Energy Efficiency in Programming Languages

Provides a benchmarking tool to measure energy efficiency across various programming languages using Docker.

Consumption - Computation and Communication - Last synced: 20 Aug 2026 - Ranking: -Infinity

pymt

A Python toolkit for running and coupling Earth surface models.

bmi csdms pymt python

Climate Change - Earth and Climate Modeling - Last synced: 20 Aug 2026 - Ranking: 19.2

OpenGHG Inversions

A Python package that is being developed as part of the OpenGHG project with the aim of merging the data-processing and simulation modelling capabilities of OpenGHG with the atmospheric Bayesian inverse models developed by the Atmospheric Chemistry Research Group at the University of Bristol.

Emissions - Emission Observation and Modeling - Last synced: 20 Aug 2026 - Ranking: 10.9

Py-ART

A data model driven interactive toolkit for working with weather radar data.

data-visualization pyart python radar-processing weather-radars

Atmosphere - Meteorological Observation and Forecast - Last synced: 20 Aug 2026 - Ranking: 25.4

inmap

A multi-scale emissions-to-health impact model for fine particulate matter (PM2.5) that mechanistically evaluates air quality and health benefits of perturbations to baseline emissions.

Natural Resources - Air Quality - Last synced: 20 Aug 2026 - Ranking: 8.6

extractOz

Extract the Global Runoff Data Centre agroecological zone, major soil order and weather data from your GPS sampling points.

agriculture agriculture-data agriculture-research agroecology australia r-package soils soils-data weather weather-data

Consumption - Agriculture and Nutrition - Last synced: 20 Aug 2026 - Ranking: -Infinity

Agridat

An extensive collection of datasets from agricultural experiments.

data rstats

Consumption - Agriculture and Nutrition - Last synced: 20 Aug 2026 - Ranking: 16.5

PyFLEXTRKR

A Flexible Feature Tracking Python Software for Convective Cloud Analysis.

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 20 Aug 2026 - Ranking: 7.6

PyPSA-China

A open-source model of the Chinese energy system covering electricity and heat that co-optimizes dispatch and investments under user-set constraints, such as limits to environmental impacts, to minimize costs.

energy-system-model optimisation

Energy Systems - Global and Regional Energy System Models - Last synced: 20 Aug 2026 - Ranking: 5.4

cbers4asat

Python library to search and process images from the CBERS-04A and AMAZONIA-1 satellites, which provide remote sensing data for the observation and monitoring of deforestation, particularly in the Amazon region, and diversified agriculture throughout the national territory, with a high repetition rate, in order to act in synergy with existing environmental programmes.

amazonia-1 amazonia1 cbers cbers-04a cbers-4a cbers4a geoprocessamento geoprocessing gis inpe python remote-sensing sensoriamento-remoto

Sustainable Development - Environmental Satellites - Last synced: 20 Aug 2026 - Ranking: 10.5

The Global Registry of Fossil Fuels

Open Source database of oil, gas and coal production and reserves globally, expressed in CO2-equivalent.

Emissions - Emission Observation and Modeling - Last synced: 20 Aug 2026 - Ranking: 3.8

pyhector

A Python interface for the simple global climate carbon-cycle model Hector.

climate-model hector-model python-wrapper

Climate Change - Earth and Climate Modeling - Last synced: 20 Aug 2026 - Ranking: 9.5

How to work with meteorological ECMWF data

A good starting point how you can work with European Centre for Medium-Range Weather Forecasts (ECMWF) services and data through Python using Jupyter notebooks.

ecmwf ecmwf-api magics notebook python visualisation

Sustainable Development - Education - Last synced: 20 Aug 2026 - Ranking: 8.0

ClimateLearn

A Python library for accessing state-of-the-art climate data and machine learning models in a standardized, straightforward way.

climate-change climate-science deep-learning machine-learning

Climate Change - Climate Data Access and Visualization - Last synced: 20 Aug 2026 - Ranking: 13.0

ASSUME

An open-source toolbox for agent-based simulations of European electricity markets, with a primary focus on the German market setup.

Energy Systems - Energy Markets - Last synced: 20 Aug 2026 - Ranking: 13.5

Methane Source Finder

Explore, analyze, and download methane plumes detected from airborne platforms on an interactive map alongside VISTA infrastructure, gridded methane estimates, and other additional data layers.

Emissions - Emission Observation and Modeling - Last synced: 20 Aug 2026 - Ranking: 0.0

CARDAMOM

A Bayesian inference approach for using terrestrial ecosystem observations to optimize terrestrial carbon cycle model states and processes parameters.

Emissions - Emission Observation and Modeling - Last synced: 20 Aug 2026 - Ranking: 6.7

WindNinja

Computes spatially-varying wind fields for wildland fire and other applications requiring high-resolution wind predictions in complex terrain.

Biosphere - Wildfire - Last synced: 20 Aug 2026 - Ranking: -Infinity

EMIT-Data-Resources

Built to help scientists understand how dust affects climate, the EMIT can also pinpoint emissions of the potent greenhouse gas.

emit lpdaac

Emissions - Emission Observation and Modeling - Last synced: 20 Aug 2026 - Ranking: 7.7

r4wrds

Water Resources Data Science R course website.

Sustainable Development - Education - Last synced: 20 Aug 2026 - Ranking: 5.3