├── .all-contributorsrc ├── .github └── workflows │ └── deploy.yml ├── .gitignore ├── .obsidian ├── app.json ├── appearance.json ├── community-plugins.json ├── core-plugins-migration.json ├── core-plugins.json ├── graph.json └── plugins │ └── obsidian-git │ ├── data.json │ ├── main.js │ ├── manifest.json │ └── styles.css ├── CITATION.cff ├── CONTRIBUTING.md ├── CONTRIBUTORS.md ├── LICENSE ├── README.md ├── environment.yml ├── icons ├── cnc_3icons.svg ├── cnc_3icons_discover_circle.svg ├── cnc_3icons_process_circle.svg ├── cnc_3icons_share_cirlce.svg ├── cnc_icon_discover.svg ├── cnc_icon_process.svg └── cnc_icon_share.svg └── lectures ├── 0_introduction ├── 0_introduction.md └── exercises │ └── 0_login.ipynb ├── 1.1_intro_platform ├── 1.1_intro_platform.md └── assets │ ├── 01_nocloud.png │ ├── 02_cloudprovider.png │ ├── 03_eoplatform.png │ ├── cloud-provider.png │ ├── data-volume-1.png │ ├── data-volume-2.png │ └── data-volume-3.png ├── 1.2_data_cube ├── 1.2_data_cube.md └── assets │ ├── datacubes_economy.png │ ├── dc_flat.png │ └── dc_timeseries.png ├── 1.3_openscience ├── 1.3.1_openscienceandfair.md ├── 1.3.2_opendataopensource.md ├── 1.3.3_openscienceineo.md └── assets │ ├── 1.3_opensciencejourney.gif │ └── esa_vision_openscience.jpg ├── 2.1_data_discovery ├── 2.1_data_discovery.md └── assets │ ├── cdse_search.jpg │ ├── data_types.jpg │ ├── geometry_upload.png │ ├── sardinia.geojson │ ├── stac_hierarchy.png │ ├── stac_leafmap.jpg │ ├── stac_leafmap.mp4 │ └── vidimg_2.1.3_ogccsw_stac.jpg ├── 2.2_data_properties ├── 2.2_data_properties.md ├── assets │ └── stac_standartization.jpg └── exercises │ └── 22_data_properties.ipynb ├── 2.3_data_access ├── 2.3_data_access.md ├── assets │ ├── cropped │ ├── dc_aggregate_space.png │ ├── dc_apply_dim_ts.png │ ├── dc_apply_kernel.png │ ├── dc_apply_ts.png │ ├── dc_apply_unary.png │ ├── dc_filter.png │ ├── dc_flat.png │ ├── dc_reduce.png │ ├── dc_resample_space.png │ ├── dc_resample_time.png │ ├── dc_timeseries.png │ ├── openeo_collection_description.html │ └── vector.png └── exercises │ ├── openeo │ ├── 23_openeo_data_access_aggregate.ipynb │ ├── 23_openeo_data_access_apply.ipynb │ ├── 23_openeo_data_access_filter.ipynb │ ├── 23_openeo_data_access_lazy_loading.ipynb │ ├── 23_openeo_data_access_reduce.ipynb │ └── 23_openeo_data_access_resample.ipynb │ └── pangeo │ ├── 23_pangeo_data_access_aggregate.ipynb │ ├── 23_pangeo_data_access_apply.ipynb │ ├── 23_pangeo_data_access_filter.ipynb │ ├── 23_pangeo_data_access_lazy_loading.ipynb │ ├── 23_pangeo_data_access_reduce.ipynb │ ├── 23_pangeo_data_access_resample.ipynb │ └── region.geojson ├── 2.4_formats_and_performance ├── 2.4_formats_and_performance.md └── exercises │ ├── 24_chunking.ipynb │ ├── 24_dask.ipynb │ ├── 24_energy_consumption.ipynb │ ├── assets │ ├── boxchunking.png │ ├── catchment_outline.geojson │ ├── chunk_original.png │ ├── chunked.png │ ├── codecarbon_utils.py │ ├── dashboardlink.png │ ├── dask-xarray-explained.png │ ├── dasklab.png │ ├── datasize.png │ ├── energy.html │ ├── exampledasklab.png │ ├── lightbulb.svg │ ├── marsrover.svg │ ├── notchunked.png │ ├── smartwatch.svg │ └── spatialchunking.png │ └── codecarbon_utils.py ├── 3.1_data_processing ├── 3.1_data_processing.md └── exercises │ ├── 31_data │ └── catchment_outline.geojson │ ├── 31_data_processing_openeo.ipynb │ ├── 31_data_processing_pangeo.ipynb │ ├── 31_results │ ├── job-results.json │ ├── snowmap_cloudfree_1d.nc │ └── timeseries.json │ └── _alternatives │ ├── 31_data_processing_cdse.rmd │ ├── 31_data_processing_openEO_Platform.ipynb │ └── 31_data_processing_stac.ipynb ├── 3.2_validation ├── 3.2_validation.md ├── assets │ └── distribution_map.png └── exercises │ ├── 32_data │ ├── ADO_DSC_ITH1_0025.csv │ ├── catchment_outline.geojson │ ├── data_daily_IT_BZ.csv │ ├── filtered_snow_perc.csv │ └── meta_all.csv │ ├── 32_validation_openeo.ipynb │ ├── 32_validation_pangeo.ipynb │ ├── _32_openeo_utilities.py │ └── _32_pangeo_utilities.py ├── 3.3_data_sharing ├── 3.3_data_sharing.md └── exercises │ ├── 33_data_sharing_openeo.ipynb │ ├── 33_data_sharing_pangeo.ipynb │ ├── 33_results │ ├── job-results.json │ ├── openEO.tif │ ├── openEO_uint8.tif │ └── stac_item.json │ ├── _33_cubes_utilities.py │ └── _33_pangeo_utilities.py ├── 9.9_master_asi_conae ├── ADO_DSC_ITH1_0025.csv ├── catchment_outline.geojson ├── s2_sca.ipynb ├── s2_sca_ts_cloudfree.csv └── test │ ├── ADO_DSC_ITH1_0025.geojson │ ├── s1.ipynb │ ├── s2_sca_sh.ipynb │ ├── s2_snowcover_test.ipynb │ ├── s3_ndsi.ipynb │ └── test_s1_s3.ipynb ├── README.md ├── _config.yml ├── _toc.yml ├── logo.png └── references.bib /.all-contributorsrc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/.all-contributorsrc -------------------------------------------------------------------------------- /.github/workflows/deploy.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/.github/workflows/deploy.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/.gitignore -------------------------------------------------------------------------------- /.obsidian/app.json: -------------------------------------------------------------------------------- 1 | {} -------------------------------------------------------------------------------- /.obsidian/appearance.json: -------------------------------------------------------------------------------- 1 | { 2 | "accentColor": "" 3 | } -------------------------------------------------------------------------------- /.obsidian/community-plugins.json: -------------------------------------------------------------------------------- 1 | [ 2 | "obsidian-git" 3 | ] -------------------------------------------------------------------------------- /.obsidian/core-plugins-migration.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/.obsidian/core-plugins-migration.json -------------------------------------------------------------------------------- /.obsidian/core-plugins.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/.obsidian/core-plugins.json -------------------------------------------------------------------------------- /.obsidian/graph.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/.obsidian/graph.json -------------------------------------------------------------------------------- /.obsidian/plugins/obsidian-git/data.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/.obsidian/plugins/obsidian-git/data.json -------------------------------------------------------------------------------- /.obsidian/plugins/obsidian-git/main.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/.obsidian/plugins/obsidian-git/main.js -------------------------------------------------------------------------------- /.obsidian/plugins/obsidian-git/manifest.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/.obsidian/plugins/obsidian-git/manifest.json -------------------------------------------------------------------------------- /.obsidian/plugins/obsidian-git/styles.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/.obsidian/plugins/obsidian-git/styles.css -------------------------------------------------------------------------------- /CITATION.cff: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/CITATION.cff -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /CONTRIBUTORS.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/CONTRIBUTORS.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/README.md -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/environment.yml -------------------------------------------------------------------------------- /icons/cnc_3icons.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/icons/cnc_3icons.svg -------------------------------------------------------------------------------- /icons/cnc_3icons_discover_circle.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/icons/cnc_3icons_discover_circle.svg -------------------------------------------------------------------------------- /icons/cnc_3icons_process_circle.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/icons/cnc_3icons_process_circle.svg -------------------------------------------------------------------------------- /icons/cnc_3icons_share_cirlce.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/icons/cnc_3icons_share_cirlce.svg -------------------------------------------------------------------------------- /icons/cnc_icon_discover.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/icons/cnc_icon_discover.svg -------------------------------------------------------------------------------- /icons/cnc_icon_process.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/icons/cnc_icon_process.svg -------------------------------------------------------------------------------- /icons/cnc_icon_share.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/icons/cnc_icon_share.svg -------------------------------------------------------------------------------- /lectures/0_introduction/0_introduction.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/0_introduction/0_introduction.md -------------------------------------------------------------------------------- /lectures/0_introduction/exercises/0_login.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/0_introduction/exercises/0_login.ipynb -------------------------------------------------------------------------------- /lectures/1.1_intro_platform/1.1_intro_platform.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.1_intro_platform/1.1_intro_platform.md -------------------------------------------------------------------------------- /lectures/1.1_intro_platform/assets/01_nocloud.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.1_intro_platform/assets/01_nocloud.png -------------------------------------------------------------------------------- /lectures/1.1_intro_platform/assets/02_cloudprovider.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.1_intro_platform/assets/02_cloudprovider.png -------------------------------------------------------------------------------- /lectures/1.1_intro_platform/assets/03_eoplatform.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.1_intro_platform/assets/03_eoplatform.png -------------------------------------------------------------------------------- /lectures/1.1_intro_platform/assets/cloud-provider.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.1_intro_platform/assets/cloud-provider.png -------------------------------------------------------------------------------- /lectures/1.1_intro_platform/assets/data-volume-1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.1_intro_platform/assets/data-volume-1.png -------------------------------------------------------------------------------- /lectures/1.1_intro_platform/assets/data-volume-2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.1_intro_platform/assets/data-volume-2.png -------------------------------------------------------------------------------- /lectures/1.1_intro_platform/assets/data-volume-3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.1_intro_platform/assets/data-volume-3.png -------------------------------------------------------------------------------- /lectures/1.2_data_cube/1.2_data_cube.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.2_data_cube/1.2_data_cube.md -------------------------------------------------------------------------------- /lectures/1.2_data_cube/assets/datacubes_economy.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.2_data_cube/assets/datacubes_economy.png -------------------------------------------------------------------------------- /lectures/1.2_data_cube/assets/dc_flat.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.2_data_cube/assets/dc_flat.png -------------------------------------------------------------------------------- /lectures/1.2_data_cube/assets/dc_timeseries.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.2_data_cube/assets/dc_timeseries.png -------------------------------------------------------------------------------- /lectures/1.3_openscience/1.3.1_openscienceandfair.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.3_openscience/1.3.1_openscienceandfair.md -------------------------------------------------------------------------------- /lectures/1.3_openscience/1.3.2_opendataopensource.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.3_openscience/1.3.2_opendataopensource.md -------------------------------------------------------------------------------- /lectures/1.3_openscience/1.3.3_openscienceineo.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.3_openscience/1.3.3_openscienceineo.md -------------------------------------------------------------------------------- /lectures/1.3_openscience/assets/1.3_opensciencejourney.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.3_openscience/assets/1.3_opensciencejourney.gif -------------------------------------------------------------------------------- /lectures/1.3_openscience/assets/esa_vision_openscience.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/1.3_openscience/assets/esa_vision_openscience.jpg -------------------------------------------------------------------------------- /lectures/2.1_data_discovery/2.1_data_discovery.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.1_data_discovery/2.1_data_discovery.md -------------------------------------------------------------------------------- /lectures/2.1_data_discovery/assets/cdse_search.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.1_data_discovery/assets/cdse_search.jpg -------------------------------------------------------------------------------- /lectures/2.1_data_discovery/assets/data_types.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.1_data_discovery/assets/data_types.jpg -------------------------------------------------------------------------------- /lectures/2.1_data_discovery/assets/geometry_upload.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.1_data_discovery/assets/geometry_upload.png -------------------------------------------------------------------------------- /lectures/2.1_data_discovery/assets/sardinia.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.1_data_discovery/assets/sardinia.geojson -------------------------------------------------------------------------------- /lectures/2.1_data_discovery/assets/stac_hierarchy.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.1_data_discovery/assets/stac_hierarchy.png -------------------------------------------------------------------------------- /lectures/2.1_data_discovery/assets/stac_leafmap.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.1_data_discovery/assets/stac_leafmap.jpg -------------------------------------------------------------------------------- /lectures/2.1_data_discovery/assets/stac_leafmap.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.1_data_discovery/assets/stac_leafmap.mp4 -------------------------------------------------------------------------------- /lectures/2.1_data_discovery/assets/vidimg_2.1.3_ogccsw_stac.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.1_data_discovery/assets/vidimg_2.1.3_ogccsw_stac.jpg -------------------------------------------------------------------------------- /lectures/2.2_data_properties/2.2_data_properties.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.2_data_properties/2.2_data_properties.md -------------------------------------------------------------------------------- /lectures/2.2_data_properties/assets/stac_standartization.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.2_data_properties/assets/stac_standartization.jpg -------------------------------------------------------------------------------- /lectures/2.2_data_properties/exercises/22_data_properties.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.2_data_properties/exercises/22_data_properties.ipynb -------------------------------------------------------------------------------- /lectures/2.3_data_access/2.3_data_access.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/2.3_data_access.md -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/cropped: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/dc_aggregate_space.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/assets/dc_aggregate_space.png -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/dc_apply_dim_ts.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/assets/dc_apply_dim_ts.png -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/dc_apply_kernel.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/assets/dc_apply_kernel.png -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/dc_apply_ts.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/assets/dc_apply_ts.png -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/dc_apply_unary.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/assets/dc_apply_unary.png -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/dc_filter.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/assets/dc_filter.png -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/dc_flat.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/assets/dc_flat.png -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/dc_reduce.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/assets/dc_reduce.png -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/dc_resample_space.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/assets/dc_resample_space.png -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/dc_resample_time.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/assets/dc_resample_time.png -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/dc_timeseries.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/assets/dc_timeseries.png -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/openeo_collection_description.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/assets/openeo_collection_description.html -------------------------------------------------------------------------------- /lectures/2.3_data_access/assets/vector.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/assets/vector.png -------------------------------------------------------------------------------- /lectures/2.3_data_access/exercises/openeo/23_openeo_data_access_aggregate.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/exercises/openeo/23_openeo_data_access_aggregate.ipynb -------------------------------------------------------------------------------- /lectures/2.3_data_access/exercises/openeo/23_openeo_data_access_apply.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/exercises/openeo/23_openeo_data_access_apply.ipynb -------------------------------------------------------------------------------- /lectures/2.3_data_access/exercises/openeo/23_openeo_data_access_filter.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/exercises/openeo/23_openeo_data_access_filter.ipynb -------------------------------------------------------------------------------- /lectures/2.3_data_access/exercises/openeo/23_openeo_data_access_lazy_loading.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/exercises/openeo/23_openeo_data_access_lazy_loading.ipynb -------------------------------------------------------------------------------- /lectures/2.3_data_access/exercises/openeo/23_openeo_data_access_reduce.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/exercises/openeo/23_openeo_data_access_reduce.ipynb -------------------------------------------------------------------------------- /lectures/2.3_data_access/exercises/openeo/23_openeo_data_access_resample.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/exercises/openeo/23_openeo_data_access_resample.ipynb -------------------------------------------------------------------------------- /lectures/2.3_data_access/exercises/pangeo/23_pangeo_data_access_aggregate.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/exercises/pangeo/23_pangeo_data_access_aggregate.ipynb -------------------------------------------------------------------------------- /lectures/2.3_data_access/exercises/pangeo/23_pangeo_data_access_apply.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/exercises/pangeo/23_pangeo_data_access_apply.ipynb -------------------------------------------------------------------------------- /lectures/2.3_data_access/exercises/pangeo/23_pangeo_data_access_filter.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/exercises/pangeo/23_pangeo_data_access_filter.ipynb -------------------------------------------------------------------------------- /lectures/2.3_data_access/exercises/pangeo/23_pangeo_data_access_lazy_loading.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/exercises/pangeo/23_pangeo_data_access_lazy_loading.ipynb -------------------------------------------------------------------------------- /lectures/2.3_data_access/exercises/pangeo/23_pangeo_data_access_reduce.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/exercises/pangeo/23_pangeo_data_access_reduce.ipynb -------------------------------------------------------------------------------- /lectures/2.3_data_access/exercises/pangeo/23_pangeo_data_access_resample.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/exercises/pangeo/23_pangeo_data_access_resample.ipynb -------------------------------------------------------------------------------- /lectures/2.3_data_access/exercises/pangeo/region.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.3_data_access/exercises/pangeo/region.geojson -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/2.4_formats_and_performance.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/2.4_formats_and_performance.md -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/24_chunking.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/24_chunking.ipynb -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/24_dask.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/24_dask.ipynb -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/24_energy_consumption.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/24_energy_consumption.ipynb -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/boxchunking.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/boxchunking.png -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/catchment_outline.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/catchment_outline.geojson -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/chunk_original.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/chunk_original.png -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/chunked.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/chunked.png -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/codecarbon_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/codecarbon_utils.py -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/dashboardlink.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/dashboardlink.png -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/dask-xarray-explained.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/dask-xarray-explained.png -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/dasklab.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/dasklab.png -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/datasize.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/datasize.png -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/energy.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/energy.html -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/exampledasklab.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/exampledasklab.png -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/lightbulb.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/lightbulb.svg -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/marsrover.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/marsrover.svg -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/notchunked.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/notchunked.png -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/smartwatch.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/smartwatch.svg -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/assets/spatialchunking.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/assets/spatialchunking.png -------------------------------------------------------------------------------- /lectures/2.4_formats_and_performance/exercises/codecarbon_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/2.4_formats_and_performance/exercises/codecarbon_utils.py -------------------------------------------------------------------------------- /lectures/3.1_data_processing/3.1_data_processing.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.1_data_processing/3.1_data_processing.md -------------------------------------------------------------------------------- /lectures/3.1_data_processing/exercises/31_data/catchment_outline.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.1_data_processing/exercises/31_data/catchment_outline.geojson -------------------------------------------------------------------------------- /lectures/3.1_data_processing/exercises/31_data_processing_openeo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.1_data_processing/exercises/31_data_processing_openeo.ipynb -------------------------------------------------------------------------------- /lectures/3.1_data_processing/exercises/31_data_processing_pangeo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.1_data_processing/exercises/31_data_processing_pangeo.ipynb -------------------------------------------------------------------------------- /lectures/3.1_data_processing/exercises/31_results/job-results.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.1_data_processing/exercises/31_results/job-results.json -------------------------------------------------------------------------------- /lectures/3.1_data_processing/exercises/31_results/snowmap_cloudfree_1d.nc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.1_data_processing/exercises/31_results/snowmap_cloudfree_1d.nc -------------------------------------------------------------------------------- /lectures/3.1_data_processing/exercises/31_results/timeseries.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.1_data_processing/exercises/31_results/timeseries.json -------------------------------------------------------------------------------- /lectures/3.1_data_processing/exercises/_alternatives/31_data_processing_cdse.rmd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.1_data_processing/exercises/_alternatives/31_data_processing_cdse.rmd -------------------------------------------------------------------------------- /lectures/3.1_data_processing/exercises/_alternatives/31_data_processing_openEO_Platform.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.1_data_processing/exercises/_alternatives/31_data_processing_openEO_Platform.ipynb -------------------------------------------------------------------------------- /lectures/3.1_data_processing/exercises/_alternatives/31_data_processing_stac.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.1_data_processing/exercises/_alternatives/31_data_processing_stac.ipynb -------------------------------------------------------------------------------- /lectures/3.2_validation/3.2_validation.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.2_validation/3.2_validation.md -------------------------------------------------------------------------------- /lectures/3.2_validation/assets/distribution_map.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.2_validation/assets/distribution_map.png -------------------------------------------------------------------------------- /lectures/3.2_validation/exercises/32_data/ADO_DSC_ITH1_0025.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.2_validation/exercises/32_data/ADO_DSC_ITH1_0025.csv -------------------------------------------------------------------------------- /lectures/3.2_validation/exercises/32_data/catchment_outline.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.2_validation/exercises/32_data/catchment_outline.geojson -------------------------------------------------------------------------------- /lectures/3.2_validation/exercises/32_data/data_daily_IT_BZ.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.2_validation/exercises/32_data/data_daily_IT_BZ.csv -------------------------------------------------------------------------------- /lectures/3.2_validation/exercises/32_data/filtered_snow_perc.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.2_validation/exercises/32_data/filtered_snow_perc.csv -------------------------------------------------------------------------------- /lectures/3.2_validation/exercises/32_data/meta_all.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.2_validation/exercises/32_data/meta_all.csv -------------------------------------------------------------------------------- /lectures/3.2_validation/exercises/32_validation_openeo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.2_validation/exercises/32_validation_openeo.ipynb -------------------------------------------------------------------------------- /lectures/3.2_validation/exercises/32_validation_pangeo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.2_validation/exercises/32_validation_pangeo.ipynb -------------------------------------------------------------------------------- /lectures/3.2_validation/exercises/_32_openeo_utilities.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.2_validation/exercises/_32_openeo_utilities.py -------------------------------------------------------------------------------- /lectures/3.2_validation/exercises/_32_pangeo_utilities.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.2_validation/exercises/_32_pangeo_utilities.py -------------------------------------------------------------------------------- /lectures/3.3_data_sharing/3.3_data_sharing.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.3_data_sharing/3.3_data_sharing.md -------------------------------------------------------------------------------- /lectures/3.3_data_sharing/exercises/33_data_sharing_openeo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.3_data_sharing/exercises/33_data_sharing_openeo.ipynb -------------------------------------------------------------------------------- /lectures/3.3_data_sharing/exercises/33_data_sharing_pangeo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.3_data_sharing/exercises/33_data_sharing_pangeo.ipynb -------------------------------------------------------------------------------- /lectures/3.3_data_sharing/exercises/33_results/job-results.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.3_data_sharing/exercises/33_results/job-results.json -------------------------------------------------------------------------------- /lectures/3.3_data_sharing/exercises/33_results/openEO.tif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.3_data_sharing/exercises/33_results/openEO.tif -------------------------------------------------------------------------------- /lectures/3.3_data_sharing/exercises/33_results/openEO_uint8.tif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.3_data_sharing/exercises/33_results/openEO_uint8.tif -------------------------------------------------------------------------------- /lectures/3.3_data_sharing/exercises/33_results/stac_item.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.3_data_sharing/exercises/33_results/stac_item.json -------------------------------------------------------------------------------- /lectures/3.3_data_sharing/exercises/_33_cubes_utilities.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.3_data_sharing/exercises/_33_cubes_utilities.py -------------------------------------------------------------------------------- /lectures/3.3_data_sharing/exercises/_33_pangeo_utilities.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/3.3_data_sharing/exercises/_33_pangeo_utilities.py -------------------------------------------------------------------------------- /lectures/9.9_master_asi_conae/ADO_DSC_ITH1_0025.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/9.9_master_asi_conae/ADO_DSC_ITH1_0025.csv -------------------------------------------------------------------------------- /lectures/9.9_master_asi_conae/catchment_outline.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/9.9_master_asi_conae/catchment_outline.geojson -------------------------------------------------------------------------------- /lectures/9.9_master_asi_conae/s2_sca.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/9.9_master_asi_conae/s2_sca.ipynb -------------------------------------------------------------------------------- /lectures/9.9_master_asi_conae/s2_sca_ts_cloudfree.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/9.9_master_asi_conae/s2_sca_ts_cloudfree.csv -------------------------------------------------------------------------------- /lectures/9.9_master_asi_conae/test/ADO_DSC_ITH1_0025.geojson: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/9.9_master_asi_conae/test/ADO_DSC_ITH1_0025.geojson -------------------------------------------------------------------------------- /lectures/9.9_master_asi_conae/test/s1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/9.9_master_asi_conae/test/s1.ipynb -------------------------------------------------------------------------------- /lectures/9.9_master_asi_conae/test/s2_sca_sh.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/9.9_master_asi_conae/test/s2_sca_sh.ipynb -------------------------------------------------------------------------------- /lectures/9.9_master_asi_conae/test/s2_snowcover_test.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/9.9_master_asi_conae/test/s2_snowcover_test.ipynb -------------------------------------------------------------------------------- /lectures/9.9_master_asi_conae/test/s3_ndsi.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/9.9_master_asi_conae/test/s3_ndsi.ipynb -------------------------------------------------------------------------------- /lectures/9.9_master_asi_conae/test/test_s1_s3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/9.9_master_asi_conae/test/test_s1_s3.ipynb -------------------------------------------------------------------------------- /lectures/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/README.md -------------------------------------------------------------------------------- /lectures/_config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/_config.yml -------------------------------------------------------------------------------- /lectures/_toc.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/_toc.yml -------------------------------------------------------------------------------- /lectures/logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EO-College/cubes-and-clouds/HEAD/lectures/logo.png -------------------------------------------------------------------------------- /lectures/references.bib: -------------------------------------------------------------------------------- 1 | --------------------------------------------------------------------------------