POSTED
A public database of techno-economic data on energy and climate-mitigation technologies and a framework for consistent handling of this database.
data data-science economics energy research research-project research-tool techno-economic techno-economic-analysis technology technology-analysis
Energy Systems - Energy Data Accessibility and Integration - Last synced: 26 Mar 2026 - Ranking: 4.9
Applied Environmental Statistics
Applied Environmental Statistics course of the Boston University.
Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 4.9
LIONSIMBA
A Matlab framework based on a finite volume model suitable for Li-ion battery design, simulation, and control.
Energy Storage - Battery - Last synced: 26 Mar 2026 - Ranking: 4.9
Annual Technology Baseline Calculators
To inform electric and transportation sector analysis in the United States, each year NREL provides a robust set of modeling input assumptions for energy technologies and a diverse set of potential electricity generation futures or modeling scenarios.
Energy Systems - Energy Data Accessibility and Integration - Last synced: 26 Mar 2026 - Ranking: 4.9
SERVIR Applied Deep Learning Book
Use satellite data and geospatial technology to address critical challenges in weather & climate resilience, agriculture and food security, ecosystem and carbon management, water security, disasters, as well as air quality and health
deeplearning geoai remotesensing
Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 4.9
PyEarthScience
Python modules, scripts and iPython notebooks, in particular for Earth System data processing and visualization used in climate science.
analysis cartopy cdo georeferenced-data matplotlib ncl notebooks pyngl pynio python python-cdo spatial-data visualization xarray
Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 4.9
Argo Online School
Teach the basic foundations to use and understand the Argo data, an international program that collects information from inside the ocean using a fleet of approximately 4,000 floats that drift with the ocean currents.
argo argo-data argo-floats online-learning python training-material tutorial
Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 4.9
open-energy-modeling-benchmarks
The purpose of this repository is to collate a collection of benchmarks related to open energy modeling in JuMP.
Energy Systems - Energy System Modeling Frameworks - Last synced: 26 Mar 2026 - Ranking: 4.9
Industrial Smoke Plume Detection
Characterization of Industrial Smoke Plumes from Remote Sensing Data.
deep-learning earth-observation greenhouse-gas-emissions machine-learning pollution-prediction remote-sensing
Emissions - Emission Observation and Modeling - Last synced: 26 Mar 2026 - Ranking: 4.9
Private Jet Flights
Track and quantify emissions of private jets.
Emissions - Emission Observation and Modeling - Last synced: 27 Mar 2026 - Ranking: 4.9
HarvestStat
Contains cleaned and harmonized subnational global crop production data from various sources, including the Famine Early Warning Systems Network (FEWS NET) of the United States Agency for International Development (USAID) and the Food and Agriculture Organization (FAO).
Consumption - Agriculture and Nutrition - Last synced: 26 Mar 2026 - Ranking: 4.9
PyPSA-China
A open-source model of the Chinese energy system covering electricity and heat that co-optimizes dispatch and investments under user-set constraints, such as limits to environmental impacts, to minimize costs.
energy-system-model optimisation
Energy Systems - Global and Regional Energy System Models - Last synced: 26 Mar 2026 - Ranking: 4.9
Electricity Demand Data
A Python-based project focused on collecting, processing, and forecasting hourly electricity demand data.
Energy Systems - Load and Demand Forecasting - Last synced: 26 Mar 2026 - Ranking: 4.9
Biodiversity Heritage Library
Biodiversity Heritage Library's web site, databases, and supporting services.
Biosphere - Biodiversity Data Access and Management - Last synced: 26 Mar 2026 - Ranking: 4.9
Vehicle Energy Dataset
A large-scale dataset for vehicle energy consumption research.
Consumption - Mobility and Transportation - Last synced: 26 Mar 2026 - Ranking: 4.9
Coastwards
A global citizen science project to help scientists study the risks of sea-level rise.
citizen-science coast sea-level-rise
Hydrosphere - Coastal and Reefs - Last synced: 26 Mar 2026 - Ranking: 4.9
Hy2DL
A Python library to create hydrological models for rainfall-runoff prediction, which make use of deep learning methods.
Hydrosphere - Freshwater and Hydrology - Last synced: 26 Mar 2026 - Ranking: 4.9
GenoFLU
Bird influenza data pipeline to automate genotyping assignment.
Biosphere - Avian Monitoring and Analysis - Last synced: 26 Mar 2026 - Ranking: 4.9
Flood Mapping
Flood forecasting via the National Water Model.
floods hand mapping national-water-model
Climate Change - Natural Hazard and Storms - Last synced: 26 Mar 2026 - Ranking: 4.9
sar_snowmelt_timing
Contains notebooks and tools to identify snowmelt timing using time series analysis of backscatter of Sentinel-1 C-band SAR.
backscatter runoff sar sentinel-1 snowmelt
Cryosphere - Snow and Permafrost - Last synced: 26 Mar 2026 - Ranking: 4.9
SOmap
The goal of this package is to make publication quality round Southern Ocean maps in polar projections with little effort.
Cryosphere - Sea Ice - Last synced: 26 Mar 2026 - Ranking: 4.9
AWH-Geo
Tool and calculations for Global Potential of Harvesting Drinking Water from Air using Solar Energy.
Natural Resources - Water Supply and Quality - Last synced: 26 Mar 2026 - Ranking: 4.9
TrackEddy
Used to investigate trends of eddy kinetic energy in the ocean using satellite sea surface height anomaly.
eddies eddy extraction ocean oceanic-eddies
Hydrosphere - Ocean Models - Last synced: 26 Mar 2026 - Ranking: 4.9
ClimODE
Models precise weather evolution with value-conserving dynamics, learning global weather transport as a neural flow, which also enables estimating the uncertainty in predictions.
Climate Change - Earth and Climate Modeling - Last synced: 26 Mar 2026 - Ranking: 4.8
BioSNICAR
Predicts the spectral albedo of snow and glacier ice between 200nm to 5000nm given information about the illumination conditions, ice structure and the type and concentration particulates.
Cryosphere - Snow and Permafrost - Last synced: 26 Mar 2026 - Ranking: 4.8
OpenPlantPathology
Open Plant Pathology is an initiative that supports and promotes the spread of all open, transparent and reproducible practices in the field of plant pathology.
openplantpathology reproducible-research
Biosphere - Plants and Vegetation - Last synced: 26 Mar 2026 - Ranking: 4.8
META 2021
Advanced integrated assessment model (SC-IAM), designed as a model-based meta-analysis of the effects of tipping points on the social cost of carbon.
Climate Change - Integrated Assessment and Climate Policy - Last synced: 26 Mar 2026 - Ranking: 4.8
WeatherLayers GL
Weather Visualization Layers and Controls for deck.gl.
Atmosphere - Meteorological Observation and Forecast - Last synced: 26 Mar 2026 - Ranking: 4.8
DeepR
Global reanalysis downscaling to regional scales by means of deep learning techniques.
Climate Change - Climate Downscaling - Last synced: 26 Mar 2026 - Ranking: 4.8
BEMRosetta
Used to model hydrodynamic forces in offshore devices like ships, offshore wind platforms and wave energy converters.
boundary-element hydrodynamic-coefficients-viewer hydrodynamics mesh-processing meshviewer offshore-wind-platforms potential-flow wave-energy
Renewable Energy - Hydro Energy - Last synced: 26 Mar 2026 - Ranking: 4.8
Water Productivity and Water Accounting using WaPOR
Jupyter notebooks for Water Accounting and Water Productivity using WaPOR course.
Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 4.8
OSDG Community Dataset
A public dataset of thousands of text excerpts, validated by OSDG Community Platform citizen scientists with respect to the Sustainable Development Goals.
citizen-science citsci crowdsourcing dataset digital-public-goods machine-learning open-data public-good public-goods sdg sdg-data sdgs sustainability sustainable-development-goals united-nations
Sustainable Development - Sustainable Development Goals - Last synced: 26 Mar 2026 - Ranking: 4.8
UN/CEFACT CRM
Critical raw materials traceability & transparency project.
Industrial Ecology - Life Cycle Assessment - Last synced: 26 Mar 2026 - Ranking: 4.8
ausplotsR
Directly access plot-based data on vegetation and soils across Australia, with simple function calls to extract the data and merge them into species occurrence matrices for analysis or to calculate things like basal area and fractional cover.
Natural Resources - Soil and Land - Last synced: 26 Mar 2026 - Ranking: 4.8
Global Carbon Budget
An annual living data publication of carbon cycle sources and sinks, generated from multiple data sources and by multiple organisations and research groups.
Emissions - Emission Observation and Modeling - Last synced: 26 Mar 2026 - Ranking: 4.8
GlobalDeltaChange
A theoretical framework to predict delta morphology and delta change, and a set of codes to make this predictions on a global scale for about 11,000 deltas.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 26 Mar 2026 - Ranking: 4.7
GeoNuclearData
Database with information about Nuclear Power Plants worldwide.
database energy geolocation npps nuclear open-data open-datasets plant power powerplant reactor
Energy Systems - Energy Data Accessibility and Integration - Last synced: 26 Mar 2026 - Ranking: 4.7
GWHAT
A free, open source, and cross-platform interactive computer program whose main focus is the interpretation of observation well hydrographs.
groundwater-recharge hydrographs soil-water-balance well-hydrograph
Natural Resources - Water Supply and Quality - Last synced: 26 Mar 2026 - Ranking: 4.7
autoXRD
A Python package for automatic XRD pattern classification of thin-films, tweaked for small and class-imbalanced datasets.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 26 Mar 2026 - Ranking: 4.7
Green Monitoring Stack
An open-source stack that monitors the network, data center (compute / storage) infrastructure, third-party devices and external sources to understand the energy consumption and its relation to traffic and bandwidth, the cost and the carbon footprint at various levels of granularity.
co2-emissions energy power sustainability
Energy Systems - Building Energy Monitoring - Last synced: 26 Mar 2026 - Ranking: 4.7
POSEIDON
A fishery agent-based model.
agent-based-modeling fisheries
Biosphere - Marine Life and Fishery - Last synced: 26 Mar 2026 - Ranking: 4.7
WSL Julia Workshop 2023
Practical introduction to Julia for modelling and data analysis in biodiversity and earth sciences.
Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 4.7
From Snow to Flow
Describe important dynamics that determine how snow turns into flow, and the charts show the connection between snowpack (measured as snow water equivalent) and streamflow (measured as discharge).
Cryosphere - Snow and Permafrost - Last synced: 26 Mar 2026 - Ranking: 4.7
Open Energy Tracker
An open data platform for monitoring and visualizing energy policy targets.
data visualization dataset energy plotly policy python renewable energy
Energy Systems - Energy Policy - Last synced: 26 Mar 2026 - Ranking: 4.7
PNVmaps
Global Maps of Potential Natural Vegetation based on Machine Learning.
Biosphere - Biomass - Last synced: 26 Mar 2026 - Ranking: 4.7
BETTER
Building Efficiency Targeting Tool for Energy Retrofits.
Consumption - Buildings and Heating - Last synced: 26 Mar 2026 - Ranking: 4.7
hf_hydrodata
This Python package is a product of the HydroFrame project and is designed to provide easy access to national hydrologic simulations generated using the National ParFlow model as well as a variety of other gridded model input datasets and point observations.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 26 Mar 2026 - Ranking: 4.7
seacarb
An R package that calculates various parameters of the carbonate system in seawater.
Hydrosphere - Ocean Carbon and Temperature - Last synced: 26 Mar 2026 - Ranking: 4.7
US_SoilGrids100m
Complete-coverage gridded predictions of soil properties (percent organic carbon, total nitrogen, bulk density, pH, and percent sand and clay) and classes (taxonomic great group and particle size in the control section) for the Conterminous U.S.
Natural Resources - Soil and Land - Last synced: 26 Mar 2026 - Ranking: 4.7
Climate Tool
A tool for connecting together scientific information across climate, health and policy in the UK.
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Mar 2026 - Ranking: 4.7
Climate Data Store Toolbox for MATLAB
This toolbox allows you to easily access data and download hundreds of data sets associated with climate change for analysis in MATLAB.
climate climate-data data-analysis data-science matlab matlab-toolbox
Climate Change - Climate Data Access and Visualization - Last synced: 26 Mar 2026 - Ranking: 4.7
HAMLET
A modular and extendable open-source toolbox for the development and testing of market designs with a focus on local interactions at the distribution level.
agent-based energy framework local market-design markets modeling simulation trading
Energy Systems - Energy Markets - Last synced: 26 Mar 2026 - Ranking: 4.7
G³M-f
The global gradient-based groundwater model framework is an extensible program to build groundwater models.
Hydrosphere - Freshwater and Hydrology - Last synced: 26 Mar 2026 - Ranking: 4.7
CREAHIA
An R package dedicated to health impact assessment (HIA) of air pollution.
Natural Resources - Air Quality - Last synced: 26 Mar 2026 - Ranking: 4.7
Surfrider Plastic Origins
A citizen science project that uses AI to map plastic pollution in European rivers and share its data publicly.
citizen-science detection-model ngo ngo-data trash
Industrial Ecology - Circular Economy and Waste - Last synced: 26 Mar 2026 - Ranking: 4.6
FEEP
Improve the energy efficiency of free and open source software.
Consumption - Computation and Communication - Last synced: 26 Mar 2026 - Ranking: 4.6
Geo-TIDE-backend
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 Mar 2026 - Ranking: 4.6
BayesProcess
A Python package for Physics informed Bayesian network inference using neural network surrogate model for matching process / variable / performance in solar cells.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 26 Mar 2026 - Ranking: 4.6
StrataTrapper
Advanced modelling of CO2 migration and trapping.
capillary-pressure carbon-dioxide co2 co2-storage heterogeneity matlab opm-flow pflotran porous-media-flow reservoir-simulation upscaling
Emissions - Carbon Capture - Last synced: 26 Mar 2026 - Ranking: 4.6
PEACH
Computes climate indicators over hundreds of different Earth System Model simulations, then combine the results into a single probability density function, accounting for model performance and the relative likelihood of greenhouse gas emission scenario.
Climate Change - Natural Hazard and Storms - Last synced: 26 Mar 2026 - Ranking: 4.6
shinyssdtools
A Shiny application for fitting species sensitivity distribution, a method for getting water quality benchmarks to characterize effects of chemical contaminants for water quality or ecological risk assessment.
env species-sensitivity-distribution ssd water-quality-guideline
Biosphere - Species Distribution Modeling - Last synced: 26 Mar 2026 - Ranking: 4.6
Tree Tracker
Used by people who plant trees so they don't have to manually type coordinates with pictures they took.
Biosphere - Deforestation and Reforestation - Last synced: 26 Mar 2026 - Ranking: 4.6
TIMES MIRO App
An open source platform primarily intended to promote the dissemination and use of existing TIMES models.
Energy Systems - Energy System Modeling Frameworks - Last synced: 26 Mar 2026 - Ranking: 4.6
plasticparcels
A Python package for simulating the transport and dispersion of plastics in the ocean.
Industrial Ecology - Circular Economy and Waste - Last synced: 26 Mar 2026 - Ranking: 4.6
PVSC48-Python-Tutorial
Computing tutorial with focus on PV computing packages, Python, data wrangling with Pandas, and data viz.
energy photovoltaics pvlib python solar tutorials
Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 4.6
PyPSA-PL
An implementation of the energy modelling framework PyPSA shipped with a use-ready dataset tailored for the Polish energy system.
Energy Systems - Global and Regional Energy System Models - Last synced: 26 Mar 2026 - Ranking: 4.6
GEPA
This repository contains the code for the EPA U.S. gridded methane greenhouse gas inventory.
Emissions - Emission Observation and Modeling - Last synced: 26 Mar 2026 - Ranking: 4.6
ChaosBench
A benchmark project to improve and extend the predictability range of deep weather emulators to the subseasonal-to-seasonal (S2S) scale.
Climate Change - Earth and Climate Modeling - Last synced: 26 Mar 2026 - Ranking: 4.6
Home Energy Assessment Database
Documentation, conversions, and data supporting Climate Cooperative's home energy audit and calculation tools.
carbon-emissions climate climate-change climate-change-mitigation climate-data climate-solutions energy energy-consumption energy-data energy-efficiency sustainability sustainability-assessment sustainable-development-goals
Consumption - Buildings and Heating - Last synced: 26 Mar 2026 - Ranking: 4.6
whobs-server
This is the code for the online optimization of zero-direct-emission electricity systems with wind, solar and storage (using batteries and electrolysed hydrogen gas) to provide a baseload electricity demand, using the cost and other assumptions of your choice.
Energy Systems - Energy System Modeling Frameworks - Last synced: 26 Mar 2026 - Ranking: 4.6
MarineEcosystemsJuliaCon2021.jl
Modeling Marine Ecosystems At Multiple Scales Using Julia.
Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 4.6
EWDM
Python toolkit for estimating directional wave spectra of ocean waves based on wavelet transform.
adcps directional-spectrum spotter wavelets waves wavestaffs wdm
Hydrosphere - Waves and Currents - Last synced: 26 Mar 2026 - Ranking: 4.6
sea-ice
Displays the monthly mean sea ice extent for the Arctic and Antarctic along with the historical median extent.
antarctic arcgis-js-api arcgis-online arctic d3 esri living-atlas sea-ice visualization
Cryosphere - Sea Ice - Last synced: 26 Mar 2026 - Ranking: 4.6
GeoCLUSTER
A Python-based web application that provides a collection of interactive methods for streamlining the visualization of the technical and economic modeling of closed-loop geothermal systems.
dash-app geothermal-energy techno-economic
Renewable Energy - Geothermal Energy - Last synced: 26 Mar 2026 - Ranking: 4.6
reservatoriosBR
R package for Brazilian reservoirs data.
Natural Resources - Water Supply and Quality - Last synced: 26 Mar 2026 - Ranking: 4.5
LCIA
Contains important files from the ecoinvent Life Cycle Impact Assessment method implementation procedure for ecoinvent.
Industrial Ecology - Life Cycle Assessment - Last synced: 26 Mar 2026 - Ranking: 4.5
IonMonger
A free and fast perovskite solar cell simulator with coupled ion vacancy and charge carrier dynamics in one dimension.
halide-ion-migration perovskite-solar-cells
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 26 Mar 2026 - Ranking: 4.5
LAVA
A tool to calculate the available area in a user defined study region for building renewable energy generators like utility-scale ground-mounted solar PV and wind onshore.
energy-modelling energy-potential land-availability power-potential python resource-potential
Energy Systems - Renewable Energy Integration - Last synced: 26 Mar 2026 - Ranking: 4.5
Seedlot Selection Tool
A GIS mapping program designed to help forest managers match seedlots with planting sites based on climatic information.
Biosphere - Deforestation and Reforestation - Last synced: 26 Mar 2026 - Ranking: 4.5
GENeSYS-MOD
An open-source energy system model, originally based on the Open-Source Energy Modeling System (OSeMOSYS) framework, with various additions - available in GAMS and Julia/JuMP.
Energy Systems - Energy System Modeling Frameworks - Last synced: 26 Mar 2026 - Ranking: 4.5
NASAaccess
An R package that can generate gridded ASCII tables of climate (CIMP5) and weather data (GPM, TRMM, GLDAS) needed to drive various hydrological models (e.g. SWAT, VIC, RHESSys).
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Mar 2026 - Ranking: 4.5
WHOI HABhub Data Portal
Is being developed as a data access and visualization portal for the New England Harmful Algal Bloom Observing Network.
Biosphere - Marine Life and Fishery - Last synced: 26 Mar 2026 - Ranking: 4.5
Blueant
Environmental data for Antarctic and Southern Ocean science.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 26 Mar 2026 - Ranking: 4.5
WAVES
Wind Asset Value Estimation System is a tool for estimating the lifecycle costs of offshore wind projects using NREL's flagship techno economic models.
discrete-event-simulation lcoe offshore-wind python simulation wind-energy wind-energy-analytics
Renewable Energy - Wind Energy - Last synced: 27 Mar 2026 - Ranking: 4.5
ESTA
A command-line tool for processing raw emissions data into spatially and temporally-allocated emissions inventories, suitable for photochemicaly modeling or other analysis.
air-pollution automobiles emissions inventory modeling on-road
Emissions - Emission Observation and Modeling - Last synced: 26 Mar 2026 - Ranking: 4.5
cgenie
GENIE family of Earth system models.
Climate Change - Earth and Climate Modeling - Last synced: 27 Mar 2026 - Ranking: 4.5
Open-TYNDP Workshops
Accompany the development of an open-source energy modeling tool for the Ten-Year Network Development Plan.
Sustainable Development - Education - Last synced: 27 Mar 2026 - Ranking: 4.5
SASKTRAN2
A user-friendly atmospheric radiative transfer model from the University of Saskatchewan, redesigned for efficient hyperspectral calculations and full weighting function support.
Atmosphere - Radiative Transfer - Last synced: 26 Mar 2026 - Ranking: 4.5
NFDRS4
The US National Fire Danger Rating System Version 4.0.
Biosphere - Wildfire - Last synced: 26 Mar 2026 - Ranking: 4.5
ccvi-data
Establish a scientifically informed tool that enables policymakers and researchers to assess and map current global risks to human security arising from climate and conflict hazards, their intersections and the potential for harmful interactions.
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Mar 2026 - Ranking: 4.5
HBERT
A open source Revit plug in that measure the embodied carbons of materials applied within a Revit model.
Consumption - Computation and Communication - Last synced: 26 Mar 2026 - Ranking: 4.5
EMMA
The core repository for environmental data processing in the Ecological Monitoring and Management Application EMMA.io.
Biosphere - Conservation and Restoration - Last synced: 27 Mar 2026 - Ranking: 4.5
canopyLazR
An R package that estimates leaf area density and leaf area index from airborne LiDAR point clouds.
Biosphere - Forest Remote Sensing - Last synced: 26 Mar 2026 - Ranking: 4.5
OpenIO-Canada
Module to create symmetric Environmentally Extended Input-Output tables for Canada.
canada carbon-footprint energy-consumption environmental-modelling industrial-ecology input-output-analysis water-footprint
Industrial Ecology - Input Output Model - Last synced: 26 Mar 2026 - Ranking: 4.5
OSeMBE_ECEMF
Contains the energy future scenarios modelled in OSeMBE as part of the ECEMF project, which brings together energy and climate researchers and policy makers to address the central challenge of our time - how to achieve climate neutrality.
Energy Systems - Global and Regional Energy System Models - Last synced: 26 Mar 2026 - Ranking: 4.5
wildflow
Open marine biodiversity data platform aiming to protect oceans by accelerating research and conservation.
ai biodiversity conservation data ocean restoration
Biosphere - Biodiversity Data Access and Management - Last synced: 26 Mar 2026 - Ranking: 4.5
freshwater
Greenland liquid water runoff from 1958 through 2019.
grass-gis greenland org-mode scientific-workflows water
Cryosphere - Glacier and Ice Sheets - Last synced: 26 Mar 2026 - Ranking: 4.5
