openEO
Provides intuitive programming libraries to process a wide variety of earth observation datasets.
earth-observation openeo python remote-sensing
Sustainable Development - Environmental Satellites - Last synced: 26 Apr 2025 - Ranking: 19.8
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
Digital Earth Australia Notebooks
Hosts Jupyter Notebooks, Python scripts and workflows for analysing Digital Earth Australia (DEA) satellite data and derived products.
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Sustainable Development - Knowledge Platforms - Last synced: 26 Apr 2025 - Ranking: 19.0
EOReader
A remote-sensing opensource python library reading optical and SAR constellations, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
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Sustainable Development - Environmental Satellites - Last synced: 26 Apr 2025 - Ranking: 16.6
SITS
Enables users to apply machine learning techniques for classifying image time series obtained from earth observation data cubes.
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Natural Resources - Soil and Land - Last synced: 26 Apr 2025 - Ranking: 16.0
pyaerocom
An open international initiative of scientists interested in the advancement of the understanding of the global aerosol and its impact on climate.
aerocom aerosol air-quality climate-science earth-observation model-evaluation
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 26 Apr 2025 - Ranking: 15.3
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
landsatxplore
Provides an interface to the EarthExplorer portal to search and download Landsat Collections scenes through a command-line interface or a Python API.
earth-observation landsat remote-sensing
Sustainable Development - Environmental Satellites - Last synced: 26 Apr 2025 - Ranking: 15.0
Eradiate
A next-generation radiative transfer model for Earth observation applications.
earth-observation radiative-transfer
Atmosphere - Radiative Transfer - Last synced: 26 Apr 2025 - Ranking: 14.0
Clay Foundation Model
Clay is a foundational model of Earth using a vision transformer architecture adapted to understand geospatial and temporal relations on Earth Observation data.
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Sustainable Development - Data Catalogs and Interfaces - Last synced: 26 Apr 2025 - Ranking: 13.0
GPM-API
Provides an easy-to-use python interface to download, read, process and visualize most of the products of the Global Precipitation Measurement Mission (GPM) data archive.
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Hydrosphere - Ocean and Hydrology Data Access - Last synced: 26 Apr 2025 - Ranking: 12.7
pylandtemp
Global land surface temperature and emissivity from NASA's Landsat satellite images.
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Climate Change - Climate Data Access and Visualization - Last synced: 26 Apr 2025 - Ranking: 12.3
Custom Scripts Sentinel Hub
A repository of custom scripts to be used with Sentinel Hub.
earth-observation remote-sensing sentinel-hub
Sustainable Development - Data Catalogs and Interfaces - Last synced: 26 Apr 2025 - Ranking: 10.7
EuroCropsML
A pre-processed and ready-to-use machine learning dataset for crop type classification of agricultural parcels in Europe.
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Consumption - Agriculture and Nutrition - Last synced: 26 Apr 2025 - Ranking: 10.0
SNAP
The common software platform for the three Sentinel Toolboxes which are developed by the European Space Agency (ESA) for the scientific exploitation of the Sentinel-1, Sentinel-2 and Sentinel-3 missions.
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Sustainable Development - Environmental Satellites - Last synced: 26 Apr 2025 - Ranking: 9.8
ClimateModels.jl
Uniform interface to climate models of varying complexity and completeness.
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Climate Change - Earth and Climate Modeling - Last synced: 26 Apr 2025 - Ranking: 7.2
wildfire forecasting
The project intends to reproduce the Fire Forecasting capabilities of GEFF using Deep Learning and develop further improvements in accuracy, geography and time scale through inclusion of additional variables or optimization of model architecture and hyperparameters.
deep-learning earth-observation gis remote-sensing wildfire-forecasting
Biosphere - Wildfire - Last synced: 26 Apr 2025 - Ranking: 5.4
Digital Earth Australia Coastlines
Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale.
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Hydrosphere - Coastal and Reefs - Last synced: 26 Apr 2025 - Ranking: 5.2
Industrial Smoke Plume Detection
Characterization of Industrial Smoke Plumes from Remote Sensing Data.
deep-learning earth-observation greenhouse-gas-emissions machine-learning pollution-prediction remote-sensing
Emissions - Emission Observation and Modeling - Last synced: 26 Apr 2025 - Ranking: 4.8
rwlts
Support governments in making decisions about the impact of human activities on the environment, planning the use of natural resources, conserving biodiversity and monitoring climate change.
earth-observation earth-science geoinformatics geoscience geospatial land-cover r trajectory
Climate Change - Integrated Assessment and Climate Policy - Last synced: 26 Apr 2025 - Ranking: 4.4
MagicBathyNet
A Multimodal Remote Sensing Dataset for Benchmarking Learning-based Bathymetry and Pixel-based Classification in Shallow Waters.
aerial-imagery bathymetry computer-vision dataset deep-learning depth-estimation earth-observation eu-project magicbathy models ocean-data ocean-mapping remote-sensing satellite-imagery seabed-mapping semantic-segmentation sentinel-2 shallow-water spot6
Hydrosphere - Ocean Models - Last synced: 26 Apr 2025 - Ranking: 3.4
GDESS
Tool for evaluating atmospheric carbon dioxide concentrations as simulated by Earth system models.
data-visualization earth-observation earth-system-model model-diagnostics python
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 3.2
SpaceLiDAR
A Julia toolbox for ICESat, ICESat-2 and GEDI data to quickly search, download, and load filtered point data with relevant attributes from the .h5 granules of each data product.
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Sustainable Development - Environmental Satellites - Last synced: 26 Apr 2025 - Ranking: -Infinity
