 ; python_version >= "3.9" and python_version < "4.0"
+bokeh==3.4.1 ; python_version >= "3.9" and python_version < "4.0"
+bottleneck==1.3.8 ; python_version >= "3.9" and python_version < "4.0"
+cartopy==0.23.0 ; python_version >= "3.9" and python_version < "4.0"
 certifi==2024.2.2 ; python_version >= "3.9" and python_version < "4.0"
 cffi==1.16.0 ; python_version >= "3.9" and python_version < "4.0" and implementation_name == "pypy"
 cftime==1.6.3 ; python_version >= "3.9" and python_version < "4.0"
@@ -20,155 +21,157 @@ click==8.1.7 ; python_version >= "3.9" and python_version < "4.0"
 cligj==0.7.2 ; python_version >= "3.9" and python_version < "4"
 cloudpickle==3.0.0 ; python_version >= "3.9" and python_version < "4.0"
 colorama==0.4.6 ; python_version >= "3.9" and python_version < "4.0"
-colorcet==3.0.1 ; python_version >= "3.9" and python_version < "4.0"
-comm==0.2.1 ; python_version >= "3.9" and python_version < "4.0"
-contourpy==1.2.0 ; python_version >= "3.9" and python_version < "4.0"
+colorcet==3.1.0 ; python_version >= "3.9" and python_version < "4.0"
+comm==0.2.2 ; python_version >= "3.9" and python_version < "4.0"
+contourpy==1.2.1 ; python_version >= "3.9" and python_version < "4.0"
 covdefaults==2.3.0 ; python_version >= "3.9" and python_version < "4.0"
-coverage==7.4.1 ; python_version >= "3.9" and python_version < "4.0"
-coverage[toml]==7.4.1 ; python_version >= "3.9" and python_version < "4.0"
+coverage==7.5.1 ; python_version >= "3.9" and python_version < "4.0"
+coverage[toml]==7.5.1 ; python_version >= "3.9" and python_version < "4.0"
 cycler==0.12.1 ; python_version >= "3.9" and python_version < "4.0"
-dask==2024.1.1 ; python_version >= "3.9" and python_version < "4.0"
-dask[array,complete,dataframe,diagnostics,distributed]==2024.1.1 ; python_version >= "3.9" and python_version < "4.0"
-datashader==0.16.0 ; python_version >= "3.9" and python_version < "4.0"
-debugpy==1.8.0 ; python_version >= "3.9" and python_version < "4.0"
+dask-expr==1.1.1 ; python_version >= "3.9" and python_version < "4.0"
+dask==2024.5.1 ; python_version >= "3.9" and python_version < "4.0"
+dask[array,complete,dataframe,diagnostics,distributed]==2024.5.1 ; python_version >= "3.9" and python_version < "4.0"
+datashader==0.16.1 ; python_version >= "3.9" and python_version < "4.0"
+debugpy==1.8.1 ; python_version >= "3.9" and python_version < "4.0"
 decorator==5.1.1 ; python_version >= "3.9" and python_version < "4.0"
-distributed==2024.1.1 ; python_version >= "3.9" and python_version < "4.0"
+distributed==2024.5.1 ; python_version >= "3.9" and python_version < "4.0"
 docopt==0.6.2 ; python_version < "3.10" and python_version >= "3.9"
 entrypoints==0.4 ; python_version >= "3.9" and python_version < "4.0"
-exceptiongroup==1.2.0 ; python_version >= "3.9" and python_version < "3.11"
+exceptiongroup==1.2.1 ; python_version >= "3.9" and python_version < "3.11"
 executing==2.0.1 ; python_version >= "3.9" and python_version < "4.0"
-fasteners==0.19 ; python_version >= "3.9" and python_version < "4.0"
+fasteners==0.19 ; python_version >= "3.9" and python_version < "4.0" and sys_platform != "emscripten"
 fastjsonschema==2.19.1 ; python_version >= "3.9" and python_version < "4.0"
-fiona==1.9.5 ; python_version >= "3.9" and python_version < "4.0"
-flox==0.9.0 ; python_version >= "3.9" and python_version < "4.0"
-fonttools==4.48.1 ; python_version >= "3.9" and python_version < "4.0"
+fiona==1.9.6 ; python_version >= "3.9" and python_version < "4.0"
+flox==0.9.7 ; python_version >= "3.9" and python_version < "4.0"
+fonttools==4.51.0 ; python_version >= "3.9" and python_version < "4.0"
 frozenlist==1.4.1 ; python_version == "3.12"
-fsspec==2024.2.0 ; python_version >= "3.9" and python_version < "4.0"
-future==0.18.3 ; python_version >= "3.9" and python_version < "4.0"
-geopandas==0.14.3 ; python_version >= "3.9" and python_version < "4.0"
-geoviews==1.11.0 ; python_version >= "3.9" and python_version < "4.0"
+fsspec==2024.5.0 ; python_version >= "3.9" and python_version < "4.0"
+future==1.0.0 ; python_version >= "3.9" and python_version < "4.0"
+geopandas==0.14.4 ; python_version >= "3.9" and python_version < "4.0"
+geoviews==1.12.0 ; python_version >= "3.9" and python_version < "4.0"
 ghp-import==2.1.0 ; python_version >= "3.9" and python_version < "4.0"
-griffe==0.40.0 ; python_version >= "3.9" and python_version < "4.0"
+griffe==0.45.1 ; python_version >= "3.9" and python_version < "4.0"
 h5netcdf==1.3.0 ; python_version >= "3.9" and python_version < "4.0"
-h5py==3.10.0 ; python_version >= "3.9" and python_version < "4.0"
-holoviews==1.18.1 ; python_version >= "3.9" and python_version < "4.0"
-idna==3.6 ; python_version >= "3.9" and python_version < "4.0"
-importlib-metadata==7.0.1 ; python_version >= "3.9" and python_version < "4.0"
-importlib-resources==6.1.1 ; python_version >= "3.9" and python_version < "3.10"
+h5py==3.11.0 ; python_version >= "3.9" and python_version < "4.0"
+holoviews==1.18.3 ; python_version >= "3.9" and python_version < "4.0"
+idna==3.7 ; python_version >= "3.9" and python_version < "4.0"
+importlib-metadata==7.1.0 ; python_version >= "3.9" and python_version < "3.12"
+importlib-resources==6.4.0 ; python_version >= "3.9" and python_version < "3.10"
 iniconfig==2.0.0 ; python_version >= "3.9" and python_version < "4.0"
-ipykernel==6.29.1 ; python_version >= "3.9" and python_version < "4.0"
+ipykernel==6.29.4 ; python_version >= "3.9" and python_version < "4.0"
 ipython==8.18.1 ; python_version >= "3.9" and python_version < "4.0"
 jedi==0.19.1 ; python_version >= "3.9" and python_version < "4.0"
-jinja2==3.1.3 ; python_version >= "3.9" and python_version < "4.0"
+jinja2==3.1.4 ; python_version >= "3.9" and python_version < "4.0"
 jsonschema-specifications==2023.12.1 ; python_version >= "3.9" and python_version < "4.0"
-jsonschema==4.21.1 ; python_version >= "3.9" and python_version < "4.0"
-jupyter-client==8.6.0 ; python_version >= "3.9" and python_version < "4.0"
-jupyter-core==5.7.1 ; python_version >= "3.9" and python_version < "4.0"
+jsonschema==4.22.0 ; python_version >= "3.9" and python_version < "4.0"
+jupyter-client==8.6.1 ; python_version >= "3.9" and python_version < "4.0"
+jupyter-core==5.7.2 ; python_version >= "3.9" and python_version < "4.0"
 kiwisolver==1.4.5 ; python_version >= "3.9" and python_version < "4.0"
 linkify-it-py==2.0.3 ; python_version >= "3.9" and python_version < "4.0"
 llvmlite==0.42.0 ; python_version >= "3.9" and python_version < "4.0"
 locket==1.0.0 ; python_version >= "3.9" and python_version < "4.0"
 lz4==4.3.3 ; python_version >= "3.9" and python_version < "4.0"
 markdown-it-py==3.0.0 ; python_version >= "3.9" and python_version < "4.0"
-markdown==3.5.2 ; python_version >= "3.9" and python_version < "4.0"
+markdown==3.6 ; python_version >= "3.9" and python_version < "4.0"
 markupsafe==2.1.5 ; python_version >= "3.9" and python_version < "4.0"
-matplotlib-inline==0.1.6 ; python_version >= "3.9" and python_version < "4.0"
-matplotlib==3.8.2 ; python_version >= "3.9" and python_version < "4.0"
-mdit-py-plugins==0.4.0 ; python_version >= "3.9" and python_version < "4.0"
+matplotlib-inline==0.1.7 ; python_version >= "3.9" and python_version < "4.0"
+matplotlib==3.9.0 ; python_version >= "3.9" and python_version < "4.0"
+mdit-py-plugins==0.4.1 ; python_version >= "3.9" and python_version < "4.0"
 mdurl==0.1.2 ; python_version >= "3.9" and python_version < "4.0"
 mergedeep==1.3.4 ; python_version >= "3.9" and python_version < "4.0"
-mkdocs-autorefs==0.5.0 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-autorefs==1.0.1 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-get-deps==0.2.0 ; python_version >= "3.9" and python_version < "4.0"
 mkdocs-material-extensions==1.3.1 ; python_version >= "3.9" and python_version < "4.0"
-mkdocs-material==9.5.7 ; python_version >= "3.9" and python_version < "4.0"
-mkdocs==1.5.3 ; python_version >= "3.9" and python_version < "4.0"
-mkdocstrings-python==1.8.0 ; python_version >= "3.9" and python_version < "4.0"
-mkdocstrings==0.24.0 ; python_version >= "3.9" and python_version < "4.0"
-msgpack==1.0.7 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs-material==9.5.23 ; python_version >= "3.9" and python_version < "4.0"
+mkdocs==1.6.0 ; python_version >= "3.9" and python_version < "4.0"
+mkdocstrings-python==1.10.2 ; python_version >= "3.9" and python_version < "4.0"
+mkdocstrings==0.25.1 ; python_version >= "3.9" and python_version < "4.0"
+msgpack==1.0.8 ; python_version >= "3.9" and python_version < "4.0"
 multidict==6.0.5 ; python_version == "3.12"
 multipledispatch==1.0.0 ; python_version >= "3.9" and python_version < "4.0"
 mypy-extensions==1.0.0 ; python_version >= "3.9" and python_version < "4.0"
-mypy==1.8.0 ; python_version >= "3.9" and python_version < "4.0"
-nbclient==0.9.0 ; python_version >= "3.9" and python_version < "4.0"
-nbformat==5.9.2 ; python_version >= "3.9" and python_version < "4.0"
+mypy==1.10.0 ; python_version >= "3.9" and python_version < "4.0"
+nbclient==0.10.0 ; python_version >= "3.9" and python_version < "4.0"
+nbformat==5.10.4 ; python_version >= "3.9" and python_version < "4.0"
 nest-asyncio==1.6.0 ; python_version >= "3.9" and python_version < "4.0"
 netcdf4==1.6.5 ; python_version >= "3.9" and python_version < "4.0"
-numba==0.59.0 ; python_version >= "3.9" and python_version < "4.0"
-numbagg==0.8.0 ; python_version >= "3.9" and python_version < "4.0"
+numba==0.59.1 ; python_version >= "3.9" and python_version < "4.0"
+numbagg==0.8.1 ; python_version >= "3.9" and python_version < "4.0"
 numcodecs==0.12.1 ; python_version >= "3.9" and python_version < "4.0"
-numpy-groupies==0.10.2 ; python_version >= "3.9" and python_version < "4.0"
+numpy-groupies==0.11.1 ; python_version >= "3.9" and python_version < "4.0"
 numpy-indexed==0.3.7 ; python_version >= "3.9" and python_version < "4.0"
 numpy==1.26.4 ; python_version >= "3.9" and python_version < "4.0"
 opt-einsum==3.3.0 ; python_version >= "3.9" and python_version < "4.0"
-packaging==23.2 ; python_version >= "3.9" and python_version < "4.0"
+packaging==24.0 ; python_version >= "3.9" and python_version < "4.0"
 paginate==0.5.6 ; python_version >= "3.9" and python_version < "4.0"
-pandas-stubs==2.1.4.231227 ; python_version >= "3.9" and python_version < "4.0"
-pandas==2.2.0 ; python_version >= "3.9" and python_version < "4.0"
-panel==1.3.8 ; python_version >= "3.9" and python_version < "4.0"
-papermill==2.5.0 ; python_version >= "3.9" and python_version < "4.0"
-param==2.0.2 ; python_version >= "3.9" and python_version < "4.0"
-parso==0.8.3 ; python_version >= "3.9" and python_version < "4.0"
-partd==1.4.1 ; python_version >= "3.9" and python_version < "4.0"
+pandas-stubs==2.2.2.240514 ; python_version >= "3.9" and python_version < "4.0"
+pandas==2.2.2 ; python_version >= "3.9" and python_version < "4.0"
+panel==1.4.2 ; python_version >= "3.9" and python_version < "4.0"
+papermill==2.6.0 ; python_version >= "3.9" and python_version < "4.0"
+param==2.1.0 ; python_version >= "3.9" and python_version < "4.0"
+parso==0.8.4 ; python_version >= "3.9" and python_version < "4.0"
+partd==1.4.2 ; python_version >= "3.9" and python_version < "4.0"
 pathspec==0.12.1 ; python_version >= "3.9" and python_version < "4.0"
 pexpect==4.9.0 ; python_version >= "3.9" and python_version < "4.0" and sys_platform != "win32"
-pillow==10.2.0 ; python_version >= "3.9" and python_version < "4.0"
-platformdirs==4.2.0 ; python_version >= "3.9" and python_version < "4.0"
-pluggy==1.4.0 ; python_version >= "3.9" and python_version < "4.0"
-pooch==1.8.0 ; python_version >= "3.9" and python_version < "4.0"
+pillow==10.3.0 ; python_version >= "3.9" and python_version < "4.0"
+platformdirs==4.2.2 ; python_version >= "3.9" and python_version < "4.0"
+pluggy==1.5.0 ; python_version >= "3.9" and python_version < "4.0"
+pooch==1.8.1 ; python_version >= "3.9" and python_version < "4.0"
 prompt-toolkit==3.0.43 ; python_version >= "3.9" and python_version < "4.0"
 psutil==5.9.8 ; python_version >= "3.9" and python_version < "4.0"
 ptyprocess==0.7.0 ; python_version >= "3.9" and python_version < "4.0" and sys_platform != "win32"
 pure-eval==0.2.2 ; python_version >= "3.9" and python_version < "4.0"
 pyarrow-hotfix==0.6 ; python_version >= "3.9" and python_version < "4.0"
-pyarrow==15.0.0 ; python_version >= "3.9" and python_version < "4.0"
-pycparser==2.21 ; python_version >= "3.9" and python_version < "4.0" and implementation_name == "pypy"
+pyarrow==16.1.0 ; python_version >= "3.9" and python_version < "4.0"
+pycparser==2.22 ; python_version >= "3.9" and python_version < "4.0" and implementation_name == "pypy"
 pyct==0.5.0 ; python_version >= "3.9" and python_version < "4.0"
 pydap==3.4.1 ; python_version < "3.10" and python_version >= "3.9"
-pygments==2.17.2 ; python_version >= "3.9" and python_version < "4.0"
-pymdown-extensions==10.7 ; python_version >= "3.9" and python_version < "4.0"
-pyparsing==3.1.1 ; python_version >= "3.9" and python_version < "4.0"
+pygments==2.18.0 ; python_version >= "3.9" and python_version < "4.0"
+pymdown-extensions==10.8.1 ; python_version >= "3.9" and python_version < "4.0"
+pyparsing==3.1.2 ; python_version >= "3.9" and python_version < "4.0"
 pyproj==3.6.1 ; python_version >= "3.9" and python_version < "4.0"
 pyshp==2.3.1 ; python_version >= "3.9" and python_version < "4.0"
-pytest-cov==4.1.0 ; python_version >= "3.9" and python_version < "4.0"
-pytest==8.0.0 ; python_version >= "3.9" and python_version < "4.0"
-python-dateutil==2.8.2 ; python_version >= "3.9" and python_version < "4.0"
+pytest-cov==5.0.0 ; python_version >= "3.9" and python_version < "4.0"
+pytest==8.2.0 ; python_version >= "3.9" and python_version < "4.0"
+python-dateutil==2.9.0.post0 ; python_version >= "3.9" and python_version < "4.0"
 pytz==2024.1 ; python_version >= "3.9" and python_version < "4.0"
-pyviz-comms==3.0.1 ; python_version >= "3.9" and python_version < "4.0"
+pyviz-comms==3.0.2 ; python_version >= "3.9" and python_version < "4.0"
 pywin32==306 ; sys_platform == "win32" and platform_python_implementation != "PyPy" and python_version >= "3.9" and python_version < "4.0"
 pyyaml-env-tag==0.1 ; python_version >= "3.9" and python_version < "4.0"
 pyyaml==6.0.1 ; python_version >= "3.9" and python_version < "4.0"
-pyzmq==25.1.2 ; python_version >= "3.9" and python_version < "4.0"
-referencing==0.33.0 ; python_version >= "3.9" and python_version < "4.0"
-regex==2023.12.25 ; python_version >= "3.9" and python_version < "4.0"
+pyzmq==26.0.3 ; python_version >= "3.9" and python_version < "4.0"
+referencing==0.35.1 ; python_version >= "3.9" and python_version < "4.0"
+regex==2024.5.15 ; python_version >= "3.9" and python_version < "4.0"
 requests==2.31.0 ; python_version >= "3.9" and python_version < "4.0"
-rpds-py==0.17.1 ; python_version >= "3.9" and python_version < "4.0"
-scipy==1.12.0 ; python_version >= "3.9" and python_version < "4.0"
-setuptools==69.0.3 ; python_version >= "3.9" and python_version < "4.0"
-shapely==2.0.2 ; python_version >= "3.9" and python_version < "4.0"
+rpds-py==0.18.1 ; python_version >= "3.9" and python_version < "4.0"
+scipy==1.13.0 ; python_version >= "3.9" and python_version < "4.0"
+shapely==2.0.4 ; python_version >= "3.9" and python_version < "4.0"
 six==1.16.0 ; python_version >= "3.9" and python_version < "4.0"
 sortedcontainers==2.4.0 ; python_version >= "3.9" and python_version < "4.0"
 soupsieve==2.5 ; python_version < "3.10" and python_version >= "3.9"
 stack-data==0.6.3 ; python_version >= "3.9" and python_version < "4.0"
 tblib==3.0.0 ; python_version >= "3.9" and python_version < "4.0"
-tenacity==8.2.3 ; python_version >= "3.9" and python_version < "4.0"
+tenacity==8.3.0 ; python_version >= "3.9" and python_version < "4.0"
 tomli==2.0.1 ; python_version >= "3.9" and python_full_version <= "3.11.0a6"
 toolz==0.12.1 ; python_version >= "3.9" and python_version < "4.0"
 tornado==6.4 ; python_version >= "3.9" and python_version < "4.0"
-tqdm==4.66.1 ; python_version >= "3.9" and python_version < "4.0"
-traitlets==5.14.1 ; python_version >= "3.9" and python_version < "4.0"
-types-decorator==5.1.8.20240106 ; python_version >= "3.9" and python_version < "4.0"
-types-pytz==2024.1.0.20240203 ; python_version >= "3.9" and python_version < "4.0"
-typing-extensions==4.9.0 ; python_version >= "3.9" and python_version < "4.0"
-tzdata==2023.4 ; python_version >= "3.9" and python_version < "4.0"
-uc-micro-py==1.0.2 ; python_version >= "3.9" and python_version < "4.0"
-urllib3==2.2.0 ; python_version >= "3.9" and python_version < "4.0"
-watchdog==3.0.0 ; python_version >= "3.9" and python_version < "4.0"
+tqdm==4.66.4 ; python_version >= "3.9" and python_version < "4.0"
+traitlets==5.14.3 ; python_version >= "3.9" and python_version < "4.0"
+types-decorator==5.1.8.20240310 ; python_version >= "3.9" and python_version < "4.0"
+types-pytz==2024.1.0.20240417 ; python_version >= "3.9" and python_version < "4.0"
+typing-extensions==4.11.0 ; python_version >= "3.9" and python_version < "4.0"
+tzdata==2024.1 ; python_version >= "3.9" and python_version < "4.0"
+uc-micro-py==1.0.3 ; python_version >= "3.9" and python_version < "4.0"
+urllib3==2.2.1 ; python_version >= "3.9" and python_version < "4.0"
+watchdog==4.0.0 ; python_version >= "3.9" and python_version < "4.0"
 wcwidth==0.2.13 ; python_version >= "3.9" and python_version < "4.0"
 webencodings==0.5.1 ; python_version >= "3.9" and python_version < "4.0"
 webob==1.8.7 ; python_version >= "3.9" and python_version < "3.10"
-xarray==2024.1.1 ; python_version >= "3.9" and python_version < "4.0"
-xarray[accel,io]==2024.1.1 ; python_version >= "3.9" and python_version < "4.0"
-xyzservices==2023.10.1 ; python_version >= "3.9" and python_version < "4.0"
+xarray-selafin==0.1.5 ; python_version >= "3.9" and python_version < "4.0"
+xarray==2024.5.0 ; python_version >= "3.9" and python_version < "4.0"
+xarray[accel,io]==2024.5.0 ; python_version >= "3.9" and python_version < "4.0"
+xyzservices==2024.4.0 ; python_version >= "3.9" and python_version < "4.0"
 yarl==1.9.4 ; python_version == "3.12"
-zarr==2.16.1 ; python_version >= "3.9" and python_version < "4.0"
+zarr==2.18.1 ; python_version >= "3.9" and python_version < "4.0"
 zict==3.0.0 ; python_version >= "3.9" and python_version < "4.0"
-zipp==3.17.0 ; python_version >= "3.9" and python_version < "4.0"
+zipp==3.18.2 ; python_version >= "3.9" and python_version < "3.12"
diff --git a/requirements/requirements.txt b/requirements/requirements.txt
index ce1db99..384087c 100644
--- a/requirements/requirements.txt
+++ b/requirements/requirements.txt
@@ -2,9 +2,9 @@ asciitree==0.3.3 ; python_version >= "3.9" and python_version < "4.0"
 attrs==23.2.0 ; python_version >= "3.9" and python_version < "4.0"
 beautifulsoup4==4.12.3 ; python_version < "3.10" and python_version >= "3.9"
 bleach==6.1.0 ; python_version >= "3.9" and python_version < "4.0"
-bokeh==3.3.4 ; python_version >= "3.9" and python_version < "4.0"
-bottleneck==1.3.7 ; python_version >= "3.9" and python_version < "4.0"
-cartopy==0.22.0 ; python_version >= "3.9" and python_version < "4.0"
+bokeh==3.4.1 ; python_version >= "3.9" and python_version < "4.0"
+bottleneck==1.3.8 ; python_version >= "3.9" and python_version < "4.0"
+cartopy==0.23.0 ; python_version >= "3.9" and python_version < "4.0"
 certifi==2024.2.2 ; python_version >= "3.9" and python_version < "4.0"
 cftime==1.6.3 ; python_version >= "3.9" and python_version < "4.0"
 charset-normalizer==3.3.2 ; python_version >= "3.9" and python_version < "4.0"
@@ -12,91 +12,97 @@ click-plugins==1.1.1 ; python_version >= "3.9" and python_version < "4.0"
 click==8.1.7 ; python_version >= "3.9" and python_version < "4.0"
 cligj==0.7.2 ; python_version >= "3.9" and python_version < "4"
 cloudpickle==3.0.0 ; python_version >= "3.9" and python_version < "4.0"
-colorama==0.4.6 ; python_version >= "3.9" and python_version < "4.0" and platform_system == "Windows"
-colorcet==3.0.1 ; python_version >= "3.9" and python_version < "4.0"
-contourpy==1.2.0 ; python_version >= "3.9" and python_version < "4.0"
+colorama==0.4.6 ; python_version >= "3.9" and python_version < "4.0" and (platform_system == "Windows" or sys_platform == "win32")
+colorcet==3.1.0 ; python_version >= "3.9" and python_version < "4.0"
+contourpy==1.2.1 ; python_version >= "3.9" and python_version < "4.0"
 cycler==0.12.1 ; python_version >= "3.9" and python_version < "4.0"
-dask==2024.1.1 ; python_version >= "3.9" and python_version < "4.0"
-dask[array,complete,dataframe,diagnostics,distributed]==2024.1.1 ; python_version >= "3.9" and python_version < "4.0"
-datashader==0.16.0 ; python_version >= "3.9" and python_version < "4.0"
-distributed==2024.1.1 ; python_version >= "3.9" and python_version < "4.0"
+dask-expr==1.1.1 ; python_version >= "3.9" and python_version < "4.0"
+dask==2024.5.1 ; python_version >= "3.9" and python_version < "4.0"
+dask[array,complete,dataframe,diagnostics,distributed]==2024.5.1 ; python_version >= "3.9" and python_version < "4.0"
+datashader==0.16.1 ; python_version >= "3.9" and python_version < "4.0"
+distributed==2024.5.1 ; python_version >= "3.9" and python_version < "4.0"
 docopt==0.6.2 ; python_version < "3.10" and python_version >= "3.9"
-fasteners==0.19 ; python_version >= "3.9" and python_version < "4.0"
-fiona==1.9.5 ; python_version >= "3.9" and python_version < "4.0"
-flox==0.9.0 ; python_version >= "3.9" and python_version < "4.0"
-fonttools==4.48.1 ; python_version >= "3.9" and python_version < "4.0"
-fsspec==2024.2.0 ; python_version >= "3.9" and python_version < "4.0"
-future==0.18.3 ; python_version >= "3.9" and python_version < "4.0"
-geopandas==0.14.3 ; python_version >= "3.9" and python_version < "4.0"
-geoviews==1.11.0 ; python_version >= "3.9" and python_version < "4.0"
+exceptiongroup==1.2.1 ; python_version >= "3.9" and python_version < "3.11"
+fasteners==0.19 ; python_version >= "3.9" and python_version < "4.0" and sys_platform != "emscripten"
+fiona==1.9.6 ; python_version >= "3.9" and python_version < "4.0"
+flox==0.9.7 ; python_version >= "3.9" and python_version < "4.0"
+fonttools==4.51.0 ; python_version >= "3.9" and python_version < "4.0"
+fsspec==2024.5.0 ; python_version >= "3.9" and python_version < "4.0"
+future==1.0.0 ; python_version >= "3.9" and python_version < "4.0"
+geopandas==0.14.4 ; python_version >= "3.9" and python_version < "4.0"
+geoviews==1.12.0 ; python_version >= "3.9" and python_version < "4.0"
 h5netcdf==1.3.0 ; python_version >= "3.9" and python_version < "4.0"
-h5py==3.10.0 ; python_version >= "3.9" and python_version < "4.0"
-holoviews==1.18.1 ; python_version >= "3.9" and python_version < "4.0"
-idna==3.6 ; python_version >= "3.9" and python_version < "4.0"
-importlib-metadata==7.0.1 ; python_version >= "3.9" and python_version < "4.0"
-importlib-resources==6.1.1 ; python_version >= "3.9" and python_version < "3.10"
-jinja2==3.1.3 ; python_version >= "3.9" and python_version < "4.0"
+h5py==3.11.0 ; python_version >= "3.9" and python_version < "4.0"
+holoviews==1.18.3 ; python_version >= "3.9" and python_version < "4.0"
+idna==3.7 ; python_version >= "3.9" and python_version < "4.0"
+importlib-metadata==7.1.0 ; python_version >= "3.9" and python_version < "3.12"
+importlib-resources==6.4.0 ; python_version >= "3.9" and python_version < "3.10"
+iniconfig==2.0.0 ; python_version >= "3.9" and python_version < "4.0"
+jinja2==3.1.4 ; python_version >= "3.9" and python_version < "4.0"
 kiwisolver==1.4.5 ; python_version >= "3.9" and python_version < "4.0"
 linkify-it-py==2.0.3 ; python_version >= "3.9" and python_version < "4.0"
 llvmlite==0.42.0 ; python_version >= "3.9" and python_version < "4.0"
 locket==1.0.0 ; python_version >= "3.9" and python_version < "4.0"
 lz4==4.3.3 ; python_version >= "3.9" and python_version < "4.0"
 markdown-it-py==3.0.0 ; python_version >= "3.9" and python_version < "4.0"
-markdown==3.5.2 ; python_version >= "3.9" and python_version < "4.0"
+markdown==3.6 ; python_version >= "3.9" and python_version < "4.0"
 markupsafe==2.1.5 ; python_version >= "3.9" and python_version < "4.0"
-matplotlib==3.8.2 ; python_version >= "3.9" and python_version < "4.0"
-mdit-py-plugins==0.4.0 ; python_version >= "3.9" and python_version < "4.0"
+matplotlib==3.9.0 ; python_version >= "3.9" and python_version < "4.0"
+mdit-py-plugins==0.4.1 ; python_version >= "3.9" and python_version < "4.0"
 mdurl==0.1.2 ; python_version >= "3.9" and python_version < "4.0"
-msgpack==1.0.7 ; python_version >= "3.9" and python_version < "4.0"
+msgpack==1.0.8 ; python_version >= "3.9" and python_version < "4.0"
 multipledispatch==1.0.0 ; python_version >= "3.9" and python_version < "4.0"
 netcdf4==1.6.5 ; python_version >= "3.9" and python_version < "4.0"
-numba==0.59.0 ; python_version >= "3.9" and python_version < "4.0"
-numbagg==0.8.0 ; python_version >= "3.9" and python_version < "4.0"
+numba==0.59.1 ; python_version >= "3.9" and python_version < "4.0"
+numbagg==0.8.1 ; python_version >= "3.9" and python_version < "4.0"
 numcodecs==0.12.1 ; python_version >= "3.9" and python_version < "4.0"
-numpy-groupies==0.10.2 ; python_version >= "3.9" and python_version < "4.0"
+numpy-groupies==0.11.1 ; python_version >= "3.9" and python_version < "4.0"
 numpy-indexed==0.3.7 ; python_version >= "3.9" and python_version < "4.0"
 numpy==1.26.4 ; python_version >= "3.9" and python_version < "4.0"
 opt-einsum==3.3.0 ; python_version >= "3.9" and python_version < "4.0"
-packaging==23.2 ; python_version >= "3.9" and python_version < "4.0"
-pandas==2.2.0 ; python_version >= "3.9" and python_version < "4.0"
-panel==1.3.8 ; python_version >= "3.9" and python_version < "4.0"
-param==2.0.2 ; python_version >= "3.9" and python_version < "4.0"
-partd==1.4.1 ; python_version >= "3.9" and python_version < "4.0"
-pillow==10.2.0 ; python_version >= "3.9" and python_version < "4.0"
-platformdirs==4.2.0 ; python_version >= "3.9" and python_version < "4.0"
-pooch==1.8.0 ; python_version >= "3.9" and python_version < "4.0"
+packaging==24.0 ; python_version >= "3.9" and python_version < "4.0"
+pandas==2.2.2 ; python_version >= "3.9" and python_version < "4.0"
+panel==1.4.2 ; python_version >= "3.9" and python_version < "4.0"
+param==2.1.0 ; python_version >= "3.9" and python_version < "4.0"
+partd==1.4.2 ; python_version >= "3.9" and python_version < "4.0"
+pillow==10.3.0 ; python_version >= "3.9" and python_version < "4.0"
+platformdirs==4.2.2 ; python_version >= "3.9" and python_version < "4.0"
+pluggy==1.5.0 ; python_version >= "3.9" and python_version < "4.0"
+pooch==1.8.1 ; python_version >= "3.9" and python_version < "4.0"
 psutil==5.9.8 ; python_version >= "3.9" and python_version < "4.0"
 pyarrow-hotfix==0.6 ; python_version >= "3.9" and python_version < "4.0"
-pyarrow==15.0.0 ; python_version >= "3.9" and python_version < "4.0"
+pyarrow==16.1.0 ; python_version >= "3.9" and python_version < "4.0"
 pyct==0.5.0 ; python_version >= "3.9" and python_version < "4.0"
 pydap==3.4.1 ; python_version < "3.10" and python_version >= "3.9"
-pyparsing==3.1.1 ; python_version >= "3.9" and python_version < "4.0"
+pyparsing==3.1.2 ; python_version >= "3.9" and python_version < "4.0"
 pyproj==3.6.1 ; python_version >= "3.9" and python_version < "4.0"
 pyshp==2.3.1 ; python_version >= "3.9" and python_version < "4.0"
-python-dateutil==2.8.2 ; python_version >= "3.9" and python_version < "4.0"
+pytest==8.2.0 ; python_version >= "3.9" and python_version < "4.0"
+python-dateutil==2.9.0.post0 ; python_version >= "3.9" and python_version < "4.0"
 pytz==2024.1 ; python_version >= "3.9" and python_version < "4.0"
-pyviz-comms==3.0.1 ; python_version >= "3.9" and python_version < "4.0"
+pyviz-comms==3.0.2 ; python_version >= "3.9" and python_version < "4.0"
 pyyaml==6.0.1 ; python_version >= "3.9" and python_version < "4.0"
 requests==2.31.0 ; python_version >= "3.9" and python_version < "4.0"
-scipy==1.12.0 ; python_version >= "3.9" and python_version < "4.0"
-setuptools==69.0.3 ; python_version >= "3.9" and python_version < "4.0"
-shapely==2.0.2 ; python_version >= "3.9" and python_version < "4.0"
+scipy==1.13.0 ; python_version >= "3.9" and python_version < "4.0"
+shapely==2.0.4 ; python_version >= "3.9" and python_version < "4.0"
 six==1.16.0 ; python_version >= "3.9" and python_version < "4.0"
 sortedcontainers==2.4.0 ; python_version >= "3.9" and python_version < "4.0"
 soupsieve==2.5 ; python_version < "3.10" and python_version >= "3.9"
 tblib==3.0.0 ; python_version >= "3.9" and python_version < "4.0"
+tomli==2.0.1 ; python_version >= "3.9" and python_version < "3.11"
 toolz==0.12.1 ; python_version >= "3.9" and python_version < "4.0"
 tornado==6.4 ; python_version >= "3.9" and python_version < "4.0"
-tqdm==4.66.1 ; python_version >= "3.9" and python_version < "4.0"
-typing-extensions==4.9.0 ; python_version >= "3.9" and python_version < "4.0"
-tzdata==2023.4 ; python_version >= "3.9" and python_version < "4.0"
-uc-micro-py==1.0.2 ; python_version >= "3.9" and python_version < "4.0"
-urllib3==2.2.0 ; python_version >= "3.9" and python_version < "4.0"
+tqdm==4.66.4 ; python_version >= "3.9" and python_version < "4.0"
+typing-extensions==4.11.0 ; python_version >= "3.9" and python_version < "4.0"
+tzdata==2024.1 ; python_version >= "3.9" and python_version < "4.0"
+uc-micro-py==1.0.3 ; python_version >= "3.9" and python_version < "4.0"
+urllib3==2.2.1 ; python_version >= "3.9" and python_version < "4.0"
 webencodings==0.5.1 ; python_version >= "3.9" and python_version < "4.0"
 webob==1.8.7 ; python_version >= "3.9" and python_version < "3.10"
-xarray==2024.1.1 ; python_version >= "3.9" and python_version < "4.0"
-xarray[accel,io]==2024.1.1 ; python_version >= "3.9" and python_version < "4.0"
-xyzservices==2023.10.1 ; python_version >= "3.9" and python_version < "4.0"
-zarr==2.16.1 ; python_version >= "3.9" and python_version < "4.0"
+xarray-selafin==0.1.5 ; python_version >= "3.9" and python_version < "4.0"
+xarray==2024.5.0 ; python_version >= "3.9" and python_version < "4.0"
+xarray[accel,io]==2024.5.0 ; python_version >= "3.9" and python_version < "4.0"
+xyzservices==2024.4.0 ; python_version >= "3.9" and python_version < "4.0"
+zarr==2.18.1 ; python_version >= "3.9" and python_version < "4.0"
 zict==3.0.0 ; python_version >= "3.9" and python_version < "4.0"
-zipp==3.17.0 ; python_version >= "3.9" and python_version < "4.0"
+zipp==3.18.2 ; python_version >= "3.9" and python_version < "3.12"
diff --git a/tests/api_test.py b/tests/api_test.py
index 92aa6a1..63e1dfd 100644
--- a/tests/api_test.py
+++ b/tests/api_test.py
@@ -9,11 +9,19 @@
 from thalassa import normalization
 
 ADCIRC_NC = DATA_DIR / "fort.63.nc"
+SELAFIN = DATA_DIR / "r3d_tidal_flats.slf"
 
+@pytest.mark.parametrize(
+    "file,variable",
+    [
+        pytest.param(ADCIRC_NC, "zeta"),
+        pytest.param(SELAFIN, "U"),
+    ],
+)
 
-def test_main_api():
-    variable = "zeta"
-    ds = api.open_dataset(ADCIRC_NC)
+
+def test_main_api(file, variable):
+    ds = api.open_dataset(file)
     assert normalization.is_generic(ds)
 
     # Create objects
diff --git a/tests/normalization_test.py b/tests/normalization_test.py
index 3786c78..0bb30cb 100644
--- a/tests/normalization_test.py
+++ b/tests/normalization_test.py
@@ -12,6 +12,7 @@
     "ds,expected_fmt",
     [
         pytest.param(api.open_dataset(DATA_DIR / "fort.63.nc", normalize=False), THALASSA_FORMATS.ADCIRC, id="ADCIRC"),
+        pytest.param(api.open_dataset(DATA_DIR / "r3d_tidal_flats.slf", normalize=False), THALASSA_FORMATS.TELEMAC, id="TELEMAC"),
         pytest.param(xr.Dataset(), THALASSA_FORMATS.UNKNOWN, id="Unknown"),
     ],
 )
@@ -24,6 +25,7 @@ def test_infer_format(ds, expected_fmt):
     "path,expected",
     [
         pytest.param(DATA_DIR / "fort.63.nc", True, id="ADCIRC"),
+        pytest.param(DATA_DIR / "r3d_tidal_flats.slf", True, id="TELEMAC"),
         pytest.param(__file__, False, id="Unknown"),
     ],
 )
diff --git a/thalassa/api.py b/thalassa/api.py
index f25d6bf..c17adf7 100644
--- a/thalassa/api.py
+++ b/thalassa/api.py
@@ -74,7 +74,7 @@ def open_dataset(
     import xarray as xr
 
     default_kwargs: dict[str, T.Any] = dict(
-        mask_and_scale=True,
+        # mask_and_scale=True,
         cache=False,
         drop_variables=ADCIRC_VARIABLES_TO_BE_DROPPED,
     )
diff --git a/thalassa/normalization.py b/thalassa/normalization.py
index cd4855f..b6eb197 100644
--- a/thalassa/normalization.py
+++ b/thalassa/normalization.py
@@ -19,19 +19,29 @@ class THALASSA_FORMATS(enum.Enum):
     UNKNOWN = "UNKNOWN"
     ADCIRC = "ADCIRC"
     SCHISM = "SCHISM"
+    TELEMAC = "TELEMAC"
     GENERIC = "GENERIC"
     PYPOSEIDON = "PYPOSEIDON"
 
 
 # fmt: off
+EDGE_DIM = "edge"
+FACE_DIM = "face"
+NODE_DIM = "node"
+VERTICAL_DIM = "layer"
+CONNECTIVITY = "face_nodes"
+VERTICE_DIM = "max_no_vertices"
+X_DIM = "lon"
+Y_DIM = "lat"
+
 _GENERIC_DIMS = {
-    "node",
+    NODE_DIM,
     "triface",
     "three",
 }
 _GENERIC_VARS = {
-    "lon",
-    "lat",
+    X_DIM,
+    Y_DIM,
     "triface_nodes",
 }
 _SCHISM_DIMS = {
@@ -45,6 +55,14 @@ class THALASSA_FORMATS(enum.Enum):
     "SCHISM_hgrid_node_y",
     "SCHISM_hgrid_face_nodes",
 }
+_TELEMAC_DIMS = {
+    "node",
+}
+_TELEMAC_VARS = {
+    "x",
+    "y",
+    "ikle2",
+}
 _PYPOSEIDON_DIMS = {
     "nSCHISM_hgrid_face",
     "nSCHISM_hgrid_node",
@@ -76,6 +94,11 @@ def is_schism(ds: xarray.Dataset) -> bool:
     return _SCHISM_DIMS.issubset(ds.dims) and _SCHISM_VARS.issubset(total_vars)
 
 
+def is_telemac(ds: xarray.Dataset) -> bool:
+    total_vars = list(ds.data_vars.keys()) + list(ds.coords.keys()) + list(ds.attrs.keys())
+    return _TELEMAC_DIMS.issubset(ds.dims) and _TELEMAC_VARS.issubset(total_vars)
+
+
 def is_pyposeidon(ds: xarray.Dataset) -> bool:
     return _PYPOSEIDON_DIMS.issubset(ds.dims) and _PYPOSEIDON_VARS.issubset(ds.data_vars)
 
@@ -87,6 +110,8 @@ def is_adcirc(ds: xarray.Dataset) -> bool:
 def infer_format(ds: xarray.Dataset) -> THALASSA_FORMATS:
     if is_schism(ds):
         fmt = THALASSA_FORMATS.SCHISM
+    if is_telemac(ds):
+        fmt = THALASSA_FORMATS.TELEMAC
     elif is_pyposeidon(ds):
         fmt = THALASSA_FORMATS.PYPOSEIDON
     elif is_generic(ds):
@@ -120,37 +145,59 @@ def normalize_generic(ds: xarray.Dataset) -> xarray.Dataset:
 def normalize_schism(ds: xarray.Dataset) -> xarray.Dataset:
     ds = ds.rename(
         {
-            "nSCHISM_hgrid_edge": "edge",
-            "nSCHISM_hgrid_face": "face",
-            "nSCHISM_hgrid_node": "node",
-            "SCHISM_hgrid_face_nodes": "face_nodes",
-            "nMaxSCHISM_hgrid_face_nodes": "max_no_vertices",
-            "SCHISM_hgrid_node_x": "lon",
-            "SCHISM_hgrid_node_y": "lat",
+            "nSCHISM_hgrid_edge": EDGE_DIM,
+            "nSCHISM_hgrid_face": FACE_DIM,
+            "nSCHISM_hgrid_node": NODE_DIM,
+            "SCHISM_hgrid_face_nodes": CONNECTIVITY,
+            "nMaxSCHISM_hgrid_face_nodes": VERTICE_DIM,
+            "SCHISM_hgrid_node_x": X_DIM,
+            "SCHISM_hgrid_node_y": Y_DIM,
         },
     )
     if "nSCHISM_vgrid_layers" in ds.dims:
         # I.e. OLD Schism IO or "merged" new IO
         ds = ds.rename(
             {
-                "nSCHISM_vgrid_layers": "layer",
+                "nSCHISM_vgrid_layers": VERTICAL_DIM,
             },
         )
     # SCHISM output uses one-based indices for `face_nodes`
     # Let's ensure that we use zero-based indices everywhere.
-    ds["face_nodes"] -= 1
+    ds[CONNECTIVITY] -= 1
+    return ds
+
+
+def normalize_telemac(ds: xarray.Dataset) -> xarray.Dataset:
+    ds = ds.rename(
+        {
+            "node": NODE_DIM,
+            "x": X_DIM,
+            "y": Y_DIM,
+        },
+    )
+    if "plan" in ds.dims:
+        # I.e. OLD Schism IO or "merged" new IO
+        ds = ds.rename(
+            {
+                "plan": VERTICAL_DIM,
+            },
+        )
+
+    # TELEMAC output uses one-based indices for `face_nodes`
+    # Let's ensure that we use zero-based indices everywhere.
+    ds[CONNECTIVITY] = ((FACE_DIM, VERTICE_DIM), ds.attrs['ikle2'] - 1)
     return ds
 
 
 def normalize_pyposeidon(ds: xarray.Dataset) -> xarray.Dataset:
     ds = ds.rename(
         {
-            "nSCHISM_hgrid_face": "face",
-            "nSCHISM_hgrid_node": "node",
-            "SCHISM_hgrid_face_nodes": "face_nodes",
-            "nMaxSCHISM_hgrid_face_nodes": "max_no_vertices",
-            "SCHISM_hgrid_node_x": "lon",
-            "SCHISM_hgrid_node_y": "lat",
+            "nSCHISM_hgrid_face": FACE_DIM,
+            "nSCHISM_hgrid_node": NODE_DIM,
+            "SCHISM_hgrid_face_nodes": CONNECTIVITY,
+            "nMaxSCHISM_hgrid_face_nodes": VERTICE_DIM,
+            "SCHISM_hgrid_node_x": X_DIM,
+            "SCHISM_hgrid_node_y": Y_DIM,
         },
     )
     return ds
@@ -159,16 +206,16 @@ def normalize_pyposeidon(ds: xarray.Dataset) -> xarray.Dataset:
 def normalize_adcirc(ds: xarray.Dataset) -> xarray.Dataset:
     ds = ds.rename(
         {
-            "x": "lon",
-            "y": "lat",
-            "element": "face_nodes",
-            "nvertex": "max_no_vertices",
-            "nele": "face",
+            "x": X_DIM,
+            "y": Y_DIM,
+            "element": CONNECTIVITY,
+            "nvertex": VERTICE_DIM,
+            "nele": FACE_DIM,
         },
     )
     # ADCIRC output uses one-based indices for `face_nodes`
     # Let's ensure that we use zero-based indices everywhere.
-    ds["face_nodes"] -= 1
+    ds[CONNECTIVITY] -= 1
     return ds
 
 
@@ -176,6 +223,7 @@ def normalize_adcirc(ds: xarray.Dataset) -> xarray.Dataset:
     THALASSA_FORMATS.ADCIRC: normalize_adcirc,
     THALASSA_FORMATS.GENERIC: normalize_generic,
     THALASSA_FORMATS.SCHISM: normalize_schism,
+    THALASSA_FORMATS.TELEMAC: normalize_telemac,
     THALASSA_FORMATS.PYPOSEIDON: normalize_pyposeidon,
 }