circularity.ID Open Data Standard

The standard represents the results and findings of an extensive six-year research into the needs of stakeholders in the fashion industry to achieve a circular economy.

Industrial Ecology - Circular Economy and Waste - Last synced: 22 Aug 2026 - Ranking: 5.4

Sensor.Community

Making the world a better place through community driven, open environmental data.

javascript sapper sensor-community svelte

Natural Resources - Air Quality - Last synced: 22 Aug 2026 - Ranking: 7.6

honeybee

A Python library to create, run and visualize the results of daylight (RADIANCE) and energy analysis (EnergyPlus/OpenStudio).

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 22 Aug 2026 - Ranking: -Infinity

NAPS Data Analysis Toolbox

Canada National Air Pollution Surveillance Program data downloader, importer, extractor, analysis, and visualization toolbox.

air-pollution air-quality air-quality-data aqhi aqhi-canada canada cesi data-analysis eccc geoscience heatmap naps pollution

Natural Resources - Air Quality - Last synced: 22 Aug 2026 - Ranking: 4.2

detectreeRGB

Tree crown delineation from RGB imagery, coupled with methods to delineate tree crowns from LiDAR data.

Biosphere - Forest Remote Sensing - Last synced: 22 Aug 2026 - Ranking: 3.7

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

LESbrary.jl

Generating a library of ocean turbulence large eddy simulation data to train ocean and climate models.

Hydrosphere - Waves and Currents - Last synced: 22 Aug 2026 - Ranking: -Infinity

Twin4Build

Dynamic simulation of buildings with differentiable data-driven models and integration with semantic models for developing Digital Twins for buildings.

building-energy-model building-simulation data-driven digital-twin ontology

Energy Systems - Building Energy Monitoring - Last synced: 22 Aug 2026 - Ranking: 8.5

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

WEC-Sim

Wave Energy Converter Simulator is an open source code for simulating wave energy converters.

hydrodynamics marine-renewable-energy matlab scr-1647 simulink snl-applications wave-energy wec-sim

Renewable Energy - Hydro Energy - Last synced: 22 Aug 2026 - Ranking: -Infinity

TIMES-Ireland Model

Information on the Irish energy system as it is today and the best available projections for what the future technology and fuel options and demands will be.

energy-planning energy-system-model gams ireland scenario-analysis times-model

Energy Systems - Global and Regional Energy System Models - Last synced: 22 Aug 2026 - Ranking: 4.9

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

Calliope

A framework to develop energy system models, with a focus on flexibility, high spatial and temporal resolution, the ability to execute many runs based on the same base model, and a clear separation of framework and model.

energy energy-system optimisation pyomo python

Energy Systems - Energy System Modeling Frameworks - Last synced: 22 Aug 2026 - Ranking: 21.8

BedMachine

Matlab tools for loading, interpolating, and displaying BedMachine ice sheet topography.

antarctica bedmachine geology glaciers glaciology greenland ice-shelves matlab

Cryosphere - Glacier and Ice Sheets - Last synced: 22 Aug 2026 - Ranking: 3.4

Balmorel

A bottom-up partial equilibrium energy system model that has traditionally been applied to investigate decarbonisation pathways of sector-coupled energy systems, infrastructure, renewable fuel production and more.

energy-system-model gams optimisation-model

Energy Systems - Energy System Modeling Frameworks - Last synced: 22 Aug 2026 - Ranking: 6.7

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: 22 Aug 2026 - Ranking: 9.9

Scores

A Python package of mathematical functions for the verification, evaluation and optimisation of forecasts, predictions or models, primarily supporting the meteorological, climatological and geoscientific communities.

climate contingency-table dask forecast-evaluation forecast-verification forecasting model-validation oceanography pandas python verification weather xarray

Climate Change - Earth and Climate Modeling - Last synced: 22 Aug 2026 - Ranking: 18.4

RAT

Uses satellite remote sensing data to monitor water surface area and water level changes in artificial reservoirs.

Natural Resources - Water Supply and Quality - Last synced: 22 Aug 2026 - Ranking: 10.3

BOPTEST-Gym

The OpenAI-Gym interface of the BOPTEST framework facilitates the assessment and benchmarking of RL algorithms for building energy management.

Consumption - Buildings and Heating - Last synced: 22 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: 22 Aug 2026 - Ranking: 17.2