Open Sustainable Technology

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

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eeExtra

A ninja python package that unifies the Google Earth Engine ecosystem.

dataviz earth-engine geographic-information-systems gis google-earth-engine javascript landsat modis python python3 r remote-sensing rstats satellite-imagery sentinel

Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Feb 2024 - 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: 25 Feb 2024 - Ranking: 14.4

blsp

A Bayesian hierarchical model that quantifies long-term annual land surface phenology from sparse time series of vegetation indices.

jags land-surface-modeling land-surface-phenology landsat phenology r remote-sensing

Biosphere - Plants and Vegetation - Last synced: 25 Feb 2024 - Ranking: 5.1

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 Visualization and Access - Last synced: 25 Feb 2024 - Ranking: 11.8

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.

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: 25 Feb 2024 - Ranking: 17.6

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: 25 Feb 2024 - Ranking: 14.6

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: 25 Feb 2024 - Ranking: 18.1

getSpatialData

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

api-client copernicus esa getspatialdata landsat modis nasa r remote-sensing sentinel spatial-data usgs-earth-explorer

Sustainable Development - Data Catalogs and Interfaces - Last synced: 24 Feb 2024 - Ranking: 7.6

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: 24 Feb 2024 - Ranking: 15.9

Awesome Spectral Indices

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

awesome earth-engine geographic-information-systems gis google-earth-engine javascript landsat landsat-7 landsat-8 modis python radar raster remote-sensing satellite-imagery sentinel sentinel-1 sentinel-2 spectral-index spectral-indices

Sustainable Development - Curated Lists - Last synced: 24 Feb 2024 - Ranking: 8.2

LT-GEE

Google Earth Engine implementation of the LandTrendr spectral-temporal segmentation algorithm.

change-detection google-earth-engine landsat landscape-dynamics landtrendr mapping time-series-analysis

Natural Resources - Soil and Land - Last synced: 24 Feb 2024 - Ranking: 6.4