diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml
new file mode 100644
index 0000000..105ce2d
--- /dev/null
+++ b/.idea/inspectionProfiles/profiles_settings.xml
@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
new file mode 100644
index 0000000..382066b
--- /dev/null
+++ b/.idea/modules.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/remote-sensing.iml" filepath="$PROJECT_DIR$/.idea/remote-sensing.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/remote-sensing.iml b/.idea/remote-sensing.iml
new file mode 100644
index 0000000..d9e6024
--- /dev/null
+++ b/.idea/remote-sensing.iml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 0000000..c8397c9
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/workspace.xml b/.idea/workspace.xml
new file mode 100644
index 0000000..a2da1aa
--- /dev/null
+++ b/.idea/workspace.xml
@@ -0,0 +1,48 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ChangeListManager">
+    <list default="true" id="8512e5bb-2b73-4d09-a37b-d0b357b3fbe9" name="Changes" comment="" />
+    <option name="SHOW_DIALOG" value="false" />
+    <option name="HIGHLIGHT_CONFLICTS" value="true" />
+    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
+    <option name="LAST_RESOLUTION" value="IGNORE" />
+  </component>
+  <component name="Git.Settings">
+    <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
+  </component>
+  <component name="ProjectColorInfo"><![CDATA[{
+  "associatedIndex": 1
+}]]></component>
+  <component name="ProjectId" id="39nRCQRaBb6bqtrPoIoBjpMe8Bs" />
+  <component name="ProjectViewState">
+    <option name="hideEmptyMiddlePackages" value="true" />
+    <option name="showLibraryContents" value="true" />
+  </component>
+  <component name="PropertiesComponent"><![CDATA[{
+  "keyToString": {
+    "ModuleVcsDetector.initialDetectionPerformed": "true",
+    "RunOnceActivity.ShowReadmeOnStart": "true",
+    "RunOnceActivity.TerminalTabsStorage.copyFrom.TerminalArrangementManager.252": "true",
+    "RunOnceActivity.git.unshallow": "true",
+    "git-widget-placeholder": "dev__01",
+    "last_opened_file_path": "//wsl.localhost/Ubuntu-22.04/home/x79/remote-sensing"
+  }
+}]]></component>
+  <component name="SharedIndexes">
+    <attachedChunks>
+      <set>
+        <option value="bundled-python-sdk-4762d8aabb82-6d6dccd035ac-com.jetbrains.pycharm.pro.sharedIndexes.bundled-PY-253.30387.173" />
+      </set>
+    </attachedChunks>
+  </component>
+  <component name="TaskManager">
+    <task active="true" id="Default" summary="Default task">
+      <changelist id="8512e5bb-2b73-4d09-a37b-d0b357b3fbe9" name="Changes" comment="" />
+      <created>1771329720024</created>
+      <option name="number" value="Default" />
+      <option name="presentableId" value="Default" />
+      <updated>1771329720024</updated>
+    </task>
+    <servers />
+  </component>
+</project>
\ No newline at end of file
diff --git a/requirement.txt b/requirement.txt
index 4732269..0c188a9 100644
--- a/requirement.txt
+++ b/requirement.txt
@@ -1,4 +1,3 @@
-affine @ file:///home/conda/feedstock_root/build_artifacts/affine_1733762038348/work
 aiobotocore==2.25.0
 aiohappyeyeballs==2.6.1
 aiohttp==3.12.15
@@ -7,162 +6,63 @@ aiosignal==1.4.0
 alembic==1.16.5
 annotated-doc==0.0.4
 annotated-types==0.7.0
-antimeridian @ file:///home/conda/feedstock_root/build_artifacts/antimeridian_1753706324394/work
-anyio @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_anyio_1758634638/work
-argon2-cffi @ file:///home/conda/feedstock_root/build_artifacts/argon2-cffi_1749017159514/work
-argon2-cffi-bindings @ file:///home/conda/feedstock_root/build_artifacts/argon2-cffi-bindings_1649500328244/work
-arrow @ file:///home/conda/feedstock_root/build_artifacts/arrow_1733584251875/work
 asciitree==0.3.3
-asttokens @ file:///home/conda/feedstock_root/build_artifacts/asttokens_1733250440834/work
-async-lru @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_async-lru_1742153708/work
-async-timeout==3.0.1
-attrs @ file:///home/conda/feedstock_root/build_artifacts/attrs_1741918516150/work
-babel @ file:///home/conda/feedstock_root/build_artifacts/babel_1738490167835/work
-beautifulsoup4 @ file:///home/conda/feedstock_root/build_artifacts/beautifulsoup4_1759146011391/work
-bleach @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_bleach_1737382993/work
 blinker==1.9.0
 bokeh==3.7.3
 boto3==1.40.18
 botocore==1.40.49
-Bottleneck @ file:///croot/bottleneck_1731058641041/work
-branca @ file:///croot/branca_1675157607453/work
-Brotli @ file:///croot/brotli-split_1736182456865/work
-brotlicffi @ file:///croot/brotlicffi_1736182461069/work
-cached-property @ file:///home/conda/feedstock_root/build_artifacts/cached_property_1615209429212/work
 cachetools==6.2.0
 Cartopy==0.25.0
-certifi @ file:///home/conda/feedstock_root/build_artifacts/certifi_1759648874697/work/certifi
-cffi @ file:///croot/cffi_1736182485317/work
-cftime @ file:///home/conda/feedstock_root/build_artifacts/cftime_1649636873066/work
-chardet @ file:///home/conda/feedstock_root/build_artifacts/chardet_1649184137891/work
-charset-normalizer @ file:///croot/charset-normalizer_1721748349566/work
 ciso8601==2.3.3
-click @ file:///home/conda/feedstock_root/build_artifacts/click_1747811314515/work
-click-plugins @ file:///home/conda/feedstock_root/build_artifacts/click-plugins_1750848229740/work
-cligj @ file:///home/conda/feedstock_root/build_artifacts/cligj_1733749956636/work
-cloudpickle @ file:///home/conda/feedstock_root/build_artifacts/cloudpickle_1736947526808/work
 colorama==0.4.6
 colorcet==3.1.0
-comm @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_comm_1753453984/work
-contourpy @ file:///croot/contourpy_1732540045555/work
-cycler @ file:///tmp/build/80754af9/cycler_1637851556182/work
-cytoolz==0.11.2
-dask @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_dask-core_1760473436/work
-dask-gateway @ file:///Users/runner/miniforge3/conda-bld/bld/rattler-build_dask-gateway_1744370153/work/dask-gateway
-dask-glm @ file:///home/conda/feedstock_root/build_artifacts/dask-glm_1701346265909/work
 dask-image==2024.5.3
-dask-ml @ file:///home/conda/feedstock_root/build_artifacts/dask-ml_1679705292494/work
-datacube==1.8.15
+datacube==1.9.4
 datacube_ows==1.9.4
 datashader==0.18.2
 dea-tools==0.3.0
-debugpy @ file:///home/task_175706711740264/conda-bld/debugpy_1757067131873/work
-decorator @ file:///home/conda/feedstock_root/build_artifacts/decorator_1740384970518/work
 deepdiff==8.6.1
-defusedxml @ file:///home/conda/feedstock_root/build_artifacts/defusedxml_1615232257335/work
-deprecat @ file:///home/conda/feedstock_root/build_artifacts/deprecat_1734684036993/work
-distributed @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_distributed_1760476147/work
 eo-tides==0.8.2
-exceptiongroup @ file:///home/conda/feedstock_root/build_artifacts/exceptiongroup_1746947292760/work
-executing @ file:///home/conda/feedstock_root/build_artifacts/executing_1756729339227/work
 fastapi==0.124.3
-fasteners @ file:///home/conda/feedstock_root/build_artifacts/fasteners_1734943108928/work
-fastjsonschema @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_python-fastjsonschema_1755304154/work/dist
 filelock==3.19.1
 fiona==1.10.1
 Flask==3.1.2
 flask-babel==4.0.0
 flatbuffers==25.2.10
 folium==0.20.0
-fonttools @ file:///croot/fonttools_1737039080035/work
-fqdn @ file:///home/conda/feedstock_root/build_artifacts/fqdn_1733327382592/work/dist
 frozenlist==1.7.0
-fsspec @ file:///home/conda/feedstock_root/build_artifacts/fsspec_1756908513222/work
-GDAL @ file:///croot/gdal-split_1734448174900/work/build/swig/python
-GeoAlchemy2 @ file:///home/conda/feedstock_root/build_artifacts/geoalchemy2_1753372953474/work
 geographiclib==2.1
 geojson==3.2.0
 geomad==1.0.0
-geopandas @ file:///croot/geopandas-split_1755761494241/work
 geopy==2.4.1
-greenlet @ file:///home/conda/feedstock_root/build_artifacts/greenlet_1648882383677/work
-h11 @ file:///home/conda/feedstock_root/build_artifacts/h11_1745526374115/work
-h2 @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_h2_1756364871/work
+git-filter-repo==2.47.0
 h3==4.3.1
 hdstats==0.2.1
 holoviews==1.21.0
-hpack @ file:///home/conda/feedstock_root/build_artifacts/hpack_1737618293087/work
-httpcore @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_httpcore_1745602916/work
-httpx @ file:///home/conda/feedstock_root/build_artifacts/httpx_1733663348460/work
 hvplot==0.12.1
-hyperframe @ file:///home/conda/feedstock_root/build_artifacts/hyperframe_1737618333194/work
 idna==3.10
 imagecodecs==2025.3.30
 imageio==2.37.0
-importlib_metadata @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_importlib-metadata_1747934053/work
-ipykernel @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_ipykernel_1760459840/work
 ipyleaflet==0.20.0
-ipython @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_ipython_1748711175/work
 ipywidgets==8.1.7
 iso8601==2.1.0
-isoduration @ file:///home/conda/feedstock_root/build_artifacts/isoduration_1733493628631/work/dist
 itsdangerous==2.2.0
-jedi @ file:///home/conda/feedstock_root/build_artifacts/jedi_1733300866624/work
-Jinja2 @ file:///croot/jinja2_1741710844255/work
-jmespath @ file:///home/conda/feedstock_root/build_artifacts/jmespath_1733229141657/work
-joblib @ file:///home/conda/feedstock_root/build_artifacts/joblib_1756321760188/work
-json5 @ file:///home/conda/feedstock_root/build_artifacts/json5_1755034879854/work
-jsonpointer @ file:///home/conda/feedstock_root/build_artifacts/jsonpointer_1756754132747/work
-jsonschema @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_jsonschema_1755595646/work
 jsonschema-specifications==2025.4.1
-jupyter-events @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_jupyter_events_1738765986/work
 jupyter-leaflet==0.20.0
-jupyter-lsp @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_jupyter-lsp_1756388269/work/jupyter-lsp
 jupyter-ui-poll==1.0.0
-jupyter_client @ file:///home/conda/feedstock_root/build_artifacts/jupyter_client_1733440914442/work
-jupyter_core @ file:///home/conda/feedstock_root/build_artifacts/jupyter_core_1748333051527/work
-jupyter_server @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_jupyter_server_1755870522/work
-jupyter_server_terminals @ file:///home/conda/feedstock_root/build_artifacts/jupyter_server_terminals_1733427956852/work
-jupyterlab @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_1758913905644/work
-jupyterlab_pygments @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_pygments_1733328101776/work
-jupyterlab_server @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_server_1733599573484/work
 jupyterlab_widgets==3.0.15
-kiwisolver @ file:///croot/kiwisolver_1737039087198/work
 lark==1.2.2
 lark-parser==0.12.0
 lazy_loader==0.4
 linkify-it-py==2.0.3
-llvmlite @ file:///croot/llvmlite_1741209858218/work
-locket @ file:///home/conda/feedstock_root/build_artifacts/locket_1650660393415/work
 lxml==5.4.0
-lz4 @ file:///croot/lz4_1736366683208/work
-Mako @ file:///home/conda/feedstock_root/build_artifacts/mako_1744317760971/work
-mapclassify @ file:///croot/mapclassify_1675157730177/work
 Markdown==3.9
 markdown-it-py==4.0.0
-MarkupSafe @ file:///croot/markupsafe_1738584038848/work
 matplotlib==3.10.5
-matplotlib-inline @ file:///home/conda/feedstock_root/build_artifacts/matplotlib-inline_1733416936468/work
 mdit-py-plugins==0.5.0
 mdurl==0.1.2
-mistune @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_mistune_1756495311/work
 mpmath==1.3.0
-msgpack @ file:///home/conda/feedstock_root/build_artifacts/msgpack-python_1648745999384/work
-multidict @ file:///home/conda/feedstock_root/build_artifacts/multidict_1648882415384/work
-multipledispatch @ file:///home/conda/feedstock_root/build_artifacts/multipledispatch_1721907546485/work
 narwhals==2.3.0
-nbclient @ file:///home/conda/feedstock_root/build_artifacts/nbclient_1734628800805/work
-nbconvert @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_nbconvert-core_1738067871/work
-nbformat @ file:///home/conda/feedstock_root/build_artifacts/nbformat_1733402752141/work
-nest_asyncio @ file:///home/conda/feedstock_root/build_artifacts/nest-asyncio_1733325553580/work
-netCDF4 @ file:///croot/netcdf4_1743512888672/work
-networkx @ file:///croot/networkx_1737039604450/work
-notebook @ file:///home/conda/feedstock_root/build_artifacts/notebook_1759152069573/work
-notebook_shim @ file:///home/conda/feedstock_root/build_artifacts/notebook-shim_1733408315203/work
-numba @ file:///croot/numba_1750798165355/work
-numcodecs @ file:///croot/numcodecs_1707513121886/work
-numexpr @ file:///croot/numexpr_1755766469354/work
-numpy @ file:///croot/numpy_and_numpy_base_1755590845055/work/dist/numpy-1.26.4-cp310-cp310-linux_x86_64.whl#sha256=1096d33ad9a9757a1b4b46634d809e894263fc8b78780bff36801684b6e8cc88
 nvidia-cublas-cu12==12.8.4.1
 nvidia-cuda-cupti-cu12==12.8.90
 nvidia-cuda-nvrtc-cu12==12.8.93
@@ -174,136 +74,67 @@ nvidia-curand-cu12==10.3.9.90
 nvidia-cusolver-cu12==11.7.3.90
 nvidia-cusparse-cu12==12.5.8.93
 nvidia-cusparselt-cu12==0.7.1
-nvidia-nccl-cu12==2.27.3
+nvidia-nccl-cu12==2.27.5
 nvidia-nvjitlink-cu12==12.8.93
+nvidia-nvshmem-cu12==3.3.20
 nvidia-nvtx-cu12==12.8.90
 odc-algo==0.2.3
 odc-geo==0.4.10
 odc-io==0.2.2
-odc-loader @ file:///home/conda/feedstock_root/build_artifacts/odc-loader_1743656085024/work
-odc-stac @ file:///home/conda/feedstock_root/build_artifacts/odc-stac_1746136311934/work
 odc-ui==0.2.1
 orderly-set==5.5.0
-overrides @ file:///home/conda/feedstock_root/build_artifacts/overrides_1734587627321/work
 OWSLib==0.34.1
-packaging @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_packaging_1745345660/work
-pandas @ file:///home/task_175982153789305/conda-bld/pandas_1759822248912/work/dist/pandas-2.3.3-cp310-cp310-linux_x86_64.whl#sha256=0de7c83109c411cc2a74419a396c92f65e3d1e457fb4d835e5f100cfb04393a7
-pandocfilters @ file:///home/conda/feedstock_root/build_artifacts/pandocfilters_1631603243851/work
 panel==1.7.5
 param==2.2.1
-parso @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_parso_1755974222/work
-partd @ file:///home/conda/feedstock_root/build_artifacts/partd_1715026491486/work
-pexpect @ file:///home/conda/feedstock_root/build_artifacts/pexpect_1733301927746/work
-pickleshare @ file:///home/conda/feedstock_root/build_artifacts/pickleshare_1733327343728/work
-pillow @ file:///croot/pillow_1738010226202/work
 PIMS==0.7
 planetary-computer==1.0.0
-platformdirs @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_platformdirs_1756227402/work
 prometheus_client==0.22.1
 prometheus_flask_exporter==0.23.2
-prompt_toolkit @ file:///home/conda/feedstock_root/build_artifacts/prompt-toolkit_1756321756983/work
 propcache==0.3.2
-psutil @ file:///home/conda/feedstock_root/build_artifacts/psutil_1653089181607/work
-psycopg2 @ file:///croot/psycopg2_1744919787325/work
-ptyprocess @ file:///home/conda/feedstock_root/build_artifacts/ptyprocess_1733302279685/work/dist/ptyprocess-0.7.0-py2.py3-none-any.whl#sha256=92c32ff62b5fd8cf325bec5ab90d7be3d2a8ca8c8a3813ff487a8d2002630d1f
-pure_eval @ file:///home/conda/feedstock_root/build_artifacts/pure_eval_1733569405015/work
-pyarrow @ file:///home/task_175983338836370/conda-bld/pyarrow_1759833584228/work/python
-pycparser @ file:///tmp/build/80754af9/pycparser_1636541352034/work
 pyct==0.5.0
 pydantic==2.11.7
 pydantic_core==2.33.2
-Pygments @ file:///home/conda/feedstock_root/build_artifacts/pygments_1750615794071/work
-pyogrio @ file:///croot/pyogrio_1741107161422/work
 pyows==0.3.1
-pyparsing @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_pyparsing_1753873557/work
-pyproj @ file:///croot/pyproj_1739284761968/work
 PyQt6==6.7.1
-PyQt6_sip @ file:///croot/pyqt-split_1753427276959/work/pyqt_sip
 pyshp==2.3.1
-PySocks @ file:///home/builder/ci_310/pysocks_1640793678128/work
-pystac @ file:///home/conda/feedstock_root/build_artifacts/pystac_1758218055393/work
 pystac-client==0.9.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.1.1
-python-json-logger @ file:///home/conda/feedstock_root/build_artifacts/python-json-logger_1677079630776/work
+python-multipart==0.0.21
 python-slugify==8.0.4
 pyTMD==2.2.8
-pytz @ file:///home/conda/feedstock_root/build_artifacts/pytz_1742920838005/work
 pyviz_comms==3.0.6
 PyYAML==6.0.2
-pyzmq @ file:///croot/pyzmq_1734687138743/work
-rasterio @ file:///croot/rasterio_1740069178893/work
 rasterstats==0.20.0
 referencing==0.36.2
 regex==2025.9.1
-requests @ file:///croot/requests_1756709366904/work
-rfc3339_validator @ file:///home/conda/feedstock_root/build_artifacts/rfc3339-validator_1733599910982/work
-rfc3986-validator @ file:///home/conda/feedstock_root/build_artifacts/rfc3986-validator_1598024191506/work
 rfc3987==1.3.8
-rfc3987-syntax @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_rfc3987-syntax_1752876729/work
-rioxarray @ file:///home/conda/feedstock_root/build_artifacts/rioxarray_1737140588464/work
-rpds-py @ file:///croot/rpds-py_1736541261634/work
-ruamel.yaml @ file:///home/conda/feedstock_root/build_artifacts/ruamel.yaml_1649033201098/work
 ruamel.yaml.clib==0.2.12
 s3fs==2025.9.0
 s3transfer==0.13.1
 scikit-image==0.25.2
 scikit-learn==1.7.1
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 seaborn==0.13.2
-Send2Trash @ file:///home/conda/feedstock_root/build_artifacts/send2trash_1733322040660/work
 setuptools-scm==9.2.0
-shapely @ file:///croot/shapely_1754380812723/work
 simplejson==3.20.1
-sip @ file:///croot/sip_1738856193618/work
 six==1.17.0
 slicerator==1.1.0
-sniffio @ file:///home/conda/feedstock_root/build_artifacts/sniffio_1733244044561/work
-snuggs @ file:///home/conda/feedstock_root/build_artifacts/snuggs_1733818638588/work
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-sparse @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_sparse_1747799051/work
-SQLAlchemy==1.4.54
-stack_data @ file:///home/conda/feedstock_root/build_artifacts/stack_data_1733569443808/work
+SQLAlchemy==2.0.0
 starlette==0.50.0
 sympy==1.14.0
-tblib @ file:///home/conda/feedstock_root/build_artifacts/tblib_1743515515538/work
-terminado @ file:///home/conda/feedstock_root/build_artifacts/terminado_1710262609923/work
 text-unidecode==1.3
-threadpoolctl @ file:///home/conda/feedstock_root/build_artifacts/threadpoolctl_1741878222898/work
 tifffile==2025.5.10
 timescale==0.0.9
 timezonefinder==8.0.0
-tinycss2 @ file:///home/conda/feedstock_root/build_artifacts/tinycss2_1729802851396/work
-tomli @ file:///croot/tomli_1753774587605/work
-toolz @ file:///home/conda/feedstock_root/build_artifacts/toolz_1733736030883/work
-torch==2.8.0
-tornado @ file:///croot/tornado_1748956929273/work
+torch==2.9.1
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 tqdm==4.67.1
-traitlets @ file:///home/conda/feedstock_root/build_artifacts/traitlets_1733367359838/work
 traittypes==0.2.1
-triton==3.4.0
-types-python-dateutil @ file:///home/conda/feedstock_root/build_artifacts/types-python-dateutil_1759899809376/work
+triton==3.5.1
 typing-inspection==0.4.1
-typing_extensions @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_typing_extensions_1756220668/work
-typing_utils @ file:///home/conda/feedstock_root/build_artifacts/typing_utils_1733331286120/work
-tzdata @ file:///croot/python-tzdata_1746123641790/work
 uc-micro-py==1.0.3
-unicodedata2 @ file:///croot/unicodedata2_1736541023050/work
-uri-template @ file:///home/conda/feedstock_root/build_artifacts/uri-template_1733323593477/work/dist
-urllib3 @ file:///croot/urllib3_1750775463400/work
 uvicorn==0.38.0
-wcwidth @ file:///home/conda/feedstock_root/build_artifacts/wcwidth_1733231326287/work
-webcolors @ file:///home/conda/feedstock_root/build_artifacts/webcolors_1733359735138/work
-webencodings @ file:///home/conda/feedstock_root/build_artifacts/webencodings_1733236011802/work
-websocket-client @ file:///home/conda/feedstock_root/build_artifacts/websocket-client_1759928050786/work
 Werkzeug==3.1.3
 widgetsnbextension==4.0.14
-wrapt @ file:///home/conda/feedstock_root/build_artifacts/wrapt_1651495243689/work
-xarray @ file:///home/conda/feedstock_root/build_artifacts/xarray_1749743207754/work
 xgboost==3.1.2
-xyzservices @ file:///croot/xyzservices_1675159059961/work
 yarl==1.20.1
-zarr @ file:///home/conda/feedstock_root/build_artifacts/zarr_1733237197728/work
-zict @ file:///home/conda/feedstock_root/build_artifacts/zict_1733261551178/work
-zipp @ file:///home/conda/feedstock_root/build_artifacts/zipp_1749421620841/work
diff --git a/requirement.txt.backup b/requirement.txt.backup
new file mode 100644
index 0000000..a5d379a
--- /dev/null
+++ b/requirement.txt.backup
@@ -0,0 +1,313 @@
+affine @ file:///home/conda/feedstock_root/build_artifacts/affine_1733762038348/work
+aiobotocore==2.25.0
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+antimeridian @ file:///home/conda/feedstock_root/build_artifacts/antimeridian_1753706324394/work
+anyio @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_anyio_1758634638/work
+argon2-cffi @ file:///home/conda/feedstock_root/build_artifacts/argon2-cffi_1749017159514/work
+argon2-cffi-bindings @ file:///home/conda/feedstock_root/build_artifacts/argon2-cffi-bindings_1649500328244/work
+arrow @ file:///home/conda/feedstock_root/build_artifacts/arrow_1733584251875/work
+asciitree==0.3.3
+asttokens @ file:///home/conda/feedstock_root/build_artifacts/asttokens_1733250440834/work
+async-lru @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_async-lru_1742153708/work
+async-timeout==3.0.1
+attrs @ file:///home/conda/feedstock_root/build_artifacts/attrs_1741918516150/work
+babel @ file:///home/conda/feedstock_root/build_artifacts/babel_1738490167835/work
+beautifulsoup4 @ file:///home/conda/feedstock_root/build_artifacts/beautifulsoup4_1759146011391/work
+bleach @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_bleach_1737382993/work
+blinker==1.9.0
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+botocore==1.40.49
+Bottleneck @ file:///croot/bottleneck_1731058641041/work
+branca @ file:///croot/branca_1675157607453/work
+Brotli @ file:///croot/brotli-split_1736182456865/work
+brotlicffi @ file:///croot/brotlicffi_1736182461069/work
+cached-property @ file:///home/conda/feedstock_root/build_artifacts/cached_property_1615209429212/work
+cachetools==6.2.0
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+certifi @ file:///home/conda/feedstock_root/build_artifacts/certifi_1762976168352/work/certifi
+cffi @ file:///croot/cffi_1736182485317/work
+cftime @ file:///home/conda/feedstock_root/build_artifacts/cftime_1649636873066/work
+chardet @ file:///home/conda/feedstock_root/build_artifacts/chardet_1649184137891/work
+charset-normalizer @ file:///croot/charset-normalizer_1721748349566/work
+ciso8601==2.3.3
+click @ file:///home/conda/feedstock_root/build_artifacts/click_1747811314515/work
+click-plugins @ file:///home/conda/feedstock_root/build_artifacts/click-plugins_1750848229740/work
+cligj @ file:///home/conda/feedstock_root/build_artifacts/cligj_1733749956636/work
+cloudpickle @ file:///home/conda/feedstock_root/build_artifacts/cloudpickle_1736947526808/work
+colorama==0.4.6
+colorcet==3.1.0
+comm @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_comm_1753453984/work
+contourpy @ file:///croot/contourpy_1732540045555/work
+cycler @ file:///tmp/build/80754af9/cycler_1637851556182/work
+cytoolz==0.11.2
+dask @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_dask-core_1760473436/work
+dask-gateway @ file:///Users/runner/miniforge3/conda-bld/bld/rattler-build_dask-gateway_1744370153/work/dask-gateway
+dask-glm @ file:///home/conda/feedstock_root/build_artifacts/dask-glm_1701346265909/work
+dask-image==2024.5.3
+dask-ml @ file:///home/conda/feedstock_root/build_artifacts/dask-ml_1679705292494/work
+datacube==1.8.15
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+debugpy @ file:///home/task_175706711740264/conda-bld/debugpy_1757067131873/work
+decorator @ file:///home/conda/feedstock_root/build_artifacts/decorator_1740384970518/work
+deepdiff==8.6.1
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+deprecat @ file:///home/conda/feedstock_root/build_artifacts/deprecat_1734684036993/work
+distributed @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_distributed_1760476147/work
+eo-tides==0.8.2
+exceptiongroup @ file:///home/conda/feedstock_root/build_artifacts/exceptiongroup_1746947292760/work
+executing @ file:///home/conda/feedstock_root/build_artifacts/executing_1756729339227/work
+fastapi==0.124.3
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+fastjsonschema @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_python-fastjsonschema_1755304154/work/dist
+filelock==3.19.1
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+fonttools @ file:///croot/fonttools_1737039080035/work
+fqdn @ file:///home/conda/feedstock_root/build_artifacts/fqdn_1733327382592/work/dist
+frozenlist==1.7.0
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+GDAL @ file:///croot/gdal-split_1734448174900/work/build/swig/python
+GeoAlchemy2 @ file:///home/conda/feedstock_root/build_artifacts/geoalchemy2_1753372953474/work
+geographiclib==2.1
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+h11 @ file:///home/conda/feedstock_root/build_artifacts/h11_1745526374115/work
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+httpcore @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_httpcore_1745602916/work
+httpx @ file:///home/conda/feedstock_root/build_artifacts/httpx_1733663348460/work
+hvplot==0.12.1
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+idna==3.10
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+ipykernel @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_ipykernel_1760459840/work
+ipyleaflet==0.20.0
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+isoduration @ file:///home/conda/feedstock_root/build_artifacts/isoduration_1733493628631/work/dist
+itsdangerous==2.2.0
+jedi @ file:///home/conda/feedstock_root/build_artifacts/jedi_1733300866624/work
+Jinja2 @ file:///croot/jinja2_1741710844255/work
+jmespath @ file:///home/conda/feedstock_root/build_artifacts/jmespath_1733229141657/work
+joblib @ file:///home/conda/feedstock_root/build_artifacts/joblib_1756321760188/work
+json5 @ file:///home/conda/feedstock_root/build_artifacts/json5_1755034879854/work
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+jsonschema @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_jsonschema_1755595646/work
+jsonschema-specifications==2025.4.1
+jupyter-events @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_jupyter_events_1738765986/work
+jupyter-leaflet==0.20.0
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+jupyter_core @ file:///home/conda/feedstock_root/build_artifacts/jupyter_core_1748333051527/work
+jupyter_server @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_jupyter_server_1755870522/work
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+jupyterlab_widgets==3.0.15
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+lark==1.2.2
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+locket @ file:///home/conda/feedstock_root/build_artifacts/locket_1650660393415/work
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+Mako @ file:///home/conda/feedstock_root/build_artifacts/mako_1744317760971/work
+mapclassify @ file:///croot/mapclassify_1675157730177/work
+Markdown==3.9
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+rioxarray @ file:///home/conda/feedstock_root/build_artifacts/rioxarray_1737140588464/work
+rpds-py @ file:///croot/rpds-py_1736541261634/work
+ruamel.yaml @ file:///home/conda/feedstock_root/build_artifacts/ruamel.yaml_1649033201098/work
+ruamel.yaml.clib==0.2.12
+s3fs==2025.9.0
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+scipy @ file:///croot/scipy_1747238027288/work/dist/scipy-1.15.3-cp310-cp310-linux_x86_64.whl#sha256=2a791554880ad4f358fcc4cd2a982ffe1e9d472e9241011216b2be797457f1f9
+seaborn==0.13.2
+Send2Trash @ file:///home/conda/feedstock_root/build_artifacts/send2trash_1733322040660/work
+setuptools-scm==9.2.0
+shapely @ file:///croot/shapely_1754380812723/work
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+sip @ file:///croot/sip_1738856193618/work
+six==1.17.0
+slicerator==1.1.0
+sniffio @ file:///home/conda/feedstock_root/build_artifacts/sniffio_1733244044561/work
+snuggs @ file:///home/conda/feedstock_root/build_artifacts/snuggs_1733818638588/work
+sortedcontainers @ file:///home/conda/feedstock_root/build_artifacts/sortedcontainers_1738440353519/work
+soupsieve @ file:///home/conda/feedstock_root/build_artifacts/soupsieve_1756330469801/work
+sparse @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_sparse_1747799051/work
+SQLAlchemy==1.4.54
+stack_data @ file:///home/conda/feedstock_root/build_artifacts/stack_data_1733569443808/work
+starlette==0.50.0
+sympy==1.14.0
+tblib @ file:///home/conda/feedstock_root/build_artifacts/tblib_1743515515538/work
+terminado @ file:///home/conda/feedstock_root/build_artifacts/terminado_1710262609923/work
+text-unidecode==1.3
+threadpoolctl @ file:///home/conda/feedstock_root/build_artifacts/threadpoolctl_1741878222898/work
+tifffile==2025.5.10
+timescale==0.0.9
+timezonefinder==8.0.0
+tinycss2 @ file:///home/conda/feedstock_root/build_artifacts/tinycss2_1729802851396/work
+tomli @ file:///croot/tomli_1753774587605/work
+toolz @ file:///home/conda/feedstock_root/build_artifacts/toolz_1733736030883/work
+torch==2.9.1
+torchvision==0.24.1
+tornado @ file:///croot/tornado_1748956929273/work
+tqdm==4.67.1
+traitlets @ file:///home/conda/feedstock_root/build_artifacts/traitlets_1733367359838/work
+traittypes==0.2.1
+triton==3.5.1
+types-python-dateutil @ file:///home/conda/feedstock_root/build_artifacts/types-python-dateutil_1759899809376/work
+typing-inspection==0.4.1
+typing_extensions @ file:///home/conda/feedstock_root/build_artifacts/bld/rattler-build_typing_extensions_1756220668/work
+typing_utils @ file:///home/conda/feedstock_root/build_artifacts/typing_utils_1733331286120/work
+tzdata @ file:///croot/python-tzdata_1746123641790/work
+uc-micro-py==1.0.3
+unicodedata2 @ file:///croot/unicodedata2_1736541023050/work
+uri-template @ file:///home/conda/feedstock_root/build_artifacts/uri-template_1733323593477/work/dist
+urllib3 @ file:///croot/urllib3_1750775463400/work
+uvicorn==0.38.0
+wcwidth @ file:///home/conda/feedstock_root/build_artifacts/wcwidth_1733231326287/work
+webcolors @ file:///home/conda/feedstock_root/build_artifacts/webcolors_1733359735138/work
+webencodings @ file:///home/conda/feedstock_root/build_artifacts/webencodings_1733236011802/work
+websocket-client @ file:///home/conda/feedstock_root/build_artifacts/websocket-client_1759928050786/work
+Werkzeug==3.1.3
+widgetsnbextension==4.0.14
+wrapt @ file:///home/conda/feedstock_root/build_artifacts/wrapt_1651495243689/work
+xarray @ file:///home/conda/feedstock_root/build_artifacts/xarray_1749743207754/work
+xgboost==3.1.2
+xyzservices @ file:///croot/xyzservices_1675159059961/work
+yarl==1.20.1
+zarr @ file:///home/conda/feedstock_root/build_artifacts/zarr_1733237197728/work
+zict @ file:///home/conda/feedstock_root/build_artifacts/zict_1733261551178/work
+zipp @ file:///home/conda/feedstock_root/build_artifacts/zipp_1749421620841/work
diff --git a/requirements_clean.txt b/requirements_clean.txt
new file mode 100644
index 0000000..ed03b98
--- /dev/null
+++ b/requirements_clean.txt
@@ -0,0 +1,142 @@
+aiobotocore==2.25.0
+aiohappyeyeballs==2.6.1
+aiohttp==3.12.15
+aioitertools==0.12.0
+aiosignal==1.4.0
+alembic==1.16.5
+annotated-doc==0.0.4
+annotated-types==0.7.0
+asciitree==0.3.3
+async-timeout==3.0.1
+blinker==1.9.0
+bokeh==3.7.3
+boto3==1.40.18
+botocore==1.40.49
+cachetools==6.2.0
+Cartopy==0.25.0
+ciso8601==2.3.3
+colorama==0.4.6
+colorcet==3.1.0
+cytoolz==0.11.2
+dask-image==2024.5.3
+datacube==1.9.4
+datacube_ows==1.9.4
+datashader==0.18.2
+dea-tools==0.3.0
+deepdiff==8.6.1
+eo-tides==0.8.2
+fastapi==0.124.3
+filelock==3.19.1
+fiona==1.10.1
+Flask==3.1.2
+flask-babel==4.0.0
+flatbuffers==25.2.10
+folium==0.20.0
+frozenlist==1.7.0
+geographiclib==2.1
+geojson==3.2.0
+geomad==1.0.0
+geopy==2.4.1
+git-filter-repo==2.47.0
+h3==4.3.1
+hdstats==0.2.1
+holoviews==1.21.0
+hvplot==0.12.1
+idna==3.10
+imagecodecs==2025.3.30
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+itsdangerous==2.2.0
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+nvidia-cublas-cu12==12.8.4.1
+nvidia-cuda-cupti-cu12==12.8.90
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+nvidia-cuda-runtime-cu12==12.8.90
+nvidia-cudnn-cu12==9.10.2.21
+nvidia-cufft-cu12==11.3.3.83
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+nvidia-curand-cu12==10.3.9.90
+nvidia-cusolver-cu12==11.7.3.90
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+nvidia-nvjitlink-cu12==12.8.93
+nvidia-nvshmem-cu12==3.3.20
+nvidia-nvtx-cu12==12.8.90
+odc-algo==0.2.3
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+pystac-client==0.9.0
+python-dateutil==2.9.0.post0
+python-dotenv==1.1.1
+python-multipart==0.0.21
+python-slugify==8.0.4
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+regex==2025.9.1
+rfc3987==1.3.8
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+typing-inspection==0.4.1
+uc-micro-py==1.0.3
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+xgboost==3.1.2
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