letsR
Allow users to build presence-absence matrices, the primary analytical tool in macroecology, from species' geographical distributions and merge them with species' traits, conservation information and spatial environmental layers.
Biosphere - Biodiversity Analysis and Metrics - Last synced: 21 Jun 2026 - Ranking: 6.0
open-climate-investing
Application and data for analyzing and structuring portfolios for climate investing.
climate-change climate-data esg factor-analysis fama-french finance hacktoberfest hacktoberfest2021 modern-portfolio-analysis modern-portfolio-theory stock stock-market
Sustainable Development - Sustainable Investment - Last synced: 21 Jun 2026 - Ranking: 6.0
Education4Climate
A tool for crawling and analyzing data from higher education schools.
Sustainable Development - Knowledge Platforms - Last synced: 21 Jun 2026 - Ranking: 6.0
Power Grid Lib
This benchmark library is curated and maintained by the IEEE PES Task Force on Benchmarks for Validation of Emerging Power System Algorithms and is designed to evaluate a well established version of the AC Optimal Power Flow problem.
benchmark dataset matpower optimal-power-flow
Energy Systems - Grid Analysis and Planning - Last synced: 21 Jun 2026 - Ranking: 6.0
OSMoGrid
A java tool to generate life like electrical grid models based on publicly available data, mainly OpenStreetMap and a special focus on low voltage grids.
clustering graph opendata openstreetmap powersystems
Energy Systems - Grid Analysis and Planning - Last synced: 21 Jun 2026 - Ranking: 6.0
MOVES
A state-of-the-science emission modeling system that estimates emissions for mobile sources at the national, county, and project level for criteria air pollutants, greenhouse gases, and air toxics, available under EPA's Open Source Software policy.
Emissions - Emission Observation and Modeling - Last synced: 21 Jun 2026 - Ranking: 6.0
HydroPowerSimulations.jl
Contains extensions on PowerSystems.jl and PowerSimulations.jl to enable enhanced hydropower representations.
Renewable Energy - Hydro Energy - Last synced: 21 Jun 2026 - Ranking: 6.0
Clean Air Markets API Portal
A suite of API's that EPA's Clean Air Markets Division provides to access the data collected to run programs designed to reduce air pollution from power plants.
Emissions - Emission Observation and Modeling - Last synced: 21 Jun 2026 - Ranking: 6.0
Deadtrees.earth
An open database for accessing, contributing, analyzing, and visualizing remote sensing-based tree mortality data.
Biosphere - Forest Remote Sensing - Last synced: 21 Jun 2026 - Ranking: 6.0
Digital Twins Definition Language ontology for Energy Grid
A global standard for energy grid assets management, power system operations modeling and physical energy commodity market.
Sustainable Development - Taxonomy and Ontology - Last synced: 21 Jun 2026 - Ranking: 6.0
POMATO
An easy to use tool for the comprehensive analysis of the modern electricity market.
Energy Systems - Energy Markets - Last synced: 21 Jun 2026 - Ranking: 6.0
allodb
An R package for biomass estimation at extratropical forest plots.
Biosphere - Biomass - Last synced: 21 Jun 2026 - Ranking: 6.0
OpenCastKit
Open-source solutions of global data-driven high-resolution weather forecasting.
Atmosphere - Meteorological Observation and Forecast - Last synced: 21 Jun 2026 - Ranking: 6.0
Biodiversity Around Me
A web widget that retrieves and displays species observed within an area, based on the GBIF data API or alternative other biodiversity data sources.
api biodiversity gbif geonature vuejs widget
Biosphere - Biodiversity Data Access and Management - Last synced: 21 Jun 2026 - Ranking: 6.0
LandR
These models simulate forest vegetation dynamics based on LANDIS-II, and incorporate fire and insect disturbance, as well as other important ecological processes.
ecological-modelling landscape-ecosystem-modelling r-package spades
Biosphere - Forest Modeling and Analysis - Last synced: 21 Jun 2026 - Ranking: 6.0
ml_drought
A Machine Learning Pipeline to Predict Vegetation Health.
2019 copernicus machine-learning
Natural Resources - Soil and Land - Last synced: 21 Jun 2026 - Ranking: 6.0
hplib
Database with efficiency parameters from public Heatpump Keymark datasets as well as parameter-sets and functions in order to simulate heat pumps.
Consumption - Buildings and Heating - Last synced: 21 Jun 2026 - Ranking: 6.0
SCOPE
Simulation model for radiative transfer, photosynthesis and energy fluxes in vegetation and soil.
Natural Resources - Soil and Land - Last synced: 21 Jun 2026 - Ranking: 6.0
AcidWatch
Democratize and open up the discussion around CO2 impurities and provide a reliable resource for researchers, chemists, and industry professionals in the CCS domain.
carbon-capture-and-storage ccs computational-chemistry hacktoberfest hacktoberfestivus impurities
Emissions - Carbon Capture - Last synced: 21 Jun 2026 - Ranking: 6.0
BuildSysPro
EDF's Modelica library for buildings, districts and energy systems modeling.
Consumption - Buildings and Heating - Last synced: 21 Jun 2026 - Ranking: 6.0
OnStove
Calculates the net-benefits of different stove options in a given geography and compares all stoves to one another with regards to their net-benefit.
Energy Systems - Renewable Energy Integration - Last synced: 21 Jun 2026 - Ranking: 6.0
FAIR-Battery
We seek to present an open-hardware platform for a versatile battery technology and make the platform radically accessible.
Energy Storage - Battery - Last synced: 21 Jun 2026 - Ranking: 6.0
Land Matrix
Independent global land monitoring initiative that promotes transparency & accountability in decisions over large-scale land acquisitions.
Natural Resources - Soil and Land - Last synced: 21 Jun 2026 - Ranking: 6.0
IOOS Cloud Sandbox
A collaborative platform to develop regional coastal models.
Hydrosphere - Coastal and Reefs - Last synced: 21 Jun 2026 - Ranking: 6.0
Stripe Climate Carbon Removal Purchases
Source materials supporting Stripe Climate carbon removal purchases.
Sustainable Development - Knowledge Platforms - Last synced: 21 Jun 2026 - Ranking: 6.0
RegESM
Regional Earth System Model is designed to be a state-of-art coupled modeling system that allows using variety of different earth system model components as well as their integration with co-processing tool.
atmosphere coupled esmf mitgcm ocean regcm regional roms
Climate Change - Earth and Climate Modeling - Last synced: 21 Jun 2026 - Ranking: 6.0
energy-py
Reinforcement learning for energy systems.
Energy Systems - Energy System Modeling Frameworks - Last synced: 21 Jun 2026 - Ranking: 6.0
A high-resolution canopy height model of the Earth
The model estimates canopy top height for every Sentinel-2 image pixel and was trained using sparse GEDI LIDAR data as a reference.
canopy-height-models deep-learning ensemble gedi sentinel-2 uncertainty
Biosphere - Forest Modeling and Analysis - Last synced: 21 Jun 2026 - Ranking: 5.9
Awesome Grid Model Data
A curated collection of links to hourly or sub-hourly electricity demand data, designed to improve the accessibility and discoverability of datasets for energy system modelers and planners, while enhancing global open data coverage to support a sustainable energy transition.
Energy Systems - Energy Data Accessibility and Integration - Last synced: 21 Jun 2026 - Ranking: 5.9
FABIO
Forestry and Agriculture Biomass Input-Output Tables.
agriculture faostat food mrio-tables piot
Industrial Ecology - Input Output Model - Last synced: 21 Jun 2026 - Ranking: 5.9
BEETHOVEN
Building an extensible, reproducible, test-driven, harmonised, open-source, versioned, ensemble model for air quality.
Natural Resources - Air Quality - Last synced: 21 Jun 2026 - Ranking: 5.9
marineHeatWaves
A module for Python which implements the Marine Heatwave definition of Hobday et al. (2016).
Hydrosphere - Ocean Carbon and Temperature - Last synced: 21 Jun 2026 - Ranking: 5.9
MetObs-toolkit
Provides a comprehensive framework for scientists to process, quality control, and analyze raw meteorological data.
climate meteorology python toolkit
Atmosphere - Meteorological Observation and Forecast - Last synced: 21 Jun 2026 - Ranking: 5.9
EpexPredictor
Predicts day-ahead electricity prices for various countries in Europe.
Energy Systems - Energy Markets - Last synced: 21 Jun 2026 - Ranking: 5.9
RBBGCMuso
A software package that supports the application of the Biome-BGCMuSo biogeochemical mode, which simulates the storage and fluxes of water, carbon and nitrogen between the ecosystem and the atmosphere, and within the components of the terrestrial ecosystem.
biogeochemical-model ecosystem-model interface model optimization-tools r r-package
Natural Resources - Soil and Land - Last synced: 21 Jun 2026 - Ranking: 5.9
remind
A numerical model that represents the future evolution of the world economies with a special focus on the development of the energy sector and the implications for our world climate.
Climate Change - Integrated Assessment and Climate Policy - Last synced: 21 Jun 2026 - Ranking: 5.9
greenR
An R package that enables the quantification, analysis, and visualization of urban greenness within city networks.
cities ggplot2 greenness-exposure leaflet open-source openstreetmap r rstats shiny-r visualization
Biosphere - Plants and Vegetation - Last synced: 21 Jun 2026 - Ranking: 5.9
RAMP-mobility
A novel application of the RAMP main engine for generating bottom-up stochastic electric vehicles load profiles.
charging-profiles charging-strategies demand electric-vehicles-mobility ramp-model
Consumption - Mobility and Transportation - Last synced: 21 Jun 2026 - Ranking: 5.9
Photovoltaic_Fault_Detector
Model-definition is a deep learning application for fault detection in photovoltaic plants.
deep-learning detection-boxes detector-model fault-detection keras model-detection object-detection photovoltaic-panels solar-energy tensorflow yolo3
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 21 Jun 2026 - Ranking: 5.9
AtmoRep
A stochastic model of atmosphere dynamics using large scale representation learning.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 21 Jun 2026 - Ranking: 5.9
MiMA
Model of an idealized Moist Atmosphere: Intermediate-complexity General Circulation Model with full radiation.
atmospheric-modelling atmospheric-science climate-model fortran gcm
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 21 Jun 2026 - Ranking: 5.9
Ecological Forecasting & Dynamics Course
This is a course on how ecological systems change through time and how to forecast how they will change in the future.
ecology forecasting hugo-theme open-educational-resources
Sustainable Development - Education - Last synced: 21 Jun 2026 - Ranking: 5.9
BEMServer
An open source Python server to deploy energy management solutions for buildings.
Consumption - Buildings and Heating - Last synced: 21 Jun 2026 - Ranking: 5.9
Enhydris
A system for the storage and management of hydrological and meteorological time series.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 21 Jun 2026 - Ranking: 5.9
Carbon free energy for Google Cloud regions
Contains sustainability characteristics of Google Cloud regions in a machine readable format.
carbon-emissions carbon-free google-cloud
Consumption - Computation and Communication - Last synced: 21 Jun 2026 - Ranking: 5.9
Fractional Cover
A remote sensing algorithm which measures the photosynthetic, non-photosynthetic and bare earth components of a Landsat image.
Natural Resources - Soil and Land - Last synced: 21 Jun 2026 - Ranking: 5.9
GCIS
As a centralized catalog of all materials and data used for Global Change Information System products and climate assessments.
climate-science government-data mojolicious perl provenance rose-db semantic-web
Sustainable Development - Data Catalogs and Interfaces - Last synced: 21 Jun 2026 - Ranking: 5.9
CHEEREIO
The CHEmistry and Emissions REanalysis Interface with Observations is a set of Python and shell scripts that support data assimilation and emissions inversions for arbitrary runs of the GEOS-Chem chemical transport model via an ensemble approach.
Emissions - Emission Observation and Modeling - Last synced: 21 Jun 2026 - Ranking: 5.9
nmfspalette
R color palette for NOAA Fisheries official colors.
color-palette noaa noaa-nsap r
Biosphere - Marine Life and Fishery - Last synced: 21 Jun 2026 - Ranking: 5.9
wildRtrax
An R package for environmental sensor data management and analytics.
bioacoustics biodiversity-data r-package
Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 21 Jun 2026 - Ranking: 5.9
AirfoilPreppy
A Python module for pre-processing and evaluating aerodynamic airfoil data, primarily for wind turbine applications.
Renewable Energy - Wind Energy - Last synced: 21 Jun 2026 - Ranking: 5.9
STM32 Energy Monitoring
The following resources are a work in progress guide to using the STM32 platform for energy monitoring, being written as part of development work into the next generation of OpenEnergyMonitor hardware.
Energy Systems - Building Energy Monitoring - Last synced: 21 Jun 2026 - Ranking: 5.9
Makurhini
An R package for comprehensive analysis of landscape fragmentation and connectivity.
Biosphere - Conservation and Restoration - Last synced: 21 Jun 2026 - Ranking: 5.8
Smart Data Models
This Models describe the main entities involved with smart applications that deal with environmental issues.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 21 Jun 2026 - Ranking: 5.8
srdb
Global soil respiration database.
carbon-cycle data global-database science soil soil-respiration
Natural Resources - Soil and Land - Last synced: 21 Jun 2026 - Ranking: 5.8
diversitree
Includes a number of comparative phylogenetic methods, mostly focussing on analysing diversification and character evolution.
Biosphere - Biodiversity Analysis and Metrics - Last synced: 21 Jun 2026 - Ranking: 5.8
ITS_LIVE
Provide automated, low latency, global glacier flow and elevation change datasets.
glacier glacier-dynamics glacier-flow glaciers its-live itslive
Cryosphere - Glacier and Ice Sheets - Last synced: 21 Jun 2026 - Ranking: 5.8
Tilda
Provides access to bicycle infrastructure data from OpenStreetMap for administrative staff.
openstreetmap osm radinfrastruktur radverkehr verkehrswende
Consumption - Mobility and Transportation - Last synced: 21 Jun 2026 - Ranking: 5.8
Cover Crop Species Selector
Used to help farmers select a cover crop that fits their goals and constraints.
Consumption - Agriculture and Nutrition - Last synced: 21 Jun 2026 - Ranking: 5.8
Decarb My State
What does it take to decarbonize your state.
climate-change decarbonization gatsby python
Sustainable Development - Knowledge Platforms - Last synced: 21 Jun 2026 - Ranking: 5.8
pyicon
A python post-processing and visualization toolbox for ICON with a focus on ocean data.
Climate Change - Climate Data Processing and Analysis - Last synced: 21 Jun 2026 - Ranking: 5.8
MSC AniMet
A simple tool enabling users to interact with MSC Open Data weather data and create custom weather animations for any area in the world.
animation canada data visualization weather wms
Atmosphere - Meteorological Observation and Forecast - Last synced: 21 Jun 2026 - Ranking: 5.8
Icebergs
Model large tabular icebergs submerged in the ocean known as Kinematic Iceberg Dynamics.
Cryosphere - Sea Ice - Last synced: 21 Jun 2026 - Ranking: 5.8
pem-dataset1
Proton Exchange Membrane Fuel Cell Dataset.
activation-procedure chemistry data data-science dataset electrochemistry energy fuel-cell impedance mea nafion open-science open-source pem physics polarization power proton-exchange-membrane science science-research
Energy Storage - Hydrogen - Last synced: 21 Jun 2026 - Ranking: 5.8
GOLEM
A numerical simulator for modelling coupled Thermo-Hydro-Mechanical processes in faulted geothermal reservoirs.
geothermal-reservoirs golem moose-framework
Renewable Energy - Geothermal Energy - Last synced: 21 Jun 2026 - Ranking: 5.8
marine_debris_ML
Marine debris detection with commercial satellite imagery and deep learning.
Industrial Ecology - Circular Economy and Waste - Last synced: 21 Jun 2026 - Ranking: 5.8
UNICEF AI4D Relative Wealth Project
Aims to develop open datasets and machine learning models for poverty mapping estimation across nine countries in Southeast Asia.
geospatial-analysis machine-learning social-impact
Sustainable Development - Population and Poverty - Last synced: 21 Jun 2026 - Ranking: 5.8
AquaSat
A data set to enable remote sensing of water quality for inland waters.
Natural Resources - Water Supply and Quality - Last synced: 21 Jun 2026 - Ranking: 5.8
OpenOlitor
Administration platform for Community Supported Agriculture and for direct selling farming projects based on a subscription model.
Consumption - Agriculture and Nutrition - Last synced: 21 Jun 2026 - Ranking: 5.8
PyPRECIS
A learning tool to faciliate processing of regional climate model output.
applied-science climate-model-evaluation cordex iasas python3 regional-climate-model training-materials visualization
Sustainable Development - Education - Last synced: 21 Jun 2026 - Ranking: 5.8
ESDL
A modelling language created for the components in an energy system and their relations towards each other.
description-language dsl energy energy-information energy-transition energy-transition-calculation esdl interoperability language
Energy Systems - Energy System Modeling Frameworks - Last synced: 21 Jun 2026 - Ranking: 5.8
Electricity Planning Model
As power system planning is one of the key activities performed by energy ministries and utilities around the world, the ambition of this tool is to actively inform the operational work of the World Bank's staff and clients and to be an evolving and versatile decision-making tool.
Energy Systems - Energy System Modeling Frameworks - Last synced: 21 Jun 2026 - Ranking: 5.8
Global Renewables Watch
A comprehensive global temporal dataset of commercial solar photovoltaic (PV) farms and onshore wind turbines, derived from high-resolution satellite imagery analyzed quarterly from the fourth quarter of 2017 to the second quarter of 2024.
Energy Systems - Energy Data Accessibility and Integration - Last synced: 21 Jun 2026 - Ranking: 5.8
bifacialvf
Bifacial PV View Factor model for system performance calculation.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 21 Jun 2026 - Ranking: 5.8
pysiral
Python package for scientific computing satellite radar altimetry over ice-covered ocean.
earth-science remote-sensing research scientific-computing
Cryosphere - Sea Ice - Last synced: 21 Jun 2026 - Ranking: 5.8
CSHShydRology
This is a collection of R functions used by the Canadian Association Society for Hydrological Sciences.
Natural Resources - Water Supply and Quality - Last synced: 21 Jun 2026 - Ranking: 5.8
Environmental Outcomes Platform
An end-to-end solution for acquiring, managing, and interacting with environmental information to empower council services both internally and externally.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 21 Jun 2026 - Ranking: 5.8
Kausal Paths
A tool for predicting the future emissions of cities based on historical emission data and various climate actions.
Emissions - Emission Observation and Modeling - Last synced: 21 Jun 2026 - Ranking: 5.8
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: 21 Jun 2026 - Ranking: 5.8
GridWorks SpaceHeat SCADA
Intended for running a heat pump thermal storage space heating system in a house, and doing this transactively.
Consumption - Buildings and Heating - Last synced: 21 Jun 2026 - Ranking: 5.8
EV-EcoSim
A grid-aware co-simulation platform for the design and optimization of EV Charging Infrastructure.
battery controls electric-vehicles energy-transition optimization powerflow solar
Consumption - Mobility and Transportation - Last synced: 21 Jun 2026 - Ranking: 5.8
SuperflexPy
An open-source framework written in Python for constructing flexible, conceptual, distributed hydrological models.
conceptual-hydrological-models
Hydrosphere - Freshwater and Hydrology - Last synced: 21 Jun 2026 - Ranking: 5.8
Risk Data Library Standard
Provides a common description of the data used and produced in risk assessments, including hazard, exposure, vulnerability, and modelled loss, or impact, data.
climate-data disaster-risk-management hazard-assessment json opendata risk-assessment standard
Climate Change - Natural Hazard and Storms - Last synced: 21 Jun 2026 - Ranking: 5.7
deepbiosphere
Open-source implementation for plant species distribution mapping using citizen science, remote sensing, and deep convolutional neural networks.
citizen-science convolutional-neural-networks deep-learning remote-sensing species-distribution-modeling
Biosphere - Species Distribution Modeling - Last synced: 21 Jun 2026 - Ranking: 5.7
tree-detection-framework
Provides a standardized interface for performing training, inference, and evaluation using existing tree detection models and algorithms.
Biosphere - Forest Remote Sensing - Last synced: 21 Jun 2026 - Ranking: 5.7
Castor
A spatial, large-scale analytical model for simulating forest harvest and it's potential influence on other forest values (e.g., wildlife habitat).
caribou for forest-analysis forestry
Biosphere - Forest Observation and Management - Last synced: 21 Jun 2026 - Ranking: 5.7
NYISOToolkit
A collection of modules for accessing power system data, generating statistics, and creating visualizations from the New York Independent System Operator.
analysis clcpa clean-energy data datascience datasets decarbonization electricity energy kaggle kaggle-competition kaggle-dataset machine-learning ml newyork nyiso renewable-energy visualization
Energy Systems - Energy Data Accessibility and Integration - Last synced: 21 Jun 2026 - Ranking: 5.7
SLIDE
SLIDE is a C++ code that simulates degradation of lithium ion cell.
battery digital-twin physical-modeling simulation
Energy Storage - Battery - Last synced: 21 Jun 2026 - Ranking: 5.7
NYC Environment and Health Data Portal
Shows how environments affect health in NYC, by publishing data and information that explain the connection.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 21 Jun 2026 - Ranking: 5.7
bioenergy.org
A site dedicated to creating FAIR datasets to share across bioenergy research centers and to the global research community.
Renewable Energy - Bioenergy - Last synced: 21 Jun 2026 - Ranking: 5.7
LDCast
A precipitation nowcasting model based on a latent diffusion model.
Natural Resources - Water Supply and Quality - Last synced: 21 Jun 2026 - Ranking: 5.7
CoastalME
A Free and Open Source software for geospatial modelling to simulate decadal and longer coastal morphological changes.
coastal-dynamics coastal-engineering coastal-modelling simulation
Hydrosphere - Coastal and Reefs - Last synced: 21 Jun 2026 - Ranking: 5.7
HYCOM
A three-dimensional depiction of the ocean state at fine resolution in real time, provision of boundary conditions for coastal and regional models, and provision of oceanic boundary conditions for a global coupled ocean-atmosphere prediction model.
Hydrosphere - Ocean Models - Last synced: 21 Jun 2026 - Ranking: 5.7
s2spy
A high-level Python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting.
Climate Change - Climate Data Processing and Analysis - Last synced: 21 Jun 2026 - Ranking: 5.7
PVForecast
Forecasts to optimize electricity consumption for rooftop PV installations.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 21 Jun 2026 - Ranking: 5.7
