BioCLIP
A foundation model for the tree of life, leveraging the unique properties of biology captured by TreeOfLife-10M, namely the abundance and variety of images of plants, animals, and fungi, together with the availability of rich structured biological knowledge.
clip computer-vision imageomics knowledge-guided-machine-learning taxonomy
Biosphere - Biodiversity Data Access and Management - Last synced: 29 Aug 2026 - Ranking: -Infinity
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: 29 Aug 2026 - Ranking: -Infinity
carbon budget
This model maps gross greenhouse gas emissions from forests between 2001 and 2015, gross carbon removals by forests between 2001, and the difference between them (net flux).
Biosphere - Biomass - Last synced: 28 Aug 2026 - Ranking: -Infinity
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: 29 Aug 2026 - Ranking: -Infinity
geospatial-data-catalogs
A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, and STAC Index.
amazon aws cloud-computing earth-engine geospatial geospatial-data nasa-data opan-data open-access satellite-imagery
Sustainable Development - Curated Lists - Last synced: 29 Aug 2026 - Ranking: -Infinity
ABAP
Code for downloading and working with data from the African Bird Atlas Project.
Biosphere - Avian Monitoring and Analysis - Last synced: 29 Aug 2026 - Ranking: -Infinity
weatherOz
Aims to facilitate access and download weather and climate data for Australia from Australian data sources.
Climate Change - Climate Data Processing and Analysis - Last synced: 29 Aug 2026 - Ranking: -Infinity
OpenClimateGIS
A set of geoprocessing and calculation tools for CF-compliant climate datasets.
climate climate-datasets gdal-python gis grid mpi mpi4py netcdf shapefiles thredds
Climate Change - Climate Data Processing and Analysis - Last synced: 29 Aug 2026 - Ranking: -Infinity
ClimaAtmos.jl
A library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools.
atmosphere atmospheric-modeling climate climate-modeling data-assimilation earth-system-model fluid-dynamics gpu julia machine-learning optimization scientific-computing
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 28 Aug 2026 - Ranking: -Infinity
X-STILT
An atmospheric transport model that deals with vertically integrated column CO2 and potentially other trace gases.
atmospheric-modelling column-transport-error remote-sensing urban-emission
Emissions - Emission Observation and Modeling - Last synced: 29 Aug 2026 - Ranking: -Infinity
Sentinels for Common Agriculture Policy
Aims at providing to the European and national stakeholders validated algorithms, products, workflows and best practices for agriculture monitoring relevant for the management.
Consumption - Agriculture and Nutrition - Last synced: 29 Aug 2026 - Ranking: -Infinity
BEAM
The Framework for Modeling Behavior, Energy, Autonomy, and Mobility in Transportation Systems.
activity-based-travel-model agent-based-modeling energy simulation transportation
Consumption - Mobility and Transportation - Last synced: 28 Aug 2026 - Ranking: -Infinity
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: 29 Aug 2026 - Ranking: -Infinity
AMO-Tools-Desktop
An energy efficiency calculation application for use with industrial equipment such as pumps, furnaces, fans, and motors, as well as for industrial systems such as steam.
energy energy-assessment energy-efficiency factory furnace industrial industrial-technology measur modeling modeling-tool plants pump steam
Consumption - Production and Industry - Last synced: 28 Aug 2026 - Ranking: -Infinity
PISM
The Parallel Ice Sheet Model is an open source, parallel, high-resolution ice sheet model.
c-plus-plus climate geophysics glacier ice-sheet mpi numerical parallel petsc python scientific-computing sea-level sphinx
Cryosphere - Glacier and Ice Sheets - Last synced: 28 Aug 2026 - Ranking: -Infinity
Open Data Access Tools
Aims to improve and automate access to high-value energy datasets across the U.S. Department of Energy's programs, offices, and national laboratories, and help researchers and industry to accelerate analysis and advance innovation.
aws datalake nrel oedi open-energy renewable-energy
Energy Systems - Energy Data Accessibility and Integration - Last synced: 29 Aug 2026 - Ranking: -Infinity
Ocean-Data-Map-Project
A Data Visualization tool that enables users to discover and view 3D ocean model output quickly and easily.
data-visualization gis javascript netcdf ocean-model ocean-navigator oceanography python science
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 28 Aug 2026 - Ranking: -Infinity
Brick
An open-source effort to standardize semantic descriptions of the physical, logical and virtual assets in buildings and the relationships between them.
Consumption - Buildings and Heating - Last synced: 28 Aug 2026 - Ranking: -Infinity
