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: 15 Feb 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: 14 Feb 2026 - Ranking: 12.1

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: 14 Feb 2026 - Ranking: 12.0

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: 14 Feb 2026 - Ranking: 12.0

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: 15 Feb 2026 - Ranking: 12.0

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: 15 Feb 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: 14 Feb 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: 15 Feb 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: 15 Feb 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: 14 Feb 2026 - Ranking: 12.0

phenofit

A state-of-the-art remote sensing vegetation phenology extraction package.

phenology remote-sensing

Biosphere - Plants and Vegetation - Last synced: 14 Feb 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: 15 Feb 2026 - Ranking: 11.9

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: 15 Feb 2026 - Ranking: 11.9

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: 14 Feb 2026 - Ranking: 11.9

Ecoindex_cli

This tool provides an easy way to analyze websites with Ecoindex from your local computer using multi-threading.

ecoindex greenit python typer

Consumption - Computation and Communication - Last synced: 14 Feb 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: 14 Feb 2026 - Ranking: 11.9

ArchPy

A tool to create, manipulate and vizualize 3D geological and petro-physical models of the subsurface like groundwater.

geological-models geostatistics groundwater-modelling subsurface

Hydrosphere - Freshwater and Hydrology - Last synced: 14 Feb 2026 - Ranking: 11.9

foodsharing

A platform and initiative against food waste.

Consumption - Agriculture and Nutrition - Last synced: 15 Feb 2026 - Ranking: 11.9

Climate categories

Commonly used codes, categories, terminologies, and nomenclatures used in climate policy analysis in a nice Python package.

climate-change climate-data

Sustainable Development - Taxonomy and Ontology - Last synced: 15 Feb 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: 14 Feb 2026 - Ranking: 11.9

aospy

A Python package for automated analysis and management of gridded climate data.

climate netcdf python science xarray

Climate Change - Climate Data Processing and Analysis - Last synced: 14 Feb 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: 14 Feb 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: 14 Feb 2026 - Ranking: 11.9

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: 14 Feb 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: 15 Feb 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: 15 Feb 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: 15 Feb 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: 14 Feb 2026 - Ranking: 11.9

pylandtemp

Global land surface temperature and emissivity from NASA's Landsat satellite images.

climate earth-observation earth-science geodata geospatial image-processing landsat landsat-8 landsat-data nasa-api nasa-data python raster remote-sensing satellite-data satellite-imagery-analysis satellite-images

Climate Change - Climate Data Access and Visualization - Last synced: 14 Feb 2026 - Ranking: 11.8

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: 14 Feb 2026 - Ranking: 11.8

fathomnet-py

An open-source image database that can be used to train, test, and validate state-of-the-art artificial intelligence algorithms to help us understand our ocean and its inhabitants.

Biosphere - Marine Life and Fishery - Last synced: 14 Feb 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: 15 Feb 2026 - Ranking: 11.8

bdc

A toolkit for standardizing, integrating, and cleaning biodiversity data.

bdc biodiversity-data workflow

Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 14 Feb 2026 - Ranking: 11.8

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: 14 Feb 2026 - Ranking: 11.7

cbsyst

A Python module for calculating seawater carbon and boron chemistry.

boron carbon isotope ocean oceanography python

Hydrosphere - Ocean Carbon and Temperature - Last synced: 14 Feb 2026 - Ranking: 11.7

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: 14 Feb 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: 15 Feb 2026 - Ranking: 11.7

pySWAP

Python Interface to SWAP (Soil, Water, Atmosphere and Plant) to simulates transport of water, solutes and heat in unsaturated/saturated soils.

Hydrosphere - Freshwater and Hydrology - Last synced: 14 Feb 2026 - Ranking: 11.7

OpenFarm

A free and open database and web application for farming and gardening knowledge.

farming gardening open-source plants rails

Consumption - Agriculture and Nutrition - Last synced: 15 Feb 2026 - Ranking: 11.7

echoSMs

Making acoustic scattering models available to fisheries and plankton scientists.

acoustics backscatter fisheries models plankton scattering

Biosphere - Marine Life and Fishery - Last synced: 14 Feb 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: 14 Feb 2026 - Ranking: 11.7

FORTLS

Detect and segment individual tree from remotely sensed data.

forest-inventory forest-monitoring lidar-point-cloud

Biosphere - Forest Remote Sensing - Last synced: 14 Feb 2026 - Ranking: 11.6

iNaturalist

Helps you identify the plants and animals around you.

Biosphere - Biodiversity Citizen Science - Last synced: 15 Feb 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: 14 Feb 2026 - Ranking: 11.6

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: 14 Feb 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: 15 Feb 2026 - Ranking: 11.6

EMODnetWFS

Allow interrogation of and access to EMODnet(European Marine Observation and Data Network) geographic vector data in R though the EMODnet Web Feature Services.

biology dataproducts emodnet marine-data rstats wfs

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 15 Feb 2026 - Ranking: 11.6

WecOptTool

Allows users to perform wave energy converter device design optimization studies with constrained optimal control.

scr-2490 snl-applications

Renewable Energy - Hydro Energy - Last synced: 14 Feb 2026 - Ranking: 11.6

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: 14 Feb 2026 - Ranking: 11.6

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: 14 Feb 2026 - Ranking: 11.6

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: 14 Feb 2026 - Ranking: 11.6

cyclestreets

The goal of cyclestreets is to provide a simple R interface to the CycleStreets routing service.

cycling r routing transport transportation-planning

Consumption - Mobility and Transportation - Last synced: 14 Feb 2026 - Ranking: 11.6

basin3d

A generalized data synthesis model that applies across a variety of earth science observation types (hydrology, geochemistry, climate etc.).

Hydrosphere - Freshwater and Hydrology - Last synced: 14 Feb 2026 - Ranking: 11.6

whisp

The Forest Data Partnership promotes a Convergence of Evidence approach for Forest and Commodities Monitoring.

Biosphere - Deforestation and Reforestation - Last synced: 14 Feb 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: 14 Feb 2026 - Ranking: 11.5

Intensity duration frequency analysis

Reads the measurement data of the rainfall and calculates the distribution of the rainfall as a function of the return period and the duration for duration steps up to 12 hours.

analysis design-rainfall duration duration-steps dwa dwa-a-531 dwd heavy-rain idf intensity-duration-frequency kostra measurement-data precipitation python rainfall return-period

Climate Change - Natural Hazard and Storms - Last synced: 14 Feb 2026 - Ranking: 11.5

MPET

Run simulations of batteries with porous electrodes using porous electrode theory, which is a volume-averaged, multiscale approach to capture the coupled behavior of electrolyte and active material within electrodes.

Energy Storage - Battery - Last synced: 14 Feb 2026 - Ranking: 11.5

ESIOS

Comprehensive library to access the Spanish electricity market entity in Python.

Energy Systems - Energy Data Accessibility and Integration - Last synced: 14 Feb 2026 - Ranking: 11.5

Detectree2

Automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN.

deep-learning detectron2 python pytorch

Biosphere - Forest Remote Sensing - Last synced: 14 Feb 2026 - Ranking: 11.5

OpenDER

Aims to accurately represent steady-state and dynamic behaviors of inverter-based distributed energy resources.

Energy Systems - Energy System Modeling Frameworks - Last synced: 14 Feb 2026 - Ranking: 11.5

OpenSpecy

Raman and (FT)IR spectral analysis tool for plastic particles and other environmental samples.

Industrial Ecology - Circular Economy and Waste - Last synced: 14 Feb 2026 - Ranking: 11.5

PCT

The goal is to increase the accessibility and reproducibility of the data produced by the Propensity to Cycle Tool (PCT).

Consumption - Mobility and Transportation - Last synced: 14 Feb 2026 - Ranking: 11.5

animl-py

Includes a set of functions to classify subjects within camera trap field data and can handle both images and videos.

Biosphere - Terrestrial Wildlife - Last synced: 14 Feb 2026 - Ranking: 11.5

MESMER

Stochastically creates Earth System Model-specific spatio-temporally correlated climate variable field realizations at a negligible computational cost.

Climate Change - Earth and Climate Modeling - Last synced: 14 Feb 2026 - Ranking: 11.5

SimFire

An open-source wildfire simulator written in Python and meant to be used to train reinforcement learning agents.

python reinforcement-learning reinforcement-learning-environments simulation simulator wildfire

Biosphere - Wildfire - Last synced: 14 Feb 2026 - Ranking: 11.5

text2sdg

Multi-system analysis package that identifies SDGs in text, opening up the opportunity to monitor any type of text-based data.

natural-language-processing sustainability sustainable-development sustainable-development-goals

Sustainable Development - Sustainable Development Goals - Last synced: 14 Feb 2026 - Ranking: 11.5

The Flexible Modeling System

A software framework for supporting the efficient development, construction, execution, and scientific interpretation of atmospheric, oceanic, and climate system models.

climate climate-model fms fortran gfdl infrastructure netcdf

Climate Change - Earth and Climate Modeling - Last synced: 15 Feb 2026 - Ranking: 11.5

rsat

Dealing with Multiplatform Satellite Images from Landsat, MODIS, and Sentinel.

satellite-images

Sustainable Development - Environmental Satellites - Last synced: 14 Feb 2026 - Ranking: 11.4

mobility-data-specification

A data standard to enable communication between mobility companies and local governments.

autonomous-vehicles bike-share carshare delivery delivery-robot fixed-route geofencing mds micromobility mobility mobility-as-a-service mobility-data open-source passenger-services policy-as-code right-of-way robotaxi scooter-share scooters taxi

Consumption - Mobility and Transportation - Last synced: 15 Feb 2026 - Ranking: 11.4

qgs

Models the dynamics of a 2-layer quasi-geostrophic channel atmosphere on a beta-plane, coupled to a simple land or shallow-water ocean component.

atmospheric-models climate climate-variability meteorology numba ocean-atmosphere-model python

Atmosphere - Atmospheric Composition and Dynamics - Last synced: 14 Feb 2026 - Ranking: 11.4

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: 14 Feb 2026 - Ranking: 11.4

OpenET

Provides Google Earth Engine Python API based implementation of the SSEBop ET model used within OpenET.

Natural Resources - Water Supply and Quality - Last synced: 14 Feb 2026 - Ranking: 11.4

ebirdst

Access and Analyze eBird Status and Trends Data.

Biosphere - Avian Monitoring and Analysis - Last synced: 14 Feb 2026 - Ranking: 11.4

Silicone

Automated filling of detail in reported emission scenarios.

automation climate detail emissions filling

Emissions - Carbon Intensity and Accounting - Last synced: 14 Feb 2026 - Ranking: 11.4

BioMonTools

Tools for biomonitoring and bioassessment; metric calculation for benthic macroinvertebrates, fish, and periphyton.

benthic bioassessment biomonitoring fish macorinvertebrates metric periphyton r-package rbp

Biosphere - Biodiversity Analysis and Metrics - Last synced: 14 Feb 2026 - Ranking: 11.4

cosipy

Solves the energy balance at the surface and is coupled to an adaptive vertical multi-layer subsurface module.

Cryosphere - Glacier and Ice Sheets - Last synced: 14 Feb 2026 - Ranking: 11.4

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: 15 Feb 2026 - Ranking: 11.4

wdpar

R Interface to the World Database on Protected Areas.

biodiversity conservation cran data database protected-areas r r-package rstats spatial

Biosphere - Conservation and Restoration - Last synced: 14 Feb 2026 - Ranking: 11.4

hockeystick

Make essential Climate Change datasets easily available to non-climate experts.

carbon carbon-dioxide-data carbon-emissions climate climate-change climate-data climate-science ggplot2 methane noaa r rstats sea-ice sea-levels temperature-data warming-stripes

Climate Change - Climate Data Access and Visualization - Last synced: 14 Feb 2026 - Ranking: 11.4

birdnet

The library is geared towards providing a robust workflow for ecological data analysis in bioacoustic projects.

acoustic-monitoring bioacoustics birds birdsong deep-learning

Biosphere - Avian Monitoring and Analysis - Last synced: 14 Feb 2026 - Ranking: 11.4

TECA

The Toolkit for Extreme Climate Analysis, contains a collection of climate anlysis algorithms targetted at extreme event detection and analysis.

Climate Change - Natural Hazard and Storms - Last synced: 14 Feb 2026 - Ranking: 11.4

mobr

Tools for analyzing changes in biodiversity across scales.

biodiversity conservation ecology rarefaction species statistics

Biosphere - Biodiversity Analysis and Metrics - Last synced: 14 Feb 2026 - Ranking: 11.3

welib

Wind energy library, Python and matlab tools for wind turbines analyses.

modeling wind-energy

Renewable Energy - Wind Energy - Last synced: 14 Feb 2026 - Ranking: 11.3

Emiproc

A Python package for generating emission input files from diverse inventories and grids, adaptable to various atmospheric transport models, including COSMO-ART and ICON-ART.

atmospheric-modelling atmospheric-science edgar-database emissions emissions-inventory environement modeling netcdf python wrf-chem

Emissions - Emission Observation and Modeling - Last synced: 15 Feb 2026 - Ranking: 11.3

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: 14 Feb 2026 - Ranking: 11.3

sgsR

A structurally guided sampling toolbox for LiDAR-based forest inventories.

Biosphere - Forest Remote Sensing - Last synced: 14 Feb 2026 - Ranking: 11.3

FSAdata

Contains data for use in common fisheries stock analyses. See installation instructions further below.

fish fisheries fisheries-stock-assessment fishr-website stock-assessment

Biosphere - Marine Life and Fishery - Last synced: 14 Feb 2026 - Ranking: 11.3

w2w

A WUDAPT-to-WRF Python tool that injects World Urban Database and Access Portal Tools (WUDAPT)'s Local Climate Zone information into WRF.

Climate Change - Climate Data Processing and Analysis - Last synced: 14 Feb 2026 - Ranking: 11.3

R-ecology-lesson

Data Analysis and Visualization in R for Ecologists.

carpentries data-carpentry data-visualisation data-visualization data-wrangling ecology english lesson open-educational-resources r stable

Sustainable Development - Education - Last synced: 14 Feb 2026 - Ranking: 11.3

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: 14 Feb 2026 - Ranking: 11.2

FluxEngine

An open source atmosphere ocean gas flux data processing toolbox.

Hydrosphere - Ocean Carbon and Temperature - Last synced: 14 Feb 2026 - Ranking: 11.2

CBM-CFS3

The Carbon Budget Model of the Canadian Forest Sector is an aspatial, stand- and landscape-level modelling framework used for international reporting of the forest carbon balance of Canada's managed forest.

cbm-cfs3

Biosphere - Biomass - Last synced: 14 Feb 2026 - Ranking: 11.2

hubeau

An R-package proposing a collection of function to help retrieve data from the French national databases on water.

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 14 Feb 2026 - Ranking: 11.2

gospl

Global Scalable Paleo Landscape Evolution Model is an library providing a scalable parallelised Python-based numerical model to simulate landscapes and basins reconstruction at global scale.

basin-modeling compaction erosion-process landscape landscape-evolution-model lithology paleoclimate paleogeography sediment-transport sedimentation

Climate Change - Earth and Climate Modeling - Last synced: 14 Feb 2026 - Ranking: 11.2

fundiversity

Provides a lightweight package to compute common functional diversity indices.

biodiversity biodiversity-indicators biodiversity-informatics functional-diversity functional-ecology functional-trait functional-traits r r-package trait trait-based traits

Biosphere - Biodiversity Analysis and Metrics - Last synced: 14 Feb 2026 - Ranking: 11.2

gtfs2emis

Estimating public transport emissions from GTFS data.

emissions environmental-modelling gtfs public-transport r rspatial transport

Emissions - Emission Observation and Modeling - Last synced: 14 Feb 2026 - Ranking: 11.2

Naturtag

A tool for nature photographers that adds useful metadata to describe the organisms in your photos.

biodiversity biodiversity-data cli darwin-core dwc exif hierarchical-keywords inaturalist iptc photography taxonomy xmp

Biosphere - Biodiversity Citizen Science - Last synced: 14 Feb 2026 - Ranking: 11.2

redlistr

An R package that contains a set of tools suitable for calculating the metrics required for making assessments of species and ecosystems against the IUCN Red List of Threatened Species and the IUCN Red List of Ecosystems categories and criteria.

Biosphere - Biodiversity Analysis and Metrics - Last synced: 14 Feb 2026 - Ranking: 11.2

mFD

Provides a user friendly interface to compute a global assessment of functional diversity by gathering computation of alpha and beta functional indices.

Biosphere - Biodiversity Analysis and Metrics - Last synced: 14 Feb 2026 - Ranking: 11.2

GEOS-Chem

Advance understanding of human and natural influences on the environment through a comprehensive, state-of-the-science, readily accessible global model of atmospheric composition.

aerosols atmospheric-chemistry atmospheric-chemistry-modeling atmospheric-composition atmospheric-modelling aws bash-script carbon-cycle climate cloud-computing configuration earth-system-modeling fortran greenhouse-gases integration-tests mercury methane particulate-matter run-directory scientific-computing

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 15 Feb 2026 - Ranking: 11.2