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earth and related environmental sciences

Datasets prepared for the Ocean Hackathon

ESA

Each prepared dataset has an associated notebook, linked in the access notebook column, showing how to open its assets directly from object storage. More information about each dataset is available in its notebook and OSC entry. All notebooks reside in the 1_Datasets folder.

DatasetThemePrepared formatCRS/gridTime coverageLicenceLinksAccess notebook
4DMED-SEA sea-surface salinityMediterranean salinity and density fieldsZarrEPSG:4326, 1/24° lat/lon gridDaily, 2016–2022CC-BY-4.0OSCNotebook
4DMED-SEA MIOST Lagrangian eddiesMediterranean current structures and eddiesZarrEPSG:4326, 1/24° lat/lon gridDaily, April 2016–July 2022CC-BY-4.0OSCNotebook
4DMED-SEA 4DVarNet 1/8°Sea-level and geostrophic velocity fieldsZarrEPSG:4326, 1/8° lat/lon gridDaily, January 2016–August 2022CC-BY-4.0OSCNotebook
4DMED-SEA 4DVarNet 1/20°Sea-surface height and derived variablesZarrEPSG:4326, 1/20° lat/lon gridDaily, January 2016–August 2022CC-BY-4.0OSCNotebook
4DMED-SEA PFT and KdPhytoplankton functional types and diffuse attenuationZarrEPSG:4326, 8 km lat/lon gridMonthly, 2019–2021CC-BY-4.0OSCNotebook
4DMED-SEA 3D physical fieldsTemperature, salinity, density, and geostrophic velocityZarrEPSG:4326, 1/24° grid with 20 depth levels to 153 mDaily, January 2016–July 2022CC-BY-4.0OSCNotebook
4DMED-SEA primary productionPrimary production from chlorophyll and temperatureZarrEPSG:4326, 1/24° grid with 148 depth levels to 150 mDaily, January 2016–August 2022CC-BY-4.0OSCNotebook
4DMED-SEA 3D biophysical fieldsChlorophyll-a plus physical and velocity variablesZarrEPSG:4326, 1/24° grid with 148 depth levels to 150 mDaily, January 2016–August 2022CC-BY-4.0OSCNotebook
WOC total surface currentHourly total ocean current at 15 mZarrEPSG:4326, 0.25° lat/lon grid at 15 mHourly, December 2014–December 2019CC-BY-4.0OSCNotebook
Atlantic Ocean heat contentAtlantic heat-content changeZarrEPSG:4326, global 1° lat/lon gridApril 2002–September 2023AVISO termsOSCNotebook
OceanSODA-ETHZSurface-ocean carbonate-system variablesZarrEPSG:4326, global 1° and 0.25° lat/lon gridsMonthly, 1982–2024; 8-day products, 1982–2022CC-BY-NC-SA-4.0OSCNotebook
WAPOSALWave and satellite-altimetry productsZarrEPSG:4326, along-track observationsMarch 2016–December 2022CC-BY-SA-4.0OSCNotebook
MITHOGlobal cumulative hazard indexesZarrEPSG:4326, global 1° lat/lon gridMonthly; varies by index, 1993–2022CC-BY-SA-4.0OSCNotebook
BICEPBiological pump and carbon exchange processesZarrEPSG:4326, global regular lat/lon gridsMonthly, 1997–2020UK Open Government LicenceOSCNotebook
CAREHeatMarine heat wavesZarrEPSG:4326, global 0.25° lat/lon gridDaily, 1980–2024CC-BY-4.0OSCNotebook
SCOPETBDTBDTBDTBDTBDTBDTBD
SARWAVETBDTBDTBDTBDTBDTBDTBD
MedicanesTBDTBDTBDTBDTBDTBDTBD
Introduction
Distributed Computing with Dask
4DMED-SEA
Access 4DMED-2D PFT and Kd