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+  - pydata-sphinx-theme>=0.15.2 ; extra == 'doc'
+  - sphinx-design>=0.4.0 ; extra == 'doc'
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   name: secretstorage
   version: 3.3.3
@@ -9381,6 +9978,50 @@ packages:
   url: https://files.pythonhosted.org/packages/21/02/88b65cc394961a60c43c70517066b6b679738caf78506a5da7b88ffcb643/widgetsnbextension-4.0.13-py3-none-any.whl
   sha256: 74b2692e8500525cc38c2b877236ba51d34541e6385eeed5aec15a70f88a6c71
   requires_python: '>=3.7'
+- kind: pypi
+  name: xarray
+  version: 2024.11.0
+  url: https://files.pythonhosted.org/packages/40/ed/1c4631ad5909487ea8907cd326d9855c2207d790e3936e77bda48173b8be/xarray-2024.11.0-py3-none-any.whl
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+  - numpy>=1.24
+  - packaging>=23.2
+  - pandas>=2.1
+  - scipy ; extra == 'accel'
+  - bottleneck ; extra == 'accel'
+  - numbagg ; extra == 'accel'
+  - numba>=0.54 ; extra == 'accel'
+  - flox ; extra == 'accel'
+  - opt-einsum ; extra == 'accel'
+  - xarray[accel,etc,io,parallel,viz] ; extra == 'complete'
+  - hypothesis ; extra == 'dev'
+  - jinja2 ; extra == 'dev'
+  - mypy ; extra == 'dev'
+  - pre-commit ; extra == 'dev'
+  - pytest ; extra == 'dev'
+  - pytest-cov ; extra == 'dev'
+  - pytest-env ; extra == 'dev'
+  - pytest-xdist ; extra == 'dev'
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+  - ruff ; extra == 'dev'
+  - sphinx ; extra == 'dev'
+  - sphinx-autosummary-accessors ; extra == 'dev'
+  - xarray[complete] ; extra == 'dev'
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+  - h5netcdf ; extra == 'io'
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+  - zarr ; extra == 'io'
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+  - cftime ; extra == 'io'
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+  - sparse ; extra == 'etc'
+  - dask[complete] ; extra == 'parallel'
+  - cartopy ; extra == 'viz'
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+  - nc-time-axis ; extra == 'viz'
+  - seaborn ; extra == 'viz'
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 - kind: conda
   name: xz
   version: 5.2.6
diff --git a/pyproject.toml b/pyproject.toml
index 5a92dbc..40fbf48 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,28 +1,26 @@
 [build-system]
-requires = [
-    "setuptools >=61",
-]
+requires = ["setuptools >=61"]
 build-backend = "setuptools.build_meta"
 
 [project]
 name = "flopy4"
 description = "Development project to reimplement MF6 support for FloPy"
 authors = [
-    {name = "Joe Hughes", email = "jdhughes@usgs.gov"},
-    {name = "Chris Langevin", email = "langevin@usgs.gov"},
-    {name = "Josh Larsen", email = "jlarsen@usgs.gov"},
-    {name = "Michael Reno", email = "mreno@ucar.edu"},
-    {name = "Wes Bonelli", email = "wbonelli@ucar.edu"},
+    { name = "Joe Hughes", email = "jdhughes@usgs.gov" },
+    { name = "Chris Langevin", email = "langevin@usgs.gov" },
+    { name = "Josh Larsen", email = "jlarsen@usgs.gov" },
+    { name = "Michael Reno", email = "mreno@ucar.edu" },
+    { name = "Wes Bonelli", email = "wbonelli@ucar.edu" },
 ]
 maintainers = [
-    {name = "Joe Hughes", email = "jdhughes@usgs.gov"},
-    {name = "Chris Langevin", email = "langevin@usgs.gov"},
-    {name = "Josh Larsen", email = "jlarsen@usgs.gov"},
-    {name = "Michael Reno", email = "mreno@ucar.edu"},
-    {name = "Wes Bonelli", email = "wbonelli@ucar.edu"},
+    { name = "Joe Hughes", email = "jdhughes@usgs.gov" },
+    { name = "Chris Langevin", email = "langevin@usgs.gov" },
+    { name = "Josh Larsen", email = "jlarsen@usgs.gov" },
+    { name = "Michael Reno", email = "mreno@ucar.edu" },
+    { name = "Wes Bonelli", email = "wbonelli@ucar.edu" },
 ]
 keywords = ["MODFLOW", "groundwater", "hydrogeology"]
-license = {text = "CC0"}
+license = { text = "CC0" }
 classifiers = [
     "Development Status :: 1 - Planning",
     "Intended Audience :: Science/Research",
@@ -35,22 +33,23 @@ classifiers = [
 ]
 requires-python = ">=3.10"
 dependencies = [
-    "attrs",  # todo: bounds?
-    "cattrs",  # todo: bounds?
+    "attrs",                   # todo: bounds?
+    "cattrs",                  # todo: bounds?
     "flopy>=3.7.0",
     "Jinja2>=3.0",
-    "lark",  # todo: bounds?
+    "lark",                    # todo: bounds?
     "numpy>=1.20.3",
     "pandas>=2.0.0",
     "toml>=0.10",
+    "networkx>=3.4.2,<4",
+    "xarray>=2024.11.0,<2025",
+    "scipy>=1.14.1,<2",
 ]
 dynamic = ["version"]
 
 [project.optional-dependencies]
 dev = ["flopy4[lint,test,build]"]
-lint = [
-    "ruff"
-]
+lint = ["ruff"]
 test = [
     "flopy4[lint]",
     "coverage",
@@ -65,17 +64,14 @@ test = [
     "pytest-dotenv",
     "pytest-xdist",
 ]
-build = [
-    "build",
-    "twine",
-]
+build = ["build", "twine"]
 
 [tool.setuptools]
 include-package-data = true
 zip-safe = false
 
 [tool.setuptools.dynamic]
-version = {attr = "flopy4.version.__version__"}
+version = { attr = "flopy4.version.__version__" }
 
 [tool.setuptools.packages.find]
 include = ["flopy4", "flopy4.*"]
@@ -86,19 +82,10 @@ include = ["flopy4", "flopy4.*"]
 
 [tool.ruff]
 line-length = 79
-target-version = "py38"
-include = [
-    "pyproject.toml",
-    "flopy4/**/*.py",
-    "test/**/*.py",
-    "docs/**/*.py",
-]
-extend-include = [
-    "docs/**/*.ipynb"
-]
-exclude = [
-    "flopy4/ispec/*.py",
-]
+target-version = "py310"
+include = ["pyproject.toml", "flopy4/**/*.py", "test/**/*.py", "docs/**/*.py"]
+extend-include = ["docs/**/*.ipynb"]
+exclude = ["flopy4/ispec/*.py"]
 
 [tool.ruff.lint]
 select = [
@@ -153,4 +140,3 @@ test = { cmd = "pytest -v -n auto" }
 
 [tool.pixi.feature.lint.tasks]
 lint = { cmd = "ruff check ." }
-
diff --git a/test/test_networkx_xarray.py b/test/test_networkx_xarray.py
new file mode 100644
index 0000000..5e4fefc
--- /dev/null
+++ b/test/test_networkx_xarray.py
@@ -0,0 +1,44 @@
+import networkx as nx
+import scipy as sp
+import xarray as xr
+
+
+def test_networkx_to_xarray_over_numpy():
+    disu_grid = nx.Graph()
+    disu_grid.add_edges_from([(0, 1), (1, 2), (2, 3), (3, 0)])
+
+    # convert the graph to a numpy array, which is dense.
+    disu_np = nx.to_numpy_array(disu_grid)
+    disu_xr = xr.DataArray(disu_np, dims=("from_node", "to_node"))
+
+    assert disu_xr.shape == (4, 4)
+
+    disu_grid_rebuilt = nx.from_numpy_array(disu_xr.to_numpy())
+
+    assert disu_grid_rebuilt.nodes == disu_grid.nodes
+    assert disu_grid_rebuilt.edges == disu_grid.edges
+
+
+def test_networkx_to_xarray_over_scipy():
+    disu_grid = nx.Graph()
+    disu_grid.add_edges_from([(0, 1), (1, 2), (2, 3), (3, 0)])
+
+    # convert the graph to a scipy sparse array.
+    disu_scipy = nx.to_scipy_sparse_array(disu_grid)
+    disu_xr_sparse = xr.Dataset(
+        {
+            "data": xr.DataArray(disu_scipy.data, dims=("data")),
+            "indices": xr.DataArray(disu_scipy.indices, dims=("index")),
+            "indptr": xr.DataArray(disu_scipy.indptr, dims=("indptr")),
+        }
+    )
+
+    assert disu_xr_sparse.data.shape == (8,)
+
+    disu_scipy_rebuilt = sp.sparse.csr_matrix(
+        (disu_xr_sparse.data, disu_xr_sparse.indices, disu_xr_sparse.indptr)
+    )
+    disu_grid_rebuilt = nx.from_scipy_sparse_array(disu_scipy_rebuilt)
+
+    assert disu_grid_rebuilt.nodes == disu_grid.nodes
+    assert disu_grid_rebuilt.edges == disu_grid.edges