xarray-sentinel

Easily access and explore the SAR data products of the Copernicus Sentinel-1 satellite mission in Python.

copernicus earth-observation radar remote-sensing sar satellite-imagery sentinel-1 synthetic-aperture-radar xarray

Sustainable Development - Environmental Satellites - Last synced: 18 Jun 2026 - Ranking: 15.5

UNICEF AI4D Relative Wealth Project

Aims to develop open datasets and machine learning models for poverty mapping estimation across nine countries in Southeast Asia.

geospatial-analysis machine-learning social-impact

Sustainable Development - Population and Poverty - Last synced: 18 Jun 2026 - Ranking: 5.8

CRA5

Extreme Compression of ERA5 for Portable Global Climate and Weather Research via an Efficient Variational Transformer.

auto-encoder data-compression era5 numerical-weather-forecasting

Atmosphere - Meteorological Observation and Forecast - Last synced: 18 Jun 2026 - Ranking: 9.1

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: 18 Jun 2026 - Ranking: 7.1

osm2gtfs

Turn OpenStreetMap data and schedule information into GTFS.

gtfs openstreetmap public-transportation python schedule

Consumption - Mobility and Transportation - Last synced: 18 Jun 2026 - Ranking: 7.2

OpenWindSCADA

Repository of openly available wind turbine SCADA datasets with high-level descriptions, reusable data loaders for convenient CSV import, and a platform for documenting insights related to data quality and malfunctions.

open-data renewable-energy scada wind-energy wind-power

Renewable Energy - Wind Energy - Last synced: 18 Jun 2026 - Ranking: 6.1

SSDM

A package to map species richness and endemism based on stacked species distribution models.

Biosphere - Species Distribution Modeling - Last synced: 18 Jun 2026 - Ranking: 12.8

UNFCCC DI API

Data access to the total greenhouse gas emissions by country reported to the United Nations Framework Convention on Climate Change (UNFCCC).

climate-data unfccc

Emissions - Emission Observation and Modeling - Last synced: 18 Jun 2026 - Ranking: 3.4

PyPSA-DE

High resolution, sector-coupled model of the German Energy System.

Energy Systems - Global and Regional Energy System Models - Last synced: 18 Jun 2026 - Ranking: 9.0

UVic-updates-opem

Introduces optimality-based phytoplankton and zooplankton into the UVic-ESCM (version 2.9) with variable C:N:P(:Chl) stoichiometry for phytoplankton, diazotrophs and detritus.

Biosphere - Marine Life and Fishery - Last synced: 18 Jun 2026 - Ranking: 0.7

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: 18 Jun 2026 - Ranking: 3.4

PyDDA

Designed to retrieve wind kinematics in precipitation storm systems from one or more Doppler weather radars using three dimensional data assimilation.

Atmosphere - Meteorological Observation and Forecast - Last synced: 18 Jun 2026 - Ranking: 19.0

eplusr

Provides a rich toolkit of using whole building energy simulation program EnergyPlus directly in R, which enables programmatic navigation, modification of EnergyPlus, conducts parametric simulations and retrieves outputs.

energy-simulation energyplus energyplus-models eplus epw idd idf parametric-simulation r r6 simulation

Consumption - Buildings and Heating - Last synced: 18 Jun 2026 - Ranking: 12.0

PV Free

A public API for PV modeling parameters.

api python solar-energy

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 18 Jun 2026 - Ranking: 4.3

TSX

Provides reliable and robust measures of change in the relative abundance of Australia's threatened and near-threatened species at national, state and regional levels.

Biosphere - Terrestrial Wildlife - Last synced: 18 Jun 2026 - Ranking: 4.1

RAMP-mobility

A novel application of the RAMP main engine for generating bottom-up stochastic electric vehicles load profiles.

charging-profiles charging-strategies demand electric-vehicles-mobility ramp-model

Consumption - Mobility and Transportation - Last synced: 18 Jun 2026 - Ranking: 5.9

PyPSA-China

A open-source model of the Chinese energy system covering electricity and heat that co-optimizes dispatch and investments under user-set constraints, such as limits to environmental impacts, to minimize costs.

energy-system-model optimisation

Energy Systems - Global and Regional Energy System Models - Last synced: 18 Jun 2026 - Ranking: 5.1

RaMa-Scene

RaMa-Scene a web-platform to analyse Environmentally Extended Input-Output data and generate scenarios.

Industrial Ecology - Input Output Model - Last synced: 18 Jun 2026 - Ranking: 3.7

extractOz

Extract the Global Runoff Data Centre agroecological zone, major soil order and weather data from your GPS sampling points.

agriculture agriculture-data agriculture-research agroecology australia r-package soils soils-data weather weather-data

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

CLIMaCCF

Provide an open-source, easy-to-use, and flexible software tool that efficiently calculates spatially and temporally resolved climate impact of aviation emissions by using algorithmic climate change functions.

Climate Change - Climate Data Processing and Analysis - Last synced: 18 Jun 2026 - Ranking: -Infinity