gtfs-router
An R package for routing with GTFS (General Transit Feed Specification) data.
gtfs gtfsrouter public-transportation r-package router
Consumption - Mobility and Transportation - Last synced: 31 Mar 2026 - Ranking: 12.5
Open Sustainable Technology
A directory and analysis of the open source ecosystem in the areas of climate change, energy, biodiversity and natural resources.
awesome awesome-list biodiversity carbon-emissions climate climate-change climate-data climate-science earth-science energy energy-consumption energy-data geoscience ocean photovoltaic renewable-energy renewables sustainability sustainable-development-goals wind-turbine
Sustainable Development - Knowledge Platforms - Last synced: 01 Apr 2026 - Ranking: 12.5
daymetr
Allows for easy downloads of Daymet climate data directly to your R workspace or your computer.
climate-data data-science daymet gridded-data netcdf ornl-daac r-package rstats
Climate Change - Climate Data Processing and Analysis - Last synced: 01 Apr 2026 - Ranking: 12.5
wrfhydropy
Provides an end-to-end Python interface to support reproducible research and construction of workflows involving the WRF-Hydro model.
Hydrosphere - Ocean Models - Last synced: 31 Mar 2026 - Ranking: 12.5
MetSim
A meteorological simulator and forcing disaggregator for hydrologic modeling and climate applications.
climate disaggregation hydrology meteorology mtclim
Climate Change - Earth and Climate Modeling - Last synced: 31 Mar 2026 - Ranking: 12.4
Temoa
Tools for Energy Model Optimization and Analysis (Temoa) is an open source modeling framework for conducting energy system analysis.
Energy Systems - Energy System Modeling Frameworks - Last synced: 31 Mar 2026 - Ranking: 12.4
openmodelica-microgrid-gym
An OpenAI Gym Environment for Microgrids.
control electrical-engineering energy-system-modeling engineering machine-learning microgrid modelica openai-gym openai-gym-environments openmodelica power-electronics power-supply power-systems python reinforcement-learning simulation smart-grids
Energy Systems - Grid Management and Microgrid - Last synced: 01 Apr 2026 - Ranking: 12.4
mapme.biodiversity
Efficient analysis of spatial biodiversity datasets for global portfolios.
environment eo gis mapme spatial sustainability
Biosphere - Biodiversity Analysis and Metrics - Last synced: 01 Apr 2026 - Ranking: 12.4
SpeciesDistributionToolkit
A collection of Julia packages forming a toolkit meant to deal with species distribution data.
bioclim biodiversity biogeography chelsa earthenv ecology species-distribution-models
Biosphere - Species Distribution Modeling - Last synced: 31 Mar 2026 - Ranking: 12.4
solarpy
This package aims to provide a reliable solar radiation model, mainly based on the work of Duffie, J.A., and Beckman, W. A., 1974, 'Solar energy thermal processes'.
beam-irradiance flight-simulation modeling photovoltaic python simulation solar-cells solar-energy sun-position
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 01 Apr 2026 - Ranking: 12.4
polartoolkit
A Python package with the goal of making Polar (i.e. Antarctic, Arctic, Greenland) research more efficient, reproducible, and accessible.
antarctica arctic bedmachine bedmap cryosphere gmt greenland jupyter-notebook plotting polar profiles pygmt python
Cryosphere - Glacier and Ice Sheets - Last synced: 31 Mar 2026 - Ranking: 12.4
Ozone3
An open-source package to easily obtain real-time, historical, or forecasted air quality data for anywhere in the world.
air-quality air-quality-api air-quality-data air-quality-index api api-wrapper aqi aqi-readings open-source python python-package python3 python3-package waqi
Natural Resources - Air Quality - Last synced: 01 Apr 2026 - Ranking: 12.3
eWaterCycle
Makes it easier to use hydrological models without having intimate knowledge about how to install and run the models.
Hydrosphere - Freshwater and Hydrology - Last synced: 01 Apr 2026 - Ranking: 12.3
pybomwater
Provides access to Web Data Services ( SOS2 ) station reference data and historical time series water data for stations across Australia, collected by the Bureau of Meteorology.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 31 Mar 2026 - Ranking: 12.3
GreenCity
Teach people in a playful and challenging way to have an eco-friendly lifestyle.
Sustainable Development - Education - Last synced: 01 Apr 2026 - Ranking: 12.3
gdm
Provides functions to fit, plot, summarize, and apply Generalized Dissimilarity Models.
Biosphere - Biodiversity Analysis and Metrics - Last synced: 31 Mar 2026 - Ranking: 12.3
allometric
An R package for predicting tree attributes with allometric models.
carbon forest-inventory forestry
Biosphere - Forest Modeling and Analysis - Last synced: 31 Mar 2026 - Ranking: 12.3
Verif
A command-line tool that lets you verify the quality of weather forecasts for point locations.
evaluation forecasting prediction statistics verification weather
Atmosphere - Meteorological Observation and Forecast - Last synced: 01 Apr 2026 - Ranking: 12.3
BIOMASS
An R package for estimating aboveground biomass and its uncertainty in tropical forests.
Biosphere - Biomass - Last synced: 01 Apr 2026 - Ranking: 12.3
HiSim
Simulation and analysis of household scenarios using modern components as alternative to fossil fuel based ones.
Consumption - Buildings and Heating - Last synced: 31 Mar 2026 - Ranking: 12.3
FloodAdapt
A decision-support tool that seeks to advance and accelerate flooding-related adaptation planning.
Climate Change - Natural Hazard and Storms - Last synced: 01 Apr 2026 - Ranking: 12.3
CMIP7 Data Request Software
Quick user guide for python software to interact with the CMIP7 data request.
Climate Change - Climate Data Access and Visualization - Last synced: 31 Mar 2026 - Ranking: 12.3
eDisGo
Optimization of flexibility options and grid expansion for distribution grids based on PyPSA.
Energy Systems - Grid Analysis and Planning - Last synced: 01 Apr 2026 - Ranking: 12.3
ILAMB
Python software used in the International Land Model Benchmarking project.
benchmarking earth-system-model model python3
Natural Resources - Soil and Land - Last synced: 31 Mar 2026 - Ranking: 12.2
smapr
An R package for acquisition and processing of NASA (Soil Moisture Active-Passive) SMAP data.
acquisition extract-data nasa peer-reviewed r r-package raster rstats smap-data soil-mapping soil-moisture soil-moisture-sensor
Natural Resources - Soil and Land - Last synced: 01 Apr 2026 - Ranking: 12.2
OceanBioME.jl
A tool to study the effectiveness and impacts of ocean carbon dioxide removal strategies.
biogeochemical-models biogeochemistry climate julia ocean ocean-modelling ocean-sciences oceanography
Emissions - Carbon Capture - Last synced: 31 Mar 2026 - Ranking: 12.2
WaterDetect
End-to-end algorithm to generate open water cover mask, specially conceived for L2A Sentinel 2 imagery from MAJA1 processor, without any a priori knowledge on the scene.
Hydrosphere - Freshwater and Hydrology - Last synced: 31 Mar 2026 - Ranking: 12.2
NDBC API
A Python API for retrieving meteorological and oceanographic data from the National Data Buoy Center.
climate-data data-science noaa python3
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 01 Apr 2026 - Ranking: 12.2
accessibility
Given a pre-computed travel cost matrix and a land use dataset (containing the location of jobs, healthcare and population, for example), the package allows one to calculate accessibility levels and accessibility poverty and inequality.
accessibility r transport transport-accessibility
Consumption - Mobility and Transportation - Last synced: 31 Mar 2026 - Ranking: 12.2
heatwaveR
Contains the original functions from the RmarineHeatWaves package that calculate and display marine heatwaves according to the definition of Hobday et al. (2016).
Hydrosphere - Ocean Carbon and Temperature - Last synced: 01 Apr 2026 - Ranking: 12.2
SWMManywhere
A tool to synthesise urban drainage network models using publicly available data such as street network, DEM, and building footprints, across the globe.
hacktoberfest hydraulic-modelling hydrology-stormwater-analysis python stormwater swmm swmm5 swmmanywhere
Natural Resources - Water Supply and Quality - Last synced: 31 Mar 2026 - Ranking: 12.2
bioacoustics
Contains all the necessary functions to read audio recordings of various formats, filter noisy files, display audio signals, detect and extract automatically acoustic features for further analysis such as species identification based on classification of animal vocalization.
Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 01 Apr 2026 - Ranking: 12.1
Mobility
An open-source solution to compute the carbon emissions due to the mobility of a local population.
carbon carbon-footprint mobility open-source transport transportation
Consumption - Mobility and Transportation - Last synced: 31 Mar 2026 - Ranking: 12.1
Quetzal
A modeling library designed for transport planning and traffic forecasts.
Consumption - Mobility and Transportation - Last synced: 31 Mar 2026 - Ranking: 12.1
xroms
Work with ROMS ocean model output with xarray and calculate many derived variables with correct grid metrics in one line, including horizontal velocity, kinetic energy and eddy kinetic energy.
Hydrosphere - Ocean Models - Last synced: 31 Mar 2026 - Ranking: 12.1
HydroFunctions
A suite of convenience functions for working with hydrology data in an interactive Python session.
hydrology scientific-visualization water
Natural Resources - Water Supply and Quality - Last synced: 31 Mar 2026 - Ranking: 12.1
whisp
The Forest Data Partnership promotes a Convergence of Evidence approach for Forest and Commodities Monitoring.
Biosphere - Deforestation and Reforestation - Last synced: 01 Apr 2026 - Ranking: 12.1
awesome-transit
Community list of transit APIs, apps, datasets, research, and software.
awesome awesome-list bus datasets gtfs gtfs-analysis gtfs-converters gtfs-feed gtfs-files gtfs-libraries gtfs-realtime gtfs-utils gtfs-validator list realtime-data tools transit transit-agencies transit-data transit-map
Sustainable Development - Curated Lists - Last synced: 01 Apr 2026 - Ranking: 12.1
antaresViz
Visualize the results of Antares, an Open Source power system simulator meant to be used by anybody placing value in quantifying the adequacy or the economic performance of interconnected energy systems, at short or remote time horizons.
adequacy bilan dygraphs electric energy leaflet linear-programming manipulatewidge monte-carlo-simulation optimization plotly previsionnel r renewable-energy rte shiny shiny-apps simulation stochastic-simulation-algorithm tyndp
Energy Systems - Energy System Modeling Frameworks - Last synced: 31 Mar 2026 - Ranking: 12.1
rsofun
R framework for site-scale simulations of ecosystem processes.
dgvm growth modeling p-model simulation vegetation-dynamics
Biosphere - Plants and Vegetation - Last synced: 31 Mar 2026 - Ranking: 12.1
ANYstructure
Offshore Steel structure calculation tool with automatic optimization and report generation.
analysis-framework beam-section buckling cylinders design-of-offshore-steel-structures dnv-os-c101 dnvgl-os-c101 dnvgl-rp-c201 dnvgl-rp-c203 fatigue-analysis girder gui-based naval-architecture optimization-tools plate-thickness plates structural-engineering
Renewable Energy - Wind Energy - Last synced: 31 Mar 2026 - Ranking: 12.1
pvtrace
Optical ray tracing for luminescent materials and spectral converter photovoltaic devices.
energy optics photovoltaics python raytracing
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 01 Apr 2026 - Ranking: 12.1
WAM2layers
Used to determine where precipitation originally evaporated (backtracking), or where evaporated moisture eventually ends up (forward tracking).
Atmosphere - Atmospheric Dispersion and Transport - Last synced: 31 Mar 2026 - Ranking: 12.1
elpv-dataset
A dataset of functional and defective solar cells extracted from EL images of solar modules.
computer-vision machine-learning photovoltaic solar-cells solar-energy
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 01 Apr 2026 - Ranking: 12.1
pybioclip
Python package that simplifies using the BioCLIP foundation model.
bioclip biology clip command-line-interface cv image-classification knowledge-guided taxonomy
Biosphere - Biodiversity Data Access and Management - Last synced: 31 Mar 2026 - Ranking: 12.0
OpenDTU
An alternative open source software for communicating with Hoymiles solar inverters, which synchronises everything with the s-Miles cloud.
balkonkraftwerk esp32 hoymiles mqtt platformio solar solenso tsun
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 01 Apr 2026 - Ranking: 12.0
bdc
A toolkit for standardizing, integrating, and cleaning biodiversity data.
bdc biodiversity-data workflow
Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 01 Apr 2026 - Ranking: 12.0
MeteoInfo
GIS and scientific computation environment for meteorological community.
gis java jython meteorology scientific scientific-computing
Atmosphere - Meteorological Observation and Forecast - Last synced: 31 Mar 2026 - Ranking: 12.0
Whombat
Web-based audio annotation tool designed to streamline audio data labeling and annotation, with a particular focus on supporting machine learning model development in bioacoustics.
annotation audio audio-annotation bioacoustics machine-learning
Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 01 Apr 2026 - Ranking: 12.0
CTSM
The Community Land Model is the land model for the Community Earth System Model, which formalises and quantifies concepts of ecological climatology.
cesm climate clm ecosystem hydrology land land-surface-model ncar
Climate Change - Earth and Climate Modeling - Last synced: 01 Apr 2026 - Ranking: 12.0
EPyT-Flow
Provides easy access to water distribution network simulations with a high level interface for generation of hydraulic and water quality scenario data.
epanet epanet-python-toolkit hydraulics python simulation water water-distribution-networks
Natural Resources - Water Supply and Quality - Last synced: 31 Mar 2026 - Ranking: 12.0
Geocomputation with R
A book on geographic data analysis, visualization and modeling with R.
book course education gdal geo geocomputation geocompx geography geos geospatial geospatial-data mapping-tools maps postgis r raster rspatial rstats simple-features spatial
Sustainable Development - Education - Last synced: 01 Apr 2026 - Ranking: 12.0
Teikei
A web application and API that maps out community-supported agriculture in Germany, Switzerland, and Austria, based on crowdsourced data.
crowdsourcing csa javascript leafletjs nodejs react
Consumption - Agriculture and Nutrition - Last synced: 31 Mar 2026 - Ranking: 12.0
PyAEZ
A Python package consisted of many algorithms related to Agro-ecological zoning (AEZ) framework.
Consumption - Agriculture and Nutrition - Last synced: 31 Mar 2026 - Ranking: 12.0
FORTLS
Detect and segment individual tree from remotely sensed data.
forest-inventory forest-monitoring lidar-point-cloud
Biosphere - Forest Remote Sensing - Last synced: 31 Mar 2026 - Ranking: 12.0
Sacpy
An effecient Statistical Analysis tool (e.g. regression, EOF, MCA) for Climate and Meteorology data.
Climate Change - Climate Data Processing and Analysis - Last synced: 01 Apr 2026 - Ranking: 11.9
SpineOpt.jl
A highly adaptable modelling framework for multi-energy systems written in Julia.
electricity energy energy-system-modelling energy-systems julia-language modelling-framework
Energy Systems - Energy System Modeling Frameworks - Last synced: 31 Mar 2026 - Ranking: 11.9
Pysolar
A collection of Python libraries for simulating the irradiation of any point on earth by the sun. It includes code for extremely precise ephemeris calculations.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 01 Apr 2026 - Ranking: 11.9
gediDB
A toolbox for processing and providing Global Ecosystem Dynamics Investigation (GEDI) L2A-B and L4A-C data.
gedi python remote-sensing tiledb
Sustainable Development - Environmental Satellites - Last synced: 01 Apr 2026 - Ranking: 11.9
Awesome Open Geoscience
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome.
awesome awesome-list cheatsheet geochemistry geology geophysics geoscience geosciences geospatial geostatistics groundwater modflow open-data open-science open-source python reservoir-modeling seismic simulation subsurface
Sustainable Development - Curated Lists - Last synced: 01 Apr 2026 - Ranking: 11.9
Skyborn
A comprehensive Python package for climate data analysis, featuring advanced statistical methods, emergent constraint techniques, and data conversion utilities.
atmospheric-science climate climate-change meteorology meteorology-library physics python statistical-analysis
Climate Change - Climate Data Processing and Analysis - Last synced: 01 Apr 2026 - Ranking: 11.9
foodsharing
A platform and initiative against food waste.
Consumption - Agriculture and Nutrition - Last synced: 01 Apr 2026 - Ranking: 11.9
StormEvents
Provides Python interfaces for observational data surrounding named storm events.
Climate Change - Natural Hazard and Storms - Last synced: 31 Mar 2026 - Ranking: 11.9
timex_lca
A Python package for time-explicit Life Cycle Assessment that helps you assess the environmental impacts of products and processes over time.
Industrial Ecology - Life Cycle Assessment - Last synced: 01 Apr 2026 - Ranking: 11.9
SBTi Temperature Alignment tool
Helps companies and financial institutions to assess the temperature alignment of current targets, commitments, and investment and lending portfolios, and to use this information to develop targets for official validation.
climate-data climate-model climate-science finance portfolio suistainable
Sustainable Development - Sustainable Investment - Last synced: 31 Mar 2026 - Ranking: 11.9
LIVVkit
The land ice verification and validation toolkit.
ice-sheet-models testing validation verification
Cryosphere - Glacier and Ice Sheets - Last synced: 31 Mar 2026 - Ranking: 11.9
SPEI
Calculate and visualize some popular drought indices such as the SPI, SPEI and SGI.
drought drought-index drought-indices groundwater hydrology python sgi spei spi timeseries
Natural Resources - Water Supply and Quality - Last synced: 01 Apr 2026 - Ranking: 11.9
Carbon Tools
A set of CO2 footprint tools to measure the impact of the code we ship.
Consumption - Computation and Communication - Last synced: 31 Mar 2026 - Ranking: 11.9
phenofit
A state-of-the-art remote sensing vegetation phenology extraction package.
Biosphere - Plants and Vegetation - Last synced: 01 Apr 2026 - Ranking: 11.9
SounderPy
A Python package that helps you to access and plot vertical profile data for meteorological analysis.
atmospheric-science atmospheric-sciences data-analysis-python meteorology python weather weather-data
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 31 Mar 2026 - Ranking: 11.9
GPM-API
Provides an easy-to-use Python interface to download, read, process and visualize most of the products of the Global Precipitation Measurement Mission (GPM) data archive.
analysis-ready-data earth-observation eumetsat gpm jaxa nasa noaa open-data passive-microwave precipitation python radar rainfall reflectivity remote-sensing reproducible-research satellite-data snowfall trmm xarray
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 31 Mar 2026 - Ranking: 11.8
gbfs
Documentation for the General Bikeshare Feed Specification, a standardized data feed for shared mobility system availability.
bike-share bike-sharing bikesharing carshare carsharing civic-tech gbfs gbfs-documentation mobility mobility-as-a-service mobilitydata open-data scooter-sharing shared-mobility urban-mobility
Consumption - Mobility and Transportation - Last synced: 31 Mar 2026 - Ranking: 11.8
Gym-ANM
Design Reinforcement Learning environments that model Active Network Management tasks in electricity distribution networks.
active-network-management control electricity-networks gym-environments reinforcement-learning
Energy Systems - Grid Management and Microgrid - Last synced: 01 Apr 2026 - Ranking: 11.8
flodym
The Flexibe Open Dynamic Material Systems Model library provides key functionality for building material flow analysis models.
Industrial Ecology - Life Cycle Assessment - Last synced: 01 Apr 2026 - Ranking: 11.8
Tracarbon
Tracarbon tracks your device's energy consumption and calculates your carbon emissions using your location.
carbon-footprint electricity-consumption energy energy-consumption energy-efficiency sustainability
Consumption - Computation and Communication - Last synced: 31 Mar 2026 - Ranking: 11.8
OpenSpecy
Raman and (FT)IR spectral analysis tool for plastic particles and other environmental samples.
Industrial Ecology - Circular Economy and Waste - Last synced: 01 Apr 2026 - Ranking: 11.8
Justice40 Tool
A tool to identify disadvantaged communities due to environmental, socioeconomic and health burdens.
climate-change environmental-justice open-source
Sustainable Development - Population and Poverty - Last synced: 31 Mar 2026 - Ranking: 11.8
PowerModelsACDC.jl
A a Julia/JuMP/PowerModels package with models for DC lines, meshed DC networks, and AC DC converters.
Energy Systems - Grid Management and Microgrid - Last synced: 31 Mar 2026 - Ranking: 11.8
amadeus
A mechanism for data, environments, and user setup for common environmental and climate health datasets in R.
Climate Change - Climate Data Access and Visualization - Last synced: 01 Apr 2026 - Ranking: 11.7
GenX
A highly-configurable, open source electricity resource capacity expansion model that incorporates several state-of-the-art practices in electricity system planning to offer improved decision support for a changing electricity landscape.
Energy Systems - Energy System Modeling Frameworks - Last synced: 01 Apr 2026 - Ranking: 11.7
dnora
A software for dynamical downscaling of wave products i.e., NORA3 wave hindcast and WW3 wave forecast from Norwegian Meteorological Institute and ERA5 from ECMWF.
Hydrosphere - Waves and Currents - Last synced: 31 Mar 2026 - Ranking: 11.7
ebirdst
Access and Analyze eBird Status and Trends Data.
Biosphere - Avian Monitoring and Analysis - Last synced: 01 Apr 2026 - Ranking: 11.7
iNaturalist
Helps you identify the plants and animals around you.
Biosphere - Biodiversity Citizen Science - Last synced: 31 Mar 2026 - Ranking: 11.7
elapid
Species distribution modeling tools, including a Python implementation of Maxent.
biodiversity-informatics biogeography geospatial maxent niche-modelling species-distribution-modelling
Biosphere - Species Distribution Modeling - Last synced: 01 Apr 2026 - Ranking: 11.7
spatialwarnings
An R package to compute spatial early-warning signals of ecosystem degradation.
catastrophic critical ecology indicators points r shifts space transitions
Biosphere - Conservation and Restoration - Last synced: 31 Mar 2026 - Ranking: 11.7
eplusr
Provides a rich toolkit of using whole building energy simulation program EnergyPlus directly in R, which enables programmatic navigation, modification of EnergyPlus, conducts parametric simulations and retrieves outputs.
energy-simulation energyplus energyplus-models eplus epw idd idf parametric-simulation r r6 simulation
Consumption - Buildings and Heating - Last synced: 31 Mar 2026 - Ranking: 11.7
py-wave-runup
A Python module which makes it easy for coastal engineers and scientists to test and use various empirical wave runup models which have been published in literature.
beach beaches coastal coastal-engineering coastal-modelling
Hydrosphere - Coastal and Reefs - Last synced: 01 Apr 2026 - Ranking: 11.6
welib
Wind energy library, Python and matlab tools for wind turbines analyses.
Renewable Energy - Wind Energy - Last synced: 01 Apr 2026 - Ranking: 11.6
GridFM
Train, finetune and interact with a foundation model for the electric power grid.
Energy Systems - Grid Analysis and Planning - Last synced: 01 Apr 2026 - Ranking: 11.6
carbonintensity-api
Rust library to retrieve regional carbon intensity data from the UK National Grid.
carbon-intensity carbon-intensity-api national-grid rust-lang
Emissions - Carbon Intensity and Accounting - Last synced: 01 Apr 2026 - Ranking: 11.6
EIA
An R package wrapping the US Energy Information Administration open data API.
cran eia eia-api energy-data energy-information-administration open-data r-package
Energy Systems - Energy Data Accessibility and Integration - Last synced: 01 Apr 2026 - Ranking: 11.6
pyam
A Python package for data-wrangling, analysis and visualization of integrated-assessment scenarios and energy systems modeling results.
analysis energy-systems iamc-format integrated-assessment integrated-assessment-scenarios macro-energy modeling pyam scenario scenario-data timeseries-format visualization
Climate Change - Integrated Assessment and Climate Policy - Last synced: 31 Mar 2026 - Ranking: 11.6
Climate categories
Commonly used codes, categories, terminologies, and nomenclatures used in climate policy analysis in a nice Python package.
Sustainable Development - Taxonomy and Ontology - Last synced: 01 Apr 2026 - Ranking: 11.6
