diff --git a/pixi.lock b/pixi.lock
index aa89009a7..bd2cdf2a9 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1,75 +1,75 @@
-version: 4
+version: 5
 environments:
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+    indexes:
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   license: BSD-3-Clause
   license_family: BSD
+  purls:
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   license_family: BSD
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-  - pkg:pypi/cached-property
+  - pkg:pypi/cached-property?source=conda-forge-mapping
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   timestamp: 1615209567874
 - kind: conda
   name: cairo
   version: 1.18.0
-  build: h1fef639_0
+  build: h91e5215_2
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   subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/cairo-1.18.0-h1fef639_0.conda
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-  md5: b3fe2c6381ec74afe8128e16a11eee02
+  url: https://conda.anaconda.org/conda-forge/win-64/cairo-1.18.0-h91e5215_2.conda
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-  - libzlib >=1.2.13,<2.0.0a0
-  - pixman >=0.42.2,<1.0a0
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+  - libpng >=1.6.43,<1.7.0a0
+  - libzlib >=1.3.1,<2.0a0
+  - pixman >=0.43.4,<1.0a0
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   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
   - zlib
   license: LGPL-2.1-only or MPL-1.1
-  size: 1520159
-  timestamp: 1697029136038
+  purls: []
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   name: cairo
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-  build: h3faef2a_0
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-  url: https://conda.anaconda.org/conda-forge/linux-64/cairo-1.18.0-h3faef2a_0.conda
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+  url: https://conda.anaconda.org/conda-forge/osx-64/cairo-1.18.0-h9f650ed_2.conda
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   - icu >=73.2,<74.0a0
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-  - xorg-libxext >=1.3.4,<2.0a0
-  - xorg-libxrender >=0.9.11,<0.10.0a0
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+  - libglib >=2.80.2,<3.0a0
+  - libpng >=1.6.43,<1.7.0a0
+  - libzlib >=1.3.1,<2.0a0
+  - pixman >=0.43.4,<1.0a0
   - zlib
   license: LGPL-2.1-only or MPL-1.1
-  size: 982351
-  timestamp: 1697028423052
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+  timestamp: 1718985776278
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   name: cairo
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-  url: https://conda.anaconda.org/conda-forge/osx-64/cairo-1.18.0-h99e66fa_0.conda
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-  md5: 13f830b1bf46018f7062d1b798d53eca
+  build: hbb29018_2
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+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/cairo-1.18.0-hbb29018_2.conda
+  sha256: 51cfaf4669ad83499b3da215b915c503d36faf6edf6db4681a70b5710842a86c
+  md5: b6d90276c5aee9b4407dd94eb0cd40a8
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-  - libzlib >=1.2.13,<2.0.0a0
-  - pixman >=0.42.2,<1.0a0
+  - libgcc-ng >=12
+  - libglib >=2.80.2,<3.0a0
+  - libpng >=1.6.43,<1.7.0a0
+  - libstdcxx-ng >=12
+  - libxcb >=1.16,<1.17.0a0
+  - libzlib >=1.3.1,<2.0a0
+  - pixman >=0.43.2,<1.0a0
+  - xorg-libice >=1.1.1,<2.0a0
+  - xorg-libsm >=1.2.4,<2.0a0
+  - xorg-libx11 >=1.8.9,<2.0a0
+  - xorg-libxext >=1.3.4,<2.0a0
+  - xorg-libxrender >=0.9.11,<0.10.0a0
   - zlib
   license: LGPL-2.1-only or MPL-1.1
-  size: 885311
-  timestamp: 1697028802967
+  purls: []
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+  timestamp: 1718985592664
 - kind: conda
   name: cairo
   version: 1.18.0
-  build: hd1e100b_0
+  build: hc6c324b_2
+  build_number: 2
   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/cairo-1.18.0-hd1e100b_0.conda
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-  md5: 3fa6eebabb77f65e82f86b72b95482db
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/cairo-1.18.0-hc6c324b_2.conda
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+  md5: 6efeefcad878c15377f49f64e2cbf232
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   - freetype >=2.12.1,<3.0a0
   - icu >=73.2,<74.0a0
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-  - libzlib >=1.2.13,<2.0.0a0
-  - pixman >=0.42.2,<1.0a0
+  - libcxx >=16
+  - libglib >=2.80.2,<3.0a0
+  - libpng >=1.6.43,<1.7.0a0
+  - libzlib >=1.3.1,<2.0a0
+  - pixman >=0.43.4,<1.0a0
   - zlib
   license: LGPL-2.1-only or MPL-1.1
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-  timestamp: 1697028755150
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 - kind: conda
   name: ceres-solver
   version: 2.2.0
@@ -9755,6 +9872,7 @@ packages:
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   license: BSD-3-Clause
   license_family: BSD
+  purls: []
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   license_family: BSD
+  purls: []
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   license_family: BSD
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   license: BSD-3-Clause
   license_family: BSD
+  purls: []
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 - kind: conda
   name: certifi
-  version: 2024.2.2
+  version: 2024.7.4
   build: pyhd8ed1ab_0
   subdir: noarch
   noarch: python
-  url: https://conda.anaconda.org/conda-forge/noarch/certifi-2024.2.2-pyhd8ed1ab_0.conda
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-  md5: 0876280e409658fc6f9e75d035960333
+  url: https://conda.anaconda.org/conda-forge/noarch/certifi-2024.7.4-pyhd8ed1ab_0.conda
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+  md5: 24e7fd6ca65997938fff9e5ab6f653e4
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   license: ISC
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-  timestamp: 1707022289175
+  - pkg:pypi/certifi?source=conda-forge-mapping
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+  timestamp: 1720458053074
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+  build: py310h2fee648_0
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+  url: https://conda.anaconda.org/conda-forge/linux-64/cffi-1.16.0-py310h2fee648_0.conda
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+  - python_abi 3.10.* *_cp310
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+  - pkg:pypi/cffi?source=conda-forge-mapping
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+- kind: conda
+  name: cffi
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+  build: py310h8d17308_0
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/cffi-1.16.0-py310h8d17308_0.conda
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+  - python_abi 3.10.* *_cp310
+  - ucrt >=10.0.20348.0
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+  - vc14_runtime >=14.29.30139
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+  purls:
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+  url: https://conda.anaconda.org/conda-forge/osx-64/cffi-1.16.0-py310hdca579f_0.conda
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+  url: https://conda.anaconda.org/conda-forge/osx-arm64/cffi-1.16.0-py311h4a08483_0.conda
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+  url: https://conda.anaconda.org/conda-forge/win-64/cffi-1.16.0-py311ha68e1ae_0.conda
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-  - libgoogle-cloud >=2.24.0,<2.25.0a0
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   license: Apache-2.0
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   - zstd >=1.5.6,<1.6.0a0
   license: MIT
-  license_family: MIT
-  size: 11620737
-  timestamp: 1716894087154
+  purls: []
+  size: 9363131
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 - kind: conda
   name: libgdal
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-  build: h8fe29fd_5
+  version: 3.9.1
+  build: ha654e03_5
   build_number: 5
-  subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/libgdal-3.9.0-h8fe29fd_5.conda
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-  md5: aaf423998791fa992cc58d0be7233336
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-3.9.1-ha654e03_5.conda
+  sha256: 0ec8d98784e8f5a5f529339bce31669d76a2d4ae4cd427ff770ada68744f38c9
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-  - __osx >=10.13
-  - blosc >=1.21.5,<2.0a0
-  - cfitsio >=4.4.0,<4.4.1.0a0
+  - __glibc >=2.17,<3.0.a0
+  - blosc >=1.21.6,<2.0a0
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-  - geos >=3.12.1,<3.12.2.0a0
-  - geotiff >=1.7.1,<1.8.0a0
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   - hdf4 >=4.2.15,<4.2.16.0a0
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@@ -19138,9 +18935,9 @@ packages:
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-  - libcxx >=16
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   - libjpeg-turbo >=3.0.0,<4.0a0
   - libkml >=1.3.0,<1.4.0a0
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-  - libzlib >=1.2.13,<2.0a0
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   - openjpeg >=2.5.2,<3.0a0
-  - openssl >=3.3.0,<4.0a0
-  - pcre2 >=10.43,<10.44.0a0
-  - poppler >=24.4.0,<24.5.0a0
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   license: MIT
-  license_family: MIT
-  size: 10209368
-  timestamp: 1716895245006
+  purls: []
+  size: 11661041
+  timestamp: 1720441738532
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-  name: libgdal
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-  build: hb08d262_5
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+  build: h0511033_5
   build_number: 5
   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/libgdal-3.9.0-hb08d262_5.conda
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-  md5: f7a5e3cf19ae4ed77edab9315a5454df
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/libgdal-arrow-parquet-3.9.1-h0511033_5.conda
+  sha256: 5b8d6fd3a5f349b68f020b65db008a2eef8e12a99bb81b28b93daebff65b8bbb
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-  - geos >=3.12.1,<3.12.2.0a0
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   license: MIT
-  license_family: MIT
-  size: 9368969
-  timestamp: 1716895237522
+  purls: []
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   name: libgdal-arrow-parquet
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-  build: h672a671_4
-  build_number: 4
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   subdir: osx-64
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-  md5: 988cb1c361f9f7f1364663cec108dc8f
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   license: MIT
-  license_family: MIT
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   name: libgdal-arrow-parquet
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   subdir: linux-64
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   license: MIT
-  license_family: MIT
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   name: libgdal-arrow-parquet
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   - python >=3.12,<3.13.0a0 *_cpython
   - python_abi 3.12.* *_cp312
-  - tzdata
   constrains:
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   license: Apache-2.0
+  license_family: APACHE
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-  - tzdata
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   - vc >=14.2,<15
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   constrains:
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+  url: https://conda.anaconda.org/conda-forge/linux-64/pyarrow-core-16.1.0-py312h70856f0_4_cpu.conda
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+  - numpy >=1.19,<3
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  constrains:
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   license_family: BSD
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   noarch: python
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   license: MIT
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+  url: https://conda.anaconda.org/conda-forge/linux-64/pydantic-core-2.20.1-py310h42e942d_0.conda
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+  - typing-extensions >=4.6.0,!=4.7.0
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+  license_family: MIT
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+- kind: conda
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   build: py310h947b723_0
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-  url: https://conda.anaconda.org/conda-forge/osx-arm64/pydantic-core-2.18.4-py310h947b723_0.conda
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   license_family: MIT
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-- kind: conda
-  name: pydantic-core
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+  version: 2.20.1
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   - python_abi 3.11.* *_cp311
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   name: qgis
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   - laz-perf
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   - mock
   - nose2
   - owslib
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   - pygments
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   - pytz
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   - six
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   subdir: linux-64
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   license_family: MIT
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-  - libgoogle-cloud-storage >=2.24.0,<2.25.0a0
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+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.22.0-py312h5b18bf6_1.conda
+  sha256: 3bd22e769ea6bf2c9f59cc9905b9b43058208bde1ecca9d9f656ecd834c137d0
+  md5: 27fe79bbc4dd3767be554fb171df362c
+  depends:
+  - cffi >=1.11
+  - libgcc-ng >=12
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  - zstd >=1.5.6,<1.5.7.0a0
+  - zstd >=1.5.6,<1.6.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls:
+  - pkg:pypi/zstandard?source=conda-forge-mapping
+  size: 415366
+  timestamp: 1718866454481
+- kind: conda
+  name: zstandard
+  version: 0.22.0
+  build: py312h721a963_1
+  build_number: 1
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.22.0-py312h721a963_1.conda
+  sha256: 3aea4c16de85cfe932ba523dc1bdec3d267e06ee5a8528e478e6258b2f419ea5
+  md5: 13b5cc78a710f6f13ff3c5bee14355d2
+  depends:
+  - __osx >=11.0
+  - cffi >=1.11
+  - python >=3.12,<3.13.0a0
+  - python >=3.12,<3.13.0a0 *_cpython
+  - python_abi 3.12.* *_cp312
+  - zstd >=1.5.6,<1.5.7.0a0
+  - zstd >=1.5.6,<1.6.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls:
+  - pkg:pypi/zstandard?source=conda-forge-mapping
+  size: 332966
+  timestamp: 1718866670388
+- kind: conda
+  name: zstandard
+  version: 0.22.0
+  build: py312h7606c53_1
+  build_number: 1
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.22.0-py312h7606c53_1.conda
+  sha256: 8e7a8188c0bea8b60d2010f2640e8d3ef0b8e63e4c3c0e1cedb73b9048eaeeab
+  md5: 786be87a7cee3e81dea86dd2783ce06c
+  depends:
+  - cffi >=1.11
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
+  - zstd >=1.5.6,<1.5.7.0a0
+  - zstd >=1.5.6,<1.6.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls:
+  - pkg:pypi/zstandard?source=conda-forge-mapping
+  size: 324422
+  timestamp: 1718867030240
 - kind: conda
   name: zstd
   version: 1.5.6
@@ -38212,6 +38618,7 @@ packages:
   - vc14_runtime >=14.29.30139
   license: BSD-3-Clause
   license_family: BSD
+  purls: []
   size: 349143
   timestamp: 1714723445995
 - kind: conda
@@ -38227,6 +38634,7 @@ packages:
   - libzlib >=1.2.13,<2.0.0a0
   license: BSD-3-Clause
   license_family: BSD
+  purls: []
   size: 498900
   timestamp: 1714723303098
 - kind: conda
@@ -38243,6 +38651,7 @@ packages:
   - libzlib >=1.2.13,<2.0.0a0
   license: BSD-3-Clause
   license_family: BSD
+  purls: []
   size: 554846
   timestamp: 1714722996770
 - kind: conda
@@ -38258,5 +38667,6 @@ packages:
   - libzlib >=1.2.13,<2.0.0a0
   license: BSD-3-Clause
   license_family: BSD
+  purls: []
   size: 405089
   timestamp: 1714723101397
diff --git a/pixi.toml b/pixi.toml
index d79efc59c..4ed51b811 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -20,7 +20,7 @@ test-ribasim-api = "pytest --basetemp=python/ribasim_api/tests/temp --junitxml=r
 
 [feature.dev.tasks]
 # Installation
-install-julia = "juliaup add 1.10.4 && juliaup override set 1.10.4"
+install-julia = "juliaup add 1.10.4 && juliaup override unset && juliaup override set 1.10.4"
 install-pre-commit = "pre-commit install"
 install-ci = { depends_on = ["install-julia", "update-registry-julia"] }
 install = { depends_on = [
@@ -156,9 +156,9 @@ netCDF4 = "*"
 numpy = "*"
 pandas = "*"
 pandas-stubs = "*"
-pandera = ">=0.18"
+pandera = ">=0.20"
 pip = "*"
-pyarrow = "<15"
+pyarrow = "*"
 pydantic = ">=2"
 pyogrio = "*"
 pytest = "*"
diff --git a/python/ribasim/pyproject.toml b/python/ribasim/pyproject.toml
index 3416b26f8..045aeae38 100644
--- a/python/ribasim/pyproject.toml
+++ b/python/ribasim/pyproject.toml
@@ -20,7 +20,7 @@ dependencies = [
     "matplotlib",
     "numpy",
     "pandas",
-    "pandera >= 0.18",
+    "pandera >= 0.20",
     "pyarrow",
     "pydantic ~= 2.0",
     "pyogrio",
diff --git a/python/ribasim/ribasim/geometry/edge.py b/python/ribasim/ribasim/geometry/edge.py
index e84b30daa..bba452853 100644
--- a/python/ribasim/ribasim/geometry/edge.py
+++ b/python/ribasim/ribasim/geometry/edge.py
@@ -25,7 +25,7 @@ class NodeData(NamedTuple):
     geometry: Point
 
 
-class EdgeSchema(pa.SchemaModel):
+class EdgeSchema(pa.DataFrameModel):
     name: Series[str] = pa.Field(default="")
     from_node_type: Series[str] = pa.Field(nullable=True)
     from_node_id: Series[Int32] = pa.Field(default=0, coerce=True)
diff --git a/python/ribasim/ribasim/geometry/node.py b/python/ribasim/ribasim/geometry/node.py
index 990dd394c..cde23e838 100644
--- a/python/ribasim/ribasim/geometry/node.py
+++ b/python/ribasim/ribasim/geometry/node.py
@@ -15,7 +15,7 @@
 __all__ = ("NodeTable",)
 
 
-class NodeSchema(pa.SchemaModel):
+class NodeSchema(pa.DataFrameModel):
     node_id: Series[Int32] = pa.Field(ge=0)
     name: Series[str] = pa.Field(default="")
     node_type: Series[str] = pa.Field(default="")
diff --git a/python/ribasim/tests/test_edge.py b/python/ribasim/tests/test_edge.py
index ce1acd501..f0c0690b1 100644
--- a/python/ribasim/tests/test_edge.py
+++ b/python/ribasim/tests/test_edge.py
@@ -24,7 +24,10 @@ def test_validation(edge):
 
     with pytest.raises(ValidationError):
         df = gpd.GeoDataFrame(
-            data={"from_node_id": [1, 1], "to_node_id": [None, 3]},
+            data={
+                "from_node_id": [1, 1],
+                "to_node_id": ["foo", 3],
+            },  # None is coerced to 0 without errors
             geometry=[None, None],
         )
         EdgeTable(df=df)