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: 26 Aug 2026 - Ranking: 9.6
Niche Vlaanderen
A hydro-ecological model that predicts the potential occurrence of (ground)water-dependent vegetation types in an area based on information about the (abiotic) site conditions.
lifewatch oscibio package python vegetation
Hydrosphere - Freshwater and Hydrology - Last synced: 27 Aug 2026 - Ranking: 9.6
Climsight
A next-generation climate information system that uses large language models alongside high-resolution climate model data, scientific literature, and diverse databases to deliver accurate, localized, and context-aware climate assessments.
ai-for-climate climate-assessments climate-data climate-services large-language-models llm
Climate Change - Climate Data Access and Visualization - Last synced: 27 Aug 2026 - Ranking: 9.6
Model My Watershed
A watershed-modeling web app for citizens, conservation practitioners, municipal decision-makers, educators, and students.
civic-apps-team e84-climate-unit hydrology stormwater watersheds
Natural Resources - Water Supply and Quality - Last synced: 26 Aug 2026 - Ranking: 9.6
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: 26 Aug 2026 - Ranking: 9.6
PyLUSAT
Intends to provide users with tools that can be used to conduct land-use suitability analysis.
gis land-use suitability-analysis
Natural Resources - Soil and Land - Last synced: 26 Aug 2026 - Ranking: 9.6
PowNet
A least-cost optimization model for simulating the Unit Commitment and Economic Dispatch of large-scale (regional to country) power systems.
dc-flow dispatchable-units economic-dispatch electricity-supply n-1-criterion power-system-analysis python renewable-resources substations transmission unit-commitment water-energy-nexus
Energy Systems - Energy System Modeling Frameworks - Last synced: 27 Aug 2026 - Ranking: 9.6
SSN2
An R package for spatial statistical modeling and prediction on stream networks, including models based on in-stream distance.
Hydrosphere - Ocean Models - Last synced: 26 Aug 2026 - Ranking: 9.6
Ferret
An interactive computer visualization and analysis environment designed to meet the needs of oceanographers and meteorologists analyzing large and complex gridded datasets.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 27 Aug 2026 - Ranking: 9.6
forcis
Provide an interface to the FORCIS database that includes data on living planktonic foraminifera diversity and distribution in the global oceans from 1910 until 2018 collected using plankton tows, continuous plankton recorder, sediment traps and plankton pump from the global ocean.
Biosphere - Marine Life and Fishery - Last synced: 27 Aug 2026 - Ranking: 9.6
UKgrid
An R data package with the UK National Grid historical demand for electricity between April 2005 and October 2019.
Energy Systems - Energy Data Accessibility and Integration - Last synced: 26 Aug 2026 - Ranking: 9.6
HydroGenerate
An open-source Python library that has the capability of estimating hydropower generation based on flow rate either provided by the user or received from United States Geological Survey water data services.
hydropower hydropower-model techno-economic-analysis
Renewable Energy - Hydro Energy - Last synced: 27 Aug 2026 - Ranking: 9.6
VAPOR
The Visualization and Analysis Platform for Ocean, Atmosphere and Solar Researchers.
atmosphere science visualization
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 26 Aug 2026 - Ranking: 9.5
pyhector
A Python interface for the simple global climate carbon-cycle model Hector.
climate-model hector-model python-wrapper
Climate Change - Earth and Climate Modeling - Last synced: 27 Aug 2026 - Ranking: 9.5
Open Smart Grid Platform
An open, generic, scalable and independent 'Internet of Things' platform, which enables various connected smart objects in the public space to be easily controlled and monitored.
cucumber-tests distribution-automation dlms iec61850 iot-platform java oslp public-lighting smartmetering springframework
Energy Systems - Grid Management and Microgrid - Last synced: 26 Aug 2026 - Ranking: 9.5
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: 26 Aug 2026 - Ranking: 9.5
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: 26 Aug 2026 - Ranking: 9.5
California Forest Observatory
Python wrappers for accessing Forest Observatory data via the Salo API.
api california ecology python-wrappers wildfire
Biosphere - Forest Observation and Management - Last synced: 26 Aug 2026 - Ranking: 9.5
Itzï
A powerful, open-source hydrologic and hydraulic modeling platform that makes flood simulation accessible to everyone.
Climate Change - Natural Hazard and Storms - Last synced: 27 Aug 2026 - Ranking: 9.5
AgIsoStack-plus-plus
ISO-11783 stack for smart agricultural machinery communication.
agritech can iso11783 isobus j1939 smart-farming
Consumption - Agriculture and Nutrition - Last synced: 27 Aug 2026 - Ranking: 9.5
Awesome Open Climate Science
Awesome Open Atmospheric, Ocean, and Climate Science.
Sustainable Development - Curated Lists - Last synced: 27 Aug 2026 - Ranking: 9.5
Awesome Sentinel
A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites.
awesome-list hacktoberfest open-data research satellite-imagery science space
Sustainable Development - Curated Lists - Last synced: 27 Aug 2026 - Ranking: 9.5
DOLPHYN
Evaluates investments and operations across the bulk supply chain for electricity and Hydrogen including production, storage, transmission, conditioning, and end-use consumption.
Renewable Energy - Hydro Energy - Last synced: 27 Aug 2026 - Ranking: 9.5
biocollect
An advanced, but simple-to-use data collection tool for biodiversity science.
Biosphere - Biodiversity Citizen Science - Last synced: 27 Aug 2026 - Ranking: 9.5
IESopt.jl
Modeling and optimization framework for integrated energy systems.
energy-system-model modelling optimization
Energy Systems - Energy System Modeling Frameworks - Last synced: 27 Aug 2026 - Ranking: 9.5
Bike Index
Bike registration that works: online, powerful, free.
Consumption - Mobility and Transportation - Last synced: 26 Aug 2026 - Ranking: 9.5
Continuous Reforestation
A GitHub Action for planting trees within your development workflow using the Reforestation as a Service (RaaS) API developed by DigitalHumani.
carbon-capture carbon-capture-sequestration continuous-integration reforestation sustainability sustainable-software
Biosphere - Deforestation and Reforestation - Last synced: 27 Aug 2026 - Ranking: 9.5
ETM Pro
Professional interface of the Energy Transition model.
energy-system etm frontend rails user-interface
Energy Systems - Energy System Modeling Frameworks - Last synced: 26 Aug 2026 - Ranking: 9.5
The Farmer Journal
A farm management software for the hobbyist and smallholder farmer.
ddd-architecture end-user farm farm-management farming go golang nextjs reactjs tania
Consumption - Agriculture and Nutrition - Last synced: 27 Aug 2026 - Ranking: 9.5
Next Gen Water Modeling Framework
This framework includes an encapsulation strategy which focuses on the hydrologic data first, and then builds a functional abstraction of hydrologic behavior.
Natural Resources - Water Supply and Quality - Last synced: 26 Aug 2026 - Ranking: 9.5
Perch
A bioacoustics research project that produces a bird species classifier, trained on over 10k species.
Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 27 Aug 2026 - Ranking: 9.4
footprint
An R package to calculate carbon footprints from air travel based on IATA airport codes or latitude and longitude.
Emissions - Carbon Intensity and Accounting - Last synced: 27 Aug 2026 - Ranking: 9.4
Diversity.jl
Provides functionality for measuring alpha, beta and gamma diversity of metacommunities (e.g. ecosystems) and their constituent subcommunities.
biodiversity diversity-measurement ecology julia partitioning-diversity phylogenetic-diversity
Biosphere - Biodiversity Analysis and Metrics - Last synced: 27 Aug 2026 - Ranking: 9.4
FESOM2
Multi-resolution ocean general circulation model that solves the equations of motion describing the ocean and sea ice using finite-element and finite-volume methods on unstructured computational grids.
Cryosphere - Sea Ice - Last synced: 27 Aug 2026 - Ranking: 9.4
pypownet
A power network simulator with a Reinforcement Learning-focused usage.
gym-environments power-network powergrid reinforcement-learning reinforcement-learning-environments simulator
Energy Systems - Grid Analysis and Planning - Last synced: 26 Aug 2026 - Ranking: 9.4
SMODERP2D
Distributed event-based model for surface and subsurface runoff and erosion.
gis-based soil-erosion surface-runoff
Natural Resources - Soil and Land - Last synced: 26 Aug 2026 - Ranking: 9.4
amr-wind
A massively parallel, block-structured adaptive-mesh, incompressible flow solver for wind turbine and wind farm simulations.
amr amrex ecp exascale-computing
Renewable Energy - Wind Energy - Last synced: 27 Aug 2026 - Ranking: 9.4
MOM6
A numerical representation of the ocean fluid with applications from the process scale to the planetary circulation scale.
Hydrosphere - Ocean Models - Last synced: 27 Aug 2026 - Ranking: 9.4
IMPROVER
A library of algorithms for meteorological post-processing and verification.
Atmosphere - Meteorological Observation and Forecast - Last synced: 27 Aug 2026 - Ranking: 9.4
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: 26 Aug 2026 - Ranking: 9.4
LISF
A software framework for high performance terrestrial hydrology modeling and data assimilation developed with the goal of integrating satellite and ground-based observational data products.
Hydrosphere - Freshwater and Hydrology - Last synced: 27 Aug 2026 - Ranking: 9.4
windfarmGA
Genetic algorithm to optimize the layout of wind farms.
Renewable Energy - Wind Energy - Last synced: 26 Aug 2026 - Ranking: 9.3
rlandfire
Provides access to a diverse suite of spatial data layers via the LANDFIRE Product Services (LFPS) API.
Biosphere - Wildfire - Last synced: 27 Aug 2026 - Ranking: 9.3
pycoal
A Python toolkit for characterizing Coal and Open-pit surface mining impacts on American Lands.
classification classification-algorithm coal hyperspectral-image-classification open-surface-mining python surface-mining-activities
Natural Resources - Soil and Land - Last synced: 27 Aug 2026 - Ranking: 9.3
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: 26 Aug 2026 - Ranking: 9.3
EarthDataLab.jl
Julia interface for Reading from the Earth System Datacube.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 26 Aug 2026 - Ranking: 9.3
HyperGas
Retrieving trace gases enhancements from hyperspectral satellite data and writing it to different formats, including generating plume masks and calculating gas emission rates.
carbon-dioxide greenhouse-gas-emissions hyperspectral methane satellite
Emissions - Emission Observation and Modeling - Last synced: 27 Aug 2026 - Ranking: 9.3
e-mission
Enables people to track their travel modes—by car, bus, bike or walking and measure their associated energy use and carbon footprint.
Consumption - Mobility and Transportation - Last synced: 27 Aug 2026 - Ranking: 9.3
FACTS
Repository for the Framework for Accessing Changes To Sea-level.
Climate Change - Natural Hazard and Storms - Last synced: 26 Aug 2026 - Ranking: 9.3
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 Storms - Last synced: 26 Aug 2026 - Ranking: 9.3
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: 26 Aug 2026 - Ranking: 9.3
TaxonoPy
A Python package for efficiently aligning organismal taxonomic hierarchies using the Global Names Verifier.
alignment hierarchy taxonomic-resolution taxonomy tree-of-life
Biosphere - Biodiversity Analysis and Metrics - Last synced: 27 Aug 2026 - Ranking: 9.3
resstock
Helping states, municipalities, utilities, and manufacturers identify which building stock improvements save the most energy and money.
Consumption - Buildings and Heating - Last synced: 26 Aug 2026 - Ranking: 9.2
hspfbintoolbox
A Python script and library of functions to read Hydrological Simulation Program Fortran (HSPF) binary files and print to screen.
cli hydrology python simulation
Hydrosphere - Freshwater and Hydrology - Last synced: 26 Aug 2026 - Ranking: 9.2
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: 27 Aug 2026 - Ranking: 9.2
AirMonitor
Utilities for working with hourly air quality monitoring data with a focus on small particulates PM2.5.
Natural Resources - Air Quality - Last synced: 26 Aug 2026 - Ranking: 9.2
Wildfire Predictive Services
Wildfire Predictive Services to support decision making in prevention, preparedness, response and recovery.
bcws cffdrs dds fastapi flnr hacktoberfest javascript postgis postgres postgresql python react typescript weather wildfire
Biosphere - Wildfire - Last synced: 27 Aug 2026 - Ranking: 9.2
gridwxcomp
A package for comparing weather station data to gridded weather data that are hosted on Google Earth Engine.
bias-correction climate data gridded spatial-analysis weather
Atmosphere - Meteorological Observation and Forecast - Last synced: 27 Aug 2026 - Ranking: 9.2
jmastats
Download Weather Data from Japan Meteorological Agency Website.
climate-change rpackage weather
Atmosphere - Meteorological Observation and Forecast - Last synced: 27 Aug 2026 - Ranking: 9.2
Nighthawk
A machine learning model for acoustic monitoring of nocturnal bird migration.
Biosphere - Avian Monitoring and Analysis - Last synced: 26 Aug 2026 - Ranking: 9.2
SUMMA
A hydrologic modeling framework that can be used for the systematic analysis of alternative model conceptualizations with respect to flux parameterizations, spatial configurations, and numerical solution techniques.
Hydrosphere - Freshwater and Hydrology - Last synced: 26 Aug 2026 - Ranking: 9.2
The Hydrogen Risk Assessment Models
The first-ever software toolkit that integrates deterministic and probabilistic models for quantifying accident scenarios, predicting physical effects, and characterizing hydrogen hazards impact on people and structures.
Energy Storage - Hydrogen - Last synced: 27 Aug 2026 - Ranking: 9.2
Prospect Energy
An open source data platform for the energy access sector that allows you to customize data flows coming from ongrid, minigrid and offgrid sources.
Energy Systems - Energy Data Accessibility and Integration - Last synced: 27 Aug 2026 - Ranking: 9.2
EuroCropsML
A pre-processed and ready-to-use machine learning dataset for crop type classification of agricultural parcels in Europe.
agriculture crop-classification dataset deep-learning earth-observation machine-learning sentinel-2 torch
Consumption - Agriculture and Nutrition - Last synced: 27 Aug 2026 - Ranking: 9.2
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: 27 Aug 2026 - Ranking: 9.2
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: 27 Aug 2026 - Ranking: 9.2
BatteryML
An Open-Source Tool for Machine Learning on Battery Degradation.
Energy Storage - Battery - Last synced: 27 Aug 2026 - Ranking: 9.2
SDG Detector
Identify and visualize 17 Sustainable Development Goals and associated 169 Targets in text.
cran r r-package sdg sdgs sustainability sustainable-development-goals text-mining
Sustainable Development - Sustainable Development Goals - Last synced: 26 Aug 2026 - Ranking: 9.1
FuelDeep3D
Provides tools for processing, feature extraction, and classification of 3D forest point clouds for fuel assessment application.
deep-learning forestry fuels geospatial lidar lidr point-cloud pytorch r remote-sensing reticulate rgl segmentation
Biosphere - Forest Remote Sensing - Last synced: 26 Aug 2026 - Ranking: 9.1
forestmangr
An R package for forest mensuration and management.
Biosphere - Forest Observation and Management - Last synced: 27 Aug 2026 - Ranking: 9.1
CityLearn
Official reinforcement learning environment for demand response and load shaping.
Energy Systems - Load and Demand Forecasting - Last synced: 26 Aug 2026 - Ranking: 9.1
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: 26 Aug 2026 - Ranking: 9.1
Clawpack
2d depth-averaged shallow water equations for flow over varying topography.
Hydrosphere - Ocean Models - Last synced: 27 Aug 2026 - Ranking: 9.1
REMix
The main focus is on the broad techno-economical assessment of possible future energy system designs and analysis of interactions between technologies.
Energy Systems - Energy System Modeling Frameworks - Last synced: 27 Aug 2026 - Ranking: 9.1
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 jetpack-compose kotlin kotlin-android material-design mobile-app
Consumption - Agriculture and Nutrition - Last synced: 26 Aug 2026 - Ranking: 9.1
Energy Research and Forecasting
Designed to provide a flexible computational framework for the exploration and investigation of different physics parameterizations and numerical strategies, and to characterize the flow field that impacts the ability of wind turbines to extract wind energy.
Renewable Energy - Wind Energy - Last synced: 26 Aug 2026 - Ranking: 9.1
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 Storms - Last synced: 27 Aug 2026 - Ranking: 9.1
LEAF
Simulator for modeling energy consumption in cloud, fog, and edge computing environments.
edge-computing energy-consumption fog-computing modeling simulation
Consumption - Computation and Communication - Last synced: 27 Aug 2026 - Ranking: 9.1
PlanktonIndividuals.jl
This package simulates the behaviors of an ensemble of phytoplankton individuals.
Biosphere - Marine Life and Fishery - Last synced: 27 Aug 2026 - Ranking: 9.1
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: 27 Aug 2026 - Ranking: 9.1
Minpower
An open source toolkit for students and researchers in power systems.
Energy Systems - Energy System Modeling Frameworks - Last synced: 27 Aug 2026 - Ranking: 9.1
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: 26 Aug 2026 - Ranking: 9.1
PyPSA-DE
High resolution, sector-coupled model of the German Energy System.
Energy Systems - Global and Regional Energy System Models - Last synced: 27 Aug 2026 - Ranking: 9.1
intensegRid
Provides information on national and regional carbon intensity, the amount of carbon emitted per unit of energy consumed, for the UK.
carbon-api carbon-emissions carbon-intensity climate-change hacktoberfest r
Emissions - Carbon Intensity and Accounting - Last synced: 27 Aug 2026 - Ranking: 9.0
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: 27 Aug 2026 - Ranking: 9.0
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: 27 Aug 2026 - Ranking: 9.0
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: 26 Aug 2026 - Ranking: 9.0
envalysis
An R package containing miscellaneous functions for data analysis in environmental chemistry and ecotoxicolog.
analytics chemistry ecotoxicology environment soil
Natural Resources - Soil and Land - Last synced: 27 Aug 2026 - 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: distributed generation, storage, networked controls, etc.
Energy Systems - Grid Analysis and Planning - Last synced: 27 Aug 2026 - Ranking: 9.0
RT1
A first order radiative transfer model for soil- and vegetation related parameter retrievals from radar-data.
microwave-remote-sensing python radiative-transfer remote-sensing soil-moisture vegetation
Atmosphere - Radiative Transfer - Last synced: 27 Aug 2026 - Ranking: 9.0
AMIRIS-Py
Python tools for the electricity market model AMIRIS.
Energy Systems - Energy Markets - Last synced: 27 Aug 2026 - 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: 27 Aug 2026 - Ranking: 9.0
EmonLib
Arduino Energy Monitoring Library.
Energy Systems - Building Energy Monitoring - Last synced: 27 Aug 2026 - Ranking: 9.0
Santiago.jl
A Julia package to generate appropriate sanitation system options.
Industrial Ecology - Circular Economy and Waste - Last synced: 27 Aug 2026 - Ranking: 9.0
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: 26 Aug 2026 - Ranking: 9.0
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: 26 Aug 2026 - Ranking: 9.0
DSWE
An R implementation of various data science methods for wind energy (DSWE) applications, such as providing machine learning methods to accurately estimate the wind power curve.
Renewable Energy - Wind Energy - Last synced: 27 Aug 2026 - Ranking: 9.0
