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 Jun 2026 - Ranking: -Infinity

UN/CEFACT CRM

Critical raw materials traceability & transparency project.

Industrial Ecology - Life Cycle Assessment - Last synced: 18 Jun 2026 - Ranking: 4.8

PVForecast

Forecasts to optimize electricity consumption for rooftop PV installations.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 18 Jun 2026 - Ranking: 5.7

CopernicusMarine

Subset and download marine data from the EU Copernicus Marine Service Information to import data on the physical and biogeochemical state of the oceans without the need for external software.

data spatial

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 18 Jun 2026 - Ranking: 11.9

pyH2A

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

hydrogen techno-economic-analysis

Renewable Energy - Hydro Energy - Last synced: 18 Jun 2026 - Ranking: 8.1

weathercan

This package makes it easier to search for and download multiple months/years of historical weather data from the Environment and Climate Change Canada (ECCC) website.

environment-canada peer-reviewed r r-package rstats weather-data weather-downloader

Atmosphere - Meteorological Observation and Forecast - Last synced: 18 Jun 2026 - Ranking: -Infinity

BatteryLife

A Comprehensive Dataset and Benchmark for Battery Life Prediction.

Energy Storage - Battery - Last synced: 18 Jun 2026 - Ranking: 7.6

Mantaray

A Rust Package for Ray Tracing Ocean Surface Gravity Waves.

oceanography ray-tracing waves

Hydrosphere - Waves and Currents - Last synced: 18 Jun 2026 - Ranking: 14.0

PostWRF

Visualization and postprocessing of the WRF and ERA5 data.

atmospheric-science data-visualization era5 ncl postprocessing rttov visualization weather wrf

Atmosphere - Meteorological Observation and Forecast - Last synced: 18 Jun 2026 - Ranking: 4.4

Digital Earth Australia Coastlines

Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale.

coastal-change coastal-dynamics coastlines dea digitalearthaustralia earth-observation erosion geospatial gis jupyter-notebook opendatacube python remote-sensing satellite-imagery

Hydrosphere - Coastal and Reefs - Last synced: 18 Jun 2026 - Ranking: -Infinity

OceanAdapt

Provide information about the impacts of changing climate and other factors on the distribution of marine life to the National Climate Assessment, fisheries communities, policymakers, and to others.

Biosphere - Marine Life and Fishery - Last synced: 18 Jun 2026 - Ranking: 6.5

LEAF

Simulator for modeling energy consumption in cloud, fog, and edge computing environments.

edge-computing energy-consumption fog-computing modeling simulation

Consumption - Computation and Communication - Last synced: 18 Jun 2026 - Ranking: 10.6

AquaFetch

A Python package designed for the automated downloading, parsing, cleaning, and harmonization of freely available water resource datasets related to rainfall-runoff processes, surface water quality, and wastewater treatment.

big-data database hydrology wastewater-treatment water water-quality

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 18 Jun 2026 - Ranking: 10.1

Mocca

Provides a Julia based framework for the simulating pressure / temperature swing adsorption processes for CO2 capture.

Emissions - Carbon Capture - Last synced: 18 Jun 2026 - Ranking: 6.5

CyclOSM

A CartoCSS map style designed with cycling in mind.

cartocss cycling map openstreetmap osm tiles

Consumption - Mobility and Transportation - Last synced: 18 Jun 2026 - Ranking: -Infinity

birdnetR

Is geared towards providing a robust workflow for ecological data analysis in bioacoustic projects.

bioacoustics birds sound

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 18 Jun 2026 - Ranking: 10.9

icesTAF

Functions to support the International Council for the Exploration of the Sea Transparent Assessment Framework.

Biosphere - Marine Life and Fishery - Last synced: 18 Jun 2026 - Ranking: 10.6

tempestextremes

Extreme weather detection and characterization.

Climate Change - Climate Data Processing and Analysis - Last synced: 18 Jun 2026 - Ranking: 8.7

pyNuMAD

An object-oriented, open-source software written in Python which facilitates the creation and analysis of three-dimensional models of wind turbine blades.

scr-2927 snl-science-libs

Renewable Energy - Wind Energy - Last synced: 18 Jun 2026 - Ranking: 8.3

Landsat ML Cookbook

Covers the essential materials for working with Landsat data in the context of machine learning workflows.

Sustainable Development - Education - Last synced: 18 Jun 2026 - Ranking: 4.4