Open Sustainable Technology

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.

earth-observation gedi hacktoberfest icesat icesat-2 io julia laser remote-sensing

Sustainable Development - Environmental Satellites - Last synced: 11 May 2024 - Ranking: -Infinity

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: 11 May 2024 - Ranking: 10.5

SITS

Enables users to apply machine learning techniques for classifying image time series obtained from earth observation data cubes.

big-earth-data cbers earth-observation eo-datacubes geospatial image-time-series land-cover-classification landsat planetary-computer r-spatial remote-sensing rspatial satellite-image-time-series satellite-imagery sentinel-2 stac-api stac-catalog

Natural Resources - Soil and Land - Last synced: 11 May 2024 - Ranking: 15.8

ClimateModels.jl

Uniform interface to climate models of varying complexity and completeness.

atmosphere climate cmip data data-science earth-observation ecco git interface ipcc julia mitgcm modeling ocean parameters workflow

Climate Change - Earth and Climate Modeling - Last synced: 11 May 2024 - Ranking: 4.4

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: 11 May 2024 - Ranking: 5.3

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: 11 May 2024 - Ranking: 14.7

Digital Earth Australia Coastlines

Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale.

coastal-change coastal-dynamics coastlines dea digitalearthaustralia earth-observation erosion geospatial gis jupyter-notebook opendatacube python remote-sensing satellite-imagery

Hydrosphere - Coastal and Reefs - Last synced: 11 May 2024 - Ranking: 5.3

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: 11 May 2024 - Ranking: 4.4

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: 11 May 2024 - Ranking: -Infinity

Eradiate

A next-generation radiative transfer model for Earth observation applications.

earth-observation radiative-transfer

Atmosphere - Radiative Transfer - Last synced: 11 May 2024 - Ranking: 12.9

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: 11 May 2024 - Ranking: 17.3

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 climate-science earth-observation model-evaluation

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 11 May 2024 - Ranking: 14.9

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.

catalog cbers copernicus downloader earth-observation eodag geographic-data geospatial gis landsat modis remote-sensing satellite-imagery search sentinel spatial-imagery stac

Sustainable Development - Data Catalogs and Interfaces - Last synced: 11 May 2024 - Ranking: 17.9

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: 11 May 2024 - Ranking: 13.7

pylandtemp

Global land surface temperature and emissivity from NASA's Landsat satellite images.

climate earth-observation earth-science geodata geospatial image-processing landsat landsat-8 landsat-data nasa-api nasa-data python raster remote-sensing satellite-data satellite-imagery-analysis satellite-images

Climate Change - Climate Data Access and Visualization - Last synced: 11 May 2024 - Ranking: 12.0

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.

data-processing data-visualization earth-observation eo linux macos raster-data remote-sensing windows

Sustainable Development - Environmental Satellites - Last synced: 11 May 2024 - Ranking: 9.8

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.

cosmo-skymed earth-observation geopandas iceye landsat maxar planetscope pleiades radarsat rasterio remote-sensing saocom sar satellite-imagery sentinel-1 sentinel-2 sentinel-3 terrasar worldview xarray

Sustainable Development - Environmental Satellites - Last synced: 11 May 2024 - Ranking: 15.0

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.

digital-elevation-model earth-observation embeddings foundation-model sentinel-1 sentinel-2

Sustainable Development - Data Catalogs and Interfaces - Last synced: 11 May 2024 - Ranking: 7.7

Digital Earth Australia Notebooks

Hosts Jupyter Notebooks, Python scripts and workflows for analysing Digital Earth Australia (DEA) satellite data and derived products.

digitalearthaustralia documentation earth-observation earthobservation geoscienceaustralia geospatial-data jupyter-notebook landsat opendatacube python remote-sensing remotesensing satellite-imagery sentinel-2 xarray

Sustainable Development - Knowledge Platforms - Last synced: 10 May 2024 - Ranking: 18.0