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: 26 Aug 2026 - Ranking: -Infinity

aioelectricitymaps

Asynchronous Python client for Electricity Maps.

asyncio electricity-maps-api python python-client python-library python3

Emissions - Carbon Intensity and Accounting - Last synced: 27 Aug 2026 - Ranking: 16.1

NorESM

Norwegian Earth System Model and Documentation.

cesm climate noresm norwegian

Climate Change - Earth and Climate Modeling - Last synced: 27 Aug 2026 - Ranking: 8.4

Climakitae

Enable a transition from climate vulnerability assessments to decision support for investor-owned utilities and other stakeholders.

Climate Change - Climate Data Processing and Analysis - Last synced: 27 Aug 2026 - Ranking: 13.2

Pastas

An open-source Python framework for the analysis of groundwater time series.

analysis groundwater hydrology pastas python timeseries

Hydrosphere - Freshwater and Hydrology - Last synced: 27 Aug 2026 - Ranking: 20.7

photosynthesis

An R package with modeling tools for C3 photosynthesis, as well as analytical tools for curve-fitting plant ecophysiology responses.

Biosphere - Plants and Vegetation - Last synced: 26 Aug 2026 - Ranking: 15.3

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: 27 Aug 2026 - Ranking: -Infinity

venco.py

A data processing tool offering demand and flexibility profiles for future electric vehicle fleets in an aggregated manner.

Consumption - Mobility and Transportation - Last synced: 27 Aug 2026 - Ranking: 6.9

rsofun

R framework for site-scale simulations of ecosystem processes.

dgvm growth modeling p-model simulation vegetation-dynamics

Biosphere - Plants and Vegetation - Last synced: 27 Aug 2026 - Ranking: 12.4

L-Py

L-systems were conceived as a mathematical framework for modeling growth of plants.

3d lsystem lsystem-plant-generator openalea python

Biosphere - Plants and Vegetation - Last synced: 27 Aug 2026 - Ranking: 7.9

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: 27 Aug 2026 - Ranking: 9.6

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: 27 Aug 2026 - Ranking: -Infinity

FluxEngine

An open source atmosphere ocean gas flux data processing toolbox.

Hydrosphere - Ocean Carbon and Temperature - Last synced: 26 Aug 2026 - Ranking: 11.1

jao-py

Python client for the various endpoints offered by the Joint Allocation Office, Europe's single leading trading platform for cross-border transmission capacity.

Energy Systems - Energy Data Accessibility and Integration - Last synced: 27 Aug 2026 - Ranking: 12.9

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: 27 Aug 2026 - Ranking: -Infinity

deep-snow

An open-source package that provides models and workflows to estimate snow depth from Sentinel-1, Sentinel-2, SNODAS, terrain, and forest-cover inputs.

Cryosphere - Snow and Permafrost - Last synced: 26 Aug 2026 - Ranking: 6.5

BeeBDC

Bee Biodiversity Data Cleaning.

Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 27 Aug 2026 - Ranking: 9.0

WWCP_Core

The World Wide Charging Protocol Suite is a collection of protocols in order to connect market actors in the field of e-mobility solutions via scalable and secure Internet protocols.

charging chargingstation e-mobility ev-roaming wwcp

Consumption - Mobility and Transportation - Last synced: 26 Aug 2026 - Ranking: 2.4

SOmap

The goal of this package is to make publication quality round Southern Ocean maps in polar projections with little effort.

Cryosphere - Sea Ice - Last synced: 26 Aug 2026 - Ranking: 4.9

pyH2A

An extensible Python framework for the analysis of hydrogen production cost.

hydrogen techno-economic-analysis

Renewable Energy - Hydro Energy - Last synced: 27 Aug 2026 - Ranking: 7.3