diff --git a/base-notebook/conda-linux-64.lock b/base-notebook/conda-linux-64.lock
index 700d4361..a93a2746 100644
--- a/base-notebook/conda-linux-64.lock
+++ b/base-notebook/conda-linux-64.lock
@@ -1,12 +1,12 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 799f543f1a5271770423c9c4385f15d81e08c6d6ddc3bb8c4e8313b24d3a9d19
+# input_hash: 78ece3f2bd471d336d66cf9fdd762eeece8893fbb969865aa14315e0771b0fb7
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+https://conda.anaconda.org/conda-forge/linux-64/libabseil-20240722.0-cxx17_h5888daf_1.conda#e1f604644fe8d78e22660e2fec6756bc
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diff --git a/base-notebook/conda-lock.yml b/base-notebook/conda-lock.yml
index b7ccc07a..d13f2c31 100644
--- a/base-notebook/conda-lock.yml
+++ b/base-notebook/conda-lock.yml
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-    python: '>=3.12,<3.13.0a0'
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-    python: '>=3.12,<3.13.0a0'
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-    python: '>=3.12,<3.13.0a0'
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+  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.20.2-pyhd8ed1ab_0.conda
   hash:
-    md5: 74a4befb4b38897e19a107693e49da20
-    sha256: 30762bd25b6fc8714d5520a223ccf20ad4a6792dc439c54b59bf44b60bf51e72
+    md5: 4daaed111c05672ae669f7036ee5bba3
+    sha256: 1e84fcfa41e0afdd87ff41e6fbb719c96a0e098c1f79be342293ab0bd8dea322
   category: main
   optional: false
 - name: zstandard
diff --git a/base-notebook/environment.yml b/base-notebook/environment.yml
index efeb85b8..df42b38b 100644
--- a/base-notebook/environment.yml
+++ b/base-notebook/environment.yml
@@ -4,5 +4,5 @@ channels:
   - nodefaults
 dependencies:
   - python=3.12
-  - pangeo-notebook=2024.09.01
+  - pangeo-notebook=2024.09.30
   - pip
diff --git a/base-notebook/packages.txt b/base-notebook/packages.txt
index aeca332d..f9cc6abc 100644
--- a/base-notebook/packages.txt
+++ b/base-notebook/packages.txt
@@ -2,12 +2,12 @@
 # Generated by parsing conda-linux-64.lock, please use that as source of truth
 _libgcc_mutex==0.1
 _openmp_mutex==4.5
-aiohappyeyeballs==2.4.0
-aiohttp==3.10.5
+aiohappyeyeballs==2.4.2
+aiohttp==3.10.8
 aiosignal==1.3.1
-alembic==1.13.2
+alembic==1.13.3
 annotated-types==0.7.0
-anyio==4.4.0
+anyio==4.6.0
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 arrow==1.3.0
@@ -15,19 +15,19 @@ asttokens==2.4.1
 async-lru==2.0.4
 async_generator==1.10
 attrs==24.2.0
-aws-c-auth==0.7.29
+aws-c-auth==0.7.31
 aws-c-cal==0.7.4
 aws-c-common==0.9.28
 aws-c-compression==0.2.19
 aws-c-event-stream==0.4.3
-aws-c-http==0.8.8
+aws-c-http==0.8.10
 aws-c-io==0.14.18
-aws-c-mqtt==0.10.4
-aws-c-s3==0.6.5
+aws-c-mqtt==0.10.6
+aws-c-s3==0.6.6
 aws-c-sdkutils==0.1.19
-aws-checksums==0.1.18
-aws-crt-cpp==0.28.2
-aws-sdk-cpp==1.11.379
+aws-checksums==0.1.20
+aws-crt-cpp==0.28.3
+aws-sdk-cpp==1.11.407
 azure-core-cpp==1.13.0
 azure-identity-cpp==1.8.0
 azure-storage-blobs-cpp==12.12.0
@@ -45,7 +45,7 @@ ca-certificates==2024.8.30
 cached-property==1.5.2
 cached_property==1.5.2
 certifi==2024.8.30
-certipy==0.1.3
+certipy==0.2.1
 cffi==1.17.1
 charset-normalizer==3.3.2
 click==8.1.7
@@ -54,15 +54,15 @@ comm==0.2.2
 contourpy==1.3.0
 cryptography==43.0.1
 cytoolz==0.12.3
-dask==2024.8.2
-dask-core==2024.8.2
-dask-expr==1.1.13
+dask==2024.9.1
+dask-core==2024.9.1
+dask-expr==1.1.15
 dask-gateway==2024.1.0
 dask-labextension==7.0.0
-debugpy==1.8.5
+debugpy==1.8.6
 decorator==5.1.1
 defusedxml==0.7.1
-distributed==2024.8.2
+distributed==2024.9.1
 entrypoints==0.4
 exceptiongroup==1.2.2
 executing==2.1.0
@@ -72,7 +72,7 @@ frozenlist==1.4.1
 fsspec==2024.9.0
 gflags==2.2.2
 glog==0.7.1
-greenlet==3.1.0
+greenlet==3.1.1
 h11==0.14.0
 h2==4.1.0
 hpack==4.0.0
@@ -80,9 +80,9 @@ httpcore==1.0.5
 httpx==0.27.2
 hyperframe==6.0.1
 icu==75.1
-idna==3.8
-importlib-metadata==8.4.0
-importlib_metadata==8.4.0
+idna==3.10
+importlib-metadata==8.5.0
+importlib_metadata==8.5.0
 importlib_resources==6.4.5
 ipykernel==6.29.5
 ipython==8.27.0
@@ -97,7 +97,7 @@ jsonschema-specifications==2023.12.1
 jsonschema-with-format-nongpl==4.23.0
 jupyter-lsp==2.2.5
 jupyter-server-proxy==4.4.0
-jupyter_client==8.6.2
+jupyter_client==8.6.3
 jupyter_core==5.7.2
 jupyter_events==0.10.0
 jupyter_server==2.14.2
@@ -111,9 +111,9 @@ jupyterlab_widgets==3.0.13
 keyutils==1.6.1
 krb5==1.21.3
 lcms2==2.16
-ld_impl_linux-64==2.40
+ld_impl_linux-64==2.43
 lerc==4.0.0
-libabseil==20240116.2
+libabseil==20240722.0
 libarrow==17.0.0
 libarrow-acero==17.0.0
 libarrow-dataset==17.0.0
@@ -124,7 +124,7 @@ libbrotlidec==1.1.0
 libbrotlienc==1.1.0
 libcblas==3.9.0
 libcrc32c==1.1.2
-libcurl==8.9.1
+libcurl==8.10.1
 libdeflate==1.21
 libedit==3.1.20191231
 libev==4.33
@@ -137,9 +137,9 @@ libgfortran==14.1.0
 libgfortran-ng==14.1.0
 libgfortran5==14.1.0
 libgomp==14.1.0
-libgoogle-cloud==2.28.0
-libgoogle-cloud-storage==2.28.0
-libgrpc==1.62.2
+libgoogle-cloud==2.29.0
+libgoogle-cloud-storage==2.29.0
+libgrpc==1.65.5
 libiconv==1.17
 libjpeg-turbo==3.0.0
 liblapack==3.9.0
@@ -147,20 +147,20 @@ libnghttp2==1.58.0
 libnsl==2.0.1
 libopenblas==0.3.27
 libparquet==17.0.0
-libpng==1.6.43
-libprotobuf==4.25.3
+libpng==1.6.44
+libprotobuf==5.27.5
 libre2-11==2023.09.01
 libsodium==1.0.20
 libsqlite==3.46.1
 libssh2==1.11.0
 libstdcxx==14.1.0
 libstdcxx-ng==14.1.0
-libthrift==0.20.0
-libtiff==4.6.0
+libthrift==0.21.0
+libtiff==4.7.0
 libutf8proc==2.8.0
 libuuid==2.38.1
 libwebp-base==1.4.0
-libxcb==1.16
+libxcb==1.17.0
 libxcrypt==4.4.36
 libxml2==2.12.7
 libzlib==1.3.1
@@ -189,10 +189,10 @@ orc==2.0.2
 overrides==7.7.0
 packaging==24.1
 pamela==1.2.0
-pandas==2.2.2
+pandas==2.2.3
 pandocfilters==1.5.0
-pangeo-dask==2024.08.31
-pangeo-notebook==2024.09.01
+pangeo-dask==2024.09.30
+pangeo-notebook==2024.09.30
 parso==0.8.4
 partd==1.4.2
 pexpect==4.9.0
@@ -200,9 +200,9 @@ pickleshare==0.7.5
 pillow==10.4.0
 pip==24.2
 pkgutil-resolve-name==1.3.10
-platformdirs==4.3.2
-prometheus_client==0.20.0
-prompt-toolkit==3.0.47
+platformdirs==4.3.6
+prometheus_client==0.21.0
+prompt-toolkit==3.0.48
 psutil==6.0.0
 pthread-stubs==0.4
 ptyprocess==0.7.0
@@ -211,19 +211,18 @@ pyarrow==17.0.0
 pyarrow-core==17.0.0
 pyarrow-hotfix==0.6
 pycparser==2.22
-pydantic==2.9.1
-pydantic-core==2.23.3
+pydantic==2.9.2
+pydantic-core==2.23.4
 pygments==2.18.0
 pyjwt==2.9.0
-pyopenssl==24.2.1
 pysocks==1.7.1
-python==3.12.5
+python==3.12.6
 python-dateutil==2.9.0
 python-fastjsonschema==2.20.0
 python-json-logger==2.0.7
-python-tzdata==2024.1
+python-tzdata==2024.2
 python_abi==3.12
-pytz==2024.2
+pytz==2024.1
 pyyaml==6.0.2
 pyzmq==26.2.0
 re2==2023.09.01
@@ -233,16 +232,16 @@ requests==2.32.3
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rpds-py==0.20.0
-s2n==1.5.2
+s2n==1.5.3
 send2trash==1.8.3
-setuptools==73.0.1
+setuptools==75.1.0
 simpervisor==1.0.0
 six==1.16.0
 snappy==1.2.1
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soupsieve==2.5
-sqlalchemy==2.0.34
+sqlalchemy==2.0.35
 stack_data==0.6.2
 tblib==3.0.0
 terminado==0.18.1
@@ -258,7 +257,7 @@ typing_extensions==4.12.2
 typing_utils==0.1.0
 tzdata==2024a
 uri-template==1.3.0
-urllib3==2.2.2
+urllib3==2.2.3
 wcwidth==0.2.13
 webcolors==24.8.0
 webencodings==0.5.1
@@ -270,9 +269,9 @@ xorg-libxdmcp==1.1.3
 xyzservices==2024.9.0
 xz==5.2.6
 yaml==0.2.5
-yarl==1.11.1
+yarl==1.13.1
 zeromq==4.3.5
 zict==3.0.0
-zipp==3.20.1
+zipp==3.20.2
 zstandard==0.23.0
 zstd==1.5.6
diff --git a/ml-notebook/conda-linux-64.lock b/ml-notebook/conda-linux-64.lock
index 5b0856bc..e5876f44 100644
--- a/ml-notebook/conda-linux-64.lock
+++ b/ml-notebook/conda-linux-64.lock
@@ -1,18 +1,17 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 4dada33f13fd6d7abd852b1270c9bcc87eb2932158a7348926a662c0167fefe1
+# input_hash: d3b087434cf6a96ab2b2583d311e2e1639523e55821dc27a1d1093c74ef5e2fe
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
 https://conda.anaconda.org/conda-forge/linux-64/_py-xgboost-mutex-2.0-gpu_0.tar.bz2#7702188077361f43a4d61e64c694f850
-https://conda.anaconda.org/conda-forge/noarch/_sysroot_linux-64_curr_repodata_hack-3-h69a702a_16.conda#1c005af0c6ff22814b7c52ee448d4bea
 https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2024.8.30-hbcca054_0.conda#c27d1c142233b5bc9ca570c6e2e0c244
 https://conda.anaconda.org/conda-forge/noarch/cuda-version-12.6-h7480c83_3.conda#1c8b99e65a4423b1e4ac2e4c76fb0978
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-dejavu-sans-mono-2.37-hab24e00_0.tar.bz2#0c96522c6bdaed4b1566d11387caaf45
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2#34893075a5c9e55cdafac56607368fc6
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2#4d59c254e01d9cde7957100457e2d5fb
-https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-h77eed37_2.conda#cbbe59391138ea5ad3658c76912e147f
+https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-h77eed37_3.conda#49023d73832ef61042f6a237cb2687e7
 https://conda.anaconda.org/conda-forge/linux-64/git-lfs-3.5.1-ha770c72_0.conda#bcba64281c71698f6dbb773e61908912
-https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.40-hf3520f5_7.conda#b80f2f396ca2c28b8c14c437a4ed1e74
+https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-64-3.10.0-he073ed8_17.conda#285931bd28b3b8f176d46dd9fd627a09
 https://conda.anaconda.org/conda-forge/noarch/poppler-data-0.4.12-hd8ed1ab_0.conda#d8d7293c5b37f39b2ac32940621c6592
 https://conda.anaconda.org/conda-forge/noarch/pybind11-abi-4-hd8ed1ab_3.tar.bz2#878f923dd6acc8aeb47a75da6c4098be
 https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.12-5_cp312.conda#0424ae29b104430108f5218a66db7260
@@ -25,26 +24,35 @@ https://conda.anaconda.org/conda-forge/noarch/cuda-cudart_linux-64-12.6.68-h3f2d
 https://conda.anaconda.org/conda-forge/noarch/cuda-driver-dev_linux-64-12.6.68-h3f2d84a_0.conda#abd042dea6b41be2bbec096832e57a5e
 https://conda.anaconda.org/conda-forge/noarch/cuda-nvvm-dev_linux-64-12.6.68-ha770c72_0.conda#473413de667e1ff907ff6157d79584da
 https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-0.tar.bz2#f766549260d6815b0c52253f1fb1bb29
-https://conda.anaconda.org/conda-forge/linux-64/gh-2.56.0-h76a2195_0.conda#9314d666ba8114274945519a8f5f17eb
-https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-64-3.10.0-h4a8ded7_16.conda#ff7f38675b226cfb855aebfc32a13e31
+https://conda.anaconda.org/conda-forge/linux-64/gh-2.57.0-h76a2195_0.conda#23b1e94ef7351ab668377117d94c2116
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.43-h712a8e2_1.conda#83e1364586ceb8d0739fbc85b5c95837
 https://conda.anaconda.org/conda-forge/noarch/libgcc-devel_linux-64-13.3.0-h84ea5a7_101.conda#0ce69d40c142915ac9734bc6134e514a
+https://conda.anaconda.org/conda-forge/linux-64/libglvnd-1.7.0-ha4b6fd6_0.conda#e46b5ae31282252e0525713e34ffbe2b
 https://conda.anaconda.org/conda-forge/linux-64/libgomp-14.1.0-h77fa898_1.conda#23c255b008c4f2ae008f81edcabaca89
 https://conda.anaconda.org/conda-forge/noarch/libstdcxx-devel_linux-64-13.3.0-h84ea5a7_101.conda#29b5a4ed4613fa81a07c21045e3f5bf6
+https://conda.anaconda.org/conda-forge/noarch/sysroot_linux-64-2.17-h4a8ded7_17.conda#f58cb23983633068700a756f0b5f165a
 https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_gnu.tar.bz2#73aaf86a425cc6e73fcf236a5a46396d
+https://conda.anaconda.org/conda-forge/linux-64/binutils_impl_linux-64-2.43-h4bf12b8_1.conda#5f354010f194e85dc681dec92405ef9e
 https://conda.anaconda.org/conda-forge/noarch/cuda-cudart-dev_linux-64-12.6.68-h3f2d84a_0.conda#f9ea76842b2194b20eec3bbcd603ddaa
 https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2#fee5683a3f04bd15cbd8318b096a27ab
-https://conda.anaconda.org/conda-forge/noarch/sysroot_linux-64-2.17-h4a8ded7_16.conda#223fe8a3ff6d5e78484a9d58eb34d055
-https://conda.anaconda.org/conda-forge/linux-64/binutils_impl_linux-64-2.40-ha1999f0_7.conda#3f840c7ed70a96b5ebde8044b2f36f32
+https://conda.anaconda.org/conda-forge/linux-64/libegl-1.7.0-ha4b6fd6_0.conda#35e52d19547cb3265a09c49de146a5ae
+https://conda.anaconda.org/conda-forge/linux-64/binutils-2.43-h4852527_1.conda#900e000d42b28bf0ac35b9451ec92bd9
+https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.43-h4852527_1.conda#8d70caec6e4c8754066ea278f0a282dd
 https://conda.anaconda.org/conda-forge/linux-64/libgcc-14.1.0-h77fa898_1.conda#002ef4463dd1e2b44a94a4ace468f5d2
-https://conda.anaconda.org/conda-forge/linux-64/binutils-2.40-h4852527_7.conda#df53aa8418f8c289ae9b9665986034f8
-https://conda.anaconda.org/conda-forge/linux-64/binutils_linux-64-2.40-hb3c18ed_2.conda#e8255f2cf0772d7cde80d40c26028f53
+https://conda.anaconda.org/conda-forge/linux-64/json-c-0.18-h6688a6e_0.conda#38f5dbc9ac808e31c00650f7be1db93f
 https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.1.0-hb9d3cd8_2.conda#41b599ed2b02abcfdd84302bff174b23
 https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.6.3-h5888daf_0.conda#59f4c43bb1b5ef1c71946ff2cbf59524
 https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-14.1.0-h69a702a_1.conda#1efc0ad219877a73ef977af7dbb51f17
 https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-14.1.0-hc5f4f2c_1.conda#10a0cef64b784d6ab6da50ebca4e984d
 https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-14.1.0-hc0a3c3a_1.conda#9dbb9699ea467983ba8a4ba89b08b066
 https://conda.anaconda.org/conda-forge/linux-64/openssl-3.3.2-hb9d3cd8_0.conda#4d638782050ab6faa27275bed57e9b4e
+https://conda.anaconda.org/conda-forge/linux-64/pthread-stubs-0.4-hb9d3cd8_1002.conda#b3c17d95b5a10c6e64a21fa17573e70e
 https://conda.anaconda.org/conda-forge/linux-64/tzcode-2024b-hb9d3cd8_0.conda#db124840386e1f842f93372897d1b857
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.1-hb9d3cd8_1.conda#19608a9656912805b2b9a2f6bd257b04
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.11-hb9d3cd8_1.conda#77cbc488235ebbaab2b6e912d3934bae
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.3-hb9d3cd8_2.conda#0f0d069428b003625074443455f25e0d
+https://conda.anaconda.org/conda-forge/linux-64/xorg-xextproto-7.3.0-hb9d3cd8_1004.conda#bc4cd53a083b6720d61a1519a1900878
+https://conda.anaconda.org/conda-forge/linux-64/xorg-xorgproto-2024.1-hb9d3cd8_1.conda#7c21106b851ec72c037b162c216d8f05
 https://conda.anaconda.org/conda-forge/linux-64/aws-c-common-0.9.27-h4bc722e_0.conda#817119e8a21a45d325f65d0d54710052
 https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553
 https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.33.1-heb4867d_0.conda#0d3c60291342c0c025db231353376dfb
@@ -59,9 +67,10 @@ https://conda.anaconda.org/conda-forge/linux-64/cuda-nvvm-tools-12.6.68-he02047a
 https://conda.anaconda.org/conda-forge/linux-64/dav1d-1.2.1-hd590300_0.conda#418c6ca5929a611cbd69204907a83995
 https://conda.anaconda.org/conda-forge/linux-64/expat-2.6.3-h5888daf_0.conda#6595440079bed734b113de44ffd3cd0a
 https://conda.anaconda.org/conda-forge/linux-64/fribidi-1.0.10-h36c2ea0_0.tar.bz2#ac7bc6a654f8f41b352b38f4051135f8
+https://conda.anaconda.org/conda-forge/linux-64/geos-3.13.0-h5888daf_0.conda#40b4ab956c90390e407bb177f8a58bab
 https://conda.anaconda.org/conda-forge/linux-64/gettext-tools-0.22.5-he02047a_3.conda#fcd2016d1d299f654f81021e27496818
+https://conda.anaconda.org/conda-forge/linux-64/gflags-2.2.2-h5888daf_1005.conda#d411fc29e338efb48c5fd4576d71d881
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 https://conda.anaconda.org/conda-forge/noarch/flax-0.9.0-pyhd8ed1ab_0.conda#1547043c44e99a04ff042a991f82c3f1
@@ -765,23 +766,18 @@ https://conda.anaconda.org/conda-forge/noarch/jupyterlab-myst-2.4.2-pyhd8ed1ab_0
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+https://conda.anaconda.org/conda-forge/linux-64/libarrow-substrait-17.0.0-hf54134d_14_cpu.conda#aceb64084d1e5124aa9fad22de48ccf7
 https://conda.anaconda.org/conda-forge/noarch/notebook-shim-0.2.4-pyhd8ed1ab_0.conda#3d85618e2c97ab896b5b5e298d32b5b3
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-https://conda.anaconda.org/conda-forge/noarch/morecantile-5.4.2-pyhd8ed1ab_0.conda#f82cc3bfe46ec4fc363541d849d1ab67
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+https://conda.anaconda.org/conda-forge/noarch/xarray_leaflet-0.2.3-pyhd8ed1ab_0.conda#14ac9ee6946c1e1bf0489235066151a0
+https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.1.15-pyhd8ed1ab_0.conda#865cd3fdeffd42a9682f3bb992e828e8
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@@ -792,9 +788,7 @@ https://conda.anaconda.org/conda-forge/noarch/jupyterlab-nvdashboard-0.11.0-pyh8
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 https://conda.anaconda.org/conda-forge/noarch/pyarrow-hotfix-0.6-pyhd8ed1ab_0.conda#ccc06e6ef2064ae129fab3286299abda
-https://conda.anaconda.org/conda-forge/noarch/rio-cogeo-5.3.4-pyhd8ed1ab_0.conda#7e192c17d517f09568ec4b6b6c2ed752
-https://conda.anaconda.org/conda-forge/noarch/xarray_leaflet-0.2.3-pyhd8ed1ab_0.conda#14ac9ee6946c1e1bf0489235066151a0
-https://conda.anaconda.org/conda-forge/noarch/dask-2024.8.2-pyhd8ed1ab_0.conda#3adbad9b363bd0163ef2ac59f095cc13
+https://conda.anaconda.org/conda-forge/noarch/dask-2024.9.1-pyhd8ed1ab_0.conda#f4a81fe958755b2db083566a6a2da06f
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@@ -804,21 +798,21 @@ https://conda.anaconda.org/conda-forge/noarch/intake-esm-2023.11.10-pyhd8ed1ab_0
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 https://conda.anaconda.org/conda-forge/noarch/pop-tools-2023.6.0-pyhd8ed1ab_0.conda#71086096ddb1c50ea9dc1523fda894ac
-https://conda.anaconda.org/conda-forge/noarch/pyspectral-0.13.4-pyhd8ed1ab_0.conda#05347b32ac126c18b87e7d89d68f6371
+https://conda.anaconda.org/conda-forge/noarch/pyspectral-0.13.5-pyhd8ed1ab_0.conda#fb231e26b0d64d3bf989a3cc96c3c7d8
 https://conda.anaconda.org/conda-forge/linux-64/trollimage-1.25.0-py312h1df14c2_0.conda#8893be4c5358b91c5d2fa2bbb690ba4c
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-https://conda.anaconda.org/conda-forge/noarch/xbatcher-0.3.0-pyhd8ed1ab_0.conda#14aa97411b796937db2ba62ec5c95472
-https://conda.anaconda.org/conda-forge/noarch/xclim-0.52.0-pyhd8ed1ab_0.conda#7e3c15684b376875f80f6560a1b82d4e
+https://conda.anaconda.org/conda-forge/noarch/xbatcher-0.4.0-pyhd8ed1ab_0.conda#a54958e8beb0486b933da5a500c969c7
+https://conda.anaconda.org/conda-forge/noarch/xclim-0.52.2-pyhd8ed1ab_0.conda#7da44dfeea29fe1cd32e2db01ae68f3f
 https://conda.anaconda.org/conda-forge/noarch/xgcm-0.8.1-pyhd8ed1ab_0.conda#3b4400fe7f2e6c6a969d511b39c9f2ea
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-https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.08.31-hd8ed1ab_0.conda#771f178df1e16fba58f8fe989d8d725b
+https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.09.30-hd8ed1ab_0.conda#72af7eda54a43ab65e5e9d336ed48b92
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-https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.09.01-hd8ed1ab_0.conda#5f9dac028af1490cf146ce300dba20ed
-https://conda.anaconda.org/conda-forge/noarch/fastapi-0.113.0-pyhd8ed1ab_0.conda#b1b79990bf7eb9bce0c47da0688faa98
+https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.09.30-hd8ed1ab_0.conda#26b23f71e88b062dc67a84e4399b2faa
+https://conda.anaconda.org/conda-forge/noarch/fastapi-0.115.0-pyhd8ed1ab_0.conda#fd920ad2645840f5b7b85ab58eadae73
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diff --git a/ml-notebook/conda-lock.yml b/ml-notebook/conda-lock.yml
index f37a77bc..ac2ff8f3 100644
--- a/ml-notebook/conda-lock.yml
+++ b/ml-notebook/conda-lock.yml
@@ -13,7 +13,7 @@
 version: 1
 metadata:
   content_hash:
-    linux-64: 4dada33f13fd6d7abd852b1270c9bcc87eb2932158a7348926a662c0167fefe1
+    linux-64: d3b087434cf6a96ab2b2583d311e2e1639523e55821dc27a1d1093c74ef5e2fe
   channels:
   - url: conda-forge
     used_env_vars: []
@@ -59,17 +59,6 @@ package:
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   category: main
   optional: false
-- name: _sysroot_linux-64_curr_repodata_hack
-  version: '3'
-  manager: conda
-  platform: linux-64
-  dependencies: {}
-  url: https://conda.anaconda.org/conda-forge/noarch/_sysroot_linux-64_curr_repodata_hack-3-h69a702a_16.conda
-  hash:
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-    sha256: 6ac30acdbfd3136ee7a1de28af4355165291627e905715611726e674499b0786
-  category: main
-  optional: false
 - name: absl-py
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@@ -129,35 +118,35 @@ package:
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   optional: false
 - name: aiobotocore
-  version: 2.14.0
+  version: 2.15.1
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   platform: linux-64
   dependencies:
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     aioitertools: '>=0.5.1,<1.0.0'
-    botocore: '>=1.35.0,<1.35.8'
+    botocore: '>=1.35.16,<1.35.24'
     python: '>=3.8'
     wrapt: '>=1.10.10,<2.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.14.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.15.1-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 93b32ef3aefc21768d8fc102fec880bd14d6a07cdfb59b129fc014dfd4e5c832
+    md5: 341f4502c79c3e863adc7273078d2cdb
+    sha256: d888dd7771667862ede7c8bbef09d06c00239e4e5e3caf7fd625d32ab731c35c
   category: main
   optional: false
 - name: aiohappyeyeballs
-  version: 2.4.0
+  version: 2.4.2
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.8.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiohappyeyeballs-2.4.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/aiohappyeyeballs-2.4.2-pyhd8ed1ab_0.conda
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-    sha256: 5d318408a7ad62c1dbff90060795287f1fd3bdbec13b733bc82f1fadb2c9244e
+    md5: 9a18fffdcfc7a5c0ec7aa7c5f680df5e
+    sha256: 946b2895835ac97540ada2b3b463718b35a413e25bd5d902ba7afd43a1a8f0ea
   category: main
   optional: false
 - name: aiohttp
-  version: 3.10.5
+  version: 3.10.8
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@@ -166,28 +155,28 @@ package:
     aiosignal: '>=1.1.2'
     attrs: '>=17.3.0'
     frozenlist: '>=1.1.1'
-    libgcc-ng: '>=12'
+    libgcc: '>=13'
     multidict: '>=4.5,<7.0'
     python: '>=3.12,<3.13.0a0'
     python_abi: 3.12.*
-    yarl: '>=1.0,<2.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/aiohttp-3.10.5-py312h41a817b_0.conda
+    yarl: '>=1.12.0,<2.0'
+  url: https://conda.anaconda.org/conda-forge/linux-64/aiohttp-3.10.8-py312h66e93f0_0.conda
   hash:
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-    sha256: b634a9e8f4922c7adb90a4b70b26b75108557f3f1a1a41f358eaa9a443891f1f
+    md5: c647e9aea172bbff2f976a11af497fed
+    sha256: e890917377c66464a6f5ff7cdefebdd3569d1617fd25237f4e547f145f2aa1cf
   category: main
   optional: false
 - name: aioitertools
-  version: 0.11.0
+  version: 0.12.0
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   platform: linux-64
   dependencies:
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     typing_extensions: '>=4.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/aioitertools-0.11.0-pyhd8ed1ab_0.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/noarch/aioitertools-0.12.0-pyhd8ed1ab_0.conda
   hash:
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-    sha256: be2dbd6710438fa48b83bf06841091227276ae545d145dfe5cb5149c6484e951
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   category: main
   optional: false
 - name: aiosignal
@@ -204,7 +193,7 @@ package:
   category: main
   optional: false
 - name: alembic
-  version: 1.13.2
+  version: 1.13.3
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@@ -214,10 +203,10 @@ package:
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     sqlalchemy: '>=1.3.0'
     typing-extensions: '>=4'
-  url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.13.2-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.13.3-pyhd8ed1ab_0.conda
   hash:
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-    sha256: 96fd39cb4500542556bbef01130033bad75c637a6f573eb7b043d15a3f7b02ff
+    md5: c81dc0d6ce99cf5c46e8b27dc37b5a75
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   category: main
   optional: false
 - name: annotated-types
@@ -234,19 +223,19 @@ package:
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   optional: false
 - name: anyio
-  version: 4.4.0
+  version: 4.6.0
   manager: conda
   platform: linux-64
   dependencies:
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     idna: '>=2.8'
-    python: '>=3.8'
+    python: '>=3.9'
     sniffio: '>=1.1'
     typing_extensions: '>=4.1'
-  url: https://conda.anaconda.org/conda-forge/noarch/anyio-4.4.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/anyio-4.6.0-pyhd8ed1ab_1.conda
   hash:
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-    sha256: 84ac9429812495f12939ab4994f2634f7cacd254f6234a0c2c0243daed15a7ee
+    md5: bc13891a047f50728b03595531f7f92e
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   category: main
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 - name: anywidget
@@ -369,12 +358,12 @@ package:
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 - name: astropy
-  version: 6.1.3
+  version: 6.1.4
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
-    astropy-iers-data: '>=0.2024.7.29.0.32.7'
+    astropy-iers-data: '>=0.2024.8.27.10.28.29'
     importlib-metadata: ''
     libgcc: '>=13'
     numpy: '>=1.23'
@@ -383,22 +372,22 @@ package:
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-  url: https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-64-3.10.0-h4a8ded7_16.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.40-hf3520f5_7.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.9.0-23_linux64_openblas.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-kea-3.9.2-h1df15e4_1.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-pdf-3.9.2-h600f43f_1.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-xls-3.9.2-h03c987c_1.conda
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     libcurl: ''
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+    libstdcxx: '>=13'
+    libzlib: '>=1.3.1,<2.0a0'
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 - name: librsvg
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+    libgcc: '>=13'
+    libstdcxx: '>=13'
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-    geos: '>=3.12.2,<3.12.3.0a0'
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-    proj: '>=9.4.1,<9.5.0a0'
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     zlib: ''
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   category: main
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libunistring-0.9.10-h7f98852_0.tar.bz2
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     xorg-libxfixes: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/libva-2.22.0-hb711507_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libva-2.22.0-h8a09558_1.conda
   hash:
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 - name: libvpx
@@ -7300,19 +7299,19 @@ package:
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   optional: false
 - name: libxcb
-  version: '1.16'
+  version: 1.17.0
   manager: conda
   platform: linux-64
   dependencies:
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-    libgcc-ng: '>=13'
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     xorg-libxdmcp: ''
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     cuda-version: '>=12.0,<13'
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libxgboost-2.1.1-cuda120_h9dfd3e9_2.conda
+    libgcc: '>=12'
+    libstdcxx: '>=12'
+    nccl: '>=2.23.4.1,<3.0a0'
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 - name: libzip
-  version: 1.10.1
+  version: 1.11.1
   manager: conda
   platform: linux-64
   dependencies:
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+    libgcc: '>=13'
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+    openssl: '>=3.3.2,<4.0a0'
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 - name: mapclassify
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   dependencies:
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     scipy: '>=1.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/mapclassify-2.8.0-pyhd8ed1ab_0.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-base-3.9.2-py312h854627b_0.conda
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+    libgcc: '>=12'
+    libstdcxx: '>=12'
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 - name: nss
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+  version: '3.105'
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   dependencies:
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-  url: https://conda.anaconda.org/conda-forge/linux-64/nss-3.104-hd34e28f_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/nss-3.105-hd34e28f_0.conda
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+  version: 0.8.2
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   dependencies:
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     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/numbagg-0.8.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/numbagg-0.8.2-pyhd8ed1ab_0.conda
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     libstdcxx-ng: '>=12'
-    libtiff: '>=4.6.0,<4.7.0a0'
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   url: https://conda.anaconda.org/conda-forge/linux-64/openjpeg-2.5.2-h488ebb8_0.conda
   hash:
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-  url: https://conda.anaconda.org/conda-forge/noarch/opt_einsum-3.3.0-pyhc1e730c_2.conda
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-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
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-    python: '>=3.9'
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-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.08.31-hd8ed1ab_0.conda
+    distributed: 2024.9.1.*
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     tzdata: ''
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-  url: https://conda.anaconda.org/conda-forge/noarch/prometheus_client-0.20.0-pyhd8ed1ab_0.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/pthread-stubs-0.4-h36c2ea0_1001.tar.bz2
+    __glibc: '>=2.17,<3.0.a0'
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+  url: https://conda.anaconda.org/conda-forge/noarch/py-xgboost-2.1.1-cuda120_pyh206be00_4.conda
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-  url: https://conda.anaconda.org/conda-forge/noarch/pyasn1-0.6.1-pyhd8ed1ab_0.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/pydantic-core-2.23.3-py312h12e396e_0.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-inputproto-2.3.2-h7f98852_1002.tar.bz2
-  hash:
-    md5: bcd1b3396ec6960cbc1d2855a9e60b2b
-    sha256: 6c8c2803de0f643f8bad16ece3f9a7259e4a49247543239c182d66d5e3a129a7
-  category: main
-  optional: false
-- name: xorg-kbproto
-  version: 1.0.7
-  manager: conda
-  platform: linux-64
-  dependencies:
-    libgcc-ng: '>=9.3.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-kbproto-1.0.7-h7f98852_1002.tar.bz2
-  hash:
-    md5: 4b230e8381279d76131116660f5a241a
-    sha256: e90b0a6a5d41776f11add74aa030f789faf4efd3875c31964d6f9cfa63a10dd1
-  category: main
-  optional: false
 - name: xorg-libice
   version: 1.1.1
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.1-hd590300_0.conda
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.1-hb9d3cd8_1.conda
   hash:
-    md5: b462a33c0be1421532f28bfe8f4a7514
-    sha256: 5aa9b3682285bb2bf1a8adc064cb63aff76ef9178769740d855abb42b0d24236
+    md5: 19608a9656912805b2b9a2f6bd257b04
+    sha256: ec276da68d1c4a3d34a63195b35ca5b248d4aff0812464dcd843d74649b5cec4
   category: main
   optional: false
 - name: xorg-libsm
@@ -12286,29 +12245,29 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
     libuuid: '>=2.38.1,<3.0a0'
     xorg-libice: '>=1.1.1,<2.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libsm-1.2.4-h7391055_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libsm-1.2.4-he73a12e_1.conda
   hash:
-    md5: 93ee23f12bc2e684548181256edd2cf6
-    sha256: 089ad5f0453c604e18985480218a84b27009e9e6de9a0fa5f4a20b8778ede1f1
+    md5: 05a8ea5f446de33006171a7afe6ae857
+    sha256: 70e903370977d44c9120a5641ab563887bd48446e9ef6fc2a3f5f60531c2cd6c
   category: main
   optional: false
 - name: xorg-libx11
-  version: 1.8.9
+  version: 1.8.10
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
-    libxcb: '>=1.16,<1.17.0a0'
-    xorg-kbproto: ''
-    xorg-xextproto: '>=7.3.0,<8.0a0'
-    xorg-xproto: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libx11-1.8.9-hb711507_1.conda
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+    libxcb: '>=1.17.0,<2.0a0'
+    xorg-xorgproto: ''
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libx11-1.8.10-h4f16b4b_0.conda
   hash:
-    md5: 4a6d410296d7e39f00bacdee7df046e9
-    sha256: 66eabe62b66c1597c4a755dcd3f4ce2c78adaf7b32e25dfee45504d67d7735c1
+    md5: 0b666058a179b744a622d0a4a0c56353
+    sha256: c4650634607864630fb03696474a0535f6fce5fda7d81a6462346e071b53dfa7
   category: main
   optional: false
 - name: xorg-libxau
@@ -12316,11 +12275,12 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.11-hd590300_0.conda
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.11-hb9d3cd8_1.conda
   hash:
-    md5: 2c80dc38fface310c9bd81b17037fee5
-    sha256: 309751371d525ce50af7c87811b435c176915239fc9e132b99a25d5e1703f2d4
+    md5: 77cbc488235ebbaab2b6e912d3934bae
+    sha256: 532a046fee0b3a402db867b6ec55c84ba4cdedb91d817147c8feeae9766be3d6
   category: main
   optional: false
 - name: xorg-libxdmcp
@@ -12328,39 +12288,40 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=9.3.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.3-h7f98852_0.tar.bz2
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.3-hb9d3cd8_2.conda
   hash:
-    md5: be93aabceefa2fac576e971aef407908
-    sha256: 4df7c5ee11b8686d3453e7f3f4aa20ceef441262b49860733066c52cfd0e4a77
+    md5: 0f0d069428b003625074443455f25e0d
+    sha256: c0d391f19dfe3b0fc6e66686a85a07061923e4a58bbc9db69cf2440169dbb24f
   category: main
   optional: false
 - name: xorg-libxext
-  version: 1.3.4
+  version: 1.3.6
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
-    xorg-libx11: '>=1.7.2,<2.0a0'
-    xorg-xextproto: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxext-1.3.4-h0b41bf4_2.conda
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+    xorg-libx11: '>=1.8.10,<2.0a0'
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxext-1.3.6-hb9d3cd8_0.conda
   hash:
-    md5: 82b6df12252e6f32402b96dacc656fec
-    sha256: 73e5cfbdff41ef8a844441f884412aa5a585a0f0632ec901da035a03e1fe1249
+    md5: febbab7d15033c913d53c7a2c102309d
+    sha256: da5dc921c017c05f38a38bd75245017463104457b63a1ce633ed41f214159c14
   category: main
   optional: false
 - name: xorg-libxfixes
-  version: 5.0.3
+  version: 6.0.0
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=9.3.0'
-    xorg-fixesproto: ''
-    xorg-libx11: '>=1.7.0,<2.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxfixes-5.0.3-h7f98852_1004.tar.bz2
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+    xorg-libx11: '>=1.8.10,<2.0a0'
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxfixes-6.0.0-hb9d3cd8_1.conda
   hash:
-    md5: e9a21aa4d5e3e5f1aed71e8cefd46b6a
-    sha256: 1e426a1abb774ef1dcf741945ed5c42ad12ea2dc7aeed7682d293879c3e1e4c3
+    md5: bf964023af99d6cbbe51c1c00ca6b4c1
+    sha256: f94cb1198c6a50093db8bfad3b9b0a2c9f46e79e538a5d0ed5d09115fc873c7b
   category: main
   optional: false
 - name: xorg-libxi
@@ -12369,16 +12330,14 @@ package:
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
-    libgcc-ng: '>=12'
-    xorg-inputproto: ''
-    xorg-libx11: '>=1.8.9,<2.0a0'
+    libgcc: '>=13'
+    xorg-libx11: '>=1.8.10,<2.0a0'
     xorg-libxext: '>=1.3.4,<2.0a0'
-    xorg-libxfixes: 5.0.*
-    xorg-xextproto: '>=7.3.0,<8.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxi-1.7.10-h4bc722e_1.conda
+    xorg-libxfixes: '>=6.0.0,<7.0a0'
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxi-1.7.10-hb9d3cd8_2.conda
   hash:
-    md5: 749baebe7e2ff3360630e069175e528b
-    sha256: e1416eb435e3d903bc658e3c637f0e87efd2dca290fe70daf29738b3a3d1f8ff
+    md5: 22589726de8aa48df4543865011dc667
+    sha256: 8499fc6278b1c0c98e209e3495bfc722bd2bccc55be9acaac581b65bf9e3fb21
   category: main
   optional: false
 - name: xorg-libxrender
@@ -12386,25 +12345,14 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
-    xorg-libx11: '>=1.8.6,<2.0a0'
-    xorg-renderproto: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrender-0.9.11-hd590300_0.conda
-  hash:
-    md5: ed67c36f215b310412b2af935bf3e530
-    sha256: 26da4d1911473c965c32ce2b4ff7572349719eaacb88a066db8d968a4132c3f7
-  category: main
-  optional: false
-- name: xorg-renderproto
-  version: 0.11.1
-  manager: conda
-  platform: linux-64
-  dependencies:
-    libgcc-ng: '>=9.3.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-renderproto-0.11.1-h7f98852_1002.tar.bz2
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+    xorg-libx11: '>=1.8.10,<2.0a0'
+    xorg-xorgproto: ''
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrender-0.9.11-hb9d3cd8_1.conda
   hash:
-    md5: 06feff3d2634e3097ce2fe681474b534
-    sha256: 38942930f233d1898594dd9edf4b0c0786f3dbc12065a0c308634c37fd936034
+    md5: a7a49a8b85122b49214798321e2e96b4
+    sha256: f1217e902c0b1d8bc5d3ce65e483ebf38b049c823c9117b7198cfb16bd2b9143
   category: main
   optional: false
 - name: xorg-xextproto
@@ -12412,23 +12360,25 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xextproto-7.3.0-h0b41bf4_1003.conda
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xextproto-7.3.0-hb9d3cd8_1004.conda
   hash:
-    md5: bce9f945da8ad2ae9b1d7165a64d0f87
-    sha256: b8dda3b560e8a7830fe23be1c58cc41f407b2e20ae2f3b6901eb5842ba62b743
+    md5: bc4cd53a083b6720d61a1519a1900878
+    sha256: f302a3f6284ee9ad3b39e45251d7ed15167896564dc33e006077a896fd3458a6
   category: main
   optional: false
-- name: xorg-xproto
-  version: 7.0.31
+- name: xorg-xorgproto
+  version: '2024.1'
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=9.3.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xproto-7.0.31-h7f98852_1007.tar.bz2
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xorgproto-2024.1-hb9d3cd8_1.conda
   hash:
-    md5: b4a4381d54784606820704f7b5f05a15
-    sha256: f197bb742a17c78234c24605ad1fe2d88b1d25f332b75d73e5ba8cf8fbc2a10d
+    md5: 7c21106b851ec72c037b162c216d8f05
+    sha256: 1316680be6edddee0156b86ec1102fc8286f51c1a5440366ed1db596a2dc3731
   category: main
   optional: false
 - name: xpublish
@@ -12572,7 +12522,7 @@ package:
   category: main
   optional: false
 - name: yarl
-  version: 1.11.1
+  version: 1.13.1
   manager: conda
   platform: linux-64
   dependencies:
@@ -12582,10 +12532,10 @@ package:
     multidict: '>=4.0'
     python: '>=3.12,<3.13.0a0'
     python_abi: 3.12.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/yarl-1.11.1-py312h66e93f0_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/yarl-1.13.1-py312h66e93f0_0.conda
   hash:
-    md5: 5b5d6f3f65bdc30844eb0a919147c15d
-    sha256: a8f342aad4759f9305e629d414eabecd1ca687faa12da2c9c3f46efeb91e4e79
+    md5: 2df2598fb30eaccaf8717bac238d4e49
+    sha256: d184281da96ccaf01d044146b73a50513d554889b1f1efb1f1a40675e74d40df
   category: main
   optional: false
 - name: zarr
@@ -12625,13 +12575,14 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
+    __glibc: '>=2.17,<3.0.a0'
     _openmp_mutex: '>=4.5'
-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/zfp-1.0.1-hac33072_1.conda
+    libgcc: '>=13'
+    libstdcxx: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-64/zfp-1.0.1-h5888daf_2.conda
   hash:
-    md5: df96b7266e49529d82de467b23977452
-    sha256: 0f39a8089dd152419ec98d437f3910811fe0150261481a4e5a45bcbba5f318e2
+    md5: e0409515c467b87176b070bff5d9442e
+    sha256: 0dfafc75c72f308c0200836f2b973766cdcb8741b1ab61e0b462a34dd6b6ad20
   category: main
   optional: false
 - name: zict
@@ -12647,15 +12598,15 @@ package:
   category: main
   optional: false
 - name: zipp
-  version: 3.20.1
+  version: 3.20.2
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.20.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.20.2-pyhd8ed1ab_0.conda
   hash:
-    md5: 74a4befb4b38897e19a107693e49da20
-    sha256: 30762bd25b6fc8714d5520a223ccf20ad4a6792dc439c54b59bf44b60bf51e72
+    md5: 4daaed111c05672ae669f7036ee5bba3
+    sha256: 1e84fcfa41e0afdd87ff41e6fbb719c96a0e098c1f79be342293ab0bd8dea322
   category: main
   optional: false
 - name: zlib
@@ -12672,17 +12623,17 @@ package:
   category: main
   optional: false
 - name: zlib-ng
-  version: 2.2.1
+  version: 2.2.2
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.2.1-he02047a_0.conda
+    libgcc: '>=13'
+    libstdcxx: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.2.2-h5888daf_0.conda
   hash:
-    md5: 8fd1654184917db2cb74fc84cb4fff79
-    sha256: f555ee579fc1cd5ccf1ef760970c4bc34db8783d3ba5c42c9d50541c924c5b66
+    md5: 135fd3c66bccad3d2254f50f9809e86a
+    sha256: 9288b88a2448a6ef9824ff4a9f9384f45f6444b009b9fa3e5f335d0c52e86e4b
   category: main
   optional: false
 - name: zstd
diff --git a/ml-notebook/packages.txt b/ml-notebook/packages.txt
index 5e5aeb0f..cf82bc76 100644
--- a/ml-notebook/packages.txt
+++ b/ml-notebook/packages.txt
@@ -3,19 +3,18 @@
 _libgcc_mutex==0.1
 _openmp_mutex==4.5
 _py-xgboost-mutex==2.0
-_sysroot_linux-64_curr_repodata_hack==3
 absl-py==2.1.0
 adal==1.2.7
 adlfs==2024.7.0
 affine==2.4.0
-aiobotocore==2.14.0
-aiohappyeyeballs==2.4.0
-aiohttp==3.10.5
-aioitertools==0.11.0
+aiobotocore==2.15.1
+aiohappyeyeballs==2.4.2
+aiohttp==3.10.8
+aioitertools==0.12.0
 aiosignal==1.3.1
-alembic==1.13.2
+alembic==1.13.3
 annotated-types==0.7.0
-anyio==4.4.0
+anyio==4.6.0
 anywidget==0.9.13
 aom==3.9.1
 appdirs==1.4.4
@@ -24,8 +23,8 @@ argon2-cffi-bindings==21.2.0
 argopy==0.1.14
 arrow==1.3.0
 asciitree==0.3.3
-astropy==6.1.3
-astropy-iers-data==0.2024.9.2.0.33.23
+astropy==6.1.4
+astropy-iers-data==0.2024.9.30.0.32.59
 asttokens==2.4.1
 astunparse==1.6.3
 async-lru==2.0.4
@@ -46,30 +45,30 @@ aws-c-sdkutils==0.1.19
 aws-checksums==0.1.18
 aws-crt-cpp==0.28.2
 aws-sdk-cpp==1.11.379
-awscli==2.17.48
+awscli==2.17.61
 awscrt==0.21.2
-azure-core==1.30.2
+azure-core==1.31.0
 azure-core-cpp==1.13.0
 azure-datalake-store==0.0.51
 azure-identity==1.17.1
 azure-identity-cpp==1.8.0
-azure-storage-blob==12.22.0
+azure-storage-blob==12.23.1
 azure-storage-blobs-cpp==12.12.0
 azure-storage-common-cpp==12.7.0
 azure-storage-files-datalake-cpp==12.11.0
 babel==2.14.0
 beautifulsoup4==4.12.3
-binutils==2.40
-binutils_impl_linux-64==2.40
-binutils_linux-64==2.40
+binutils==2.43
+binutils_impl_linux-64==2.43
+binutils_linux-64==2.43
 black==24.8.0
 bleach==6.1.0
 blinker==1.8.2
 blosc==1.21.6
-bokeh==3.4.2
+bokeh==3.5.2
 boltons==24.0.0
-boto3==1.35.7
-botocore==1.35.7
+boto3==1.35.23
+botocore==1.35.23
 bottleneck==1.4.0
 bounded-pool-executor==0.0.3
 branca==0.7.2
@@ -86,22 +85,22 @@ cached-property==1.5.2
 cached_property==1.5.2
 cachetools==5.5.0
 cachey==0.2.1
-cads-api-client==1.3.2
+cads-api-client==1.4.3
 cairo==1.18.0
 cartopy==0.23.0
-cattrs==24.1.0
-cdsapi==0.7.2
+cattrs==24.1.2
+cdsapi==0.7.3
 certifi==2024.8.30
-certipy==0.1.3
-cf_xarray==0.9.4
+certipy==0.2.1
+cf_xarray==0.9.5
 cffi==1.17.1
-cfgrib==0.9.14.0
+cfgrib==0.9.14.1
 cfitsio==4.4.1
 cftime==1.6.4
 cgen==2020.1
 charls==2.4.2
 charset-normalizer==3.3.2
-chex==0.1.86
+chex==0.1.87
 ciso==0.2.2
 click==8.1.7
 click-plugins==1.1.1
@@ -112,7 +111,7 @@ colorama==0.4.6
 colorcet==3.1.0
 colorspacious==1.1.2
 comm==0.2.2
-configobj==5.0.8
+configobj==5.0.9
 contextily==1.6.2
 contourpy==1.3.0
 cryptography==40.0.1
@@ -141,22 +140,22 @@ cuda-version==12.6
 cudnn==9.2.1.18
 cycler==0.12.1
 cytoolz==0.12.3
-dask==2024.8.2
-dask-core==2024.8.2
-dask-expr==1.1.13
+dask==2024.9.1
+dask-core==2024.9.1
+dask-expr==1.1.15
 dask-gateway==2024.1.0
-dask-geopandas==0.4.1
+dask-geopandas==0.4.2
 dask-glm==0.3.2
 dask-labextension==7.0.0
 dask-ml==2024.4.4
 datashader==0.16.3
 dav1d==1.2.1
-debugpy==1.8.5
+debugpy==1.8.6
 decorator==5.1.1
 defusedxml==0.7.1
 descartes==1.1.0
-dill==0.3.8
-distributed==2024.8.2
+dill==0.3.9
+distributed==2024.9.1
 distro==1.8.0
 dm-tree==0.1.8
 dnspython==2.6.1
@@ -165,33 +164,33 @@ docrep==0.3.2
 docstring-to-markdown==0.15
 docutils==0.17.1
 donfig==0.8.1.post1
-duckdb-cli==1.1.0
+duckdb-cli==1.1.1
 earthaccess==0.10.0
-eccodes==2.37.0
+eccodes==2.38.0
 email-validator==2.2.0
 email_validator==2.2.0
 entrypoints==0.4
 eofs==1.4.1
-erddapy==2.2.0
+erddapy==2.2.3
 esmf==8.6.1
 esmpy==8.6.1
 etils==1.9.4
 exceptiongroup==1.2.2
 executing==2.1.0
 expat==2.6.3
-fastapi==0.113.0
+fastapi==0.115.0
 fastapi-cli==0.0.5
 fasteners==0.17.3
 fastjmd95==0.2.1
 fastprogress==1.0.3
 ffmpeg==7.0.2
-filelock==3.16.0
+filelock==3.16.1
 findlibs==0.0.5
 flatbuffers==24.3.25
 flax==0.9.0
 flexcache==0.3
 flexparser==0.3.1
-flox==9.11
+flox==0.9.12
 fmt==11.0.2
 folium==0.17.0
 font-ttf-dejavu-sans-mono==2.37
@@ -201,7 +200,7 @@ font-ttf-ubuntu==0.83
 fontconfig==2.14.2
 fonts-conda-ecosystem==1
 fonts-conda-forge==1
-fonttools==4.53.1
+fonttools==4.54.1
 fqdn==1.5.1
 freeglut==3.2.2
 freetype==2.12.1
@@ -223,13 +222,13 @@ geographiclib==2.0
 geopandas==1.0.1
 geopandas-base==1.0.1
 geopy==2.4.1
-geos==3.12.2
+geos==3.13.0
 geotiff==1.7.3
-geoviews-core==1.12.0
+geoviews-core==1.13.0
 gettext==0.22.5
 gettext-tools==0.22.5
 gflags==2.2.2
-gh==2.56.0
+gh==2.57.0
 gh-scoped-creds==4.1
 giflib==5.2.2
 git-lfs==3.5.1
@@ -237,9 +236,8 @@ gitdb==4.0.11
 gitpython==3.1.43
 glog==0.7.1
 gmp==6.3.0
-gnutls==3.8.7
-google-api-core==2.19.2
-google-auth==2.34.0
+google-api-core==2.20.0
+google-auth==2.35.0
 google-auth-oauthlib==1.2.1
 google-cloud-core==2.4.1
 google-cloud-storage==2.18.2
@@ -249,7 +247,7 @@ google-resumable-media==2.7.2
 googleapis-common-protos==1.65.0
 graphite2==1.3.13
 graphviz==12.0.0
-greenlet==3.1.0
+greenlet==3.1.1
 grpcio==1.62.2
 gsw==3.6.19
 gtk2==2.24.33
@@ -269,15 +267,15 @@ holoviews==1.19.1
 hpack==4.0.0
 httpcore==1.0.5
 httpx==0.27.2
-hvplot==0.10.0
+hvplot==0.11.0
 hyperframe==6.0.1
 icu==75.1
-idna==3.8
+idna==3.10
 imagecodecs==2024.6.1
 imageio==2.35.1
-importlib-metadata==8.4.0
+importlib-metadata==8.5.0
 importlib-resources==6.4.5
-importlib_metadata==8.4.0
+importlib_metadata==8.5.0
 importlib_resources==6.4.5
 iniconfig==2.0.0
 intake==2.0.7
@@ -304,7 +302,7 @@ jedi==0.19.1
 jinja2==3.1.4
 jmespath==1.0.1
 joblib==1.4.2
-json-c==0.17
+json-c==0.18
 json5==0.9.25
 jsonpickle==3.3.0
 jsonpointer==3.0.0
@@ -316,7 +314,7 @@ jupyter-panel-proxy==0.1.0
 jupyter-resource-usage==1.1.0
 jupyter-server-mathjax==0.2.6
 jupyter-server-proxy==4.4.0
-jupyter_client==8.6.2
+jupyter_client==8.6.3
 jupyter_core==5.7.2
 jupyter_events==0.10.0
 jupyter_leaflet==0.19.2
@@ -349,7 +347,7 @@ lame==3.100
 lazy-loader==0.4
 lazy_loader==0.4
 lcms2==2.16
-ld_impl_linux-64==2.40
+ld_impl_linux-64==2.43
 lerc==4.0.0
 libabseil==20240116.2
 libaec==1.1.3
@@ -371,13 +369,14 @@ libcrc32c==1.1.2
 libcublas==12.6.1.4
 libcufft==11.2.6.59
 libcurand==10.3.7.68
-libcurl==8.9.1
+libcurl==8.10.1
 libcusolver==11.6.4.69
 libcusparse==12.5.3.3
 libdeflate==1.21
 libdrm==2.4.123
-libduckdb==1.1.0
+libduckdb==1.1.1
 libedit==3.1.20191231
+libegl==1.7.0
 libev==4.33
 libevent==2.1.12
 libexpat==2.6.3
@@ -406,20 +405,22 @@ libgettextpo-devel==0.22.5
 libgfortran==14.1.0
 libgfortran-ng==14.1.0
 libgfortran5==14.1.0
-libgirepository==1.80.1
-libglib==2.80.3
+libgirepository==1.82.0
+libgl==1.7.0
+libglib==2.82.1
 libglu==9.0.0
+libglvnd==1.7.0
+libglx==1.7.0
 libgomp==14.1.0
-libgoogle-cloud==2.28.0
-libgoogle-cloud-storage==2.28.0
+libgoogle-cloud==2.29.0
+libgoogle-cloud-storage==2.29.0
 libgpg-error==1.50
 libgrpc==1.62.2
 libhwloc==2.11.1
 libhwy==1.1.0
 libiconv==1.17
-libidn2==2.3.7
 libjpeg-turbo==3.0.0
-libjxl==0.10.3
+libjxl==0.11.0
 libkml==1.3.0
 liblapack==3.9.0
 libllvm14==14.0.6
@@ -428,27 +429,27 @@ libnghttp2==1.58.0
 libnsl==2.0.1
 libnvjitlink==12.6.68
 libopenblas==0.3.27
-libopenvino==2024.3.0
-libopenvino-auto-batch-plugin==2024.3.0
-libopenvino-auto-plugin==2024.3.0
-libopenvino-hetero-plugin==2024.3.0
-libopenvino-intel-cpu-plugin==2024.3.0
-libopenvino-intel-gpu-plugin==2024.3.0
-libopenvino-intel-npu-plugin==2024.3.0
-libopenvino-ir-frontend==2024.3.0
-libopenvino-onnx-frontend==2024.3.0
-libopenvino-paddle-frontend==2024.3.0
-libopenvino-pytorch-frontend==2024.3.0
-libopenvino-tensorflow-frontend==2024.3.0
-libopenvino-tensorflow-lite-frontend==2024.3.0
+libopenvino==2024.4.0
+libopenvino-auto-batch-plugin==2024.4.0
+libopenvino-auto-plugin==2024.4.0
+libopenvino-hetero-plugin==2024.4.0
+libopenvino-intel-cpu-plugin==2024.4.0
+libopenvino-intel-gpu-plugin==2024.4.0
+libopenvino-intel-npu-plugin==2024.4.0
+libopenvino-ir-frontend==2024.4.0
+libopenvino-onnx-frontend==2024.4.0
+libopenvino-paddle-frontend==2024.4.0
+libopenvino-pytorch-frontend==2024.4.0
+libopenvino-tensorflow-frontend==2024.4.0
+libopenvino-tensorflow-lite-frontend==2024.4.0
 libopus==1.3.1
 libparquet==17.0.0
 libpciaccess==0.18
-libpng==1.6.43
+libpng==1.6.44
 libpq==16.4
 libprotobuf==4.25.3
 libre2-11==2023.09.01
-librsvg==2.58.3
+librsvg==2.58.4
 librttopo==1.1.0
 libsanitizer==13.3.0
 libsecret==0.18.8
@@ -459,21 +460,19 @@ libssh2==1.11.0
 libstdcxx==14.1.0
 libstdcxx-devel_linux-64==13.3.0
 libstdcxx-ng==14.1.0
-libtasn1==4.19.0
 libthrift==0.20.0
-libtiff==4.6.0
-libunistring==0.9.10
+libtiff==4.7.0
 libutf8proc==2.8.0
 libuuid==2.38.1
 libva==2.22.0
 libvpx==1.14.1
 libwebp-base==1.4.0
-libxcb==1.16
+libxcb==1.17.0
 libxcrypt==4.4.36
 libxgboost==2.1.1
 libxml2==2.12.7
 libxslt==1.1.39
-libzip==1.10.1
+libzip==1.11.1
 libzlib==1.3.1
 libzopfli==1.0.3
 line_profiler==4.1.3
@@ -487,7 +486,7 @@ lz4==4.3.3
 lz4-c==1.9.4
 lzo==2.10
 mako==1.3.5
-mapclassify==2.8.0
+mapclassify==2.8.1
 markdown==3.6
 markdown-it-py==3.0.0
 markupsafe==2.1.5
@@ -520,19 +519,18 @@ nbformat==5.10.4
 nbgitpuller==1.2.1
 nbstripout==0.7.1
 nc-time-axis==1.4.1
-nccl==2.22.3.1
+nccl==2.23.4.1
 ncurses==6.5
 nest-asyncio==1.6.0
 netcdf-fortran==4.6.1
 netcdf4==1.7.1
-nettle==3.9.1
 networkx==3.3
 notebook==7.2.2
 notebook-shim==0.2.4
 nspr==4.35
-nss==3.104
+nss==3.105
 numba==0.60.0
-numbagg==0.8.1
+numbagg==0.8.2
 numcodecs==0.13.0
 numpy==1.26.4
 numpy_groupies==0.11.2
@@ -543,22 +541,21 @@ odc-stac==0.3.10
 openh264==2.4.1
 openjpeg==2.5.2
 openssl==3.3.2
-opt-einsum==3.3.0
-opt_einsum==3.3.0
+opt-einsum==3.4.0
+opt_einsum==3.4.0
 optax==0.2.2
 optree==0.12.1
 orbax-checkpoint==0.4.4
 orc==2.0.2
 overrides==7.7.0
-p11-kit==0.24.1
 packaging==24.1
 palettable==3.3.3
 pamela==1.2.0
-pandas==2.2.2
+pandas==2.2.3
 pandocfilters==1.5.0
-panel==1.4.5
-pangeo-dask==2024.08.31
-pangeo-notebook==2024.09.01
+panel==1.5.1
+pangeo-dask==2024.09.30
+pangeo-notebook==2024.09.30
 pango==1.54.0
 param==2.1.1
 parcels==3.0.5
@@ -576,7 +573,7 @@ pip==24.2
 pixman==0.43.2
 pkgutil-resolve-name==1.3.10
 planetary-computer==1.0.0
-platformdirs==4.3.2
+platformdirs==4.3.6
 pluggy==1.5.0
 pooch==1.8.2
 pop-tools==2023.6.0
@@ -585,8 +582,8 @@ poppler-data==0.4.12
 portalocker==2.10.1
 postgresql==16.4
 pqdm==0.2.0
-proj==9.4.1
-prometheus_client==0.20.0
+proj==9.5.0
+prometheus_client==0.21.0
 promise==2.3
 prompt-toolkit==3.0.38
 prompt_toolkit==3.0.38
@@ -610,12 +607,12 @@ pycairo==1.27.0
 pycamhd==0.7.0
 pycparser==2.22
 pyct==0.5.0
-pydantic==2.9.1
-pydantic-core==2.23.3
+pydantic==2.9.2
+pydantic-core==2.23.4
 pydap==3.5
 pyerfa==2.0.1.4
 pygments==2.18.0
-pygobject==3.48.2
+pygobject==3.50.0
 pyjwt==2.9.0
 pykdtree==1.3.13
 pymbolic==2022.2
@@ -628,14 +625,14 @@ pyproj==3.6.1
 pyresample==1.30.0
 pyshp==2.3.1
 pysocks==1.7.1
-pyspectral==0.13.4
+pyspectral==0.13.5
 pystac==1.10.1
 pystac-client==0.8.3
 pytest==8.3.3
-python==3.12.5
+python==3.12.6
 python-blosc==1.11.2
-python-cmr==0.11.0
-python-dateutil==2.8.2
+python-cmr==0.13.0
+python-dateutil==2.9.0
 python-dotenv==1.0.1
 python-duckdb==1.0.0
 python-eccodes==2.37.0
@@ -649,48 +646,49 @@ python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
 python-lsp-ruff==2.2.2
 python-lsp-server-base==1.12.0
-python-multipart==0.0.9
-python-tzdata==2024.1
+python-multipart==0.0.12
+python-tzdata==2024.2
 python-xxhash==3.5.0
 python_abi==3.12
 pytools==2024.1.14
-pytz==2024.2
+pytz==2024.1
 pyu2f==0.1.5
 pyviz_comms==3.0.3
 pywavelets==1.7.0
 pyyaml==6.0.2
 pyzmq==26.2.0
 qhull==2020.2
-rasterio==1.3.11
+rasterio==1.4.0
 rav1e==0.6.6
 re2==2023.09.01
 readline==8.2
 rechunker==0.5.2
 referencing==0.35.1
-regex==2024.7.24
+regex==2024.9.11
 requests==2.32.3
 requests-oauthlib==2.0.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
-rich==13.7.1
+rich==13.8.1
 rio-cogeo==5.3.4
 rioxarray==0.17.0
+roaring-landmask==0.9.1
 rpds-py==0.20.0
 rsa==4.9
 ruamel.yaml==0.17.17
-ruamel.yaml.clib==0.2.7
-ruff==0.6.4
+ruamel.yaml.clib==0.2.8
+ruff==0.6.8
 s2n==1.5.1
 s3fs==2024.9.0
 s3transfer==0.10.2
 satpy==0.51.0
 scikit-image==0.24.0
-scikit-learn==1.5.1
+scikit-learn==1.5.2
 scipy==1.14.1
 seaborn==0.13.2
 seaborn-base==0.13.2
 send2trash==1.8.3
-setuptools==73.0.1
+setuptools==75.1.0
 shapely==2.0.6
 shellingham==1.5.4
 simpervisor==1.0.0
@@ -705,12 +703,12 @@ sortedcontainers==2.4.0
 soupsieve==2.5
 sparse==0.15.4
 spdlog==1.14.1
-sqlalchemy==2.0.34
+sqlalchemy==2.0.35
 sqlite==3.46.1
 stack_data==0.6.2
 stackstac==0.5.1
-starlette==0.38.5
-statsmodels==0.14.2
+starlette==0.38.6
+statsmodels==0.14.3
 svt-av1==2.2.1
 sysroot_linux-64==2.17
 tbb==2021.13.0
@@ -722,14 +720,14 @@ tensorflow-base==2.17.0
 tensorflow-datasets==4.8.3
 tensorflow-estimator==2.17.0
 tensorflow-metadata==1.15.0
-tensorstore==0.1.62
+tensorstore==0.1.65
 termcolor==2.4.0
 terminado==0.18.1
 threadpoolctl==3.5.0
-tifffile==2024.8.30
-tiledb==2.25.0
-tiledb-py==0.31.1
-timezonefinder==6.5.2
+tifffile==2024.9.20
+tiledb==2.26.0
+tiledb-py==0.32.0
+timezonefinder==6.5.3
 tinycss2==1.3.0
 tinynetrc==1.3.1
 tk==8.6.13
@@ -740,7 +738,7 @@ tornado==6.4.1
 tqdm==4.66.5
 traitlets==5.14.3
 traittypes==0.2.1
-trajan==0.3.2
+trajan==0.6.3
 trollimage==1.25.0
 trollsift==0.5.1
 typer==0.12.5
@@ -757,9 +755,9 @@ ujson==5.10.0
 uri-template==1.3.0
 uriparser==0.9.8
 urllib3==1.26.19
-uvicorn==0.30.6
+uvicorn==0.31.0
 watchfiles==0.24.0
-watermark==2.4.3
+watermark==2.5.0
 wayland==1.23.1
 wayland-protocols==1.37
 wcwidth==0.2.13
@@ -773,13 +771,13 @@ widgetsnbextension==4.0.13
 wrapt==1.16.0
 x264==1!164.3095
 x265==3.5
-xarray==2024.7.0
+xarray==2024.9.0
 xarray-datatree==0.0.14
 xarray-spatial==0.4.0
 xarray_leaflet==0.2.3
 xarrayutils==2.0.1
-xbatcher==0.3.0
-xclim==0.52.0
+xbatcher==0.4.0
+xclim==0.52.2
 xerces-c==3.2.5
 xesmf==0.8.7
 xgboost==2.1.1
@@ -787,21 +785,17 @@ xgcm==0.8.1
 xhistogram==0.3.2
 xmip==0.7.2
 xmitgcm==0.5.2
-xorg-fixesproto==5.0
-xorg-inputproto==2.3.2
-xorg-kbproto==1.0.7
 xorg-libice==1.1.1
 xorg-libsm==1.2.4
-xorg-libx11==1.8.9
+xorg-libx11==1.8.10
 xorg-libxau==1.0.11
 xorg-libxdmcp==1.1.3
-xorg-libxext==1.3.4
-xorg-libxfixes==5.0.3
+xorg-libxext==1.3.6
+xorg-libxfixes==6.0.0
 xorg-libxi==1.7.10
 xorg-libxrender==0.9.11
-xorg-renderproto==0.11.1
 xorg-xextproto==7.3.0
-xorg-xproto==7.0.31
+xorg-xorgproto==2024.1
 xpublish==0.3.3
 xrft==1.0.1
 xskillscore==0.0.26
@@ -811,12 +805,12 @@ xyzservices==2024.9.0
 xz==5.2.6
 yamale==5.2.1
 yaml==0.2.5
-yarl==1.11.1
+yarl==1.13.1
 zarr==2.18.3
 zeromq==4.3.5
 zfp==1.0.1
 zict==3.0.0
-zipp==3.20.1
+zipp==3.20.2
 zlib==1.3.1
-zlib-ng==2.2.1
+zlib-ng==2.2.2
 zstd==1.5.6
diff --git a/pangeo-notebook/conda-linux-64.lock b/pangeo-notebook/conda-linux-64.lock
index f2301cf5..576ea9f5 100644
--- a/pangeo-notebook/conda-linux-64.lock
+++ b/pangeo-notebook/conda-linux-64.lock
@@ -1,56 +1,65 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: f7a914ab5ebe8cc73ce318aaa209f7a1b81f65439a7826ddcc9496fc7ba97e71
+# input_hash: 2296e4b9fd6b9c016ff554776b1aeb493f1066c7e97bdcdcb6590dc19710a82f
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
 https://conda.anaconda.org/conda-forge/linux-64/_py-xgboost-mutex-2.0-gpu_0.tar.bz2#7702188077361f43a4d61e64c694f850
-https://conda.anaconda.org/conda-forge/noarch/_sysroot_linux-64_curr_repodata_hack-3-h69a702a_16.conda#1c005af0c6ff22814b7c52ee448d4bea
 https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2024.8.30-hbcca054_0.conda#c27d1c142233b5bc9ca570c6e2e0c244
 https://conda.anaconda.org/conda-forge/noarch/cuda-version-11.8-h70ddcb2_3.conda#670f0e1593b8c1d84f57ad5fe5256799
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-dejavu-sans-mono-2.37-hab24e00_0.tar.bz2#0c96522c6bdaed4b1566d11387caaf45
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2#34893075a5c9e55cdafac56607368fc6
 https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2#4d59c254e01d9cde7957100457e2d5fb
-https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-h77eed37_2.conda#cbbe59391138ea5ad3658c76912e147f
+https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-h77eed37_3.conda#49023d73832ef61042f6a237cb2687e7
 https://conda.anaconda.org/conda-forge/linux-64/git-lfs-3.5.1-ha770c72_0.conda#bcba64281c71698f6dbb773e61908912
-https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.40-hf3520f5_7.conda#b80f2f396ca2c28b8c14c437a4ed1e74
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+https://conda.anaconda.org/conda-forge/linux-64/libarrow-substrait-17.0.0-hf54134d_14_cpu.conda#aceb64084d1e5124aa9fad22de48ccf7
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+https://conda.anaconda.org/conda-forge/noarch/xarray_leaflet-0.2.3-pyhd8ed1ab_0.conda#14ac9ee6946c1e1bf0489235066151a0
+https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.1.15-pyhd8ed1ab_0.conda#865cd3fdeffd42a9682f3bb992e828e8
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-https://conda.anaconda.org/conda-forge/noarch/rio-cogeo-5.3.4-pyhd8ed1ab_0.conda#7e192c17d517f09568ec4b6b6c2ed752
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-https://conda.anaconda.org/conda-forge/noarch/dask-2024.8.2-pyhd8ed1ab_0.conda#3adbad9b363bd0163ef2ac59f095cc13
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+https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.09.30-hd8ed1ab_0.conda#72af7eda54a43ab65e5e9d336ed48b92
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-https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.09.01-hd8ed1ab_0.conda#5f9dac028af1490cf146ce300dba20ed
-https://conda.anaconda.org/conda-forge/noarch/fastapi-0.113.0-pyhd8ed1ab_0.conda#b1b79990bf7eb9bce0c47da0688faa98
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diff --git a/pangeo-notebook/conda-lock.yml b/pangeo-notebook/conda-lock.yml
index c25a515d..33faae0b 100644
--- a/pangeo-notebook/conda-lock.yml
+++ b/pangeo-notebook/conda-lock.yml
@@ -13,10 +13,10 @@
 version: 1
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-    osx-arm64: 36f3a3c76d0697eadb79c688984f63b479f782e8e072d4d6694939c3da8e7a9d
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-  url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.14.0-pyhd8ed1ab_0.conda
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+    botocore: '>=1.35.16,<1.35.24'
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+    botocore: '>=1.35.16,<1.35.24'
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-  url: https://conda.anaconda.org/conda-forge/osx-arm64/libduckdb-1.1.0-h79e4ea6_0.conda
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   category: main
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+- name: libegl
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   url: https://conda.anaconda.org/conda-forge/linux-64/libgd-2.3.3-hd3e95f3_10.conda
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@@ -20719,10 +20594,10 @@ package:
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-3.9.2-ha770c72_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-3.9.2-ha770c72_5.conda
   hash:
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-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/libgdal-3.9.2-h8af1aa0_1.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/libgdal-core-3.9.2-h38c09d6_1.conda
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+  version: 1.11.1
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+    python: '>=3.9'
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-  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.1-cpu_pyhb8f9a19_2.conda
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 - name: xgboost
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+    python: '>=3.9'
     py-xgboost: 2.1.1
-  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.1-cpu_pyhb8f9a19_2.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.1-hd590300_0.conda
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
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 - name: xorg-libice
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-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libice-1.1.1-h7935292_0.conda
+    libgcc: '>=13'
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 - name: xorg-libsm
@@ -43075,13 +42747,14 @@ package:
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   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
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     xorg-libice: '>=1.1.1,<2.0a0'
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   dependencies:
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+    libgcc: '>=13'
     libuuid: '>=2.38.1,<3.0a0'
     xorg-libice: '>=1.1.1,<2.0a0'
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+    libxcb: '>=1.17.0,<2.0a0'
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+    libxcb: '>=1.17.0,<2.0a0'
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-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.11-hd590300_0.conda
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
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-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libxau-1.0.11-h31becfc_0.conda
+    libgcc: '>=13'
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-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.3-h7f98852_0.tar.bz2
+    __glibc: '>=2.17,<3.0.a0'
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-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libxdmcp-1.1.3-h3557bc0_0.tar.bz2
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   platform: linux-aarch64
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-    xorg-fixesproto: ''
-    xorg-libx11: '>=1.7.0,<2.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libxfixes-5.0.3-h3557bc0_1004.tar.bz2
+    libgcc: '>=13'
+    xorg-libx11: '>=1.8.9,<2.0a0'
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-    libgcc-ng: '>=12'
-    xorg-inputproto: ''
-    xorg-libx11: '>=1.8.9,<2.0a0'
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-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxi-1.7.10-h4bc722e_1.conda
+    xorg-libxfixes: '>=6.0.0,<7.0a0'
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxi-1.7.10-hb9d3cd8_2.conda
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   platform: linux-aarch64
   dependencies:
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-    xorg-inputproto: ''
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     xorg-libx11: '>=1.8.9,<2.0a0'
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-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libxi-1.7.10-h0b9eccb_1.conda
+    xorg-libxfixes: '>=6.0.0,<7.0a0'
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-    xorg-renderproto: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrender-0.9.11-hd590300_0.conda
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+    libgcc: '>=13'
+    xorg-libx11: '>=1.8.10,<2.0a0'
+    xorg-xorgproto: ''
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-    xorg-libx11: '>=1.8.6,<2.0a0'
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-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-renderproto-0.11.1-h3557bc0_1002.tar.bz2
+    libgcc: '>=13'
+    xorg-libx11: '>=1.8.9,<2.0a0'
+    xorg-xorgproto: ''
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-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xextproto-7.3.0-h0b41bf4_1003.conda
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
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-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-xextproto-7.3.0-h2a766a3_1003.conda
+    libgcc: '>=13'
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   optional: false
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   dependencies:
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-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xproto-7.0.31-h7f98852_1007.tar.bz2
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
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-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-xproto-7.0.31-h3557bc0_1007.tar.bz2
+    libgcc: '>=13'
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     python_abi: 3.12.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/yarl-1.11.1-py312h66e93f0_0.conda
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     python_abi: 3.12.*
-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/yarl-1.11.1-py312hb2c0f52_0.conda
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     python_abi: 3.12.*
-  url: https://conda.anaconda.org/conda-forge/osx-64/yarl-1.11.1-py312hb553811_0.conda
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-  url: https://conda.anaconda.org/conda-forge/osx-arm64/yarl-1.11.1-py312h024a12e_0.conda
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+    libgcc: '>=13'
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-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/zfp-1.0.1-h0a1ffab_1.conda
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+    llvm-openmp: '>=17.0.6'
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-  url: https://conda.anaconda.org/conda-forge/osx-arm64/zfp-1.0.1-ha84d530_1.conda
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+  version: 3.20.2
   manager: conda
   platform: osx-arm64
   dependencies:
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.20.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.20.2-pyhd8ed1ab_0.conda
   hash:
-    md5: 74a4befb4b38897e19a107693e49da20
-    sha256: 30762bd25b6fc8714d5520a223ccf20ad4a6792dc439c54b59bf44b60bf51e72
+    md5: 4daaed111c05672ae669f7036ee5bba3
+    sha256: 1e84fcfa41e0afdd87ff41e6fbb719c96a0e098c1f79be342293ab0bd8dea322
   category: main
   optional: false
 - name: zlib
@@ -44362,56 +44012,56 @@ package:
   category: main
   optional: false
 - name: zlib-ng
-  version: 2.2.1
+  version: 2.2.2
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.2.1-he02047a_0.conda
+    libgcc: '>=13'
+    libstdcxx: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.2.2-h5888daf_0.conda
   hash:
-    md5: 8fd1654184917db2cb74fc84cb4fff79
-    sha256: f555ee579fc1cd5ccf1ef760970c4bc34db8783d3ba5c42c9d50541c924c5b66
+    md5: 135fd3c66bccad3d2254f50f9809e86a
+    sha256: 9288b88a2448a6ef9824ff4a9f9384f45f6444b009b9fa3e5f335d0c52e86e4b
   category: main
   optional: false
 - name: zlib-ng
-  version: 2.2.1
+  version: 2.2.2
   manager: conda
   platform: linux-aarch64
   dependencies:
-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-aarch64/zlib-ng-2.2.1-h0a1ffab_0.conda
+    libgcc: '>=13'
+    libstdcxx: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-aarch64/zlib-ng-2.2.2-h5ad3122_0.conda
   hash:
-    md5: 3c8f9345634e27af3b83899fb93b51fb
-    sha256: ac0df5246eb07847a22963942887ff45dc0073f73a1b9c8ace973660116c952d
+    md5: 03a21512ec6191edfc728a7cf1122f2b
+    sha256: 7dc1ad302a9cb4cb5a1e13d285129534f343f5379f7313a8c07e3ec40d60cef2
   category: main
   optional: false
 - name: zlib-ng
-  version: 2.2.1
+  version: 2.2.2
   manager: conda
   platform: osx-64
   dependencies:
     __osx: '>=10.13'
-    libcxx: '>=16'
-  url: https://conda.anaconda.org/conda-forge/osx-64/zlib-ng-2.2.1-hf036a51_0.conda
+    libcxx: '>=17'
+  url: https://conda.anaconda.org/conda-forge/osx-64/zlib-ng-2.2.2-hac325c4_0.conda
   hash:
-    md5: f3fc1f57c309c1c6836fe90584d3ac6f
-    sha256: 0c4c8a95532c9db56c3f08d0ad50b622e25898d833b286272bc1f9a557e44492
+    md5: 7bf4702f5d8f9c75e4892c34e61c2f49
+    sha256: 6720165ad8062aa37936ec873adb6c73d85e2c4690c7ae9954a8d06b25d33791
   category: main
   optional: false
 - name: zlib-ng
-  version: 2.2.1
+  version: 2.2.2
   manager: conda
   platform: osx-arm64
   dependencies:
     __osx: '>=11.0'
-    libcxx: '>=16'
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/zlib-ng-2.2.1-h00cdb27_0.conda
+    libcxx: '>=17'
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zlib-ng-2.2.2-hf9b8971_0.conda
   hash:
-    md5: 2cd592101665c8cec43a35b069740c2b
-    sha256: f6092fbcc88dc46ae0781f41dc8901c84dd8974ba0efdb39f1c31654078c621a
+    md5: 652e10e21567dbd1dd6662faf85e3220
+    sha256: 5fb88d017d9e35f7c155db180824f265b92538ce8d95fc58d1ec983698e2c52b
   category: main
   optional: false
 - name: zstd
diff --git a/pangeo-notebook/environment.yml b/pangeo-notebook/environment.yml
index 14265ae0..fb230a35 100644
--- a/pangeo-notebook/environment.yml
+++ b/pangeo-notebook/environment.yml
@@ -86,6 +86,7 @@ dependencies:
  - pyarrow
  - pycamhd
  - pydap
+ - pyopenssl<23.2
  - pystac
  - pystac-client
  - python-blosc
diff --git a/pangeo-notebook/packages.txt b/pangeo-notebook/packages.txt
index 33d9c051..b6f132c9 100644
--- a/pangeo-notebook/packages.txt
+++ b/pangeo-notebook/packages.txt
@@ -3,18 +3,17 @@
 _libgcc_mutex==0.1
 _openmp_mutex==4.5
 _py-xgboost-mutex==2.0
-_sysroot_linux-64_curr_repodata_hack==3
 adal==1.2.7
 adlfs==2024.7.0
 affine==2.4.0
-aiobotocore==2.14.0
-aiohappyeyeballs==2.4.0
-aiohttp==3.10.5
-aioitertools==0.11.0
+aiobotocore==2.15.1
+aiohappyeyeballs==2.4.2
+aiohttp==3.10.8
+aioitertools==0.12.0
 aiosignal==1.3.1
-alembic==1.13.2
+alembic==1.13.3
 annotated-types==0.7.0
-anyio==4.4.0
+anyio==4.6.0
 anywidget==0.9.13
 aom==3.9.1
 appdirs==1.4.4
@@ -23,8 +22,8 @@ argon2-cffi-bindings==21.2.0
 argopy==0.1.14
 arrow==1.3.0
 asciitree==0.3.3
-astropy==6.1.3
-astropy-iers-data==0.2024.9.2.0.33.23
+astropy==6.1.4
+astropy-iers-data==0.2024.9.30.0.32.59
 asttokens==2.4.1
 async-lru==2.0.4
 async_generator==1.10
@@ -44,30 +43,30 @@ aws-c-sdkutils==0.1.19
 aws-checksums==0.1.18
 aws-crt-cpp==0.28.2
 aws-sdk-cpp==1.11.379
-awscli==2.17.48
+awscli==2.17.61
 awscrt==0.21.2
-azure-core==1.30.2
+azure-core==1.31.0
 azure-core-cpp==1.13.0
 azure-datalake-store==0.0.51
 azure-identity==1.17.1
 azure-identity-cpp==1.8.0
-azure-storage-blob==12.22.0
+azure-storage-blob==12.23.1
 azure-storage-blobs-cpp==12.12.0
 azure-storage-common-cpp==12.7.0
 azure-storage-files-datalake-cpp==12.11.0
 babel==2.14.0
 beautifulsoup4==4.12.3
-binutils==2.40
-binutils_impl_linux-64==2.40
-binutils_linux-64==2.40
+binutils==2.43
+binutils_impl_linux-64==2.43
+binutils_linux-64==2.43
 black==24.8.0
 bleach==6.1.0
 blinker==1.8.2
 blosc==1.21.6
-bokeh==3.4.2
+bokeh==3.5.2
 boltons==24.0.0
-boto3==1.35.7
-botocore==1.35.7
+boto3==1.35.23
+botocore==1.35.23
 bottleneck==1.4.0
 bounded-pool-executor==0.0.3
 branca==0.7.2
@@ -84,16 +83,16 @@ cached-property==1.5.2
 cached_property==1.5.2
 cachetools==5.5.0
 cachey==0.2.1
-cads-api-client==1.3.2
+cads-api-client==1.4.3
 cairo==1.18.0
 cartopy==0.23.0
-cattrs==24.1.0
-cdsapi==0.7.2
+cattrs==24.1.2
+cdsapi==0.7.3
 certifi==2024.8.30
-certipy==0.1.3
-cf_xarray==0.9.4
+certipy==0.2.1
+cf_xarray==0.9.5
 cffi==1.17.1
-cfgrib==0.9.14.0
+cfgrib==0.9.14.1
 cfitsio==4.4.1
 cftime==1.6.4
 cgen==2020.1
@@ -109,28 +108,28 @@ colorama==0.4.6
 colorcet==3.1.0
 colorspacious==1.1.2
 comm==0.2.2
-configobj==5.0.8
+configobj==5.0.9
 contextily==1.6.2
 contourpy==1.3.0
 cryptography==40.0.1
 cuda-version==11.8
 cycler==0.12.1
 cytoolz==0.12.3
-dask==2024.8.2
-dask-core==2024.8.2
-dask-expr==1.1.13
+dask==2024.9.1
+dask-core==2024.9.1
+dask-expr==1.1.15
 dask-gateway==2024.1.0
-dask-geopandas==0.4.1
+dask-geopandas==0.4.2
 dask-glm==0.3.2
 dask-labextension==7.0.0
 dask-ml==2024.4.4
 datashader==0.16.3
 dav1d==1.2.1
-debugpy==1.8.5
+debugpy==1.8.6
 decorator==5.1.1
 defusedxml==0.7.1
 descartes==1.1.0
-distributed==2024.8.2
+distributed==2024.9.1
 distro==1.8.0
 dnspython==2.6.1
 docopt-ng==0.9.0
@@ -138,30 +137,30 @@ docrep==0.3.2
 docstring-to-markdown==0.15
 docutils==0.17.1
 donfig==0.8.1.post1
-duckdb-cli==1.1.0
+duckdb-cli==1.1.1
 earthaccess==0.10.0
-eccodes==2.37.0
+eccodes==2.38.0
 email-validator==2.2.0
 email_validator==2.2.0
 entrypoints==0.4
 eofs==1.4.1
-erddapy==2.2.0
+erddapy==2.2.3
 esmf==8.6.1
 esmpy==8.6.1
 exceptiongroup==1.2.2
 executing==2.1.0
 expat==2.6.3
-fastapi==0.113.0
+fastapi==0.115.0
 fastapi-cli==0.0.5
 fasteners==0.17.3
 fastjmd95==0.2.1
 fastprogress==1.0.3
 ffmpeg==7.0.2
-filelock==3.16.0
+filelock==3.16.1
 findlibs==0.0.5
 flexcache==0.3
 flexparser==0.3.1
-flox==9.11
+flox==0.9.12
 fmt==11.0.2
 folium==0.17.0
 font-ttf-dejavu-sans-mono==2.37
@@ -171,7 +170,7 @@ font-ttf-ubuntu==0.83
 fontconfig==2.14.2
 fonts-conda-ecosystem==1
 fonts-conda-forge==1
-fonttools==4.53.1
+fonttools==4.54.1
 fqdn==1.5.1
 freeglut==3.2.2
 freetype==2.12.1
@@ -192,13 +191,13 @@ geographiclib==2.0
 geopandas==1.0.1
 geopandas-base==1.0.1
 geopy==2.4.1
-geos==3.12.2
+geos==3.13.0
 geotiff==1.7.3
-geoviews-core==1.12.0
+geoviews-core==1.13.0
 gettext==0.22.5
 gettext-tools==0.22.5
 gflags==2.2.2
-gh==2.56.0
+gh==2.57.0
 gh-scoped-creds==4.1
 giflib==5.2.2
 git-lfs==3.5.1
@@ -206,9 +205,8 @@ gitdb==4.0.11
 gitpython==3.1.43
 glog==0.7.1
 gmp==6.3.0
-gnutls==3.8.7
-google-api-core==2.19.2
-google-auth==2.34.0
+google-api-core==2.20.0
+google-auth==2.35.0
 google-auth-oauthlib==1.2.1
 google-cloud-core==2.4.1
 google-cloud-storage==2.18.2
@@ -217,7 +215,7 @@ google-resumable-media==2.7.2
 googleapis-common-protos==1.65.0
 graphite2==1.3.13
 graphviz==12.0.0
-greenlet==3.1.0
+greenlet==3.1.1
 grpcio==1.62.2
 gsw==3.6.19
 gtk2==2.24.33
@@ -235,15 +233,15 @@ holoviews==1.19.1
 hpack==4.0.0
 httpcore==1.0.5
 httpx==0.27.2
-hvplot==0.10.0
+hvplot==0.11.0
 hyperframe==6.0.1
 icu==75.1
-idna==3.8
+idna==3.10
 imagecodecs==2024.6.1
 imageio==2.35.1
-importlib-metadata==8.4.0
+importlib-metadata==8.5.0
 importlib-resources==6.4.5
-importlib_metadata==8.4.0
+importlib_metadata==8.5.0
 importlib_resources==6.4.5
 iniconfig==2.0.0
 intake==2.0.7
@@ -268,7 +266,7 @@ jedi==0.19.1
 jinja2==3.1.4
 jmespath==1.0.1
 joblib==1.4.2
-json-c==0.17
+json-c==0.18
 json5==0.9.25
 jsonpickle==3.3.0
 jsonpointer==3.0.0
@@ -280,7 +278,7 @@ jupyter-panel-proxy==0.1.0
 jupyter-resource-usage==1.1.0
 jupyter-server-mathjax==0.2.6
 jupyter-server-proxy==4.4.0
-jupyter_client==8.6.2
+jupyter_client==8.6.3
 jupyter_core==5.7.2
 jupyter_events==0.10.0
 jupyter_leaflet==0.19.2
@@ -308,7 +306,7 @@ lame==3.100
 lazy-loader==0.4
 lazy_loader==0.4
 lcms2==2.16
-ld_impl_linux-64==2.40
+ld_impl_linux-64==2.43
 lerc==4.0.0
 libabseil==20240116.2
 libaec==1.1.3
@@ -327,11 +325,12 @@ libbrotlidec==1.1.0
 libbrotlienc==1.1.0
 libcblas==3.9.0
 libcrc32c==1.1.2
-libcurl==8.9.1
+libcurl==8.10.1
 libdeflate==1.21
 libdrm==2.4.123
-libduckdb==1.1.0
+libduckdb==1.1.1
 libedit==3.1.20191231
+libegl==1.7.0
 libev==4.33
 libevent==2.1.12
 libexpat==2.6.3
@@ -360,20 +359,22 @@ libgettextpo-devel==0.22.5
 libgfortran==14.1.0
 libgfortran-ng==14.1.0
 libgfortran5==14.1.0
-libgirepository==1.80.1
-libglib==2.80.3
+libgirepository==1.82.0
+libgl==1.7.0
+libglib==2.82.1
 libglu==9.0.0
+libglvnd==1.7.0
+libglx==1.7.0
 libgomp==14.1.0
-libgoogle-cloud==2.28.0
-libgoogle-cloud-storage==2.28.0
+libgoogle-cloud==2.29.0
+libgoogle-cloud-storage==2.29.0
 libgpg-error==1.50
 libgrpc==1.62.2
 libhwloc==2.11.1
 libhwy==1.1.0
 libiconv==1.17
-libidn2==2.3.7
 libjpeg-turbo==3.0.0
-libjxl==0.10.3
+libjxl==0.11.0
 libkml==1.3.0
 liblapack==3.9.0
 libllvm14==14.0.6
@@ -381,27 +382,27 @@ libnetcdf==4.9.2
 libnghttp2==1.58.0
 libnsl==2.0.1
 libopenblas==0.3.27
-libopenvino==2024.3.0
-libopenvino-auto-batch-plugin==2024.3.0
-libopenvino-auto-plugin==2024.3.0
-libopenvino-hetero-plugin==2024.3.0
-libopenvino-intel-cpu-plugin==2024.3.0
-libopenvino-intel-gpu-plugin==2024.3.0
-libopenvino-intel-npu-plugin==2024.3.0
-libopenvino-ir-frontend==2024.3.0
-libopenvino-onnx-frontend==2024.3.0
-libopenvino-paddle-frontend==2024.3.0
-libopenvino-pytorch-frontend==2024.3.0
-libopenvino-tensorflow-frontend==2024.3.0
-libopenvino-tensorflow-lite-frontend==2024.3.0
+libopenvino==2024.4.0
+libopenvino-auto-batch-plugin==2024.4.0
+libopenvino-auto-plugin==2024.4.0
+libopenvino-hetero-plugin==2024.4.0
+libopenvino-intel-cpu-plugin==2024.4.0
+libopenvino-intel-gpu-plugin==2024.4.0
+libopenvino-intel-npu-plugin==2024.4.0
+libopenvino-ir-frontend==2024.4.0
+libopenvino-onnx-frontend==2024.4.0
+libopenvino-paddle-frontend==2024.4.0
+libopenvino-pytorch-frontend==2024.4.0
+libopenvino-tensorflow-frontend==2024.4.0
+libopenvino-tensorflow-lite-frontend==2024.4.0
 libopus==1.3.1
 libparquet==17.0.0
 libpciaccess==0.18
-libpng==1.6.43
+libpng==1.6.44
 libpq==16.4
 libprotobuf==4.25.3
 libre2-11==2023.09.01
-librsvg==2.58.3
+librsvg==2.58.4
 librttopo==1.1.0
 libsanitizer==13.3.0
 libsecret==0.18.8
@@ -411,21 +412,19 @@ libsqlite==3.46.1
 libssh2==1.11.0
 libstdcxx==14.1.0
 libstdcxx-ng==14.1.0
-libtasn1==4.19.0
 libthrift==0.20.0
-libtiff==4.6.0
-libunistring==0.9.10
+libtiff==4.7.0
 libutf8proc==2.8.0
 libuuid==2.38.1
 libva==2.22.0
 libvpx==1.14.1
 libwebp-base==1.4.0
-libxcb==1.16
+libxcb==1.17.0
 libxcrypt==4.4.36
 libxgboost==2.1.1
 libxml2==2.12.7
 libxslt==1.1.39
-libzip==1.10.1
+libzip==1.11.1
 libzlib==1.3.1
 libzopfli==1.0.3
 line_profiler==4.1.3
@@ -439,7 +438,7 @@ lz4==4.3.3
 lz4-c==1.9.4
 lzo==2.10
 mako==1.3.5
-mapclassify==2.8.0
+mapclassify==2.8.1
 markdown==3.6
 markdown-it-py==3.0.0
 markupsafe==2.1.5
@@ -470,19 +469,18 @@ nbformat==5.10.4
 nbgitpuller==1.2.1
 nbstripout==0.7.1
 nc-time-axis==1.4.1
-nccl==2.22.3.1
+nccl==2.23.4.1
 ncurses==6.5
 nest-asyncio==1.6.0
 netcdf-fortran==4.6.1
 netcdf4==1.7.1
-nettle==3.9.1
 networkx==3.3
 notebook==7.2.2
 notebook-shim==0.2.4
 nspr==4.35
-nss==3.104
+nss==3.105
 numba==0.60.0
-numbagg==0.8.1
+numbagg==0.8.2
 numcodecs==0.13.0
 numpy==1.26.4
 numpy_groupies==0.11.2
@@ -495,15 +493,14 @@ openjpeg==2.5.2
 openssl==3.3.2
 orc==2.0.2
 overrides==7.7.0
-p11-kit==0.24.1
 packaging==24.1
 palettable==3.3.3
 pamela==1.2.0
-pandas==2.2.2
+pandas==2.2.3
 pandocfilters==1.5.0
-panel==1.4.5
-pangeo-dask==2024.08.31
-pangeo-notebook==2024.09.01
+panel==1.5.1
+pangeo-dask==2024.09.30
+pangeo-notebook==2024.09.30
 pango==1.54.0
 param==2.1.1
 parcels==3.0.5
@@ -521,7 +518,7 @@ pip==24.2
 pixman==0.43.2
 pkgutil-resolve-name==1.3.10
 planetary-computer==1.0.0
-platformdirs==4.3.2
+platformdirs==4.3.6
 pluggy==1.5.0
 pooch==1.8.2
 pop-tools==2023.6.0
@@ -530,8 +527,8 @@ poppler-data==0.4.12
 portalocker==2.10.1
 postgresql==16.4
 pqdm==0.2.0
-proj==9.4.1
-prometheus_client==0.20.0
+proj==9.5.0
+prometheus_client==0.21.0
 prompt-toolkit==3.0.38
 prompt_toolkit==3.0.38
 properscoring==0.1
@@ -553,12 +550,12 @@ pycairo==1.27.0
 pycamhd==0.7.0
 pycparser==2.22
 pyct==0.5.0
-pydantic==2.9.1
-pydantic-core==2.23.3
+pydantic==2.9.2
+pydantic-core==2.23.4
 pydap==3.5
 pyerfa==2.0.1.4
 pygments==2.18.0
-pygobject==3.48.2
+pygobject==3.50.0
 pyjwt==2.9.0
 pykdtree==1.3.13
 pymbolic==2022.2
@@ -570,14 +567,14 @@ pyproj==3.6.1
 pyresample==1.30.0
 pyshp==2.3.1
 pysocks==1.7.1
-pyspectral==0.13.4
+pyspectral==0.13.5
 pystac==1.10.1
 pystac-client==0.8.3
 pytest==8.3.3
-python==3.12.5
+python==3.12.6
 python-blosc==1.11.2
-python-cmr==0.11.0
-python-dateutil==2.8.2
+python-cmr==0.13.0
+python-dateutil==2.9.0
 python-dotenv==1.0.1
 python-duckdb==1.0.0
 python-eccodes==2.37.0
@@ -590,19 +587,19 @@ python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
 python-lsp-ruff==2.2.2
 python-lsp-server-base==1.12.0
-python-multipart==0.0.9
-python-tzdata==2024.1
+python-multipart==0.0.12
+python-tzdata==2024.2
 python-xxhash==3.5.0
 python_abi==3.12
 pytools==2024.1.14
-pytz==2024.2
+pytz==2024.1
 pyu2f==0.1.5
 pyviz_comms==3.0.3
 pywavelets==1.7.0
 pyyaml==6.0.2
 pyzmq==26.2.0
 qhull==2020.2
-rasterio==1.3.11
+rasterio==1.4.0
 rav1e==0.6.6
 re2==2023.09.01
 readline==8.2
@@ -612,25 +609,26 @@ requests==2.32.3
 requests-oauthlib==2.0.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
-rich==13.7.1
+rich==13.8.1
 rio-cogeo==5.3.4
 rioxarray==0.17.0
+roaring-landmask==0.9.1
 rpds-py==0.20.0
 rsa==4.9
 ruamel.yaml==0.17.17
-ruamel.yaml.clib==0.2.7
-ruff==0.6.4
+ruamel.yaml.clib==0.2.8
+ruff==0.6.8
 s2n==1.5.1
 s3fs==2024.9.0
 s3transfer==0.10.2
 satpy==0.51.0
 scikit-image==0.24.0
-scikit-learn==1.5.1
+scikit-learn==1.5.2
 scipy==1.14.1
 seaborn==0.13.2
 seaborn-base==0.13.2
 send2trash==1.8.3
-setuptools==73.0.1
+setuptools==75.1.0
 shapely==2.0.6
 shellingham==1.5.4
 simpervisor==1.0.0
@@ -645,22 +643,22 @@ sortedcontainers==2.4.0
 soupsieve==2.5
 sparse==0.15.4
 spdlog==1.14.1
-sqlalchemy==2.0.34
+sqlalchemy==2.0.35
 sqlite==3.46.1
 stack_data==0.6.2
 stackstac==0.5.1
-starlette==0.38.5
-statsmodels==0.14.2
+starlette==0.38.6
+statsmodels==0.14.3
 svt-av1==2.2.1
 sysroot_linux-64==2.17
 tbb==2021.13.0
 tblib==3.0.0
 terminado==0.18.1
 threadpoolctl==3.5.0
-tifffile==2024.8.30
-tiledb==2.25.0
-tiledb-py==0.31.1
-timezonefinder==6.5.2
+tifffile==2024.9.20
+tiledb==2.26.0
+tiledb-py==0.32.0
+timezonefinder==6.5.3
 tinycss2==1.3.0
 tinynetrc==1.3.1
 tk==8.6.13
@@ -671,7 +669,7 @@ tornado==6.4.1
 tqdm==4.66.5
 traitlets==5.14.3
 traittypes==0.2.1
-trajan==0.3.2
+trajan==0.6.3
 trollimage==1.25.0
 trollsift==0.5.1
 typer==0.12.5
@@ -688,9 +686,9 @@ ujson==5.10.0
 uri-template==1.3.0
 uriparser==0.9.8
 urllib3==1.26.19
-uvicorn==0.30.6
+uvicorn==0.31.0
 watchfiles==0.24.0
-watermark==2.4.3
+watermark==2.5.0
 wayland==1.23.1
 wayland-protocols==1.37
 wcwidth==0.2.13
@@ -703,13 +701,13 @@ widgetsnbextension==4.0.13
 wrapt==1.16.0
 x264==1!164.3095
 x265==3.5
-xarray==2024.7.0
+xarray==2024.9.0
 xarray-datatree==0.0.14
 xarray-spatial==0.4.0
 xarray_leaflet==0.2.3
 xarrayutils==2.0.1
-xbatcher==0.3.0
-xclim==0.52.0
+xbatcher==0.4.0
+xclim==0.52.2
 xerces-c==3.2.5
 xesmf==0.8.7
 xgboost==2.1.1
@@ -717,21 +715,17 @@ xgcm==0.8.1
 xhistogram==0.3.2
 xmip==0.7.2
 xmitgcm==0.5.2
-xorg-fixesproto==5.0
-xorg-inputproto==2.3.2
-xorg-kbproto==1.0.7
 xorg-libice==1.1.1
 xorg-libsm==1.2.4
-xorg-libx11==1.8.9
+xorg-libx11==1.8.10
 xorg-libxau==1.0.11
 xorg-libxdmcp==1.1.3
-xorg-libxext==1.3.4
-xorg-libxfixes==5.0.3
+xorg-libxext==1.3.6
+xorg-libxfixes==6.0.0
 xorg-libxi==1.7.10
 xorg-libxrender==0.9.11
-xorg-renderproto==0.11.1
 xorg-xextproto==7.3.0
-xorg-xproto==7.0.31
+xorg-xorgproto==2024.1
 xpublish==0.3.3
 xrft==1.0.1
 xskillscore==0.0.26
@@ -741,12 +735,12 @@ xyzservices==2024.9.0
 xz==5.2.6
 yamale==5.2.1
 yaml==0.2.5
-yarl==1.11.1
+yarl==1.13.1
 zarr==2.18.3
 zeromq==4.3.5
 zfp==1.0.1
 zict==3.0.0
-zipp==3.20.1
+zipp==3.20.2
 zlib==1.3.1
-zlib-ng==2.2.1
+zlib-ng==2.2.2
 zstd==1.5.6
diff --git a/pytorch-notebook/conda-linux-64.lock b/pytorch-notebook/conda-linux-64.lock
index 34620ebe..9f7ef206 100644
--- a/pytorch-notebook/conda-linux-64.lock
+++ b/pytorch-notebook/conda-linux-64.lock
@@ -1,41 +1,50 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 8c33fcc109f5d2b1ca593d2748364d2d13a4cb883fed85afe622a789c582fafb
+# input_hash: 118e1b123a670feeb7f6b959d0e490a93357dffe33e88ea9c25b8e86b09fef2c
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+https://conda.anaconda.org/conda-forge/linux-64/xorg-xextproto-7.3.0-hb9d3cd8_1004.conda#bc4cd53a083b6720d61a1519a1900878
+https://conda.anaconda.org/conda-forge/linux-64/xorg-xorgproto-2024.1-hb9d3cd8_1.conda#7c21106b851ec72c037b162c216d8f05
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@@ -45,9 +54,10 @@ https://conda.anaconda.org/conda-forge/linux-64/cuda-nvtx-12.6.68-h5888daf_0.con
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+https://conda.anaconda.org/conda-forge/linux-64/gflags-2.2.2-h5888daf_1005.conda#d411fc29e338efb48c5fd4576d71d881
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-https://conda.anaconda.org/conda-forge/linux-64/libduckdb-1.1.0-h1b44611_0.conda#7871171c8dee7ac183c012ee06058181
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+https://conda.anaconda.org/conda-forge/linux-64/libarrow-substrait-17.0.0-hf54134d_14_cpu.conda#aceb64084d1e5124aa9fad22de48ccf7
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+https://conda.anaconda.org/conda-forge/noarch/xarray_leaflet-0.2.3-pyhd8ed1ab_0.conda#14ac9ee6946c1e1bf0489235066151a0
+https://conda.anaconda.org/conda-forge/noarch/dask-expr-1.1.15-pyhd8ed1ab_0.conda#865cd3fdeffd42a9682f3bb992e828e8
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-https://conda.anaconda.org/conda-forge/noarch/rio-cogeo-5.3.4-pyhd8ed1ab_0.conda#7e192c17d517f09568ec4b6b6c2ed752
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-https://conda.anaconda.org/conda-forge/noarch/dask-2024.8.2-pyhd8ed1ab_0.conda#3adbad9b363bd0163ef2ac59f095cc13
+https://conda.anaconda.org/conda-forge/noarch/dask-2024.9.1-pyhd8ed1ab_0.conda#f4a81fe958755b2db083566a6a2da06f
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@@ -788,21 +794,21 @@ https://conda.anaconda.org/conda-forge/noarch/intake-esm-2023.11.10-pyhd8ed1ab_0
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-https://conda.anaconda.org/conda-forge/noarch/pyspectral-0.13.4-pyhd8ed1ab_0.conda#05347b32ac126c18b87e7d89d68f6371
+https://conda.anaconda.org/conda-forge/noarch/pyspectral-0.13.5-pyhd8ed1ab_0.conda#fb231e26b0d64d3bf989a3cc96c3c7d8
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-https://conda.anaconda.org/conda-forge/noarch/xbatcher-0.3.0-pyhd8ed1ab_0.conda#14aa97411b796937db2ba62ec5c95472
-https://conda.anaconda.org/conda-forge/noarch/xclim-0.52.0-pyhd8ed1ab_0.conda#7e3c15684b376875f80f6560a1b82d4e
+https://conda.anaconda.org/conda-forge/noarch/xbatcher-0.4.0-pyhd8ed1ab_0.conda#a54958e8beb0486b933da5a500c969c7
+https://conda.anaconda.org/conda-forge/noarch/xclim-0.52.2-pyhd8ed1ab_0.conda#7da44dfeea29fe1cd32e2db01ae68f3f
 https://conda.anaconda.org/conda-forge/noarch/xgcm-0.8.1-pyhd8ed1ab_0.conda#3b4400fe7f2e6c6a969d511b39c9f2ea
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+https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.09.30-hd8ed1ab_0.conda#72af7eda54a43ab65e5e9d336ed48b92
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-https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.09.01-hd8ed1ab_0.conda#5f9dac028af1490cf146ce300dba20ed
-https://conda.anaconda.org/conda-forge/noarch/fastapi-0.113.0-pyhd8ed1ab_0.conda#b1b79990bf7eb9bce0c47da0688faa98
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diff --git a/pytorch-notebook/conda-lock.yml b/pytorch-notebook/conda-lock.yml
index f93df149..19f4dd8e 100644
--- a/pytorch-notebook/conda-lock.yml
+++ b/pytorch-notebook/conda-lock.yml
@@ -13,7 +13,7 @@
 version: 1
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+    linux-64: 118e1b123a670feeb7f6b959d0e490a93357dffe33e88ea9c25b8e86b09fef2c
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@@ -59,17 +59,6 @@ package:
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-- name: _sysroot_linux-64_curr_repodata_hack
-  version: '3'
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-  platform: linux-64
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-  url: https://conda.anaconda.org/conda-forge/noarch/_sysroot_linux-64_curr_repodata_hack-3-h69a702a_16.conda
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+- name: aenum
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+  manager: conda
+  platform: linux-64
+  dependencies:
+    python: '>=3.6'
+  url: https://conda.anaconda.org/conda-forge/noarch/aenum-3.1.15-pyhd8ed1ab_0.conda
+  hash:
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@@ -117,35 +118,35 @@ package:
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+  version: 2.15.1
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+    botocore: '>=1.35.16,<1.35.24'
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     wrapt: '>=1.10.10,<2.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.14.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/aiobotocore-2.15.1-pyhd8ed1ab_0.conda
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-  version: 2.4.0
+  version: 2.4.2
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-  url: https://conda.anaconda.org/conda-forge/noarch/aiohappyeyeballs-2.4.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/aiohappyeyeballs-2.4.2-pyhd8ed1ab_0.conda
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+    md5: 9a18fffdcfc7a5c0ec7aa7c5f680df5e
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 - name: aiohttp
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+  version: 3.10.8
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     attrs: '>=17.3.0'
     frozenlist: '>=1.1.1'
-    libgcc-ng: '>=12'
+    libgcc: '>=13'
     multidict: '>=4.5,<7.0'
     python: '>=3.12,<3.13.0a0'
     python_abi: 3.12.*
-    yarl: '>=1.0,<2.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/aiohttp-3.10.5-py312h41a817b_0.conda
+    yarl: '>=1.12.0,<2.0'
+  url: https://conda.anaconda.org/conda-forge/linux-64/aiohttp-3.10.8-py312h66e93f0_0.conda
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+    md5: c647e9aea172bbff2f976a11af497fed
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   category: main
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 - name: aioitertools
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+  version: 0.12.0
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     typing_extensions: '>=4.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/aioitertools-0.11.0-pyhd8ed1ab_0.tar.bz2
+  url: https://conda.anaconda.org/conda-forge/noarch/aioitertools-0.12.0-pyhd8ed1ab_0.conda
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@@ -192,7 +193,7 @@ package:
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 - name: alembic
-  version: 1.13.2
+  version: 1.13.3
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@@ -202,10 +203,10 @@ package:
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     typing-extensions: '>=4'
-  url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.13.2-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/alembic-1.13.3-pyhd8ed1ab_0.conda
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+    md5: c81dc0d6ce99cf5c46e8b27dc37b5a75
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@@ -234,19 +235,19 @@ package:
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+  version: 4.6.0
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     idna: '>=2.8'
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-  url: https://conda.anaconda.org/conda-forge/noarch/anyio-4.4.0-pyhd8ed1ab_0.conda
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   category: main
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+  url: https://conda.anaconda.org/conda-forge/noarch/argcomplete-3.5.0-pyhd8ed1ab_0.conda
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     pyyaml: '>=3.13'
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+  url: https://conda.anaconda.org/conda-forge/noarch/astropy-iers-data-0.2024.9.30.0.32.59-pyhd8ed1ab_0.conda
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     python_abi: 3.12.*
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     python_abi: 3.12.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/black-24.8.0-py312h7900ff3_0.conda
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     python_abi: 3.12.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/greenlet-3.1.0-py312h2ec8cdc_1.conda
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+    libgcc: '>=13'
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     python_abi: 3.12.*
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+  url: https://conda.anaconda.org/conda-forge/linux-64/gsw-3.6.19-py312hc0a28a1_1.conda
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   category: main
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-  url: https://conda.anaconda.org/conda-forge/noarch/kernel-headers_linux-64-3.10.0-h4a8ded7_16.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.9.0-23_linux64_openblas.conda
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 - name: libcurl
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+  version: 8.10.1
   manager: conda
   platform: linux-64
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+  url: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.10.1-hbbe4b11_0.conda
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+  version: 1.1.1
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   category: main
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   url: https://conda.anaconda.org/conda-forge/linux-64/libgd-2.3.3-hd3e95f3_10.conda
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+  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-core-3.9.2-hceee5e3_5.conda
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     libstdcxx: '>=13'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-fits-3.9.2-h2db6552_1.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-grib-3.9.2-hc3b29a1_1.conda
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     libstdcxx: '>=13'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-hdf4-3.9.2-hd5ecb85_1.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-hdf5-3.9.2-h6283f77_1.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-jp2openjpeg-3.9.2-h1b2c38e_1.conda
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     libstdcxx: '>=13'
-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-kea-3.9.2-h1df15e4_1.conda
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     poppler: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-pdf-3.9.2-h600f43f_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-pdf-3.9.2-h600f43f_5.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-pg-3.9.2-h151b34b_1.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-postgisraster-3.9.2-h151b34b_1.conda
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+    tiledb: '>=2.26.0,<2.27.0a0'
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libgdal-xls-3.9.2-h03c987c_1.conda
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+  version: 1.82.0
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     libcurl: ''
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+  version: 0.11.0
   manager: conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.9.0-23_linux64_openblas.conda
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-    libzlib: '>=1.2.13,<2.0.0a0'
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-  url: https://conda.anaconda.org/conda-forge/linux-64/libzip-1.10.1-h2629f0a_3.conda
+    libgcc: '>=13'
+    libzlib: '>=1.3.1,<2.0a0'
+    openssl: '>=3.3.2,<4.0a0'
+  url: https://conda.anaconda.org/conda-forge/linux-64/libzip-1.11.1-hf83b1b0_0.conda
   hash:
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-    sha256: 84e93f189072dcfcbe77744f19c7e4171523fbecfaba7352e5a23bbe014574c7
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   category: main
   optional: false
 - name: libzlib
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     sha256: ff94f30b2e86cbad6296cf3e5804d442d9e881f7ba8080d92170981662528c6e
   category: main
   optional: false
+- name: lightly
+  version: 1.5.13
+  manager: conda
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+    certifi: '>=14.05.14'
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+    lightly-utils: '>=0.0.0,<0.1.dev0'
+    numpy: '>=1.18.1'
+    pydantic: '>=1.10.5'
+    python: '>=3.6'
+    python-dateutil: '>=2.5.3'
+    pytorch: ''
+    pytorch-lightning: '>=1.0.4'
+    requests: '>=2.23.0'
+    six: '>=1.10'
+    torchvision: ''
+    tqdm: '>=4.44'
+    urllib3: '>=1.25.3'
+  url: https://conda.anaconda.org/conda-forge/noarch/lightly-1.5.13-pyhd8ed1ab_0.conda
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+    sha256: f6f08ab9ee774bc5818cda88468e685bb5068cebc8fcbf8c28f7aecfc6ac301e
+  category: main
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+  version: 0.0.2
+  manager: conda
+  platform: linux-64
+  dependencies:
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+    pillow: ''
+    python: '>=3.6'
+  url: https://conda.anaconda.org/conda-forge/noarch/lightly-utils-0.0.2-pyhd8ed1ab_0.conda
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+    sha256: 57111d1c185884c4fc2e05d0839631441d9979cb33aff01c324d0b572730dbac
+  category: main
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+  manager: conda
+  platform: linux-64
+  dependencies:
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+    lightning-utilities: <2.0,>=0.10.0
+    packaging: <25.0,>=20.0
+    python: '>=3.9'
+    pytorch: <4.0,>=2.1.0
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+    pyyaml: <8.0,>=5.4
+    torchmetrics: <3.0,>=0.7.0
+    tqdm: <6.0,>=4.57.0
+    typing-extensions: <6.0,>=4.4.0
+  url: https://conda.anaconda.org/conda-forge/noarch/lightning-2.4.0-pyhd8ed1ab_0.conda
+  hash:
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+    sha256: 6f18380462e5f11cee138ebb6906ef1f892e61d16df3b9c8cdcf725457f71bff
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+  optional: false
 - name: lightning-utilities
   version: 0.11.7
   manager: conda
@@ -7400,7 +7560,7 @@ package:
   category: main
   optional: false
 - name: mapclassify
-  version: 2.8.0
+  version: 2.8.1
   manager: conda
   platform: linux-64
   dependencies:
@@ -7410,10 +7570,10 @@ package:
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     scikit-learn: '>=1.0'
     scipy: '>=1.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/mapclassify-2.8.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/mapclassify-2.8.1-pyhd8ed1ab_0.conda
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   category: main
   optional: false
 - name: markdown
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     kiwisolver: '>=1.3.1'
-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
+    libgcc: '>=13'
+    libstdcxx: '>=13'
     numpy: '>=1.23'
     packaging: '>=20.0'
     pillow: '>=8'
@@ -7480,10 +7640,10 @@ package:
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     qhull: '>=2020.2,<2020.3.0a0'
     tk: '>=8.6.13,<8.7.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-base-3.9.2-py312h854627b_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-base-3.9.2-py312hd3ec401_1.conda
   hash:
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-    sha256: ae075b97ce43439a7a914bf478564927a3dfe00724fb69555947cc3bae737a11
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   category: main
   optional: false
 - name: matplotlib-inline
@@ -7958,18 +8118,18 @@ package:
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   optional: false
 - name: nccl
-  version: 2.22.3.1
+  version: 2.23.4.1
   manager: conda
   platform: linux-64
   dependencies:
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     cuda-version: '>=12.0,<13.0a0'
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-    libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/nccl-2.22.3.1-hbc370b7_1.conda
+    libgcc: '>=12'
+    libstdcxx: '>=12'
+  url: https://conda.anaconda.org/conda-forge/linux-64/nccl-2.23.4.1-h52f6c39_0.conda
   hash:
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-    sha256: 3a9656272cbe6f74973be4c5a610a731c2be0baaa7769544be996e147c3de36b
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   category: main
   optional: false
 - name: ncurses
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   category: main
   optional: false
-- name: nettle
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-  url: https://conda.anaconda.org/conda-forge/linux-64/nettle-3.9.1-h7ab15ed_0.conda
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 - name: networkx
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   manager: conda
@@ -8104,20 +8252,20 @@ package:
   category: main
   optional: false
 - name: nss
-  version: '3.104'
+  version: '3.105'
   manager: conda
   platform: linux-64
   dependencies:
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     libgcc: '>=13'
-    libsqlite: '>=3.46.0,<4.0a0'
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     libstdcxx: '>=13'
     libzlib: '>=1.3.1,<2.0a0'
     nspr: '>=4.35,<5.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/nss-3.104-hd34e28f_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/nss-3.105-hd34e28f_0.conda
   hash:
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   category: main
   optional: false
 - name: numba
@@ -8139,17 +8287,17 @@ package:
   category: main
   optional: false
 - name: numbagg
-  version: 0.8.1
+  version: 0.8.2
   manager: conda
   platform: linux-64
   dependencies:
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     numpy: ''
     python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/numbagg-0.8.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/numbagg-0.8.2-pyhd8ed1ab_0.conda
   hash:
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   category: main
   optional: false
 - name: numcodecs
@@ -8303,7 +8451,7 @@ package:
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     libpng: '>=1.6.43,<1.7.0a0'
     libstdcxx-ng: '>=12'
-    libtiff: '>=4.6.0,<4.7.0a0'
+    libtiff: '>=4.6.0,<4.8.0a0'
     libzlib: '>=1.2.13,<2.0.0a0'
   url: https://conda.anaconda.org/conda-forge/linux-64/openjpeg-2.5.2-h488ebb8_0.conda
   hash:
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   category: main
   optional: false
-- name: p11-kit
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-  manager: conda
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-    libgcc-ng: '>=12'
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   manager: conda
@@ -8409,22 +8543,23 @@ package:
   category: main
   optional: false
 - name: pandas
-  version: 2.2.2
+  version: 2.2.3
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
-    numpy: '>=1.19,<3'
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+    libstdcxx: '>=13'
+    numpy: '>=1.22.4'
     python: '>=3.12,<3.13.0a0'
     python-dateutil: '>=2.8.1'
     python-tzdata: '>=2022a'
     python_abi: 3.12.*
-    pytz: '>=2020.1'
-  url: https://conda.anaconda.org/conda-forge/linux-64/pandas-2.2.2-py312h1d6d2e6_1.conda
+    pytz: '>=2020.1,<2024.2'
+  url: https://conda.anaconda.org/conda-forge/linux-64/pandas-2.2.3-py312hf9745cd_1.conda
   hash:
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-    sha256: 80fd53b68aa89b929d03874b99621ec8cc6a12629bd8bfbdca87a95f8852af96
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   category: main
   optional: false
 - name: pandocfilters
@@ -8440,45 +8575,46 @@ package:
   category: main
   optional: false
 - name: panel
-  version: 1.4.5
+  version: 1.5.1
   manager: conda
   platform: linux-64
   dependencies:
     bleach: ''
-    bokeh: '>=3.4.0,<3.5'
+    bokeh: '>=3.5.0,<3.7.0'
     linkify-it-py: ''
     markdown: ''
     markdown-it-py: ''
     mdit-py-plugins: ''
     packaging: ''
-    param: '>=2.1.0,<3'
-    python: '>=3.9'
-    pyviz_comms: '>=0.7.4'
+    pandas: '>=1.2'
+    param: '>=2.1.0,<3.0'
+    python: '>=3.10'
+    pyviz_comms: '>=2.0.0'
     requests: ''
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+    tqdm: ''
     typing_extensions: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/panel-1.4.5-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/panel-1.5.1-pyhd8ed1ab_0.conda
   hash:
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   category: main
   optional: false
 - name: pangeo-dask
-  version: 2024.08.31
+  version: 2024.09.30
   manager: conda
   platform: linux-64
   dependencies:
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+    dask: 2024.9.1.*
     dask-gateway: 2024.1.0.*
-    distributed: 2024.8.2.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.08.31-hd8ed1ab_0.conda
+    distributed: 2024.9.1.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-dask-2024.09.30-hd8ed1ab_0.conda
   hash:
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   category: main
   optional: false
 - name: pangeo-notebook
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+  version: 2024.09.30
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   dependencies:
@@ -8488,11 +8624,11 @@ package:
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     jupyterlab: 4.2.5.*
     nbgitpuller: 1.2.1.*
-    pangeo-dask: 2024.8.31.*
-  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.09.01-hd8ed1ab_0.conda
+    pangeo-dask: 2024.9.30.*
+  url: https://conda.anaconda.org/conda-forge/noarch/pangeo-notebook-2024.09.30-hd8ed1ab_0.conda
   hash:
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   category: main
   optional: false
 - name: pango
@@ -8653,22 +8789,23 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
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     freetype: '>=2.12.1,<3.0a0'
     lcms2: '>=2.16,<3.0a0'
-    libgcc-ng: '>=12'
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     tk: '>=8.6.13,<8.7.0a0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/pillow-10.4.0-py312h287a98d_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/pillow-10.4.0-py312h56024de_1.conda
   hash:
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 - name: pint
@@ -8763,15 +8900,15 @@ package:
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 - name: platformdirs
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+  version: 4.3.6
   manager: conda
   platform: linux-64
   dependencies:
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-  url: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.3.2-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.3.6-pyhd8ed1ab_0.conda
   hash:
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@@ -8837,7 +8974,7 @@ package:
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     libstdcxx-ng: '>=13'
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@@ -8884,14 +9021,14 @@ package:
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     libzlib: '>=1.3.1,<2.0a0'
-    openssl: '>=3.3.1,<4.0a0'
+    openssl: '>=3.3.2,<4.0a0'
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     tzcode: ''
     tzdata: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/postgresql-16.4-hb2eb5c0_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/postgresql-16.4-hb2eb5c0_2.conda
   hash:
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@@ -8927,33 +9064,33 @@ package:
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+  version: 9.5.0
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   category: main
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+  version: 0.2.8
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     python_abi: 3.12.*
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+  version: 1.5.2
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-  url: https://conda.anaconda.org/conda-forge/linux-64/scikit-learn-1.5.1-py312h7a48858_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/scikit-learn-1.5.2-py312h7a48858_1.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/sqlalchemy-2.0.34-py312h66e93f0_0.conda
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     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/sympy-1.13.2-pypyh2585a3b_103.conda
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     setuptools: ''
-  url: https://conda.anaconda.org/conda-forge/noarch/torchmetrics-1.4.0.post0-pyhd8ed1ab_0.conda
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 - name: torchvision
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   optional: false
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+  version: 0.6.3
   manager: conda
   platform: linux-64
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     cartopy: '>=0.21'
     cf_xarray: '>=0.8'
     click: '>=8'
     matplotlib-base: '>=3.5'
     netcdf4: '>=1.6'
     numpy: '>=1.23'
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     python: '>=3.8'
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     xarray: '>=2022.6.0'
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   category: main
   optional: false
+- name: typeshed-client
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+    python: '>=3.7'
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+  version: 0.31.0
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     python_abi: 3.12.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/uvicorn-0.30.6-py312h7900ff3_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/uvicorn-0.31.0-py312h7900ff3_0.conda
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   optional: false
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+  version: 2.5.0
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     python: '>=3.7'
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   category: main
   optional: false
 - name: wayland
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   category: main
   optional: false
 - name: xarray
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+  version: 2024.9.0
   manager: conda
   platform: linux-64
   dependencies:
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-    python: '>=3.9'
-  url: https://conda.anaconda.org/conda-forge/noarch/xarray-2024.7.0-pyhd8ed1ab_0.conda
+    pandas: '>=2.1'
+    python: '>=3.10'
+  url: https://conda.anaconda.org/conda-forge/noarch/xarray-2024.9.0-pyhd8ed1ab_0.conda
   hash:
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   category: main
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   optional: false
 - name: xbatcher
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+  version: 0.4.0
   manager: conda
   platform: linux-64
   dependencies:
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     numpy: ''
-    python: '>=3.8'
+    python: '>=3.10'
     xarray: ''
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+  url: https://conda.anaconda.org/conda-forge/noarch/xbatcher-0.4.0-pyhd8ed1ab_0.conda
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+  version: 0.52.2
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     pint: '>=0.18'
     platformdirs: '>=3.2'
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@@ -11882,10 +12068,10 @@ package:
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     xarray: '>=2023.11.0'
     yamale: '>=5.0.0'
-  url: https://conda.anaconda.org/conda-forge/noarch/xclim-0.52.0-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/xclim-0.52.2-pyhd8ed1ab_0.conda
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     icu: '>=75.1,<76.0a0'
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-  url: https://conda.anaconda.org/conda-forge/linux-64/xerces-c-3.2.5-h666cd97_1.conda
+    libstdcxx: '>=13'
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-    python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/xgboost-2.1.1-cuda120_pyhc629091_2.conda
+    python: '>=3.9'
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   hash:
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   category: main
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-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.1-hd590300_0.conda
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
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   hash:
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   optional: false
 - name: xorg-libsm
@@ -12059,29 +12208,29 @@ package:
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   platform: linux-64
   dependencies:
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+    __glibc: '>=2.17,<3.0.a0'
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-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libx11-1.8.9-hb711507_1.conda
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+    libxcb: '>=1.17.0,<2.0a0'
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   hash:
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-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.11-hd590300_0.conda
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 - name: xorg-libxdmcp
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   dependencies:
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-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.3-h7f98852_0.tar.bz2
+    __glibc: '>=2.17,<3.0.a0'
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   dependencies:
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   manager: conda
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   dependencies:
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+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+    xorg-libx11: '>=1.8.10,<2.0a0'
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-    libgcc-ng: '>=12'
-    xorg-inputproto: ''
-    xorg-libx11: '>=1.8.9,<2.0a0'
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-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxi-1.7.10-h4bc722e_1.conda
+    xorg-libxfixes: '>=6.0.0,<7.0a0'
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 - name: xorg-libxrender
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   dependencies:
-    libgcc-ng: '>=12'
-    xorg-libx11: '>=1.8.6,<2.0a0'
-    xorg-renderproto: ''
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrender-0.9.11-hd590300_0.conda
-  hash:
-    md5: ed67c36f215b310412b2af935bf3e530
-    sha256: 26da4d1911473c965c32ce2b4ff7572349719eaacb88a066db8d968a4132c3f7
-  category: main
-  optional: false
-- name: xorg-renderproto
-  version: 0.11.1
-  manager: conda
-  platform: linux-64
-  dependencies:
-    libgcc-ng: '>=9.3.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-renderproto-0.11.1-h7f98852_1002.tar.bz2
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+    xorg-libx11: '>=1.8.10,<2.0a0'
+    xorg-xorgproto: ''
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrender-0.9.11-hb9d3cd8_1.conda
   hash:
-    md5: 06feff3d2634e3097ce2fe681474b534
-    sha256: 38942930f233d1898594dd9edf4b0c0786f3dbc12065a0c308634c37fd936034
+    md5: a7a49a8b85122b49214798321e2e96b4
+    sha256: f1217e902c0b1d8bc5d3ce65e483ebf38b049c823c9117b7198cfb16bd2b9143
   category: main
   optional: false
 - name: xorg-xextproto
@@ -12185,23 +12323,25 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xextproto-7.3.0-h0b41bf4_1003.conda
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xextproto-7.3.0-hb9d3cd8_1004.conda
   hash:
-    md5: bce9f945da8ad2ae9b1d7165a64d0f87
-    sha256: b8dda3b560e8a7830fe23be1c58cc41f407b2e20ae2f3b6901eb5842ba62b743
+    md5: bc4cd53a083b6720d61a1519a1900878
+    sha256: f302a3f6284ee9ad3b39e45251d7ed15167896564dc33e006077a896fd3458a6
   category: main
   optional: false
-- name: xorg-xproto
-  version: 7.0.31
+- name: xorg-xorgproto
+  version: '2024.1'
   manager: conda
   platform: linux-64
   dependencies:
-    libgcc-ng: '>=9.3.0'
-  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xproto-7.0.31-h7f98852_1007.tar.bz2
+    __glibc: '>=2.17,<3.0.a0'
+    libgcc: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xorgproto-2024.1-hb9d3cd8_1.conda
   hash:
-    md5: b4a4381d54784606820704f7b5f05a15
-    sha256: f197bb742a17c78234c24605ad1fe2d88b1d25f332b75d73e5ba8cf8fbc2a10d
+    md5: 7c21106b851ec72c037b162c216d8f05
+    sha256: 1316680be6edddee0156b86ec1102fc8286f51c1a5440366ed1db596a2dc3731
   category: main
   optional: false
 - name: xpublish
@@ -12345,7 +12485,7 @@ package:
   category: main
   optional: false
 - name: yarl
-  version: 1.11.1
+  version: 1.13.1
   manager: conda
   platform: linux-64
   dependencies:
@@ -12355,10 +12495,10 @@ package:
     multidict: '>=4.0'
     python: '>=3.12,<3.13.0a0'
     python_abi: 3.12.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/yarl-1.11.1-py312h66e93f0_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/yarl-1.13.1-py312h66e93f0_0.conda
   hash:
-    md5: 5b5d6f3f65bdc30844eb0a919147c15d
-    sha256: a8f342aad4759f9305e629d414eabecd1ca687faa12da2c9c3f46efeb91e4e79
+    md5: 2df2598fb30eaccaf8717bac238d4e49
+    sha256: d184281da96ccaf01d044146b73a50513d554889b1f1efb1f1a40675e74d40df
   category: main
   optional: false
 - name: zarr
@@ -12398,13 +12538,14 @@ package:
   manager: conda
   platform: linux-64
   dependencies:
+    __glibc: '>=2.17,<3.0.a0'
     _openmp_mutex: '>=4.5'
-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/zfp-1.0.1-hac33072_1.conda
+    libgcc: '>=13'
+    libstdcxx: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-64/zfp-1.0.1-h5888daf_2.conda
   hash:
-    md5: df96b7266e49529d82de467b23977452
-    sha256: 0f39a8089dd152419ec98d437f3910811fe0150261481a4e5a45bcbba5f318e2
+    md5: e0409515c467b87176b070bff5d9442e
+    sha256: 0dfafc75c72f308c0200836f2b973766cdcb8741b1ab61e0b462a34dd6b6ad20
   category: main
   optional: false
 - name: zict
@@ -12420,15 +12561,15 @@ package:
   category: main
   optional: false
 - name: zipp
-  version: 3.20.1
+  version: 3.20.2
   manager: conda
   platform: linux-64
   dependencies:
     python: '>=3.8'
-  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.20.1-pyhd8ed1ab_0.conda
+  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.20.2-pyhd8ed1ab_0.conda
   hash:
-    md5: 74a4befb4b38897e19a107693e49da20
-    sha256: 30762bd25b6fc8714d5520a223ccf20ad4a6792dc439c54b59bf44b60bf51e72
+    md5: 4daaed111c05672ae669f7036ee5bba3
+    sha256: 1e84fcfa41e0afdd87ff41e6fbb719c96a0e098c1f79be342293ab0bd8dea322
   category: main
   optional: false
 - name: zlib
@@ -12445,17 +12586,17 @@ package:
   category: main
   optional: false
 - name: zlib-ng
-  version: 2.2.1
+  version: 2.2.2
   manager: conda
   platform: linux-64
   dependencies:
     __glibc: '>=2.17,<3.0.a0'
-    libgcc-ng: '>=12'
-    libstdcxx-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.2.1-he02047a_0.conda
+    libgcc: '>=13'
+    libstdcxx: '>=13'
+  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.2.2-h5888daf_0.conda
   hash:
-    md5: 8fd1654184917db2cb74fc84cb4fff79
-    sha256: f555ee579fc1cd5ccf1ef760970c4bc34db8783d3ba5c42c9d50541c924c5b66
+    md5: 135fd3c66bccad3d2254f50f9809e86a
+    sha256: 9288b88a2448a6ef9824ff4a9f9384f45f6444b009b9fa3e5f335d0c52e86e4b
   category: main
   optional: false
 - name: zstd
diff --git a/pytorch-notebook/packages.txt b/pytorch-notebook/packages.txt
index 8924e231..cfdac703 100644
--- a/pytorch-notebook/packages.txt
+++ b/pytorch-notebook/packages.txt
@@ -3,29 +3,30 @@
 _libgcc_mutex==0.1
 _openmp_mutex==4.5
 _py-xgboost-mutex==2.0
-_sysroot_linux-64_curr_repodata_hack==3
 adal==1.2.7
 adlfs==2024.7.0
+aenum==3.1.15
 affine==2.4.0
-aiobotocore==2.14.0
-aiohappyeyeballs==2.4.0
-aiohttp==3.10.5
-aioitertools==0.11.0
+aiobotocore==2.15.1
+aiohappyeyeballs==2.4.2
+aiohttp==3.10.8
+aioitertools==0.12.0
 aiosignal==1.3.1
-alembic==1.13.2
+alembic==1.13.3
 annotated-types==0.7.0
 antlr-python-runtime==4.9.3
-anyio==4.4.0
+anyio==4.6.0
 anywidget==0.9.13
 aom==3.9.1
 appdirs==1.4.4
+argcomplete==3.5.0
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 argopy==0.1.14
 arrow==1.3.0
 asciitree==0.3.3
-astropy==6.1.3
-astropy-iers-data==0.2024.9.2.0.33.23
+astropy==6.1.4
+astropy-iers-data==0.2024.9.30.0.32.59
 asttokens==2.4.1
 async-lru==2.0.4
 async_generator==1.10
@@ -45,30 +46,30 @@ aws-c-sdkutils==0.1.19
 aws-checksums==0.1.18
 aws-crt-cpp==0.28.2
 aws-sdk-cpp==1.11.379
-awscli==2.17.48
+awscli==2.17.61
 awscrt==0.21.2
-azure-core==1.30.2
+azure-core==1.31.0
 azure-core-cpp==1.13.0
 azure-datalake-store==0.0.51
 azure-identity==1.17.1
 azure-identity-cpp==1.8.0
-azure-storage-blob==12.22.0
+azure-storage-blob==12.23.1
 azure-storage-blobs-cpp==12.12.0
 azure-storage-common-cpp==12.7.0
 azure-storage-files-datalake-cpp==12.11.0
 babel==2.14.0
 beautifulsoup4==4.12.3
-binutils==2.40
-binutils_impl_linux-64==2.40
-binutils_linux-64==2.40
+binutils==2.43
+binutils_impl_linux-64==2.43
+binutils_linux-64==2.43
 black==24.8.0
 bleach==6.1.0
 blinker==1.8.2
 blosc==1.21.6
-bokeh==3.4.2
+bokeh==3.5.2
 boltons==24.0.0
-boto3==1.35.7
-botocore==1.35.7
+boto3==1.35.23
+botocore==1.35.23
 bottleneck==1.4.0
 bounded-pool-executor==0.0.3
 branca==0.7.2
@@ -85,16 +86,16 @@ cached-property==1.5.2
 cached_property==1.5.2
 cachetools==5.5.0
 cachey==0.2.1
-cads-api-client==1.3.2
+cads-api-client==1.4.3
 cairo==1.18.0
 cartopy==0.23.0
-cattrs==24.1.0
-cdsapi==0.7.2
+cattrs==24.1.2
+cdsapi==0.7.3
 certifi==2024.8.30
-certipy==0.1.3
-cf_xarray==0.9.4
+certipy==0.2.1
+cf_xarray==0.9.5
 cffi==1.17.1
-cfgrib==0.9.14.0
+cfgrib==0.9.14.1
 cfitsio==4.4.1
 cftime==1.6.4
 cgen==2020.1
@@ -110,7 +111,7 @@ colorama==0.4.6
 colorcet==3.1.0
 colorspacious==1.1.2
 comm==0.2.2
-configobj==5.0.8
+configobj==5.0.9
 contextily==1.6.2
 contourpy==1.3.0
 cryptography==40.0.1
@@ -122,55 +123,57 @@ cuda-version==12.6
 cudnn==8.9.7.29
 cycler==0.12.1
 cytoolz==0.12.3
-dask==2024.8.2
-dask-core==2024.8.2
-dask-expr==1.1.13
+dask==2024.9.1
+dask-core==2024.9.1
+dask-expr==1.1.15
 dask-gateway==2024.1.0
-dask-geopandas==0.4.1
+dask-geopandas==0.4.2
 dask-glm==0.3.2
 dask-labextension==7.0.0
 dask-ml==2024.4.4
+dataclasses==0.8
 datashader==0.16.3
 dav1d==1.2.1
-debugpy==1.8.5
+debugpy==1.8.6
 decorator==5.1.1
 defusedxml==0.7.1
 descartes==1.1.0
-distributed==2024.8.2
+distributed==2024.9.1
 distro==1.8.0
 dnspython==2.6.1
 docopt-ng==0.9.0
 docrep==0.3.2
 docstring-to-markdown==0.15
+docstring_parser==0.16
 docutils==0.17.1
 donfig==0.8.1.post1
-duckdb-cli==1.1.0
+duckdb-cli==1.1.1
 earthaccess==0.10.0
-eccodes==2.37.0
+eccodes==2.38.0
 efficientnet-pytorch==0.7.1
 einops==0.8.0
 email-validator==2.2.0
 email_validator==2.2.0
 entrypoints==0.4
 eofs==1.4.1
-erddapy==2.2.0
+erddapy==2.2.3
 esmf==8.6.1
 esmpy==8.6.1
 exceptiongroup==1.2.2
 executing==2.1.0
 expat==2.6.3
-fastapi==0.113.0
+fastapi==0.115.0
 fastapi-cli==0.0.5
 fasteners==0.17.3
 fastjmd95==0.2.1
 fastprogress==1.0.3
 ffmpeg==7.0.2
-filelock==3.16.0
+filelock==3.16.1
 findlibs==0.0.5
-fiona==1.10.0
+fiona==1.10.1
 flexcache==0.3
 flexparser==0.3.1
-flox==9.11
+flox==0.9.12
 fmt==11.0.2
 folium==0.17.0
 font-ttf-dejavu-sans-mono==2.37
@@ -180,7 +183,7 @@ font-ttf-ubuntu==0.83
 fontconfig==2.14.2
 fonts-conda-ecosystem==1
 fonts-conda-forge==1
-fonttools==4.53.1
+fonttools==4.54.1
 fqdn==1.5.1
 freeglut==3.2.2
 freetype==2.12.1
@@ -201,26 +204,25 @@ geographiclib==2.0
 geopandas==1.0.1
 geopandas-base==1.0.1
 geopy==2.4.1
-geos==3.12.2
+geos==3.13.0
 geotiff==1.7.3
-geoviews-core==1.12.0
+geoviews-core==1.13.0
 gettext==0.22.5
 gettext-tools==0.22.5
 gflags==2.2.2
-gh==2.56.0
+gh==2.57.0
 gh-scoped-creds==4.1
 giflib==5.2.2
 git-lfs==3.5.1
 gitdb==4.0.11
 gitpython==3.1.43
-glib==2.80.3
-glib-tools==2.80.3
+glib==2.82.1
+glib-tools==2.82.1
 glog==0.7.1
 gmp==6.3.0
 gmpy2==2.1.5
-gnutls==3.8.7
-google-api-core==2.19.2
-google-auth==2.34.0
+google-api-core==2.20.0
+google-auth==2.35.0
 google-auth-oauthlib==1.2.1
 google-cloud-core==2.4.1
 google-cloud-storage==2.18.2
@@ -230,7 +232,7 @@ googleapis-common-protos==1.65.0
 gpytorch==1.13
 graphite2==1.3.13
 graphviz==12.0.0
-greenlet==3.1.0
+greenlet==3.1.1
 grpcio==1.62.2
 gstreamer==1.24.7
 gsw==3.6.19
@@ -249,16 +251,17 @@ holoviews==1.19.1
 hpack==4.0.0
 httpcore==1.0.5
 httpx==0.27.2
-huggingface_hub==0.24.6
-hvplot==0.10.0
+huggingface_hub==0.25.1
+hvplot==0.11.0
+hydra-core==1.3.2
 hyperframe==6.0.1
 icu==75.1
-idna==3.8
+idna==3.10
 imagecodecs==2024.6.1
 imageio==2.35.1
-importlib-metadata==8.4.0
+importlib-metadata==8.5.0
 importlib-resources==6.4.5
-importlib_metadata==8.4.0
+importlib_metadata==8.5.0
 importlib_resources==6.4.5
 iniconfig==2.0.0
 intake==2.0.7
@@ -284,8 +287,10 @@ jedi==0.19.1
 jinja2==3.1.4
 jmespath==1.0.1
 joblib==1.4.2
-json-c==0.17
+json-c==0.18
 json5==0.9.25
+jsonargparse==4.33.1
+jsonnet==0.20.0
 jsonpickle==3.3.0
 jsonpointer==3.0.0
 jsonschema==4.23.0
@@ -296,7 +301,7 @@ jupyter-panel-proxy==0.1.0
 jupyter-resource-usage==1.1.0
 jupyter-server-mathjax==0.2.6
 jupyter-server-proxy==4.4.0
-jupyter_client==8.6.2
+jupyter_client==8.6.3
 jupyter_core==5.7.2
 jupyter_events==0.10.0
 jupyter_leaflet==0.19.2
@@ -327,7 +332,7 @@ lame==3.100
 lazy-loader==0.4
 lazy_loader==0.4
 lcms2==2.16
-ld_impl_linux-64==2.40
+ld_impl_linux-64==2.43
 lerc==4.0.0
 libabseil==20240116.2
 libaec==1.1.3
@@ -349,13 +354,14 @@ libcrc32c==1.1.2
 libcublas==12.6.1.4
 libcufft==11.2.6.59
 libcurand==10.3.7.68
-libcurl==8.9.1
+libcurl==8.10.1
 libcusolver==11.6.4.69
 libcusparse==12.5.3.3
 libdeflate==1.21
 libdrm==2.4.123
-libduckdb==1.1.0
+libduckdb==1.1.1
 libedit==3.1.20191231
+libegl==1.7.0
 libev==4.33
 libevent==2.1.12
 libexpat==2.6.3
@@ -384,20 +390,22 @@ libgettextpo-devel==0.22.5
 libgfortran==14.1.0
 libgfortran-ng==14.1.0
 libgfortran5==14.1.0
-libgirepository==1.80.1
-libglib==2.80.3
+libgirepository==1.82.0
+libgl==1.7.0
+libglib==2.82.1
 libglu==9.0.0
+libglvnd==1.7.0
+libglx==1.7.0
 libgomp==14.1.0
-libgoogle-cloud==2.28.0
-libgoogle-cloud-storage==2.28.0
+libgoogle-cloud==2.29.0
+libgoogle-cloud-storage==2.29.0
 libgpg-error==1.50
 libgrpc==1.62.2
 libhwloc==2.11.1
 libhwy==1.1.0
 libiconv==1.17
-libidn2==2.3.7
 libjpeg-turbo==3.0.0
-libjxl==0.10.3
+libjxl==0.11.0
 libkml==1.3.0
 liblapack==3.9.0
 libllvm14==14.0.6
@@ -409,27 +417,27 @@ libnsl==2.0.1
 libnvjitlink==12.6.68
 libnvjpeg==12.3.3.54
 libopenblas==0.3.27
-libopenvino==2024.3.0
-libopenvino-auto-batch-plugin==2024.3.0
-libopenvino-auto-plugin==2024.3.0
-libopenvino-hetero-plugin==2024.3.0
-libopenvino-intel-cpu-plugin==2024.3.0
-libopenvino-intel-gpu-plugin==2024.3.0
-libopenvino-intel-npu-plugin==2024.3.0
-libopenvino-ir-frontend==2024.3.0
-libopenvino-onnx-frontend==2024.3.0
-libopenvino-paddle-frontend==2024.3.0
-libopenvino-pytorch-frontend==2024.3.0
-libopenvino-tensorflow-frontend==2024.3.0
-libopenvino-tensorflow-lite-frontend==2024.3.0
+libopenvino==2024.4.0
+libopenvino-auto-batch-plugin==2024.4.0
+libopenvino-auto-plugin==2024.4.0
+libopenvino-hetero-plugin==2024.4.0
+libopenvino-intel-cpu-plugin==2024.4.0
+libopenvino-intel-gpu-plugin==2024.4.0
+libopenvino-intel-npu-plugin==2024.4.0
+libopenvino-ir-frontend==2024.4.0
+libopenvino-onnx-frontend==2024.4.0
+libopenvino-paddle-frontend==2024.4.0
+libopenvino-pytorch-frontend==2024.4.0
+libopenvino-tensorflow-frontend==2024.4.0
+libopenvino-tensorflow-lite-frontend==2024.4.0
 libopus==1.3.1
 libparquet==17.0.0
 libpciaccess==0.18
-libpng==1.6.43
+libpng==1.6.44
 libpq==16.4
 libprotobuf==4.25.3
 libre2-11==2023.09.01
-librsvg==2.58.3
+librsvg==2.58.4
 librttopo==1.1.0
 libsanitizer==13.3.0
 libsecret==0.18.8
@@ -440,25 +448,26 @@ libsqlite==3.46.1
 libssh2==1.11.0
 libstdcxx==14.1.0
 libstdcxx-ng==14.1.0
-libtasn1==4.19.0
 libthrift==0.20.0
-libtiff==4.6.0
+libtiff==4.7.0
 libtorch==2.4.0
-libunistring==0.9.10
 libutf8proc==2.8.0
 libuuid==2.38.1
-libuv==1.48.0
+libuv==1.49.0
 libva==2.22.0
 libvpx==1.14.1
 libwebp-base==1.4.0
-libxcb==1.16
+libxcb==1.17.0
 libxcrypt==4.4.36
 libxgboost==2.1.1
 libxml2==2.12.7
 libxslt==1.1.39
-libzip==1.10.1
+libzip==1.11.1
 libzlib==1.3.1
 libzopfli==1.0.3
+lightly==1.5.13
+lightly-utils==0.0.2
+lightning==2.4.0
 lightning-utilities==0.11.7
 line_profiler==4.1.3
 linear_operator==0.5.3
@@ -473,7 +482,7 @@ lz4==4.3.3
 lz4-c==1.9.4
 lzo==2.10
 mako==1.3.5
-mapclassify==2.8.0
+mapclassify==2.8.1
 markdown==3.6
 markdown-it-py==3.0.0
 markupsafe==2.1.5
@@ -509,19 +518,18 @@ nbformat==5.10.4
 nbgitpuller==1.2.1
 nbstripout==0.7.1
 nc-time-axis==1.4.1
-nccl==2.22.3.1
+nccl==2.23.4.1
 ncurses==6.5
 nest-asyncio==1.6.0
 netcdf-fortran==4.6.1
 netcdf4==1.7.1
-nettle==3.9.1
 networkx==3.3
 notebook==7.2.2
 notebook-shim==0.2.4
 nspr==4.35
-nss==3.104
+nss==3.105
 numba==0.60.0
-numbagg==0.8.1
+numbagg==0.8.2
 numcodecs==0.13.0
 numpy==1.26.4
 numpy_groupies==0.11.2
@@ -535,15 +543,14 @@ openjpeg==2.5.2
 openssl==3.3.2
 orc==2.0.2
 overrides==7.7.0
-p11-kit==0.24.1
 packaging==24.1
 palettable==3.3.3
 pamela==1.2.0
-pandas==2.2.2
+pandas==2.2.3
 pandocfilters==1.5.0
-panel==1.4.5
-pangeo-dask==2024.08.31
-pangeo-notebook==2024.09.01
+panel==1.5.1
+pangeo-dask==2024.09.30
+pangeo-notebook==2024.09.30
 pango==1.54.0
 param==2.1.1
 parcels==3.0.5
@@ -561,7 +568,7 @@ pip==24.2
 pixman==0.43.2
 pkgutil-resolve-name==1.3.10
 planetary-computer==1.0.0
-platformdirs==4.3.2
+platformdirs==4.3.6
 pluggy==1.5.0
 pooch==1.8.2
 pop-tools==2023.6.0
@@ -571,8 +578,8 @@ portalocker==2.10.1
 postgresql==16.4
 pqdm==0.2.0
 pretrainedmodels==0.7.4
-proj==9.4.1
-prometheus_client==0.20.0
+proj==9.5.0
+prometheus_client==0.21.0
 prompt-toolkit==3.0.38
 prompt_toolkit==3.0.38
 properscoring==0.1
@@ -594,12 +601,12 @@ pycairo==1.27.0
 pycamhd==0.7.0
 pycparser==2.22
 pyct==0.5.0
-pydantic==2.9.1
-pydantic-core==2.23.3
+pydantic==2.9.2
+pydantic-core==2.23.4
 pydap==3.5
 pyerfa==2.0.1.4
 pygments==2.18.0
-pygobject==3.48.2
+pygobject==3.50.0
 pyjwt==2.9.0
 pykdtree==1.3.13
 pymbolic==2022.2
@@ -612,14 +619,14 @@ pyproj==3.6.1
 pyresample==1.30.0
 pyshp==2.3.1
 pysocks==1.7.1
-pyspectral==0.13.4
+pyspectral==0.13.5
 pystac==1.10.1
 pystac-client==0.8.3
 pytest==8.3.3
-python==3.12.5
+python==3.12.6
 python-blosc==1.11.2
-python-cmr==0.11.0
-python-dateutil==2.8.2
+python-cmr==0.13.0
+python-dateutil==2.9.0
 python-dotenv==1.0.1
 python-duckdb==1.0.0
 python-eccodes==2.37.0
@@ -632,21 +639,21 @@ python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
 python-lsp-ruff==2.2.2
 python-lsp-server-base==1.12.0
-python-multipart==0.0.9
-python-tzdata==2024.1
+python-multipart==0.0.12
+python-tzdata==2024.2
 python-xxhash==3.5.0
 python_abi==3.12
 pytools==2024.1.14
 pytorch==2.4.0
 pytorch-lightning==2.4.0
-pytz==2024.2
+pytz==2024.1
 pyu2f==0.1.5
 pyviz_comms==3.0.3
 pywavelets==1.7.0
 pyyaml==6.0.2
 pyzmq==26.2.0
 qhull==2020.2
-rasterio==1.3.11
+rasterio==1.4.0
 rav1e==0.6.6
 re2==2023.09.01
 readline==8.2
@@ -656,34 +663,35 @@ requests==2.32.3
 requests-oauthlib==2.0.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
-rich==13.7.1
+rich==13.8.1
 rio-cogeo==5.3.4
 rioxarray==0.17.0
+roaring-landmask==0.9.1
 rpds-py==0.20.0
 rsa==4.9
 rtree==1.3.0
 ruamel.yaml==0.17.17
-ruamel.yaml.clib==0.2.7
-ruff==0.6.4
+ruamel.yaml.clib==0.2.8
+ruff==0.6.8
 s2n==1.5.1
 s3fs==2024.9.0
 s3transfer==0.10.2
 safetensors==0.4.5
 satpy==0.51.0
 scikit-image==0.24.0
-scikit-learn==1.5.1
+scikit-learn==1.5.2
 scipy==1.14.1
 seaborn==0.13.2
 seaborn-base==0.13.2
 segmentation-models-pytorch==0.3.4
 send2trash==1.8.3
-setuptools==73.0.1
+setuptools==75.1.0
 shapely==2.0.6
 shellingham==1.5.4
 simpervisor==1.0.0
 siphash24==1.6
 six==1.16.0
-sleef==3.6.1
+sleef==3.7
 smmap==5.0.0
 snakeviz==2.2.0
 snappy==1.2.1
@@ -693,23 +701,23 @@ sortedcontainers==2.4.0
 soupsieve==2.5
 sparse==0.15.4
 spdlog==1.14.1
-sqlalchemy==2.0.34
+sqlalchemy==2.0.35
 sqlite==3.46.1
 stack_data==0.6.2
 stackstac==0.5.1
-starlette==0.38.5
-statsmodels==0.14.2
+starlette==0.38.6
+statsmodels==0.14.3
 svt-av1==2.2.1
-sympy==1.13.2
+sympy==1.13.3
 sysroot_linux-64==2.17
 tbb==2021.13.0
 tblib==3.0.0
 terminado==0.18.1
 threadpoolctl==3.5.0
-tifffile==2024.8.30
-tiledb==2.25.0
-tiledb-py==0.31.1
-timezonefinder==6.5.2
+tifffile==2024.9.20
+tiledb==2.26.0
+tiledb-py==0.32.0
+timezonefinder==6.5.3
 timm==0.9.7
 tinycss2==1.3.0
 tinynetrc==1.3.1
@@ -717,14 +725,14 @@ tk==8.6.13
 toml==0.10.2
 tomli==2.0.1
 toolz==0.12.1
-torchgeo==0.2.1
-torchmetrics==1.4.0.post0
+torchgeo==0.6.0
+torchmetrics==1.4.2
 torchvision==0.19.0
 tornado==6.4.1
 tqdm==4.66.5
 traitlets==5.14.3
 traittypes==0.2.1
-trajan==0.3.2
+trajan==0.6.3
 trollimage==1.25.0
 trollsift==0.5.1
 typeguard==4.3.0
@@ -732,6 +740,7 @@ typer==0.12.5
 typer-slim==0.12.5
 typer-slim-standard==0.12.5
 types-python-dateutil==2.9.0.20240906
+typeshed-client==2.4.0
 typing-extensions==4.12.2
 typing_extensions==4.12.2
 typing_utils==0.1.0
@@ -742,9 +751,10 @@ ujson==5.10.0
 uri-template==1.3.0
 uriparser==0.9.8
 urllib3==1.26.19
-uvicorn==0.30.6
+uvicorn==0.31.0
+validators==0.34.0
 watchfiles==0.24.0
-watermark==2.4.3
+watermark==2.5.0
 wayland==1.23.1
 wayland-protocols==1.37
 wcwidth==0.2.13
@@ -757,13 +767,13 @@ widgetsnbextension==4.0.13
 wrapt==1.16.0
 x264==1!164.3095
 x265==3.5
-xarray==2024.7.0
+xarray==2024.9.0
 xarray-datatree==0.0.14
 xarray-spatial==0.4.0
 xarray_leaflet==0.2.3
 xarrayutils==2.0.1
-xbatcher==0.3.0
-xclim==0.52.0
+xbatcher==0.4.0
+xclim==0.52.2
 xerces-c==3.2.5
 xesmf==0.8.7
 xgboost==2.1.1
@@ -771,21 +781,17 @@ xgcm==0.8.1
 xhistogram==0.3.2
 xmip==0.7.2
 xmitgcm==0.5.2
-xorg-fixesproto==5.0
-xorg-inputproto==2.3.2
-xorg-kbproto==1.0.7
 xorg-libice==1.1.1
 xorg-libsm==1.2.4
-xorg-libx11==1.8.9
+xorg-libx11==1.8.10
 xorg-libxau==1.0.11
 xorg-libxdmcp==1.1.3
-xorg-libxext==1.3.4
-xorg-libxfixes==5.0.3
+xorg-libxext==1.3.6
+xorg-libxfixes==6.0.0
 xorg-libxi==1.7.10
 xorg-libxrender==0.9.11
-xorg-renderproto==0.11.1
 xorg-xextproto==7.3.0
-xorg-xproto==7.0.31
+xorg-xorgproto==2024.1
 xpublish==0.3.3
 xrft==1.0.1
 xskillscore==0.0.26
@@ -795,12 +801,12 @@ xyzservices==2024.9.0
 xz==5.2.6
 yamale==5.2.1
 yaml==0.2.5
-yarl==1.11.1
+yarl==1.13.1
 zarr==2.18.3
 zeromq==4.3.5
 zfp==1.0.1
 zict==3.0.0
-zipp==3.20.1
+zipp==3.20.2
 zlib==1.3.1
-zlib-ng==2.2.1
+zlib-ng==2.2.2
 zstd==1.5.6