Awesome-forests
A curated list of ground-truth forest datasets for the machine learning and forestry community.
biodiversity carbon climate-change datasets deep-learning ecosystems forestry machine-learning
Sustainable Development - Curated Lists - Last synced: 23 Aug 2026 - Ranking: 8.2
Battery Data Toolkit
Converts battery testing data from native formats to a standardized HDF5 file.
Energy Storage - Battery - Last synced: 23 Aug 2026 - Ranking: 10.4
YETI
A bottom-up traffic emission calculation tool developed at the Institute for Advanced Sustainability Studies in Potsdam and built in Python.
Natural Resources - Air Quality - Last synced: 23 Aug 2026 - Ranking: -Infinity
ecoinvent_interface
This is an unofficial and unsupported Python library to get ecoinvent data, a life cycle inventory database for fuels, energy, chemicals and plastics, batteries, building and construction, waste, agriculture, forestry and wood, pulp and paper, metals, and transport.
Industrial Ecology - Life Cycle Assessment - Last synced: 23 Aug 2026 - Ranking: 15.4
sentinelhub-py
Download and process satellite imagery in Python using Sentinel Hub services.
aws ogc-services python-library satellite-imagery sentinel-hub
Sustainable Development - Environmental Satellites - Last synced: 23 Aug 2026 - Ranking: 22.3
galpynostatic
A Python/C++ package with physics-based models to predict optimal conditions for fast-charging lithium-ion batteries.
battery data-driven fast-charging heuristic-algorithm metrics physics-based predictions regression-models
Energy Storage - Battery - Last synced: 23 Aug 2026 - Ranking: 7.4
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: 23 Aug 2026 - Ranking: 4.3
AVEX
An API for model loading and inference, and a Python-based system for training and evaluating bioacoustics representation learning models.
audio bioacoustics representation-learning
Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 23 Aug 2026 - Ranking: 12.4
pv-system-profiler
Estimating PV array location and orientation from real-world power datasets.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 23 Aug 2026 - Ranking: 8.1
PowerModels.jl
Designed to enable computational evaluation of emerging power network formulations and algorithms in a common platform.
network optimal-power-flow optimization power-network
Energy Systems - Grid Analysis and Planning - Last synced: 23 Aug 2026 - Ranking: 18.5
Intensity duration frequency analysis
Reads the measurement data of the rainfall and calculates the distribution of the rainfall as a function of the return period and the duration for duration steps up to 12 hours.
analysis design-rainfall duration duration-steps dwa dwa-a-531 dwd heavy-rain idf intensity-duration-frequency kostra measurement-data precipitation python rainfall return-period
Climate Change - Natural Hazard and Storms - Last synced: 23 Aug 2026 - Ranking: 9.9
SEPAL
Empowering people around the world to gain a better understanding of land cover dynamics in forest management by facilitating the efficient access and use of Earth observation data.
Biosphere - Forest Observation and Management - Last synced: 23 Aug 2026 - Ranking: -Infinity
CoordinateCleaner
Automated flagging of common spatial and temporal errors in biological and palaeontological collection data, for the use in conservation, ecology and palaeontology.
Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 23 Aug 2026 - Ranking: 15.0
ECHO-AIR
A repository of scripts used for converting emissions to concentrations and health impacts using the InMAP Source-Receptor Matrix.
Natural Resources - Air Quality - Last synced: 23 Aug 2026 - Ranking: 4.6
SWATprepR
Developed to re-use water and nutrients in small agricultural catchments across different soil-climatic regions in Europe.
Hydrosphere - Freshwater and Hydrology - Last synced: 23 Aug 2026 - Ranking: -Infinity
HydroMT
An open-source Python package that facilitates the process of building and analyzing spatial geoscientific models with a focus on water system model.
geoscience hydrodynamics hydrology modeling
Hydrosphere - Freshwater and Hydrology - Last synced: 23 Aug 2026 - Ranking: 17.2
eo-tides
Provides powerful parallelized tools for integrating satellite Earth observation data with tide modelling.
coastal coastal-modelling earth-observation ocean-modelling oceanography remote-sensing satellite-data tide-modelling tides tidesandcurrents
Hydrosphere - Waves and Currents - Last synced: 24 Aug 2026 - Ranking: 14.1
bifacial_radiance
Toolkit for working with RADIANCE for the ray-trace modeling of Bifacial Photovoltaics.
bifacial gui photovoltaics radiance renewable-energy renewables
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 23 Aug 2026 - Ranking: 17.4
LPJmL
Designed to simulate the global terrestrial carbon cycle and the response of carbon and vegetation patterns under climate change.
Climate Change - Integrated Assessment and Climate Policy - Last synced: 23 Aug 2026 - Ranking: -Infinity
TrenchR
Facilitates microclimate modeling to translate weather station data into the environmental conditions experienced by organisms and biophysical modeling to predict organismal body temperatures given the environmental conditions.
Biosphere - Ecological and Environmental Modeling - Last synced: 23 Aug 2026 - Ranking: 11.0
