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: 08 May 2025 - Ranking: 5.8
WikiRate
Facilitates research and analysis on complex topics in collaboration with partners, to make ESG data open, comparable and useful for all.
Sustainable Development - Sustainable Investment - Last synced: 08 May 2025 - Ranking: 5.8
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: 08 May 2025 - Ranking: 5.8
SCOPE
Simulation model for radiative transfer, photosynthesis and energy fluxes in vegetation and soil.
Natural Resources - Soil and Land - Last synced: 08 May 2025 - Ranking: 5.8
Technology-Carbon-Standard
Aims to provide a unified standard for understanding, quantifying, and reducing carbon emissions from an organisation's technology landscape.
Emissions - Carbon Intensity and Accounting - Last synced: 08 May 2025 - Ranking: 5.8
Icebergs
Model large tabular icebergs submerged in the ocean known as Kinematic Iceberg Dynamics.
Cryosphere - Sea Ice - Last synced: 08 May 2025 - Ranking: 5.8
openairmaps
Combine the robust analytical methods found in openair with the highly capable leaflet package.
Natural Resources - Air Quality - Last synced: 08 May 2025 - 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: 08 May 2025 - Ranking: 5.8
Polaris
Provides infrastructure, test cases and analysis tasks related to the ocean, land-ice and sea-ice components of the Exascale Energy Earth System Model.
Cryosphere - Sea Ice - Last synced: 08 May 2025 - Ranking: 5.8
Enhydris
A system for the storage and management of hydrological and meteorological time series.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 09 May 2025 - Ranking: 5.8
BOPTEST-Gym
The OpenAI-Gym interface of the BOPTEST framework facilitates the assessment and benchmarking of RL algorithms for building energy management.
Consumption - Buildings and Heating - Last synced: 08 May 2025 - Ranking: 5.8
awebox
Modelling and optimal control of single- and multiple-kite systems for airborne wind energy.
Renewable Energy - Wind Energy - Last synced: 08 May 2025 - 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: 08 May 2025 - 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: 08 May 2025 - Ranking: 5.8
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: 08 May 2025 - Ranking: 5.8
VirtualFCS
A Modelica library for hybrid hydrogen fuel cell and battery power systems.
Energy Storage - Hydrogen - Last synced: 08 May 2025 - Ranking: 5.8
Awesome Electric Grid Mapping
A curated list of resources in the field of electric grid mapping to improve global open data coverage, harmonization and quality for a sustainable energy transition.
awesome electrical-grid gridmap openstreetmap powergrid renewable-energy
Sustainable Development - Curated Lists - Last synced: 09 May 2025 - Ranking: 5.8
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: 08 May 2025 - Ranking: 5.8
Global Flood Database Scripts & Data
Used to produce the Global Flood Database and assess changes in population exposed to floods.
Climate Change - Natural Hazard and Storm - Last synced: 08 May 2025 - Ranking: 5.8
ecoCore
A standard vocabulary for the ecological community, a need expressed repeatedly over the past few years at workshops focused on ecological, environmental, and population-based semantics.
Sustainable Development - Taxonomy and Ontology - Last synced: 08 May 2025 - Ranking: 5.8
BioTrove
A Large Curated Image Dataset Enabling AI for Biodiversity.
animals clip image-classification multimodal rare-species species taxonomy zero-shot-classification
Biosphere - Biodiversity Data Access and Management - Last synced: 09 May 2025 - Ranking: 5.8
FABIO
Forestry and Agriculture Biomass Input-Output Tables.
agriculture faostat food mrio-tables piot
Industrial Ecology - Input Output Model - Last synced: 08 May 2025 - Ranking: 5.8
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: 08 May 2025 - Ranking: 5.8
eu_cbm_hat
Enables the assessment of forest CO2 emissions and removals under scenarios of forest management, natural disturbances and forest-related land use changes.
Emissions - Carbon Offsets and Trading - Last synced: 08 May 2025 - Ranking: 5.8
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: 08 May 2025 - Ranking: 5.8
Sea-level monitor
Tools and applications used to monitor sea-level rise.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 08 May 2025 - Ranking: 5.8
AMIRIS
An agent-based simulation of electricity markets and their actors enabling researchers to analyse and evaluate energy policy instruments and their impact on the actors.
agent-based-modeling electricity market modelling energy transition
Energy Systems - Energy Policy - Last synced: 08 May 2025 - Ranking: 5.8
EPyGrAM
Enhanced Python for Graphics and Analysis of Meteorological fields.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 08 May 2025 - Ranking: 5.7
srdb
Global soil respiration database.
carbon-cycle data global-database science soil soil-respiration
Natural Resources - Soil and Land - Last synced: 08 May 2025 - Ranking: 5.7
CliFlo
Easily download and visualise climate data from New Zealand's National Climate Database.
climate-data climate-stations kml national-climate-database r r-package rstats weather windrose zealand
Climate Change - Climate Data Access and Visualization - Last synced: 08 May 2025 - Ranking: 5.7
OpenPV
A website to simulate shading and annual PV yield based on 3D building data in the browser.
balkonkraftwerk chakra-ui renewable-energy renewables solar solar-energy threejs webgl
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 08 May 2025 - Ranking: 5.7
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: 08 May 2025 - Ranking: 5.7
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: 08 May 2025 - Ranking: 5.7
OPENSENSE software sandbox
Collection of runable examples with software packages for processing opportunistic rainfall sensors.
Atmosphere - Meteorological Observation and Forecast - Last synced: 08 May 2025 - Ranking: 5.7
CLIVAR ENSO Metrics
CLIVAR ENSO Metrics package proposes metric collections addressing science questions about the evaluation of El Niño-Southern Oscillation in climate models.
Climate Change - Climate Data Processing and Analysis - Last synced: 08 May 2025 - Ranking: 5.7
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: 08 May 2025 - Ranking: 5.7
S4A
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning.
crop-classification deep-learning segmentation sentinel-2
Consumption - Agriculture and Nutrition - Last synced: 08 May 2025 - Ranking: 5.7
AirfoilPreppy
A Python module for pre-processing and evaluating aerodynamic airfoil data, primarily for wind turbine applications.
Renewable Energy - Wind Energy - Last synced: 08 May 2025 - Ranking: 5.7
kartevonmorgen
We make all sustainable companies and change initiatives visible on the map of tomorrow.
ant-design kartevonmorgen map nextjs react typescript
Sustainable Development - Knowledge Platforms - Last synced: 09 May 2025 - Ranking: 5.7
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: 08 May 2025 - Ranking: 5.7
PyPSA-GB
An open dataset and power dispatch model of the GB transmission network using country-specific data over historical years and for future energy scenarios.
Energy Systems - Global and Regional Energy System Models - Last synced: 08 May 2025 - 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: 09 May 2025 - Ranking: 5.7
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: 08 May 2025 - Ranking: 5.7
Awesome Green AI
A curated list of awesome Green AI resources and tools to reduce the environmental impacts of using and deploying AI.
ai awesome-list climate deep-learning green-ai green-software machine-learning sustainability sustainable-ai
Sustainable Development - Curated Lists - Last synced: 09 May 2025 - Ranking: 5.7
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: 08 May 2025 - Ranking: 5.7
ClearWater Modules
A collection of water quality and vegetation process simulation modules designed to couple with water transport models.
Natural Resources - Water Supply and Quality - Last synced: 08 May 2025 - Ranking: 5.7
portalcasting
Provides a model development, deployment, and evaluation system for forecasting how ecological systems change through time, with a focus on a widely used long-term study of mammal population and community dynamics.
ecology forecasting portal r r-package r-stats reproducible-research shiny workflow
Biosphere - Ecological and Environmental Modeling - Last synced: 08 May 2025 - Ranking: 5.7
World Glaciers Explorer
An interactive web application with which you can learn and teach about the world's glaciers.
Sustainable Development - Education - Last synced: 08 May 2025 - Ranking: 5.7
TREC
Allows users to efficiently assess the climate risk for transit stations within the context of the access it provides to vital services and regions.
climate-change data-science transit-data
Climate Change - Natural Hazard and Storm - Last synced: 08 May 2025 - Ranking: 5.7
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 emissions-inventory
Emissions - Emission Observation and Modeling - Last synced: 09 May 2025 - Ranking: 5.7
PyForecast
A statistical modeling tool used by Reclamation water managers and reservoir operators to train and build predictive models for seasonal inflows and streamflows.
forecasting hydrology machine-learning python statistical-models
Natural Resources - Water Supply and Quality - Last synced: 08 May 2025 - Ranking: 5.7
AquaSat
A data set to enable remote sensing of water quality for inland waters.
Natural Resources - Water Supply and Quality - Last synced: 08 May 2025 - Ranking: 5.7
A Global Inventory of Commercial-, Industrial-, and Utility-Scale Photovoltaic Solar Generating Units
Used to produce a global inventory of utility-scale solar photovoltaic generating station.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 08 May 2025 - Ranking: 5.6
2020_ICESat-2_Hackweek_Tutorials
Combined repository for the final tutorial material presented at the 2020 ICESat-2 Cryosphere Hackweek.
Sustainable Development - Education - Last synced: 08 May 2025 - Ranking: 5.6
marine_debris_ML
Marine debris detection with commercial satellite imagery and deep learning.
Industrial Ecology - Circular Economy and Waste - Last synced: 08 May 2025 - Ranking: 5.6
HeatpumpMonitor.org
An open source initiative to share and compare heat pump performance data.
Consumption - Buildings and Heating - Last synced: 09 May 2025 - Ranking: 5.6
OpenWindSCADA
Repository of openly available wind turbine SCADA datasets with high-level descriptions, reusable data loaders for convenient CSV import, and a platform for documenting insights related to data quality and malfunctions.
open-data renewable-energy scada wind-energy wind-power
Renewable Energy - Wind Energy - Last synced: 08 May 2025 - Ranking: 5.6
Dragonfly for Grasshopper
Legacy dragonfly plugin for large-scale climate and urban heat island modeling.
Climate Change - Earth and Climate Modeling - Last synced: 08 May 2025 - Ranking: 5.6
pacea
An R package of Pacific ecosystem information to help facilitate an ecosystem approach to fisheries management.
Biosphere - Marine Life and Fishery - Last synced: 08 May 2025 - Ranking: 5.6
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: 08 May 2025 - Ranking: 5.6
HYR-SENSE
Hyperspectral and Thermal Remote Sensing for Environmental Justice" program. Participants will gain hands-on experience with hyperspectral and thermal imaging remote sensing technology and its applications for environmental justice issues.
environmental-justice esil hyperspectral imaging-spectroscopy nasa python remote-sensing satellite spectroscopy thermal training
Sustainable Development - Education - Last synced: 08 May 2025 - Ranking: 5.6
StatisticalClearSky
Statistical estimation of a clear sky signal from PV system power data.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 08 May 2025 - Ranking: 5.6
StorageVET
A valuation model for analysis of energy storage technologies and some other energy resources paired with storage.
Energy Systems - Energy System Modeling Frameworks - Last synced: 08 May 2025 - Ranking: 5.6
FwDET
Calculates floodwater depths using a digital elevation model and a flood extent polygon.
Climate Change - Natural Hazard and Storm - Last synced: 08 May 2025 - Ranking: 5.6
Coastal Dynamics Open Codebook
Discusses the interrelation between physical wave, flow, and sediment transport phenomena and the resulting morphodynamics of a wide variety of coastal systems.
Sustainable Development - Education - Last synced: 08 May 2025 - Ranking: 5.6
uslci-content
Supplementary content for the U.S. Life Cycle Inventory Database.
Industrial Ecology - Life Cycle Assessment - Last synced: 08 May 2025 - Ranking: 5.6
SLIDE
SLIDE is a C++ code that simulates degradation of lithium ion cell.
battery digital-twin physical-modeling simulation
Energy Storage - Battery - Last synced: 08 May 2025 - Ranking: 5.6
MICM Chemistry
A unique chemistry module that can be implemented in any atmosphere model used at NCAR.
atmospheric-chemistry atmospheric-modeling atmospheric-science cuda gpu gpu-acceleration hpc ode-solver
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 08 May 2025 - Ranking: 5.6
Camunda Carbon Reductor
Allows you to time shift your processes' carbon emissions when energy is clean while still fulfilling the requested service level agreement.
bpmn camunda camunda-platform-8 connector green-it sustainability
Consumption - Computation and Communication - Last synced: 08 May 2025 - Ranking: 5.6
AgroMo
An Integrated Assessment and Modelling software that integrates a crop, biogeochemical and a agro-economical model.
agriculture big-data biogeochemical-model climate-change crop-model crop-modeling decision-support grid-simulation gridded-data
Consumption - Agriculture and Nutrition - Last synced: 08 May 2025 - Ranking: 5.6
soils-revealed
Platform for direct visualization, analysis and reporting of soil organic carbon predictions and changes over time.
climate-change food-security soils soils-revealed water-quality
Natural Resources - Soil and Land - Last synced: 08 May 2025 - Ranking: 5.6
carculator
Prospective environmental and economic life cycle assessment of vehicles made blazing fast.
Industrial Ecology - Life Cycle Assessment - Last synced: 08 May 2025 - Ranking: 5.6
nmecr
Builds upon the energy efficiency community's past efforts to model complex and nuanced building energy use profiles.
Consumption - Buildings and Heating - Last synced: 08 May 2025 - Ranking: 5.6
XCast
A free and open source climate forecasting toolkit written by Kyle Hall & Nachiketa Acharya, designed to help forecasters and earth scientists apply state-of-the-art postprocessing techniques to gridded data sets.
artificial-intelligence big-data climate-data climate-forecasting climate-science machine-learning multimodel-ensemble parallel-computing predictive-analytics python xarray
Climate Change - Climate Data Processing and Analysis - Last synced: 08 May 2025 - Ranking: 5.6
CRITERIA1D
Agro-hydrological model that simulates one-dimensional water flow in variable saturation soils, crop development, root water extraction and irrigation water needs.
agro-meteorological criteria criteria-1d crop crop-development environmental-modelling irrigation irrigation-forecast irrigation-water-needs soil soil-moisture soil-water-balance water water-balance water-management water-simulation
Consumption - Agriculture and Nutrition - Last synced: 08 May 2025 - Ranking: 5.6
Green Goods
Measures, tracks, and rewards the impact on gardens with a simple progressive web app.
attestations biodiversity biodiversity-monitoring community conservation environment ethereum foundry greenpill impact ipfs public-goods pwa regenerative smart-contracts solidity tailwindcss typescript vite web3
Biosphere - Biodiversity Citizen Science - Last synced: 09 May 2025 - Ranking: 5.6
ccviR
A rapid assessment tool designed to allow a relative grouping of unrelated taxa by vulnerability to climate change and to highlight which factors contribute to the climate change vulnerability of individual species or groups of taxa.
Climate Change - Climate Data Processing and Analysis - Last synced: 09 May 2025 - Ranking: 5.6
knfi
An R package was developed to efficiently manage and analyze large-scale National Forest Inventory (NFI) data in South Korea, streamlining the process of monitoring forest ecosystem changes using extensive nationwide survey data.
Biosphere - Forest Observation and Management - Last synced: 09 May 2025 - Ranking: 5.6
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: 09 May 2025 - Ranking: 5.6
LDCast
A precipitation nowcasting model based on a latent diffusion model.
Natural Resources - Water Supply and Quality - Last synced: 08 May 2025 - Ranking: 5.6
LandsatTS
An R package to facilitate retrieval, cleaning, cross-calibration, and phenological modeling of Landsat time-series data.
Sustainable Development - Environmental Satellites - Last synced: 08 May 2025 - Ranking: 5.6
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: 08 May 2025 - Ranking: 5.6
REMix
The main focus is on the broad techno-economical assessment of possible future
Energy Systems - Energy System Modeling Frameworks - Last synced: 08 May 2025 - Ranking: 5.6
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: 08 May 2025 - Ranking: 5.6
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: 08 May 2025 - Ranking: 5.6
Lekan
Provide a software that assists the user doing hydrological and hydraulic studies for flood mapping and forecasting, hydraulic structure design, or other tasks linked to natural surface flow.
flooding hydraulic-modeling hydrology
Hydrosphere - Freshwater and Hydrology - Last synced: 08 May 2025 - Ranking: 5.6
IUCNN
Environmental data and existing IUCN Red List assessments to predict the conservation status of "Not Evaluated" species, for any taxon or geographic region of interest.
conservation conservation-prioritization deep-learning machine-learning tensorflow
Biosphere - Biodiversity Data Access and Management - Last synced: 08 May 2025 - Ranking: 5.6
pipr
Allows R users to compute poverty and inequality indicators for more than 160 countries and regions from the World Bank's database of household surveys.
global-poverty poverty r worldbank
Sustainable Development - Population and Poverty - Last synced: 09 May 2025 - Ranking: 5.6
biotrade
Analyses international trade of bio-based products with a focus on the agriculture and forestry sectors.
Consumption - Agriculture and Nutrition - Last synced: 08 May 2025 - Ranking: 5.6
WhaleMap
The goal of this software is to rapidly and effectively collect and share whale survey information within and between research, government, industry, and public sectors.
Biosphere - Marine Life and Fishery - Last synced: 08 May 2025 - Ranking: 5.6
disaggregator
A set of tools for processing of spatial and temporal disaggregations of demands of electricity, heat and natural gas.
Energy Systems - Load and Demand Forecasting - Last synced: 08 May 2025 - Ranking: 5.6
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: 08 May 2025 - Ranking: 5.5
ECHO
Contains Jupyter notebooks for processing the EPA's Environmenal Compliance History Online (ECHO) data from multiple EPA program in emissions, violations, inspections, and enforcement for the Clean Air Act, Clean Water Act, and Resouce Conservation and Recovery Act.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 08 May 2025 - Ranking: 5.5
odp_sdk
Download queried ocean data easily and efficiently into data frames, for easy exploring and further processing in your data science project.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 08 May 2025 - Ranking: 5.5
Terraware Web
The web app provides seed inventory management capabilities - with two main areas of focus: the seed processing workflow and monitoring of a seed bank's physical infrastructure.
Biosphere - Deforestation and Reforestation - Last synced: 08 May 2025 - Ranking: 5.5
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: 08 May 2025 - Ranking: 5.5
open-ev-data
Open Dataset of Electric Vehicle specs.
Consumption - Mobility and Transportation - Last synced: 08 May 2025 - Ranking: 5.5
universal-battery-database
The Universal Battery Database is an open source software for managing Lithium-ion cell data.
deep-learning lithium-ion lithium-ion-cells ml tensorflow universal-battery-database
Energy Storage - Battery - Last synced: 08 May 2025 - Ranking: 5.5
