OSDG Community Dataset

A public dataset of thousands of text excerpts, validated by OSDG Community Platform citizen scientists with respect to the Sustainable Development Goals.

citizen-science citsci crowdsourcing dataset digital-public-goods machine-learning open-data public-good public-goods sdg sdg-data sdgs sustainability sustainable-development-goals united-nations

Sustainable Development - Sustainable Development Goals - Last synced: 18 Aug 2026 - Ranking: 4.8

wdpar

R Interface to the World Database on Protected Areas.

biodiversity conservation cran data database protected-areas r r-package rstats spatial

Biosphere - Conservation and Restoration - Last synced: 18 Aug 2026 - Ranking: 15.3

SimBench

The objective of the research project SimBench is the development of a benchmark dataset to support research in grid planning and operation.

Energy Systems - Grid Analysis and Planning - Last synced: 18 Aug 2026 - Ranking: 16.1

RISE-V2G

The only fully-featured reference implementation of the Vehicle-2-Grid communication interface ISO 15118.

Consumption - Mobility and Transportation - Last synced: 18 Aug 2026 - Ranking: 8.3

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: 19 Aug 2026 - Ranking: -Infinity

robis

Build and maintain a global alliance that collaborates with scientific communities to facilitate free and open access to, and application of, biodiversity and biogeographic data and information on marine life.

Biosphere - Biodiversity Data Access and Management - Last synced: 19 Aug 2026 - Ranking: 17.8

emissions-api

A solution that provides simple access to emissions data of climate-relevant gases.

air-quality citizen-science copernicus emissions-api esa hacktoberfest python remote-sensing sentinel-5

Emissions - Emission Observation and Modeling - Last synced: 18 Aug 2026 - Ranking: 7.1

Analysis-Ready, Cloud Optimized ERA5

A global history of the climate highly accessible in the cloud.

cloud-optimized ecmwf era5 open-science zarr

Climate Change - Climate Data Access and Visualization - Last synced: 18 Aug 2026 - Ranking: 8.7

PoPS

This is the R package for simulating spread of pests and pathogens.

insect modeling pathogen pathogen-spread pest pests pops simulation

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

NeuralHydrology

Python library to train neural networks with a strong focus on hydrological applications.

Hydrosphere - Freshwater and Hydrology - Last synced: 18 Aug 2026 - Ranking: 16.6

Solar Forecast Arbiter

Core data gathering, validation, processing, and reporting package for the Solar Forecast Arbiter.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 18 Aug 2026 - Ranking: 16.2

Global Renewables Watch

A comprehensive global temporal dataset of commercial solar photovoltaic (PV) farms and onshore wind turbines, derived from high-resolution satellite imagery analyzed quarterly from the fourth quarter of 2017 to the second quarter of 2024.

Energy Systems - Energy Data Accessibility and Integration - Last synced: 19 Aug 2026 - Ranking: 5.8

Open Data Science Europe Metadata Catalog

Building the Open Data Science Europe Portal, a freely-accessible viewer containing gridded layers for Europe at spatial resolutions of 30-m or better.

Sustainable Development - Data Catalogs and Interfaces - Last synced: 18 Aug 2026 - Ranking: 0.0

windfarmGA

Genetic algorithm to optimize the layout of wind farms.

Renewable Energy - Wind Energy - Last synced: 19 Aug 2026 - Ranking: 9.3

letsR

Allow users to build presence-absence matrices, the primary analytical tool in macroecology, from species' geographical distributions and merge them with species' traits, conservation information and spatial environmental layers.

Biosphere - Biodiversity Analysis and Metrics - Last synced: 19 Aug 2026 - Ranking: 6.1

FIRECAM

An online app for end-users to diagnose and explore regional differences in fire emissions from five global fire emissions inventories.

emissions fire-emissions fire-inventory fires gfedv4s-emissions google-earth-engine modis

Emissions - Emission Observation and Modeling - Last synced: 18 Aug 2026 - Ranking: 3.0

Practical guide to Climate Econometrics

Better understand the impacts of climate change, disaster risk and responses, resource management, human behavior, and sustainable development.

climate-econometrics jupyter-book python weather

Sustainable Development - Education - Last synced: 19 Aug 2026 - Ranking: 6.4

restoptr

Aims to identify priority areas for restoration efforts using optimization algorithms.

Biosphere - Conservation and Restoration - Last synced: 19 Aug 2026 - Ranking: 9.7

Metocean-stats

A tool for comprehensive statistics and visualization of metocean data like wind, waves, ocean currents, tide levels, air and water temperature, sea ice, and more.

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 18 Aug 2026 - Ranking: 12.5

CoPro

A machine-learning tool for conflict risk projections based on climate, environmental, and societal drivers.

climate conflict environment projection risk security

Climate Change - Climate Data Processing and Analysis - Last synced: 19 Aug 2026 - Ranking: 6.9