GSTI

A project focused on the development of generalized spectra-trait models for the prediction of leaf photosynthetic capacity. This includes models focused on the prediction of Vcmax, Jmax and dark respiration as well as leaf nitrogen, leaf mass per area, leaf water content.

gasexchange jmax leaf leaf-functional-traits physiology plsr plsr-model plsr-modeling rdark respiration spectra spectra-trait spectral vcmax

Biosphere - Plants and Vegetation - Last synced: 14 Aug 2026 - Ranking: -Infinity

cultionet

A library for semantic segmentation of cultivated land using a neural network.

agriculture cropland crops deep-learning fields land-cover pytorch pytorch-lightning remote-sensing satellite

Natural Resources - Soil and Land - Last synced: 14 Aug 2026 - Ranking: 5.0

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: 14 Aug 2026 - Ranking: 11.2

Helios

Generate and manipulate plant and other geometric objects, which can feed into biophysical model plug-ins such as radiation transfer, photosynthesis, and evapotranspiration.

Biosphere - Plants and Vegetation - Last synced: 14 Aug 2026 - Ranking: 6.7

ECTO

Modular environmental exposures ontology.

environment exposure health monarchinitiative obo obofoundry ontology owl

Sustainable Development - Taxonomy and Ontology - Last synced: 14 Aug 2026 - Ranking: 7.0

PyPSA-FES

A model that optimises investment and operation, and incorporates flexibility domestic demand flexibility to model scenarios for Great Britain's future energy system.

demand-flexibility energy energy-model energy-system-model energy-transition great-britain modelling open-source optimization power-systems pypsa python sector-coupling snakemake-workflow

Energy Systems - Global and Regional Energy System Models - Last synced: 14 Aug 2026 - Ranking: 7.8

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: 14 Aug 2026 - Ranking: -Infinity

Photovoltaics Education Website

A detailed deep dive to get started with photovolatic technology.

Sustainable Development - Education - Last synced: 14 Aug 2026 - Ranking: 0.0

UKgrid

An R data package with the UK National Grid historical demand for electricity between April 2005 and October 2019.

Energy Systems - Energy Data Accessibility and Integration - Last synced: 14 Aug 2026 - Ranking: 9.3

GMSEUS

A comprehensive ground-mounted solar energy dataset with sub-array design metadata in the United States.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 14 Aug 2026 - Ranking: 4.3

ETSource

Contains the data used by Quintel energy transition modelling applications, allowing you to explore possible future energy systems for your country, region or municipality.

Energy Systems - Energy System Modeling Frameworks - Last synced: 14 Aug 2026 - Ranking: -Infinity

spatialEco

R package for spatial analysis and modelling of ecological systems.

biodiversity conservation cran ecology r r-package r-spatial raster spatial vector

Biosphere - Ecological and Environmental Modeling - Last synced: 14 Aug 2026 - Ranking: 17.5

rfishbase

An R interface to the fishbase.org database.

fish fishbase r r-package rstats taxonomy

Biosphere - Marine Life and Fishery - Last synced: 14 Aug 2026 - Ranking: 19.4

geohabnet

Enable users to visualise a habitat connectivity risk index for agriculture using their own parameter values.

agriculture crop geographical-information-system geography network-analysis networks r surveillance

Biosphere - Conservation and Restoration - Last synced: 14 Aug 2026 - Ranking: 10.1

PyProBE

A Python package designed to simplify and accelerate the process of analysing data from battery cyclers.

Energy Storage - Battery - Last synced: 14 Aug 2026 - Ranking: 14.6

Earthdata Cloud Cookbook

This Cookbook is learning-oriented to support scientific researchers using NASA Earthdata from Distributed Active Archive Centers as they migrate their workflows to the cloud.

Sustainable Development - Education - Last synced: 14 Aug 2026 - Ranking: 9.2

Awesome Remote Sensing Change Detection

List of datasets, codes, and contests related to remote sensing change detection.

awesome change-detection dataset deep-learning remote-sensing

Sustainable Development - Curated Lists - Last synced: 14 Aug 2026 - Ranking: 10.2

Sand Mining Watch

A custom sand-mine detection tool by fine-tuning foundation models for earth observation, which leverage self supervised learning.

Natural Resources - Soil and Land - Last synced: 14 Aug 2026 - Ranking: 3.6

Wildbook

Blends structured wildlife research with artificial intelligence, citizen science, and computer vision to speed population analysis and develop new insights to help fight extinction.

cloud conservation docker java nonprofit opensearch postgresql reactjs tomcat

Biosphere - Terrestrial Wildlife - Last synced: 14 Aug 2026 - Ranking: -Infinity

LCAx

The goal for LCAx is to make an open, machine and human-readable data format for exchanging LCA results, EPD's and assemblies.

Industrial Ecology - Life Cycle Assessment - Last synced: 14 Aug 2026 - Ranking: 17.9