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earth and related environmental sciences

Datasets prepared for the hackathon.

ESA

Each of the datasets has an associated notebook, referenced in the access column that shows how the data can be accessed directly from object storage. More information about the datasets is available in the respective notebooks and the OSC pages. All notebooks reside in the 1_Datasets folder.

DatasetThemePrepared formatCRS/gridTime coverageLicenceLinksAccess notebook
AI4AIS Larsen C cubeIce shelf combined variablesZarrEPSG:3031Monthly from 2014 - 2021CC-BY-NC-4.0OSCai4ais/access.ipynb
ALBATROS tidal elevationAltimetry tide elevation predictionGeoParquetPoints in EPSG:4326, examples regrid to EPSG:3031Example uses 2019 CryoSat-2 predictionsCC-BY-NC-4.0OSCalbatros/access.ipynb
Ice shelf basal meltIce shelf melt ratesCOG/GeoTIFF plus GeoParquet shelf time seriesAntarctic polar stereographic, EPSG:30311997-2021CC-BY-4.0OSCbasal_melt/access.ipynb
BedMachine AntarcticaBed, surface, thickness, maskZarrAntarctic polar stereographic, EPSG:3031Static product versionCC0-1.0OSCbedrock_topography/access.ipynb
Calving frontsTime-evolving coastlines/frontsGeoParquetVector geometries, examples reproject to EPSG:3031Observation time seriesCC-BY-4.0OSCcalving_fronts/access.ipynb
CS+AO sea ice thicknessSouthern Ocean sea iceZarrPolar grid with lon/lat coordinatesCryoSat-2/SARAL period in source productCC-BY-NC-4.0OSCcsao/access.ipynb
Grounding linesAntarctic grounding-line observationsGeoParquetVector geometries, examples reproject to EPSG:30311992-2014CC0-1.0OSCgroundlines/access.ipynb
Ice temperature profilesEnglacial temperatureZarr, source NetCDF in format tutorialsCurvilinear source with lon/lat; examples reproject to EPSG:3031data is from 2013-2014CC-BY-4.0OSCice_temp/access.ipynb
Ice velocityAntarctic surface velocityZarrAntarctic polar stereographic, EPSG:3031Monthly, 2014-2021CC-BY-NC-4.0OSCice_velocity/access.ipynb
Surface elevation changeGrounded ice surface elevationZarrAntarctic polar stereographic, EPSG:30311991-2021 5-year meansCC-BY-4.0OSCsec/access.ipynb
SOFRESH sea surface salinitySouthern Ocean salinityZarrEASE-style Southern Ocean grid2011-2022, 9-day mapsCC-BY-4.0OSCsofresh/access.ipynb
Subglacial lakesActive lake boundariesGeoParquetVector geometries, examples reproject to EPSG:30312010-2020 source analysisCC-BY-4.0OSCsubglacial_lakes/access.ipynb
Supraglacial lakesSurface hydrology featuresGeoParquetVector geometriesJanuary 2017 maximum extentCC-BY-4.0OSCsupraglacial_lakes/access.ipynb
Introduction
Distributed Computing with Dask
Introduction
AI4AIS