A curated list of open technology projects to sustain a stable climate, energy supply, biodiversity and natural resources.

sentinelsat

Makes searching, downloading and retrieving the metadata of Sentinel satellite images from the Copernicus Open Access Hub easy.

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Sustainable Development - Environmental Satellites - Last synced: 26 Apr 2025 - Ranking: 20.7

EODAG

Gives you an easy way to access products from more than 10 earth observation providers, with more than 50 different product types (Sentinel 1, Sentinel 2, Sentinel 3, Landsat, etc.) that can be searched and downloaded.

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Sustainable Development - Data Catalogs and Interfaces - Last synced: 26 Apr 2025 - Ranking: 19.1

xarray-sentinel

Easily access and explore the SAR data products of the Copernicus Sentinel-1 satellite mission in Python.

copernicus earth-observation radar remote-sensing sar satellite-imagery sentinel-1 synthetic-aperture-radar xarray

Sustainable Development - Environmental Satellites - Last synced: 26 Apr 2025 - Ranking: 15.1

LISFLOOD

A spatially distributed water resources model, developed by the Joint Research Centre of the European Commission since 1997.

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Climate Change - Natural Hazard and Storm - Last synced: 26 Apr 2025 - Ranking: 14.7

ecmwfr

Provides easy access to the European Centre for Medium-Range Weather Forecasts web API services and Copernicus Climate Data Store from within R, matching and expanding upon the ECMWF Python tools.

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Climate Change - Climate Data Access and Visualization - Last synced: 26 Apr 2025 - Ranking: 14.1

Download Water Data

Downloader for the Global Surface Water Data of the Copernicus Programme.

copernicus download global surface water

Hydrosphere - Freshwater and Hydrology - Last synced: 26 Apr 2025 - Ranking: 9.3

getSpatialData

Making it easy to query, preview, download and preprocess multiple kinds of satellite datasets via R.

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Sustainable Development - Data Catalogs and Interfaces - Last synced: 26 Apr 2025 - Ranking: 7.6

emissions-api

A solution that provides simple access to emissions data of climate-relevant gases.

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Emissions - Emission Observation and Modeling - Last synced: 26 Apr 2025 - Ranking: 7.1

ml_drought

A Machine Learning Pipeline to Predict Vegetation Health.

2019 copernicus machine-learning

Natural Resources - Soil and Land - Last synced: 26 Apr 2025 - Ranking: 6.0