Open Sustainable Technology

leafmap

A Python package for geospatial analysis and interactive mapping in a Jupyter environment.

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Sustainable Development - Data Catalogs and Interfaces - Last synced: 14 May 2025 - Ranking: 22.9

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: 15 May 2025 - Ranking: 18.8

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: 14 May 2025 - Ranking: 17.0

CoastSat

Enables users to obtain time-series of shoreline position at any coastline worldwide from 30+ years of publicly available satellite imagery.

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Hydrosphere - Coastal and Reefs - Last synced: 15 May 2025 - Ranking: 16.7

HyperCoast

A Python package for visualizing and analyzing hyperspetral data in coastal regions.

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Hydrosphere - Coastal and Reefs - Last synced: 15 May 2025 - Ranking: 16.1

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: 15 May 2025 - Ranking: 15.9

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: 15 May 2025 - Ranking: 12.0

Geocomputation with R

A book on geographic data analysis, visualization and modeling with R.

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Sustainable Development - Education - Last synced: 15 May 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.

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Sustainable Development - Curated Lists - Last synced: 15 May 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: 15 May 2025 - Ranking: 11.3

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: 14 May 2025 - Ranking: 11.0

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: 14 May 2025 - Ranking: 10.7

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: 15 May 2025 - Ranking: 10.7

nasa-wildfires

Download wildfire hotspots detected by NASA satellites and the Fire Information for Resource Management System (FIRMS).

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Biosphere - Wildfire - Last synced: 15 May 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: 15 May 2025 - Ranking: 10.4

awesome-gee-community-datasets

Community Datasets & Data Commons in Google Earth Engine.

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Sustainable Development - Curated Lists - Last synced: 15 May 2025 - Ranking: 9.6

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: 14 May 2025 - Ranking: 9.5

Intro to R for Geospatial data

Provides an introduction to R for learners working with geospatial data.

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Sustainable Development - Education - Last synced: 15 May 2025 - Ranking: 9.0

FarmVibes.AI

Can develop rich geospatial insights for agriculture and sustainability.

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Consumption - Agriculture and Nutrition - Last synced: 15 May 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: 15 May 2025 - Ranking: 8.1

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: 15 May 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: 15 May 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: 15 May 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: 14 May 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.

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Hydrosphere - Coastal and Reefs - Last synced: 15 May 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: 15 May 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: 15 May 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