leafmap
A Python package for geospatial analysis and interactive mapping in a Jupyter environment.
data-science dataviz folium geoparquet geopython geospatial geospatial-analysis gis ipyleaflet jupyter jupyter-notebook leafmap mapping plotly python solara streamlit streamlit-webapp whiteboxtools
Sustainable Development - Data Catalogs and Interfaces - Last synced: 26 Apr 2025 - Ranking: 22.9
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: 26 Apr 2025 - Ranking: 19.1
Integrated Valuation of Ecosystem Services and Tradeoffs
A family of tools for quantifying the values of natural capital in clear, credible, and practical ways.
ecosystem-services geospatial gis
Sustainable Development - Sustainable Investment - Last synced: 26 Apr 2025 - Ranking: 17.2
CoastSat
Enables users to obtain time-series of shoreline position at any coastline worldwide from 30+ years of publicly available satellite imagery.
coastal-engineering earth-engine geospatial google-earth-engine jupyter-notebook landsat-5 landsat-7 landsat-8 landsat-9 python remote-sensing satellite-images sentinel-2 shoreline-detection
Hydrosphere - Coastal and Reefs - Last synced: 26 Apr 2025 - Ranking: 16.9
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: 26 Apr 2025 - Ranking: 16.0
HyperCoast
A Python package for visualizing and analyzing hyperspetral data in coastal regions.
aviris coastal emit geospatial hyperspectral ipyleaflet ipywidgets leafmap nasa neon pace python
Hydrosphere - Coastal and Reefs - Last synced: 25 Apr 2025 - Ranking: 15.0
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: 26 Apr 2025 - Ranking: 12.3
Geocomputation with R
A book on geographic data analysis, visualization and modeling with R.
book course education gdal geo geocomputation geocompx geography geos geospatial geospatial-data mapping-tools maps postgis r raster rspatial rstats simple-features spatial
Sustainable Development - Education - Last synced: 26 Apr 2025 - Ranking: 11.9
Awesome Open Geoscience
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome.
awesome awesome-list cheatsheet geochemistry geology geophysics geoscience geosciences geospatial geostatistics groundwater modflow open-data open-science open-source python reservoir-modeling seismic simulation subsurface
Sustainable Development - Curated Lists - Last synced: 26 Apr 2025 - Ranking: 11.8
elapid
Species distribution modeling tools, including a python implementation of Maxent.
biodiversity-informatics biogeography geospatial maxent niche-modelling species-distribution-modelling
Biosphere - Species Distribution Modeling - Last synced: 26 Apr 2025 - Ranking: 11.6
nasa-wildfires
Download wildfire hotspots detected by NASA satellites and the Fire Information for Resource Management System (FIRMS).
data-journalism firms geojson geospatial journalism nasa news python remote-sensing satellite-imagery satellites wildfires
Biosphere - Wildfire - Last synced: 26 Apr 2025 - Ranking: 11.2
nhdR
An R interface to the US National Hydrography Dataset.
cran geospatial national-hydrography-dataset nhd rstats water-quality water-resources
Natural Resources - Water Supply and Quality - Last synced: 26 Apr 2025 - Ranking: 11.1
stemflow
A toolkit for Adaptive Spatio-Temporal Exploratory Model in Python using daily abundance estimation using eBird citizen science data.
adaptive-spatio-temporal-exploratory-model animal animal-movement big-data biodiversity biogeography bird-migration bird-survey ebird ecology ecology-modelling geospatial machine-learning movement movement-ecology ornithology spatio-temporal-analysis spatiotemporal spatiotemporal-dynamics species-distribution-modeling
Biosphere - Species Distribution Modeling - Last synced: 26 Apr 2025 - Ranking: 11.0
WhiteboxTools
WhiteboxTools is an advanced geospatial data analysis platform.
geomorphology geomorphometry geoprocessing geospatial gis hydrology remote-sensing
Natural Resources - Water Supply and Quality - Last synced: 26 Apr 2025 - Ranking: 10.7
OpenLand
Tool for Quantitative Analysis and Visualization of Land Use and Land Cover Change.
geography geospatial intensity-analysis land-use-and-land-cover-change luc-maps lulc plot r rasters
Natural Resources - Soil and Land - Last synced: 26 Apr 2025 - Ranking: 10.6
Glacier flow model
Modeling glaciers on a digital elevation model based on mass balance and a modified D8 flow algorithm applied to ice.
digital-elevation-model geographical-information-system geospatial glacier glaciers-flow gradient mass-balance modeling
Cryosphere - Glacier and Ice Sheets - Last synced: 26 Apr 2025 - Ranking: 9.8
awesome-gee-community-datasets
Community Datasets & Data Commons in Google Earth Engine.
awesome-list catalog community-datasets earth-engine geospatial geospatial-data gis google-earth-engine googleearthengine open-datasets remote-sensing
Sustainable Development - Curated Lists - Last synced: 26 Apr 2025 - Ranking: 9.6
Intro to R for Geospatial data
Provides an introduction to R for learners working with geospatial data.
carpentries data-carpentry data-visualisation data-visualization data-wrangling english geospatial geospatial-data lesson open-educational-resources r stable
Sustainable Development - Education - Last synced: 26 Apr 2025 - Ranking: 9.0
FarmVibes.AI
Can develop rich geospatial insights for agriculture and sustainability.
agriculture ai geospatial geospatial-analytics multi-modal remote-sensing stac sustainability weather
Consumption - Agriculture and Nutrition - Last synced: 26 Apr 2025 - Ranking: 8.8
Equinox
Supports the holistic risk management of sustainable finance projects.
django equator-principles esg finance financial-data geospatial ghg-emissions python risk-analysis risk-management sustainability sustainable-finance sustainable-portfolio-management
Sustainable Development - Sustainable Investment - Last synced: 26 Apr 2025 - Ranking: 8.3
geospatial-data-catalogs
A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, and STAC Index.
amazon aws cloud-computing earth-engine geospatial geospatial-data nasa-data opan-data open-access satellite-imagery
Sustainable Development - Curated Lists - Last synced: 26 Apr 2025 - Ranking: 7.7
climateR
An R package for getting point and gridded climate data by AOI.
aoi climate dataset geospatial gridded-climate-data rstats weather
Climate Change - Climate Data Access and Visualization - Last synced: 26 Apr 2025 - Ranking: 7.5
WaterwayMap
River Basins from OpenStreetMap.
data-visualization geo geospatial openstreetmap openstreetmap-data osm osm-data river-network-analysis river-networks topology water watershed
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 26 Apr 2025 - Ranking: 6.6
DiCRA
Provides open access to key geospatial datasets pertinent to climate resilient agriculture.
agriculture-data analytics data-for-good geospatial opendata opensoftware
Consumption - Agriculture and Nutrition - Last synced: 26 Apr 2025 - Ranking: 6.4
Digital Earth Australia Coastlines
Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale.
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: 26 Apr 2025 - Ranking: 5.2
Geo-FTADS-Analysis
Produce and interactively visualize publicly available geospatial data to support trucking fleets in navigating the transition to alternative energy carriers.
biofuels decarbonization decision-support electrification geospatial hydrogen trucking
Consumption - Mobility and Transportation - Last synced: 26 Apr 2025 - Ranking: 4.6
TATHU
A Python package for tracking and analyzing the life cycle of thunderstorms.
geospatial image-processing meteorology nowcasting python radar remote-sensing satellite tracking
Climate Change - Natural Hazard and Storm - Last synced: 26 Apr 2025 - Ranking: 4.5
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
WeeForest
Aims to make the data about trees in Great Britain more accessible and understandable, whilst still maintaining good industry practices.
biodiversity forestry geopandas geospatial mapbox typescript uk
Biosphere - Forest Observation and Management - Last synced: 25 Apr 2025 - Ranking: 3.9
glaes
Geospatial Land Availability for Energy Systems.
energy geospatial geospatial-analysis python renewable-energy
Energy Systems - Energy System Modeling Frameworks - Last synced: 26 Apr 2025 - Ranking: -Infinity
