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: 18 Aug 2026 - Ranking: -Infinity

DynACof

Process-based model computes plot-scale Net Primary Productivity, carbon allocation, growth, yield, energy, and water balance of coffee plantations according to management.

Consumption - Agriculture and Nutrition - Last synced: 18 Aug 2026 - Ranking: -Infinity

DeepBedMap

Using a deep neural network to better resolve the bed topography of Antarctica.

antarctica bedmap binder chainer data-science deep-neural-network digital-elevation-model flat-file-db generative-adversarial-network glaciology jupyter-notebook optuna pangeo remote-sensing super-resolution

Cryosphere - Glacier and Ice Sheets - Last synced: 18 Aug 2026 - Ranking: -Infinity

LWFBrook90R

Simulates daily transpiration, interception, soil and snow evaporation, streamflow and soil water fluxes through a soil profile covered with vegetation.

evapotranspiration modeling r-package waterbalance waterflux

Natural Resources - Soil and Land - Last synced: 18 Aug 2026 - Ranking: 14.8

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: 18 Aug 2026 - Ranking: 9.2

PV Free

A public API for PV modeling parameters.

api python solar-energy

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 18 Aug 2026 - Ranking: 4.3

Terrestrial Carbon: modelling and monitoring

The role of vegetation in the carbon cycle and the wider climate system.

Sustainable Development - Education - Last synced: 18 Aug 2026 - Ranking: 4.0

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: 18 Aug 2026 - Ranking: 6.8

AMET

A suite of software designed to facilitate the analysis and evaluation of predictions from meteorological and air quality models.

ord research

Natural Resources - Air Quality - Last synced: 18 Aug 2026 - Ranking: 6.2

APCEMM

Aims to assess the chemical and microphysical perturbations introduced by a conventional aircraft, equipped with gas turbine engines.

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 18 Aug 2026 - Ranking: 6.4

ForesToolboxRS

Remote Sensing Tools for Forest Monitoring.

change-detection deforestation machine-learning remote-sensing

Biosphere - Forest Remote Sensing - Last synced: 18 Aug 2026 - Ranking: -Infinity

xarray-sentinel

Easily access and explore the SAR data products of the Copernicus Sentinel-1 satellite mission in Python.

copernicus earth-observation radar remote-sensing sar satellite-imagery sentinel-1 synthetic-aperture-radar xarray

Sustainable Development - Environmental Satellites - Last synced: 18 Aug 2026 - Ranking: 16.3

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: 18 Aug 2026 - Ranking: 9.7

FluxEngine

An open source atmosphere ocean gas flux data processing toolbox.

Hydrosphere - Ocean Carbon and Temperature - Last synced: 18 Aug 2026 - Ranking: 11.1

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: 18 Aug 2026 - Ranking: 6.5

pyH2A

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

hydrogen techno-economic-analysis

Renewable Energy - Hydro Energy - Last synced: 18 Aug 2026 - Ranking: 7.3

nasa-wildfires

Download wildfire hotspots detected by NASA satellites and the Fire Information for Resource Management System (FIRMS).

data-journalism firms geojson geospatial journalism nasa news python remote-sensing satellite-imagery satellites wildfires

Biosphere - Wildfire - Last synced: 18 Aug 2026 - Ranking: 8.9

rsoi

An R package to download the most up to date climate indices.

cran oceanic-nino oceanography r

Climate Change - Climate Data Access and Visualization - Last synced: 18 Aug 2026 - Ranking: 15.4

lidarwind

Retrieve wind speed and direction profiles from Doppler lidar observations from the WindCube-200s.

Renewable Energy - Wind Energy - Last synced: 18 Aug 2026 - Ranking: 7.0

MELODIES MONET

A modular framework that integrates existing and future diverse atmospheric chemistry observational datasets with chemistry model results for the evaluation of air quality and atmospheric composition.

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 18 Aug 2026 - Ranking: 8.3