PyPES
A class hierarchy designed to represent configurations of process engineering systems, such as wastewater treatment or desalination plants.
Natural Resources - Water Supply and Quality - Last synced: 12 May 2025 - Ranking: 9.2

The Community Earth System Model
Composed of separate models simultaneously simulating the Earth's atmosphere, ocean, land, river run-off, land-ice, and sea-ice, plus one central coupler/moderator component, it allows researchers to conduct fundamental research into the Earth's past, present, and future climate states.
Climate Change - Earth and Climate Modeling - Last synced: 12 May 2025 - Ranking: 9.1

mregions2
Offers a streamlined interface to access data from Marine Regions in R for researchers, marine scientists, and geospatial analysts seeking marine geographical information.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 12 May 2025 - Ranking: 9.1

jmastats
Download Weather Data from Japan Meteorological Agency Website.
climate-change rpackage weather
Atmosphere - Meteorological Observation and Forecast - Last synced: 12 May 2025 - Ranking: 9.1

Inundation Mapping
Flood inundation mapping and evaluation software configured to work with U.S. National Water Model.
evaluation flood-inundation-maps gis hydrology inundation mapping national-hydrography-dataset national-water-center noaa
Climate Change - Natural Hazard and Storm - Last synced: 12 May 2025 - Ranking: 9.1

RFishBC
Helps fisheries scientists collect measurements from calcified structures and back-calculate estimated lengths at previous ages.
fish fisheries fisheries-management fisheries-stock-assessment population-dynamics r stock-assessment
Biosphere - Marine Life and Fishery - Last synced: 12 May 2025 - Ranking: 9.1

dfoliatR
Provide dendrochronologists with tools for identifying and analyzing the signatures of insect defoliators preserved in tree rings.
budworm defoliators dendrochronology dendroecology disturbance forests insects outbreak tree-rings
Biosphere - Forest Modeling and Analysis - Last synced: 13 May 2025 - Ranking: 9.1

matpower
A package of M-files for solving power flow, continuation power flow and optimal power flow problems using MATLAB or Octave.
Energy Systems - Energy System Modeling Frameworks - Last synced: 12 May 2025 - Ranking: 9.1

windfarmGA
Genetic algorithm to optimize the layout of wind farms.
Renewable Energy - Wind Energy - Last synced: 12 May 2025 - Ranking: 9.1

ClimateSERVpy
Enables access to the ClimateSERV API where many types of climate data can be subset by area of interest, and time range, then either downloaded as tif, or NetCDf files, or the data can be statistically processed to render json values or csv.
chirps climateserv dataset emodis esi imerg python smap time-series
Climate Change - Climate Data Access and Visualization - Last synced: 12 May 2025 - Ranking: 9.1

riskmapjnr
Obtain maps of the spatial risk of deforestation and forest degradation following the methodology developed in the context of the Jurisdictional and Nested REDD+ (JNR) and using only a forest cover change map as input.
climate-change-mitigation co2-emissions deforestation-risk forest-conservation jurisdictional-and-nested-redd verified-carbon-standard
Biosphere - Deforestation and Reforestation - Last synced: 13 May 2025 - Ranking: 9.1

MOM6
A numerical representation of the ocean fluid with applications from the process scale to the planetary circulation scale.
Hydrosphere - Ocean Models - Last synced: 12 May 2025 - Ranking: 9.0

Meirim
A open-source smart city application that facilitates transparency in urban planning.
citizen-participation democracy smart-cities urban-planning
Consumption - Buildings and Heating - Last synced: 12 May 2025 - Ranking: 9.0

Treetracker
Coordinates the digital capture of tree growth data in the field, allowing to establish employment for people living in extreme poverty based on tree planting.
Biosphere - Deforestation and Reforestation - Last synced: 12 May 2025 - Ranking: 9.0

noaa-apt
Receive and decode images from weather satellites via radio signals.
demodulation dsp image-processing noaa rtl-sdr satellite sdr weather
Sustainable Development - Environmental Satellites - Last synced: 12 May 2025 - Ranking: 9.0

ETSource
Contains the data used by Quintel energy transition modelling applications, allowing you to explore possible future energy systems for your country, region or municipality.
Energy Systems - Energy System Modeling Frameworks - Last synced: 12 May 2025 - Ranking: 9.0

BioCLIP
A foundation model for the tree of life, leveraging the unique properties of biology captured by TreeOfLife-10M, namely the abundance and variety of images of plants, animals, and fungi, together with the availability of rich structured biological knowledge.
clip computer-vision imageomics knowledge-guided-machine-learning taxonomy
Biosphere - Biodiversity Data Access and Management - Last synced: 12 May 2025 - Ranking: 9.0

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: 12 May 2025 - Ranking: 9.0

IMPROVER
A library of algorithms for meteorological post-processing and verification.
Atmosphere - Meteorological Observation and Forecast - Last synced: 12 May 2025 - Ranking: 9.0

wtphm
The Wind Turbine Prognostics and Health Management library processes wind turbine events data, as well as operational SCADA data for easier fault detection, prognostics or reliability research.
fault-detection machine-learning scada wind-energy wind-turbine
Renewable Energy - Wind Energy - Last synced: 12 May 2025 - Ranking: 9.0

resstock
Helping states, municipalities, utilities, and manufacturers identify which building stock improvements save the most energy and money.
Consumption - Buildings and Heating - Last synced: 12 May 2025 - Ranking: 9.0

lidarwind
Retrieve wind speed and direction profiles from Doppler lidar observations from the WindCube-200s.
Renewable Energy - Wind Energy - Last synced: 12 May 2025 - Ranking: 9.0

Download Water Data
Downloader for the Global Surface Water Data of the Copernicus Programme.
copernicus download global surface water
Hydrosphere - Freshwater and Hydrology - Last synced: 12 May 2025 - Ranking: 9.0

NoiseModelling
A free and open source model to compute noise maps.
acoustics cnossos-eu gis java modelling noise noise-modelling noise-propagation pathfinder pathfinding propagation research sound-propagation
Consumption - Mobility and Transportation - Last synced: 12 May 2025 - Ranking: 9.0

IDEAS
A Modelica model library for integrated building or district energy simulations.
Consumption - Buildings and Heating - Last synced: 12 May 2025 - Ranking: 9.0

eodash
Combines the resources, technical knowledge and expertise of three partner agencies ESA, JAXA, and NASA to strengthen our global understanding of global environmental changes and other societal challenges impacting our planet.
earthobservation esa european-commission european-union green-deal jaxa nasa satellite-data
Sustainable Development - Environmental Satellites - Last synced: 12 May 2025 - Ranking: 9.0

Open Modeling Framework
A set of Python libraries for simulating power systems behavior with an emphasis on cost-benefit analysis of emerging technologies.
Energy Systems - Energy System Modeling Frameworks - Last synced: 12 May 2025 - Ranking: 9.0

Monitorfish
Improve control and monitoring of fishing vessels activities.
control docker fishing fishing-vessels kotlin monitoring openlayers postgis prefect react
Biosphere - Marine Life and Fishery - Last synced: 12 May 2025 - Ranking: 8.9

EmonLib
Arduino Energy Monitoring Library.
Energy Systems - Building Energy Monitoring - Last synced: 12 May 2025 - Ranking: 8.9

Xarray Tutorial
An open source project and Python package that makes working with labelled multi-dimensional arrays simple, efficient, and fun.
Sustainable Development - Education - Last synced: 12 May 2025 - Ranking: 8.9

Safecast
Building out a network of sensors to monitor particulate matter in sizes PM1.0, PM2.5, PM10.
Natural Resources - Air Quality - Last synced: 12 May 2025 - Ranking: 8.9

emonpi
The OpenEnergyMonitor system has the capability to monitor electrical energy use / generation, temperature and humidity.
arduino emoncms emonpi energy-monitor hardware-designs raspberry-pi
Energy Systems - Building Energy Monitoring - Last synced: 12 May 2025 - Ranking: 8.9

WindNinja
Computes spatially-varying wind fields for wildland fire and other applications requiring high-resolution wind predictions in complex terrain.
Biosphere - Wildfire - Last synced: 12 May 2025 - Ranking: 8.9

Macquette
A whole house energy assessment tool, which models a building to produce a report to help householders under how their home performs now in terms of energy use and how it might be improved.
Consumption - Buildings and Heating - Last synced: 12 May 2025 - Ranking: 8.9

CityFlow
A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario.
multiagent-reinforcement-learning multiagent-systems traffic-signal-control traffic-simulation
Consumption - Mobility and Transportation - Last synced: 12 May 2025 - Ranking: 8.9

BatteryML
An Open-Source Tool for Machine Learning on Battery Degradation.
Energy Storage - Battery - Last synced: 13 May 2025 - Ranking: 8.9

BOPTEST
The Building Optimization Testing (BOPTEST) Framework enables the assessment and benchmarking of control algorithms for building energy management.
Consumption - Buildings and Heating - Last synced: 12 May 2025 - Ranking: 8.9

OpenDCS
Open Data Collection System for Hydro/Meteorologic Data.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 12 May 2025 - Ranking: 8.9

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: 12 May 2025 - Ranking: 8.8

Datasets APIs and open source projects related to Climate Change
A curated list of APIs, open data and ML/AI projects on climate change.
climate climate-analysis climate-change climate-data data data-science datascience hacktoberfest python r resources rstats
Sustainable Development - Curated Lists - Last synced: 12 May 2025 - Ranking: 8.8

GLAFT
Python module for assessing glacier velocity maps using statistics- and physics-based metrics.
cryosphere glaciers python remote-sensing science
Cryosphere - Glacier and Ice Sheets - Last synced: 12 May 2025 - Ranking: 8.8

Open Tree of Life
Constructs a comprehensive, dynamic and digitally-available tree of life by synthesizing published phylogenetic trees along with taxonomic data.
Biosphere - Biodiversity Data Access and Management - Last synced: 12 May 2025 - Ranking: 8.8

Pangeo Docker Images
The images defined in this repository capture reproducible computing environments used by Pangeo Cloud.
Climate Change - Earth and Climate Modeling - Last synced: 12 May 2025 - Ranking: 8.8

Trends.Earth
A QGIS plugin that supports monitoring of land change, including changes in productivity, land cover, and soil organic carbon.
climate climate-change conservation conservation-international earth gef land land-degradation ldn natural-climate-solutions python qgis-plugin remote-sensing sdgs sustainable-development-goals toolbox trends unccd
Natural Resources - Soil and Land - Last synced: 12 May 2025 - Ranking: 8.8

OpenAQ Data Ingest Pipeline
A tool to collect data for OpenAQ platform.
Natural Resources - Air Quality - Last synced: 12 May 2025 - Ranking: 8.8

Plant Trait Ontology
A controlled vocabulary of describe phenotypic traits in plants.
obo obofoundry owl phenotype plant-trait-ontology plant-traits
Sustainable Development - Taxonomy and Ontology - Last synced: 12 May 2025 - Ranking: 8.7

AirMonitor
Utilities for working with hourly air quality monitoring data with a focus on small particulates PM2.5.
Natural Resources - Air Quality - Last synced: 12 May 2025 - Ranking: 8.7

CRA5
Extreme Compression of ERA5 for Portable Global Climate and Weather Research via an Efficient Variational Transformer.
auto-encoder data-compression era5 numerical-weather-forecasting
Atmosphere - Meteorological Observation and Forecast - Last synced: 12 May 2025 - Ranking: 8.7

openair
An R package developed for the purpose of analyzing air quality data — or more generally atmospheric composition data.
air-quality air-quality-data meteorology openair package r
Natural Resources - Air Quality - Last synced: 12 May 2025 - Ranking: 8.7

Isca
A framework for the idealized modeling of the global circulation of planetary atmospheres at varying levels of complexity and realism.
atmospheric-modelling atmospheric-science climate-model geophysical-fluid-dynamics planetary-atmospheres
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 12 May 2025 - Ranking: 8.7

SSC
Contains the source code for the technology and financial models contained within the National Renewable Energy Laboratory's System Advisor Model.
Sustainable Development - Sustainable Investment - Last synced: 12 May 2025 - Ranking: 8.7

COSIMA
Ocean and sea-ice model analysis tools and examples.
climate-analysis climate-model climate-science jupyter ocean-modelling python sea-ice
Cryosphere - Sea Ice - Last synced: 12 May 2025 - Ranking: 8.7

whoBIRD
Identify bird sounds in real time with this Android version of BirdNET, a Bird sound recognition for more than 6,000 species worldwide.
android-app artificial-intelligence birding birdnet birdsong
Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 12 May 2025 - Ranking: 8.7

Geocomputation with Python
An open source book and online resource for getting started in this space with Python.
book geo geocomputation geocompx geopython python spatial
Sustainable Development - Education - Last synced: 12 May 2025 - Ranking: 8.7

Power Grid Model
A library for steady-state distribution power system analysis distributed for Python and C.
cpp eigen3 numpy powerflow powersystem python shortcircuit stateestimation
Energy Systems - Grid Analysis and Planning - Last synced: 12 May 2025 - Ranking: 8.7

DSSAT Cropping System Model
Has been used for many applications ranging from on-farm and precision management to regional assessments of the impact of climate variability and climate change.
agriculture-research crop-model crop-simulation-models
Consumption - Agriculture and Nutrition - Last synced: 12 May 2025 - Ranking: 8.7

pyOSOAA
A python interface for the Ocean Successive Orders with Atmosphere radiative transfer.
atmospheric-science ocean-sciences radiative-transfer radiative-transfer-models
Atmosphere - Radiative Transfer - Last synced: 12 May 2025 - Ranking: 8.7

pathways
A Python package that characterizes the environmental impacts of products, sectors or transition scenarios over time using Life Cycle Assessment.
energy lca prospective scenario
Industrial Ecology - Life Cycle Assessment - Last synced: 12 May 2025 - Ranking: 8.7

PRISM
Assesses the potential risk and forecasts the impact of climate hazards on the most vulnerable communities, in order to design risk reduction activities and target disaster responses.
Climate Change - Natural Hazard and Storm - Last synced: 12 May 2025 - Ranking: 8.7

WeatherBench 2
A framework for evaluating and comparing data-driven and traditional numerical weather forecasting models.
Atmosphere - Meteorological Observation and Forecast - Last synced: 12 May 2025 - Ranking: 8.7

Sunsynk-Power-Flow-Card
A customizable Home Assistant card to emulate the Sunsynk System flow that's displayed on the Inverter screen.
custom-cards deye home-assistant homeassistant inverter powerflow solar sunsynk
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 12 May 2025 - Ranking: 8.7

The Climate Tech Handbook
Help us build the most accessible and accurate climate tech resource on the planet.
climate-change climate-data climate-science climate-tech
Sustainable Development - Knowledge Platforms - Last synced: 12 May 2025 - Ranking: 8.7

Awesome Spectral Indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
awesome earth-engine geographic-information-systems gis google-earth-engine javascript landsat landsat-7 landsat-8 modis python radar raster remote-sensing satellite-imagery sentinel sentinel-1 sentinel-2 spectral-index spectral-indices
Sustainable Development - Curated Lists - Last synced: 12 May 2025 - Ranking: 8.7

OperatorFabric
A modular, extensible, industrial-strength and field-tested platform for use in electricity, water and other utility operations.
alerting collaboration energy hypervision linux-foundation platform
Energy Systems - Grid Management and Microgrid - Last synced: 12 May 2025 - Ranking: 8.7

Energy-Languages
The complete set of tools for energy consumption analysis of programming languages, using Computer Language Benchmark Game.
clbg energy languages programming
Consumption - Computation and Communication - Last synced: 12 May 2025 - Ranking: 8.7

Sankey Chart Card
A Home Assistant lovelace card to display a sankey chart showing energy, power and water consumption.
energy-consumption home-assistant lovelace-card
Energy Systems - Building Energy Monitoring - Last synced: 12 May 2025 - Ranking: 8.6

Project Echo
Develop an AI/ML solution to detect and classify the density of noisy animals in rainforests, providing conservationists with an efficient and non-invasive tool to monitor threatened animal populations over time.
Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 12 May 2025 - Ranking: 8.6

urbs
A linear optimization model for distributed energy systems.
energy-system linear-programming mathematical-modelling optimisation-model pandas pyomo python
Energy Systems - Energy System Modeling Frameworks - Last synced: 12 May 2025 - Ranking: 8.6

downscaleR
An R package for empirical-statistical downscaling focusing on daily data and covering the most popular approaches (bias correction, Model Output Statistics, Perfect Prognosis) and techniques (e.g. quantile mapping, regression, analogs, neural networks).
Climate Change - Climate Downscaling - Last synced: 12 May 2025 - Ranking: 8.6

Social Income
Fighting global poverty with the help of everyday people and your coding skills.
css firebase firestore open-source opensourceforgood react storybook vite
Sustainable Development - Population and Poverty - Last synced: 12 May 2025 - Ranking: 8.6

carbon budget
This model maps gross greenhouse gas emissions from forests between 2001 and 2015, gross carbon removals by forests between 2001, and the difference between them (net flux).
Biosphere - Biomass - Last synced: 12 May 2025 - Ranking: 8.6

Food Expiration Dates
This simple app helps you avoid forgetting to consume foods that are about to expire.
android android-app android-room app dagger-hilt expiration-date expiration-monitoring expiry expiry-dates food food-tracker google-play hacktoberfest hacktoberfest2024 jetpack-compose kotlin kotlin-android material-design mobile-app
Consumption - Agriculture and Nutrition - Last synced: 13 May 2025 - Ranking: 8.6

ADCIRC
A system of computer programs for solving time-dependent, free-surface circulation and transport problems in two and three dimensions in applications such as storm surge and flood prediction.
Climate Change - Natural Hazard and Storm - Last synced: 13 May 2025 - Ranking: 8.6

LROSE
The Lidar Radar Open Software Environment for Atmospheric Science.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 12 May 2025 - Ranking: 8.6

Arbimon
Ecoacoustic analysis platform empowering conservationists to analyze acoustic data and to derive insights about the ecosystem at scale.
ai bioacoustics biodiversity-monitoring
Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 12 May 2025 - Ranking: 8.6

MOM5
A numerical ocean model based on the hydrostatic primitive equations.
Hydrosphere - Ocean Models - Last synced: 12 May 2025 - Ranking: 8.6

CoPro
A machine-learning tool for conflict risk projections based on climate, environmental, and societal drivers.
climate conflict environment projection risk security
Climate Change - Climate Data Processing and Analysis - Last synced: 12 May 2025 - Ranking: 8.6

OpenLitterMap
An open, interactive and accessible database of the world's litter and plastic pollution.
Industrial Ecology - Circular Economy and Waste - Last synced: 12 May 2025 - Ranking: 8.6

hyfo
Mainly focuses on data process and visualization in hydrology and climate forecasting.
climate climate-forecasting cran forecasting-models hydrology maps netcdf4
Climate Change - Climate Data Processing and Analysis - Last synced: 12 May 2025 - Ranking: 8.6

harp
Data harmonization toolset for scientific earth observation data.
Sustainable Development - Environmental Satellites - Last synced: 12 May 2025 - Ranking: 8.6

SESMG
An energy system model generator with the focus on the optimization of urban energy systems.
Energy Systems - Renewable Energy Integration - Last synced: 12 May 2025 - Ranking: 8.6

SEPAL
Empowering people around the world to gain a better understanding of land cover dynamics in forest management by facilitating the efficient access and use of Earth observation data.
Biosphere - Forest Observation and Management - Last synced: 12 May 2025 - Ranking: 8.5

Darwin Core
Standard for sharing of information about biological diversity.
biodiversity-informatics biodiversity-standards darwin-core standard tdwg
Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 12 May 2025 - Ranking: 8.5

equiv-circ-model
An equivalent circuit model for a battery cell, module, and pack.
battery battery-cell electric-vehicles equivalent-circuit-model
Energy Storage - Battery - Last synced: 12 May 2025 - Ranking: 8.5

AgIsoStack-plus-plus
ISO-11783 stack for smart agricultural machinery communication.
agritech can iso11783 isobus j1939 smart-farming
Consumption - Agriculture and Nutrition - Last synced: 13 May 2025 - Ranking: 8.5

IEA-15-240-RWT
A 15 MW reference wind turbine repository developed in conjunction with IEA Wind.
Renewable Energy - Wind Energy - Last synced: 13 May 2025 - Ranking: 8.5

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: 12 May 2025 - Ranking: 8.5

AirQo
Develop hardware and software tools to help deliver Clean Air for All African Cities.
hacktoberfest hacktoberfest2024
Natural Resources - Air Quality - Last synced: 12 May 2025 - Ranking: 8.5

Open Source Python Packages in Hydrology
Holds a list of open source Python packages interesting to Hydrologists.
hydrologists hydrology open-source python
Sustainable Development - Curated Lists - Last synced: 12 May 2025 - Ranking: 8.5

inmap
A multi-scale emissions-to-health impact model for fine particulate matter (PM2.5) that mechanistically evaluates air quality and health benefits of perturbations to baseline emissions.
Natural Resources - Air Quality - Last synced: 12 May 2025 - Ranking: 8.5

met.3D
Interactive three-dimensional visualization of numerical ensemble weather predictions and similar numerical atmospheric model datasets.
Atmosphere - Meteorological Observation and Forecast - Last synced: 12 May 2025 - Ranking: 8.5

dvm-dos-tem
A process based Dynamic Vegetation, Dynamic Organic Soil, Terrestrial Ecosystem Model.
carbon-cycling ecosystem-modeling fire-dynamics permafrost-dynamics soil-thermal-dynamics vegetation-dynamics
Biosphere - Plants and Vegetation - Last synced: 12 May 2025 - Ranking: 8.5

saqgetr
Import Air Quality Monitoring Data in a Fast and Easy Way.
Natural Resources - Air Quality - Last synced: 12 May 2025 - Ranking: 8.5

Ground Heat Exchanger Design Tool
A package with the novel capability of automatically selecting ground heat exchanger configurations based on polygonal land constraints.
geothermal heatexchanger heatpump
Renewable Energy - Geothermal Energy - Last synced: 12 May 2025 - Ranking: 8.5

AI for Earth Data Sets
Notebooks and documentation for AI-for-Earth-managed datasets on Azure.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 12 May 2025 - Ranking: 8.5

GCAM-China
The Global Change Analysis Model with China provincial-level details.
china climate coupled-human-natural-systems economics energy gcam gcam-china human-earth-system integrated-assessment-model land
Climate Change - Integrated Assessment and Climate Policy - Last synced: 12 May 2025 - Ranking: 8.5
