CLIBD
A model uses contrastive learning to map biological images, DNA barcodes, and textual taxonomic labels to the same latent space.
Biosphere - Biodiversity Analysis and Metrics - Last synced: 02 Jun 2026 - Ranking: 5.1
DeepMove
Predicting Human Mobility with Attentional Recurrent Networks.
attention mobility-trajectory prediction www
Consumption - Mobility and Transportation - Last synced: 02 Jun 2026 - Ranking: 5.1
OSDG
Tool that assigns Sustainable Development Goals labels to your input.
machine-learning machine-learning-algorithms machine-translation ml open-source osdg sdg sdg-data sdgs sustainability sustainability-score sustainable-development sustainable-development-goals united-nations
Sustainable Development - Sustainable Development Goals - Last synced: 02 Jun 2026 - Ranking: 5.1
knfi
An R package was developed to efficiently manage and analyze large-scale National Forest Inventory (NFI) data in South Korea, streamlining the process of monitoring forest ecosystem changes using extensive nationwide survey data.
Biosphere - Forest Observation and Management - Last synced: 02 Jun 2026 - Ranking: 5.1
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: 02 Jun 2026 - Ranking: 5.0
MapBiomas 101
Google Earth Engine Tutorials to produce annual land use and land cover maps from Brazil.
Sustainable Development - Education - Last synced: 02 Jun 2026 - Ranking: 5.0
Eumap
Comprises environmental, land cover, terrain, climatic, soil and vegetation layers covering the continental Europe at relatively fine spatial resolutions.
ensemble environmental layers europe gis machine learning
Sustainable Development - Data Catalogs and Interfaces - Last synced: 02 Jun 2026 - Ranking: 5.0
openLISEM
A spatial model for simulation of the full waterbalance, overland flow, flooding and sediment erosion, transport and deposition in all flows.
Hydrosphere - Freshwater and Hydrology - Last synced: 02 Jun 2026 - Ranking: 5.0
Near Real-Time Survey Progress and Temperature Maps
Create daily survey station daily temperature and anomaly plots as the ships work their way through the Bering Sea.
alaska climate data-visualization groundfish map noaa-fisheries temperature visualization
Biosphere - Marine Life and Fishery - Last synced: 02 Jun 2026 - Ranking: 5.0
WeatherLayers GL
Weather Visualization Layers and Controls for deck.gl.
Atmosphere - Meteorological Observation and Forecast - Last synced: 02 Jun 2026 - Ranking: 5.0
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: 02 Jun 2026 - Ranking: 5.0
agroclimatico
A set of functions for calculating hydrological climate indices and statistics from tidy data, including a function for plotting geo-referenced results and mapping information.
Climate Change - Climate Data Processing and Analysis - Last synced: 02 Jun 2026 - Ranking: 5.0
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: 02 Jun 2026 - Ranking: 5.0
cultionet
A library for semantic segmentation of cultivated land using a neural network.
agriculture cropland crops deep-learning fields land-cover pytorch pytorch-lightning remote-sensing satellite
Natural Resources - Soil and Land - Last synced: 02 Jun 2026 - Ranking: 5.0
Plant-Pollinator Interactions Vocabulary
Plant-Pollinator Interactions is a standardized vocabulary maintained by the Brazilian Network on Plant-Pollinator Interactions.
darwincore data-standard plant-pollinator-interactions vocabulary
Sustainable Development - Taxonomy and Ontology - Last synced: 02 Jun 2026 - Ranking: 5.0
The General Circulation of the Atmosphere
The course gives a broad overview about the general circulation of the atmosphere, including the tropospheric and stratospheric circulations.
Sustainable Development - Education - Last synced: 02 Jun 2026 - Ranking: 5.0
FSDL Deforestation Detection
A deep learning approach to detecting deforestation risk, using satellite images and a deep learning model.
Biosphere - Deforestation and Reforestation - Last synced: 02 Jun 2026 - Ranking: 5.0
OPEN
The framework combines distributed energy resource modelling (e.g. for PV generation sources, battery energy storage systems, electric vehicles), energy market modelling, power flow simulation and multi-period optimisation for scheduling flexible energy resources.
Energy Systems - Renewable Energy Integration - Last synced: 02 Jun 2026 - Ranking: 5.0
PyChEmiss
A Python script to create the wrfchemi file from local emissions needed to run WRF-Chem model.
Emissions - Emission Observation and Modeling - Last synced: 02 Jun 2026 - Ranking: 5.0
se.plan
This mapping tool combines ecological data on forest restoration with data on restoration’s benefits, costs, and risks.
Biosphere - Deforestation and Reforestation - Last synced: 02 Jun 2026 - Ranking: 5.0
GEOH2
Calculates the locational cost of green hydrogen production, storage, transport, and conversion to meet demand in a specified location.
Energy Storage - Hydrogen - Last synced: 02 Jun 2026 - Ranking: 5.0
ALPGM
Regional glacier evolution model based on deep learning and parametrizations.
deep-learning glacier glacier-modelling surface-mass-balance
Cryosphere - Glacier and Ice Sheets - Last synced: 02 Jun 2026 - Ranking: 5.0
24/7 Carbon Free Energy
The purpose of this project is to study the feasibility, costs, and impacts of 24/7 CFE in the commercial and industrial (C&I) sector in five distinct geographies in Asia.
Energy Systems - Global and Regional Energy System Models - Last synced: 01 Jun 2026 - Ranking: 5.0
pyLCAIO
An object class to hybridize lifecycle assessment and environmentally extended input-output (EEIO) databases.
brightway2 carbon-footprint database ecoinvent energy-consumption environmental-modelling exiobase industrial-ecology input-output life-cycle-assessment scientific-research water-footprint
Industrial Ecology - Input Output Model - Last synced: 01 Jun 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: 02 Jun 2026 - Ranking: 4.9
Fundamentals of Solar Cells and Photovoltaic Systems Engineering
Learn modeling solar radiation, calculating IV curves for varying irradiance and temperature, modeling electricity generation from PV installations, optimizing PV module orientation and inclination, and conducting time series analysis of solar generation.
Sustainable Development - Education - Last synced: 01 Jun 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: 02 Jun 2026 - Ranking: 4.9
Applied Environmental Statistics
Applied Environmental Statistics course of the Boston University.
Sustainable Development - Education - Last synced: 02 Jun 2026 - Ranking: 4.9
DeepR
Global reanalysis downscaling to regional scales by means of deep learning techniques.
Climate Change - Climate Downscaling - Last synced: 02 Jun 2026 - Ranking: 4.9
POOPy
Object Oriented Python package for interfacing with English Water Companies Event Duration Monitoring data.
Natural Resources - Water Supply and Quality - Last synced: 01 Jun 2026 - Ranking: 4.9
rdefra
Interact with the UK AIR Pollution Database from DEFRA.
air-pollution air-pollution-levels air-quality defra peer-reviewed r r-package rstats uk
Natural Resources - Air Quality - Last synced: 02 Jun 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: 02 Jun 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: 02 Jun 2026 - Ranking: 4.9
Private Jet Flights
Track and quantify emissions of private jets.
Emissions - Emission Observation and Modeling - Last synced: 02 Jun 2026 - Ranking: 4.9
Vehicle Energy Dataset
A large-scale dataset for vehicle energy consumption research.
Consumption - Mobility and Transportation - Last synced: 02 Jun 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: 02 Jun 2026 - Ranking: 4.9
IfcLCA
Provides access to environmental impact material data sourced from open data published by Koordinationskonferenz der Bau- und Liegenschaftsorgane der öffentlichen Bauherren.
Industrial Ecology - Life Cycle Assessment - Last synced: 01 Jun 2026 - Ranking: 4.9
RangeShiftR
A state-of-the-art eco-evolutionary modelling platform that is becoming increasingly used worldwide for both theoretical and applied purposes.
Biosphere - Ecological and Environmental Modeling - Last synced: 02 Jun 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: 02 Jun 2026 - Ranking: 4.9
Earth Observation Data Science Cookbook
This Project Pythia Cookbook covers a range of Earth observation examples employing the Pangeo philosophy. The examples represent the main research lines and BSc/MSc courses at the Department of Geodesy and Geoinformation at the TU Wien.
earth-observation remote-sensing
Sustainable Development - Education - Last synced: 02 Jun 2026 - Ranking: 4.9
GenoFLU
Bird influenza data pipeline to automate genotyping assignment.
Biosphere - Avian Monitoring and Analysis - Last synced: 02 Jun 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: 02 Jun 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: 02 Jun 2026 - Ranking: 4.9
ECHO-AIR
A repository of scripts used for converting emissions to concentrations and health impacts using the InMAP Source-Receptor Matrix.
Natural Resources - Air Quality - Last synced: 02 Jun 2026 - Ranking: 4.9
iMOD
An easy to use Graphical User Interface + an accelerated Deltares-version of MODFLOW with fast, flexible and consistent sub-domain modeling techniques.
groundwater imod modflow qgis-plugin
Natural Resources - Water Supply and Quality - Last synced: 02 Jun 2026 - Ranking: 4.9
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: 01 Jun 2026 - Ranking: 4.9
Brinjel
Crop planning and recordkeeping software for and by market gardeners.
agriculture crop planning market gardening recordkeeping
Consumption - Agriculture and Nutrition - Last synced: 01 Jun 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: 02 Jun 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: 02 Jun 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: 02 Jun 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: 02 Jun 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: 02 Jun 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: 02 Jun 2026 - Ranking: 4.9
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: 02 Jun 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: 02 Jun 2026 - Ranking: 4.8
FHWA's DANA Tool
The Database for Air Quality and Noise Analysis (DANA) Tool provides traffic-related inputs to the Motor Vehicle Emission Simulator (MOVES) vehicle emissions model and the Traffic Noise Model (TNM).
Natural Resources - Air Quality - Last synced: 02 Jun 2026 - Ranking: 4.8
Pywr-DRB
An open-source Python model for exploring the role of reservoir operations, transbasin diversions, minimum flow targets, and other regulatory rules on water availability and drought risk in the Delaware River Basin.
Hydrosphere - Freshwater and Hydrology - Last synced: 01 Jun 2026 - Ranking: 4.8
Whisp
Geospatial Analysis Tool for Zero-Deforestation Claims.
Biosphere - Deforestation and Reforestation - Last synced: 02 Jun 2026 - Ranking: 4.8
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: 02 Jun 2026 - Ranking: 4.8
Biodiversity Heritage Library
Biodiversity Heritage Library's web site, databases, and supporting services.
Biosphere - Biodiversity Data Access and Management - Last synced: 02 Jun 2026 - Ranking: 4.8
TIMES-Ireland Model
Information on the Irish energy system as it is today and the best available projections for what the future technology and fuel options and demands will be.
energy-planning energy-system-model gams ireland scenario-analysis times-model
Energy Systems - Global and Regional Energy System Models - Last synced: 02 Jun 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: 02 Jun 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: 02 Jun 2026 - Ranking: 4.8
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: 02 Jun 2026 - Ranking: 4.8
Pyregence
A web portal for displaying near-term fire forecast results for the state of California.
Biosphere - Wildfire - Last synced: 01 Jun 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: 02 Jun 2026 - Ranking: 4.8
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: 02 Jun 2026 - Ranking: 4.8
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: 02 Jun 2026 - Ranking: 4.8
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: 02 Jun 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: 01 Jun 2026 - Ranking: 4.8
PNVmaps
Global Maps of Potential Natural Vegetation based on Machine Learning.
Biosphere - Biomass - Last synced: 01 Jun 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: 01 Jun 2026 - Ranking: 4.8
UN/CEFACT CRM
Critical raw materials traceability & transparency project.
Industrial Ecology - Life Cycle Assessment - Last synced: 02 Jun 2026 - Ranking: 4.8
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: 02 Jun 2026 - Ranking: 4.8
WSL Julia Workshop 2023
Practical introduction to Julia for modelling and data analysis in biodiversity and earth sciences.
Sustainable Development - Education - Last synced: 02 Jun 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: 01 Jun 2026 - Ranking: 4.8
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: 02 Jun 2026 - Ranking: 4.7
BETTER
Building Efficiency Targeting Tool for Energy Retrofits.
Consumption - Buildings and Heating - Last synced: 02 Jun 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: 02 Jun 2026 - Ranking: 4.7
POSEIDON
A fishery agent-based model.
agent-based-modeling fisheries
Biosphere - Marine Life and Fishery - Last synced: 02 Jun 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: 02 Jun 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: 02 Jun 2026 - Ranking: 4.7
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: 02 Jun 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: 02 Jun 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: 02 Jun 2026 - Ranking: 4.7
GEPA
This repository contains the code for the EPA U.S. gridded methane greenhouse gas inventory.
Emissions - Emission Observation and Modeling - Last synced: 02 Jun 2026 - Ranking: 4.7
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: 02 Jun 2026 - Ranking: 4.7
CREAHIA
An R package dedicated to health impact assessment (HIA) of air pollution.
Natural Resources - Air Quality - Last synced: 02 Jun 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: 02 Jun 2026 - Ranking: 4.7
InSPIRE
Here we will collect scripts, trainings, studies, and any other open-source material that can help further the understanding and research of agrivoltaics.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 02 Jun 2026 - Ranking: 4.7
AI Wattch
Chrome browser extension to measure ChatGPT carbon emissions during conversations.
carbon-emissions carbon-footprint chatgpt claude energy-consumption energy-efficiency gemini greenai llm-inference otm-methodology
Consumption - Computation and Communication - Last synced: 02 Jun 2026 - Ranking: 4.6
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: 02 Jun 2026 - Ranking: 4.6
HuracanPy
Provide a unified tool for working with cyclone track data.
Climate Change - Natural Hazard and Storms - Last synced: 02 Jun 2026 - Ranking: 4.6
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: 02 Jun 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: 02 Jun 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: 02 Jun 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: 02 Jun 2026 - Ranking: 4.6
