Awesome Sentinel

A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites.

awesome-list hacktoberfest open-data research satellite-imagery science space

Sustainable Development - Curated Lists - Last synced: 28 May 2026 - Ranking: 9.5

Brick

An open-source effort to standardize semantic descriptions of the physical, logical and virtual assets in buildings and the relationships between them.

Consumption - Buildings and Heating - Last synced: 28 May 2026 - Ranking: -Infinity

ACCESS-NRI Intake Catalog

Aims to provide a way for Python users to discover and load data across a broad range of climate data products available on the Australian NCI supercomputer Gadi.

evaluation med-team

Climate Change - Climate Data Access and Visualization - Last synced: 27 May 2026 - Ranking: 13.4

ADVECT

A whole-ocean marine debris transport model which is built to handle millions of particles and terabytes of data.

Industrial Ecology - Circular Economy and Waste - Last synced: 27 May 2026 - Ranking: 4.2

OpenAirClim

A model for simplified evaluation of the approximate chemistry-climate impact of air traffic emissions.

Emissions - Emission Observation and Modeling - Last synced: 27 May 2026 - Ranking: 5.4

CloudMicrophysics.jl

Provides a library of cloud microphysics and aerosol parameterizations for the CliMA Earth System Model.

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 27 May 2026 - Ranking: 8.1

RFishBC

Helps fisheries scientists collect measurements from calcified structures and back-calculate estimated lengths at previous ages.

fish fisheries fisheries-management fisheries-stock-assessment population-dynamics r stock-assessment

Biosphere - Marine Life and Fishery - Last synced: 27 May 2026 - Ranking: 9.2

IPART

A Python package for automated Atmospheric River (AR) detection, axis finding and AR tracking from gridded Integrated Vapor Transport data.

Atmosphere - Atmospheric Dispersion and Transport - Last synced: 27 May 2026 - Ranking: 9.4

dnora

A software for dynamical downscaling of wave products i.e., NORA3 wave hindcast and WW3 wave forecast from Norwegian Meteorological Institute and ERA5 from ECMWF.

Hydrosphere - Waves and Currents - Last synced: 28 May 2026 - Ranking: 11.9

OpenLandMap

Data, services and web-apps providing access and interactive visualizations of the TB of high resolution data produced by the OpenGeoHub Foundation and contributing organizations.

Natural Resources - Soil and Land - Last synced: 27 May 2026 - Ranking: -Infinity

GrIML

Investigating Greenland's ice-marginal lakes under a changing climate.

cryosphere esa glacial-lakes glofs ice-marginal-lakes remote-sensing satellite-imagery

Cryosphere - Glacier and Ice Sheets - Last synced: 27 May 2026 - Ranking: 7.2

PRTR

A project for handling the European Pollutant Release and Transfer Register (E-PRTR) data and publishing it as a national web service.

emissions pollutants

Emissions - Carbon Offsets and Trading - Last synced: 27 May 2026 - Ranking: 1.6

Global Environmental Database

Providing long-term monitoring data, data analysis results, output of models.

Sustainable Development - Data Catalogs and Interfaces - Last synced: 27 May 2026 - Ranking: 0.0

wradlib

Designed to assist you in the most important steps of processing weather radar data.

hacktoberfest hdfs netcdf4 python radar rainbow sigmet weather wradlib xarray

Atmosphere - Meteorological Observation and Forecast - Last synced: 27 May 2026 - Ranking: 19.6

deep-smoke-machine

Deep learning models and dataset for recognizing industrial smoke emissions.

air-quality citizen-science computer-vision deep-learning machine-learning neural-network python pytorch smoke smoke-recognition

Emissions - Emission Observation and Modeling - Last synced: 28 May 2026 - Ranking: 5.6

Perch

A bioacoustics research project that produces a bird species classifier, trained on over 10k species.

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 27 May 2026 - Ranking: 9.4

IOOS Compliance Checker

A python based tool for data providers to check for completeness and community standard compliance of local or remote netCDF files against CF and ACDD file standards.

Climate Change - Climate Data Standards - Last synced: 27 May 2026 - Ranking: 22.9

ESMValTool

A community diagnostic and performance metrics tool for routine evaluation of Earth system models in World Climate Research Programme.

Climate Change - Earth and Climate Modeling - Last synced: 28 May 2026 - Ranking: 17.5

ClimateSERV

This web application allows development practitioners, scientists/researchers, and government decision-makers to visualize and download historical rainfall data, vegetation condition data, and 180-day forecasts of rainfall and temperature to improve understanding of, and make improved decisions for, issues related to agriculture and water availability.

chirps climate climateserv emodis esi imerg ndvi servir servirglobal

Climate Change - Climate Data Access and Visualization - Last synced: 28 May 2026 - Ranking: -Infinity

CoachCO2

Aims to raise user awareness about their carbon footprint, notably based on their transport data.

Consumption - Mobility and Transportation - Last synced: 28 May 2026 - Ranking: 5.3