Open Models

This page lists energy models published under open source licenses.

Sustainable Development - Curated Lists - Last synced: 23 Jun 2026 - Ranking: 0.0

Machine-Learning-for-Solar-Energy-Prediction

Predict the power production of a solar panel farm from weather measurements using machine learning.

data-processing machine-learning matlab neural-network python tensorflow

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 24 Jun 2026 - Ranking: 6.4

Africa Soil and Agronomy Data Cube

Accessing and using soil and agronomy data for Africa.

Sustainable Development - Education - Last synced: 24 Jun 2026 - Ranking: 2.4

restarters.net

A suite of software for the repair community.

Industrial Ecology - Circular Economy and Waste - Last synced: 24 Jun 2026 - Ranking: 6.8

kewr

Meant to make accessing data from one of Royal Botanic Gardenn Kew easier and to provide a consistent interface their public APIs.

package r

Biosphere - Plants and Vegetation - Last synced: 24 Jun 2026 - Ranking: 3.3

Symbiota

A library of webtools to aid biologists in establishing specimen based virtual floras and faunas.

biodiversity content-management-system natural-history-collections

Biosphere - Biodiversity Data Access and Management - Last synced: 24 Jun 2026 - Ranking: 8.8

liionpack

A battery pack simulation tool that uses the PyBaMM framework.

Energy Storage - Battery - Last synced: 23 Jun 2026 - Ranking: 13.7

CLOVER

A minigrid simulation and optimisation for supporting rural electrification in developing countries.

Energy Systems - Grid Management and Microgrid - Last synced: 23 Jun 2026 - Ranking: 11.0

Growing Urban Bicycle Networks

Source code for the paper Growing Urban Bicycle Networks, exploring algorithmically the limitations of urban bicycle network growth.

bicycle-network cycling gis network-analysis openstreetmap osmnx transportation-network urban-data-science urban-planning

Consumption - Mobility and Transportation - Last synced: 24 Jun 2026 - Ranking: 6.1

plantFEM

A plant simulator based on Finite Element Method, which targets crops in fields. This software provides multi-physical simulations of agriculture for canopies, plants, and organs for farmers, breeders, and agronomists.

agriculture fem finite-element-methods

Consumption - Agriculture and Nutrition - Last synced: 23 Jun 2026 - Ranking: -Infinity

Whombat

Web-based audio annotation tool designed to streamline audio data labeling and annotation, with a particular focus on supporting machine learning model development in bioacoustics.

annotation audio audio-annotation bioacoustics machine-learning

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 24 Jun 2026 - Ranking: 12.3

Industrial Smoke Plume Detection

Characterization of Industrial Smoke Plumes from Remote Sensing Data.

deep-learning earth-observation greenhouse-gas-emissions machine-learning pollution-prediction remote-sensing

Emissions - Emission Observation and Modeling - Last synced: 24 Jun 2026 - Ranking: 4.9

SwolfPy

A free, multi-platform, Python-based, open-source, SWM LCA optimization framework with built-in parametric and Monte Carlo sensitivity and uncertainty analysis capabilities.

brightway2 life-cycle-assessment monte-carlo-simulation municipal-solid-waste optimization pyside2 python solid-waste-management swolfpy uncertainty-assessment

Industrial Ecology - Circular Economy and Waste - Last synced: 24 Jun 2026 - Ranking: 9.4

PyPSA-Wal

A Sector-Coupled Open Optimisation Model of the Belgian Energy System with Emphasis on the Wallonia Region.

Energy Systems - Global and Regional Energy System Models - Last synced: 24 Jun 2026 - Ranking: 7.4

CMEPS

The Community Mediator for Earth Prediction Systems (CMEPS) is a NUOPC-compliant Mediator component used for coupling Earth system model component.

Climate Change - Earth and Climate Modeling - Last synced: 23 Jun 2026 - Ranking: -Infinity

StreamCat

Provides summaries of natural and anthropogenic landscape features for ~2.65 million streams, and their associated catchments, within the conterminous USA.

dataset hydrology nhdplus ord research watersheds

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 24 Jun 2026 - Ranking: 7.0

Trefle

A botanical JSON REST API for plants species, allowing you to search and query over all the registered species, and build the next gardening apps and farming robots.

api-rest biodiversity database farming-robots gardening-apps hacktoberfest plants plants-species trefle trefle-api

Consumption - Agriculture and Nutrition - Last synced: 23 Jun 2026 - Ranking: 8.0

ccpp-physics

The Common Community Physics Package is designed to facilitate the implementation of physics innovations in state-of-the-art atmospheric models, the use of various models to develop physics, and the acceleration of transition of physics innovations to operational NOAA models.

Hydrosphere - Ocean Models - Last synced: 23 Jun 2026 - Ranking: -Infinity

The Low Impact Website

Reduces data transfer by up to 70% in comparison to our regular website.

climate co2 nuxtjs shopify sustainability

Consumption - Computation and Communication - Last synced: 24 Jun 2026 - Ranking: 6.6

CoMPAS

Formed to develop open source software components related to IEC 61850 model implementation (profile management) and configuration of a power industry Protection Automation and Control System.

Energy Systems - Energy System Modeling Frameworks - Last synced: 23 Jun 2026 - Ranking: 6.1