GeoDataBases - jejjohnson/ml4eo GitHub Wiki

General

• EarthAccess
• Google Earth Engine
• Climate Data Store
• Marine Data Store

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Observations

Satellite Observations

GOES

• GUI Downloaded - Webpage
• Goes-2-Go

Sentinel

• S1, S2 GEE - GEE Website
• Major Tom 4 S1 and S2 - HuggingFace
• Copernicus Data Space

MODIS

• MODIS L2+ - GEE Website
• EarthAccess

LANDSAT

• Landsat Collection - GEE Website

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Weather Stations

• Berkeley Earth - Website
• E-OBS - Website | CDS
• AEMET - Website
• CCI ESA - Website
• SynopticPy - Docs

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Simulations

• ClimSim

Climate Projections

CMIP

• xarray + GCFS (Free) - xarray tutorial docs
• xmip examples - Notebook

Numerical Weather Predictions (NWP)

• Herbie

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Reanalysis

ERA5

• CDSAPI
• WeatherBench2
• ARCO-ERA5 - GCP
• ERA5 + Physics Informed Metrics - ChaosBench
• ClimaX

Ocean

• HYCOM
• GLORYS
• NCEP