Callisto-Dataset-Collection
A list of datasets aiming to enable Artificial Intelligence applications that use Earth Observation, satellite and other data.
data-repository dataset datasets deep-learning machine-learning machine-learning-datasets remote-sensing satellite-imagery
Sustainable Development - Curated Lists - Last synced: 20 Feb 2026 - Ranking: 7.1
Free Earth Data Science Courses & Textbooks
A site dedicated to tutorials, course and other learning materials and resources developed by the Earth Lab team.
earth earth-data earth-science python r tutorial
Sustainable Development - Education - Last synced: 20 Feb 2026 - Ranking: 7.1
Quetzal
A modeling library designed for transport planning and traffic forecasts.
Consumption - Mobility and Transportation - Last synced: 21 Feb 2026 - Ranking: 7.1
OpenCTD
A low-cost, open-source CTD designed for budget-restricted scientists, educators, and researchers working in nearshore coastal ecosystems.
Hydrosphere - Coastal and Reefs - Last synced: 20 Feb 2026 - Ranking: 7.1
ERSEM
A marine biogeochemical and ecosystem model that describes the cycling of carbon, nitrogen, phosphorus, silicon, oxygen and iron through the lower trophic level pelagic and benthic ecosystems.
Hydrosphere - Ocean Carbon and Temperature - Last synced: 21 Feb 2026 - Ranking: 7.1
dGen
Forecast PV adoption based on user specified configurations like electricity rate prices, electricity load growth, solar resource factors, and much more.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 20 Feb 2026 - Ranking: 7.1
SOLECTRUS
An alternative photovoltaic dashboard that visualizes the yield and consumption.
influxdb monitoring photovoltaic photovoltaics photovoltaics-dashboard
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 21 Feb 2026 - Ranking: 7.1
emissions-api
A solution that provides simple access to emissions data of climate-relevant gases.
air-quality citizen-science copernicus emissions-api esa hacktoberfest python remote-sensing sentinel-5
Emissions - Emission Observation and Modeling - Last synced: 21 Feb 2026 - Ranking: 7.1
PrithWe
A platform dedicated to helping individuals and businesses calculate and reduce their carbon footprint, providing tools and resources to promote sustainability and environmental awareness in everyday practices.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 21 Feb 2026 - Ranking: 7.1
ClimateEconomics
A Python package to evaluate the effect of energy way of production on climate change and macro-economy.
Sustainable Development - Sustainable Investment - Last synced: 20 Feb 2026 - Ranking: 7.1
lowtrip
A web app to compute travel CO2eq for different means of transport worldwide.
carbon-footprint energy map slow-travelers travel
Consumption - Mobility and Transportation - Last synced: 21 Feb 2026 - Ranking: 7.1
Awesome-Earth-Artificial-Intelligence
A curated list of tutorials, notebooks, software, datasets, courses, books, video lectures and papers specifically for Artificial Intelligence use cases in Earth Science.
air-quality awesome-list biosphere datasets deep-learning dust earth-science earthquakes geosphere glacier hydrology land-cover-classification machine-learning snow volcano
Sustainable Development - Curated Lists - Last synced: 20 Feb 2026 - Ranking: 7.1
HEMCO
Computing atmospheric emissions from different sources, regions, and species on a user-defined grid.
atmospheric-composition atmospheric-modeling aws bash-script cloud-computing configuration-files data-broker emissions geos-chem hemco masks regridding run-directory scale-factors scientific-computing standalone
Emissions - Emission Observation and Modeling - Last synced: 21 Feb 2026 - Ranking: 7.0
QuotaClimat
The aim of this work is to deliver a tool to a consortium around QuotaClimat, Climat Medias allowing them to quantify the media coverage of the climate crisis.
Sustainable Development - Knowledge Platforms - Last synced: 20 Feb 2026 - Ranking: 7.0
Scope3
Build a framework where the media and advertising industry can collaborate on best practices for measuring emissions from the advertising value chain.
Emissions - Carbon Intensity and Accounting - Last synced: 21 Feb 2026 - Ranking: 7.0
DHALSIM
Uses the WNTR EPANET wrapper to simulate the behaviour of water distribution systems.
cybersecurity simulation water-distribution
Hydrosphere - Freshwater and Hydrology - Last synced: 21 Feb 2026 - Ranking: 7.0
gis4wrf
A free and open source QGIS plug-in to help researchers and practitioners with their Advanced Research Weather Research and Forecasting modeling workflows.
academia air-quality atmospheric-modelling atmospheric-science forecasting-models gis grib meteorology netcdf nwp plotting python qgis-plugin scientific-computations scientific-computing simulation urban-planning weather wps wrf
Atmosphere - Meteorological Observation and Forecast - Last synced: 21 Feb 2026 - Ranking: 7.0
SolTrace
A software tool developed at NREL to model concentrating solar power (CSP) systems and analyze their optical performance.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 20 Feb 2026 - Ranking: 7.0
SMOKE
Create emissions inputs for multiple air quality modeling systems with unmatched speed and flexibility.
Natural Resources - Air Quality - Last synced: 21 Feb 2026 - Ranking: 7.0
ClimateBase.jl
A Julia package offering basic functionality for analyzing data that are typically in the form used by climate sciences.
analysis climate data hacktoberfest julia spatiotemporal
Climate Change - Climate Data Processing and Analysis - Last synced: 21 Feb 2026 - Ranking: 7.0
plant
A package for modeling forest trait ecology and evolution.
c-plus-plus demography dynamic ecology evolution forests plant-physiology r science-research simulation trait
Biosphere - Plants and Vegetation - Last synced: 21 Feb 2026 - Ranking: 7.0
climate4R
A bundle of R packages for transparent climate data access, post-processing (including data collocation and bias correction / downscaling) and visualization.
Climate Change - Climate Downscaling - Last synced: 21 Feb 2026 - Ranking: 7.0
CIS
An open source command-line tool for easy collocation, visualization, analysis, and comparison of diverse gridded and ungridded datasets used in the atmospheric science.
analysis climate-data earth-science geo python
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 21 Feb 2026 - Ranking: 7.0
Open Grid Emissions Initiative
Seeks to fill a critical need for high-quality, publicly-accessible, hourly grid emissions data that can be used for GHG accounting, policymaking, academic research, and energy attribute certificate markets.
carbon-accounting carbon-emissions climate climate-change decarbonization eia electricity emissions epa ghg ghg-emissions open-data power-systems python
Emissions - Carbon Intensity and Accounting - Last synced: 21 Feb 2026 - Ranking: 7.0
PASTIS
A benchmark dataset for panoptic and semantic segmentation of agricultural parcels from satellite time series.
Consumption - Agriculture and Nutrition - Last synced: 20 Feb 2026 - Ranking: 7.0
Ecological Forecasting
Hands-on activities associated with the Ecological Forecasting book and graduate class.
Sustainable Development - Education - Last synced: 20 Feb 2026 - Ranking: 7.0
SIS2
Calculates the concentration, thickness, temperature, brine content and snow cover of an arbitrary number of ice thickness categories (including open water) as well as the motion of the complete pack.
Cryosphere - Glacier and Ice Sheets - Last synced: 20 Feb 2026 - Ranking: 7.0
Satip
A library for satellite image processing providing all of the functionality necessary for retrieving, and storing EUMETSAT data.
eumetsat gis nowcasting python satellite-imagery
Sustainable Development - Environmental Satellites - Last synced: 21 Feb 2026 - Ranking: 7.0
Cell2Fire
A cell-based forest and wildland landscape fire spread simulator.
Biosphere - Wildfire - Last synced: 21 Feb 2026 - Ranking: 7.0
ISSM
A large-scale thermo-mechanical 2D/3D parallelized multi-purpose finite-element software dedicated to ice sheet and sea-level modeling.
earth-science ice-sheet-models ice-sheets modeling modeling-tools sea-level sea-level-rise
Cryosphere - Glacier and Ice Sheets - Last synced: 21 Feb 2026 - Ranking: 7.0
GEOPHIRES-X
Combines reservoir, wellbore, surface plant, and economic models to estimate the capital and operation and maintenance costs, instantaneous and lifetime energy production, and overall levelized cost of energy of a geothermal plant.
Renewable Energy - Geothermal Energy - Last synced: 21 Feb 2026 - Ranking: 7.0
simobility
A human-friendly Python framework that helps scientists and engineers to prototype and compare fleet optimization algorithms (autonomous and human-driven vehicles).
autonomous-vehicles fleet-management mobility mobility-modeling optimization-algorithms python ridehailing ridesharing simulation-framework simulator transportation
Consumption - Mobility and Transportation - Last synced: 20 Feb 2026 - Ranking: 7.0
ECRAD
A radiation scheme suitable for use in atmospheric weather and climate models.
Atmosphere - Radiative Transfer - Last synced: 20 Feb 2026 - Ranking: 7.0
climr
An R package of downscaled climate data for North America.
climate-data flnr r rstats-package
Climate Change - Climate Downscaling - Last synced: 21 Feb 2026 - Ranking: 7.0
ONEARMY
A series of tools for the Precious Plastic community to collaborate around the world and tackle plastic waste.
Industrial Ecology - Circular Economy and Waste - Last synced: 21 Feb 2026 - Ranking: 7.0
StreamCat
Provides summaries of natural and anthropogenic landscape features for ~2.65 million streams, and their associated catchments, within the conterminous USA.
dataset hydrology nhdplus ord research watersheds
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 20 Feb 2026 - Ranking: 7.0
World Carbon Pricing Database
This dataset contains information on carbon pricing mechanisms (carbon taxes or cap-and-trade) introduced around the world since 1990.
Emissions - Carbon Offsets and Trading - Last synced: 20 Feb 2026 - Ranking: 7.0
sup3r
The Super Resolution for Renewable Resource Data software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.
climate-change climate-data deep-learning downscaling generative-adversarial-network machine-learning reanalysis renewable-energy severe-weather solar-energy tensorflow urban-heat-island wind-energy
Energy Systems - Renewable Energy Integration - Last synced: 21 Feb 2026 - Ranking: 6.9
APIS
Autonomous Power Interchange System is an innovative open-source platform that enables Physical Peer-to-Peer (PP2P) energy sharing between distributed batteries in microgrids.
Energy Storage - Battery - Last synced: 20 Feb 2026 - Ranking: 6.9
ODM
Aims to improve wastewater monitoring through interoperable data by providing robust support for reporting of biological, toxic or other health hazards.
covid-19 covid19 data-dictionary metadata naming-conventions odm sars-cov-2 vocabulary wastewater
Natural Resources - Water Supply and Quality - Last synced: 21 Feb 2026 - Ranking: 6.9
CASAL2
Models can be used for a single population with a single anthropogenic event (in a fish population model this would be a single fishery), or for multiple species and populations, areas, and/or anthropogenic or exploitation methods, and including predator-prey interactions.
Biosphere - Marine Life and Fishery - Last synced: 21 Feb 2026 - Ranking: 6.9
PyPSA-Wal
A Sector-Coupled Open Optimisation Model of the Belgian Energy System with Emphasis on the Wallonia Region.
Energy Systems - Global and Regional Energy System Models - Last synced: 20 Feb 2026 - Ranking: 6.9
How to work with meteorological ECMWF data
A good starting point how you can work with European Centre for Medium-Range Weather Forecasts (ECMWF) services and data through Python using Jupyter notebooks.
ecmwf ecmwf-api magics notebook python visualisation
Sustainable Development - Education - Last synced: 20 Feb 2026 - Ranking: 6.9
The Canadian Hydrological Model
A novel modular unstructured mesh based approach for hydrological modelling.
Hydrosphere - Freshwater and Hydrology - Last synced: 21 Feb 2026 - Ranking: 6.9
Future Technology Transformation
Integrated assessment model with a realistic treatment of technology diffusion.
energy-system-model power-system-model python scenario-analysis simulation-model
Climate Change - Integrated Assessment and Climate Policy - Last synced: 21 Feb 2026 - Ranking: 6.9
PartMC
Particle-resolved Monte Carlo code for atmospheric aerosol simulation.
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 21 Feb 2026 - Ranking: 6.9
Asset-level Transition Risk in the Global Coal, Oil, and Gas Supply Chains
The global fossil fuel supply chain, mapped at the asset-level.
Emissions - Emission Observation and Modeling - Last synced: 20 Feb 2026 - Ranking: 6.9
Awesome Electric Grid Mapping
A curated list of resources in the field of electric grid mapping to improve global open data coverage, harmonization and quality for a sustainable energy transition.
awesome electrical-grid gridmap openstreetmap powergrid renewable-energy
Sustainable Development - Curated Lists - Last synced: 21 Feb 2026 - Ranking: 6.9
OCHRE
Building energy modeling (BEM) tool designed to model flexible loads in residential buildings.
buildings distributed-energy-resources load-shifting residential residential-controls
Consumption - Buildings and Heating - Last synced: 21 Feb 2026 - Ranking: 6.9
Carbonalyser
Allows to visualize the electricity consumption and greenhouse gases emissions that your Internet browsing leads to.
addon carbon-emissions chrome-extension ecology firefox-addon
Consumption - Computation and Communication - Last synced: 20 Feb 2026 - Ranking: 6.9
Decision Support Modelling Notebooks
Provide an introduction to both the concepts and the practicalities of undertaking decision-support groundwater modelling with the PEST/PEST++ and pyEMU suites of software.
Sustainable Development - Education - Last synced: 20 Feb 2026 - Ranking: 6.9
RC_BuildingSimulator
A Resistance Capacitance Model for an Energetic Simulation of a Building.
Consumption - Buildings and Heating - Last synced: 20 Feb 2026 - Ranking: 6.9
worrms
A R client for the World Register of Marine Species.
api-wrapper biological-data biology fish jerico-relevant marine-biology marine-species r r-package rstats taxize taxonomy
Biosphere - Marine Life and Fishery - Last synced: 20 Feb 2026 - Ranking: 6.9
ecodata
A data package for reporting on Northeast Continental Shelf ecosystem status and trends.
Biosphere - Marine Life and Fishery - Last synced: 21 Feb 2026 - Ranking: 6.9
ECCO-v4-Python-Tutorial
Contains a several tutorials for using the ECCO Central Production Version 4 ocean and sea-ice state estimate.
Sustainable Development - Education - Last synced: 20 Feb 2026 - Ranking: 6.8
renewable power plant
Contains scripts to create lists of renewable power plants in Germany, Denmark, France and Poland, and daily time series of cumulated installed capacity per energy source type for Germany.
Energy Systems - Renewable Energy Integration - Last synced: 21 Feb 2026 - Ranking: 6.8
Intro to Physical Oceanography
Course materials for Introduction to Physical Oceanography.
Sustainable Development - Education - Last synced: 20 Feb 2026 - Ranking: 6.8
PyETo
A Python library for calculating reference crop evapotranspiration, sometimes referred to as potential evapotranspiration.
Consumption - Agriculture and Nutrition - Last synced: 20 Feb 2026 - Ranking: 6.8
CCBlade.jl
A blade element momentum method for propellers and turbines.
aerodynamics aircraft bem bemt propeller rotor rotorcraft wind-turbine
Renewable Energy - Wind Energy - Last synced: 21 Feb 2026 - Ranking: 6.8
Transactive Energy Service System
A platform to design, deploy, and operate transactive energy systems in electric utility retail environments.
Energy Systems - Energy System Modeling Frameworks - Last synced: 21 Feb 2026 - Ranking: 6.8
Awesome ERDDAP
A curated list of awesome Environmental Research Division's Data Access Program (ERDDAP) projects and deployments.
awesome awesome-list cc0 erddap lists resources
Sustainable Development - Curated Lists - Last synced: 21 Feb 2026 - Ranking: 6.8
fedelemflowlist
A Python package that generates and provides a standardized elementary flow list for use in life cycle assessment (LCA) data as well as mappings to convert data from other sources.
Industrial Ecology - Life Cycle Assessment - Last synced: 21 Feb 2026 - Ranking: 6.8
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: 20 Feb 2026 - Ranking: 6.8
Sentinel-Tree-Cover
This project maps tree extent at the ten-meter scale using open source artificial intelligence and satellite imagery.
Biosphere - Forest Remote Sensing - Last synced: 21 Feb 2026 - Ranking: 6.8
Linux Foundation Energy Landscape
This landscape is intended as a map to explore the open source projects in the energy sector, and also shows the member companies of the LF Energy Foundation.
Sustainable Development - Curated Lists - Last synced: 21 Feb 2026 - Ranking: 6.8
semanticClimate
Conversion of IPCC documents into semantic form.
Climate Change - Climate Data Processing and Analysis - Last synced: 21 Feb 2026 - Ranking: 6.8
optihood
A Python-based framework to optimize the investment in alternative energy technologies as well as the operation of available energy resources for decentralized energy networks on a neighbourhood-scale.
Energy Systems - Renewable Energy Integration - Last synced: 21 Feb 2026 - Ranking: 6.8
PowerModelsAnnex.jl
An extension of PowerModels.jl that provides a home for open source sharing of preliminary and/or exploratory methods in power system optimization.
network optimal-power-flow optimization power-network
Energy Systems - Grid Analysis and Planning - Last synced: 21 Feb 2026 - Ranking: 6.8
Cifonauta
Marine biology image database by CEBIMar/USP.
cnpq database django image-database marine-biology postgresql python scientific zoology
Biosphere - Marine Life and Fishery - Last synced: 21 Feb 2026 - Ranking: 6.8
BioPAL
The BIOMASS Product Algorithm Laboratory hosts official tools for processing and analysing ESA's BIOMASS mission data.
Biosphere - Biomass - Last synced: 21 Feb 2026 - Ranking: 6.7
Glacier Mapping From Satellite Imagery
Use computer vision to automatically segment debris and ice glaciers from satellite images.
Cryosphere - Glacier and Ice Sheets - Last synced: 21 Feb 2026 - Ranking: 6.7
Watershed Workflow
Python workflows for data-rich, hyper-resolution simulations of hydrologic models on watersheds.
Hydrosphere - Freshwater and Hydrology - Last synced: 21 Feb 2026 - Ranking: 6.7
ECTO
Modular environmental exposures ontology.
environment exposure health monarchinitiative obo obofoundry ontology owl
Sustainable Development - Taxonomy and Ontology - Last synced: 20 Feb 2026 - Ranking: 6.7
ecWAM
The ECMWF Ocean Wave Model describes the development and evolution of wind generated surface waves and their height, direction and period.
Hydrosphere - Waves and Currents - Last synced: 21 Feb 2026 - Ranking: 6.7
TreeLS
High performance R functions for forest data processing based on Terrestrial Laser Scanning (but not only) point clouds.
Biosphere - Forest Remote Sensing - Last synced: 20 Feb 2026 - Ranking: 6.7
emobility-smart-charging
Smart charging algorithms with REST API for electric vehicle fleets.
Consumption - Mobility and Transportation - Last synced: 20 Feb 2026 - Ranking: 6.7
Statistics for Soil Survey
Develop solutions to investigate soil survey correlation problems and update activities.
digital-soil-mapping eda ncss nrcs pedology pedometrics s4ss soil soil-survey spatial-data statistics tabular-data usda
Natural Resources - Soil and Land - Last synced: 21 Feb 2026 - Ranking: 6.7
National Climate Transparency Tool
Your gateway to ensure robust Measurement, Reporting and Verification (MRV) toward the Enhanced Transparency Framework (ETF) and to accelerate implementation of the Nationally Determined Contribution (NDC).
climate digital-public-goods greenhouse-gas-emissions sustainable-development-goals
Emissions - Emission Observation and Modeling - Last synced: 20 Feb 2026 - Ranking: 6.7
SNAP
A lagrangian type atmospheric dispersion model specialized on modelling dispersion of radioactive debris.
Atmosphere - Atmospheric Dispersion and Transport - Last synced: 21 Feb 2026 - Ranking: 6.7
COPPER
The Canadian Opportunities for Planning and Production of Electricity Resources (COPPER) framework is a multi-period, optimization-based CEM that co-optimizes investment in thermal generation, REs, transmission network, and storage technologies.
Energy Systems - Energy System Modeling Frameworks - Last synced: 21 Feb 2026 - Ranking: 6.7
Code against Climate Change
A curated list of tech projects against climate change - hoping to inspire disruptive technological climate action.
Sustainable Development - Curated Lists - Last synced: 20 Feb 2026 - Ranking: 6.7
pywatershed
A sustainable integrated, hydrologic modeling framework for the U.S. Geological Survey.
hydrology modflow modflow6 prms python surfacehydrology swb water
Hydrosphere - Freshwater and Hydrology - Last synced: 21 Feb 2026 - Ranking: 6.7
Forest Structural Complexity Tool
Allowing plot scale measurements to be extracted automatically from most high-resolution forest point clouds from a variety of sensor sources.
Biosphere - Forest Remote Sensing - Last synced: 21 Feb 2026 - Ranking: 6.7
DigiVol
Harness the power of online volunteers to digitise biodiversity data that is locked up in biodiversity collections, field notebooks and survey sheets.
ala-product-digivol biodiversity
Biosphere - Biodiversity Citizen Science - Last synced: 21 Feb 2026 - Ranking: 6.7
GGIRCS
BC Climate Action Secretariat's Greenhouse Gas Industrial Reporting and Control System.
Emissions - Carbon Intensity and Accounting - Last synced: 20 Feb 2026 - Ranking: 6.7
CarrierCapture.jl
A set of codes to compute carrier capture and recombination rates in semiconducting compounds like solar cells.
defects electronic-structure materials-design semiconductors solar-cells
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 20 Feb 2026 - Ranking: 6.7
The-building-data-genome-project
A collection of non-residential buildings for performance analysis and algorithm benchmarking.
commercial-building electrical-meters electricity-meter energy-efficiency feature-engineering feature-extraction jupyter-notebook open-data smart-meter temporal-data
Consumption - Buildings and Heating - Last synced: 20 Feb 2026 - Ranking: 6.7
OPERA Applications
Contain several Jupyter notebooks that provide introductions and showcase applications of the OPERA products including flood mapping, water reservoir monitoring and monitoring wildfire evolution.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 21 Feb 2026 - Ranking: 6.7
Urban Multi-scale Environmental Predictor
A climate service tool, designed for researchers and service providers presented as a plugin for QGIS.
qgis urban-climate urban-planning
Consumption - Buildings and Heating - Last synced: 21 Feb 2026 - Ranking: 6.7
Solar Consumer
This code can be used to download solar forecasts and save them to a PostgreSQL database by retrieving solar generation estimates for embedded solar farms and preparing the data for analysis.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 20 Feb 2026 - Ranking: 6.7
