Fields of The World

A comprehensive benchmark dataset designed to enhance the development of machine learning models for instance segmentation of agricultural field boundaries.

Consumption - Agriculture and Nutrition - Last synced: 18 Jun 2026 - Ranking: 14.9

E4ST

A modeling and optimization framework for integrated energy systems.

Energy Systems - Energy System Modeling Frameworks - Last synced: 18 Jun 2026 - Ranking: 7.6

GenoFLU

Bird influenza data pipeline to automate genotyping assignment.

Biosphere - Avian Monitoring and Analysis - Last synced: 18 Jun 2026 - Ranking: 4.9

Air Quality Forecast

This end-to-end machine learning collaboration project is used to predict ozone and nitrogen dioxide levels in Utrecht as a form of timeseries regression.

Natural Resources - Air Quality - Last synced: 18 Jun 2026 - Ranking: 3.2

PING-Mapper

Open-source interface for processing recreation-grade side scan sonar datasets and reproducibly mapping benthic habitat.

aquatic cerulean ecology garmin humminbird lowrance remotesensing sidescan sidescan-sonar sonar

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 18 Jun 2026 - Ranking: 12.8

moveHMM

R package which implements hidden Markov models and associated tools (state decoding, model selection, model checking, etc.) tailored to animal movement modelling.

animal-movement hidden-markov-model hmm movement-ecology r-package

Biosphere - Ecological and Environmental Modeling - Last synced: 18 Jun 2026 - Ranking: 15.9

Digital Earth Africa Notebooks

Using Earth observations to address social, environmental and economic changes on the Africa continent.

earthobservation hacktoberfest jupyter-notebooks opendatacube python remotesensing xarray

Sustainable Development - Data Catalogs and Interfaces - Last synced: 18 Jun 2026 - Ranking: 16.6

Castor

A spatial, large-scale analytical model for simulating forest harvest and it's potential influence on other forest values (e.g., wildlife habitat).

caribou for forest-analysis forestry

Biosphere - Forest Observation and Management - Last synced: 18 Jun 2026 - Ranking: 5.7

droughtR

An R package for non-stationary meteorological drought monitoring.

bias bias-correction forecasting hydrology time-series

Natural Resources - Soil and Land - Last synced: 19 Jun 2026 - Ranking: 2.9

Open Infrastructure Map

A view of the world's energy and water infrastructure mapped in the OpenStreetMap database.

gis imposm3 infrastructure maplibre-gl-js openstreetmap postgis tegola

Energy Systems - Grid Analysis and Planning - Last synced: 18 Jun 2026 - Ranking: 10.5

metR

Several functions and utilities that make R better for handling meteorological data in the tidy data paradigm.

atmospheric-science ggplot2 r r-package rstats visualization

Atmosphere - Meteorological Observation and Forecast - Last synced: 19 Jun 2026 - Ranking: 17.9

py-Open-IMO-CII-Calculator

A Python library for calculating the carbon intensity indicator for ships, in accordance with the International Maritime Organization's carbon regulations.

carbon-emissions carbon-intensity carbon-intensity-indicator cii imo imo-cii international-maritime-organization international-trade marine ship shipping shipping-carbon-intensity-indicator shipping-cii sustainability

Emissions - Carbon Intensity and Accounting - Last synced: 19 Jun 2026 - Ranking: 2.1

3DFin

A free software for automatic computation of tree parameters in terrestrial point clouds.

Biosphere - Forest Remote Sensing - Last synced: 19 Jun 2026 - Ranking: 12.0

rTwig

A method for correcting unrealistic cylinders in quantitative structure models (QSMs) due to technical limitations of current LiDAR sensor technology in forestry measurements.

forestry lidar modeling qsm r r-package rcpp rpackage

Biosphere - Forest Remote Sensing - Last synced: 18 Jun 2026 - Ranking: 8.5

CanAirIO

A citizen science project using mobile and static sensors to measure air quality with cell phones and low-cost technology.

airquality android arduino canairio-firmware covid-19 esp32 firmware platformio

Natural Resources - Air Quality - Last synced: 18 Jun 2026 - Ranking: -Infinity

rcites

An R package to access information from the Speciesplus database, a centralised portal to key information on species of global concern.

api-client cites database endangered-species r r-package rstats trade

Biosphere - Terrestrial Wildlife - Last synced: 18 Jun 2026 - Ranking: 10.9

Coastal Carbon Network Data Library

Accelerating the pace of discovery in coastal wetland carbon science by providing our community with access to data, analysis tools, and synthesis opportunities.

coastal-carbon-network data-synthesis open-source wetland-science

Hydrosphere - Coastal and Reefs - Last synced: 18 Jun 2026 - Ranking: 5.7

National Carbon Credit Registry

As an online database using national and international standards for quantifying and verifying greenhouse gas emissions reductions by programmes.

carbon-emissions climate digital-public-goods sustainable-development-goals

Emissions - Carbon Offsets and Trading - Last synced: 18 Jun 2026 - Ranking: 8.2

SuperflexPy

An open-source framework written in Python for constructing flexible, conceptual, distributed hydrological models.

conceptual-hydrological-models

Hydrosphere - Freshwater and Hydrology - Last synced: 19 Jun 2026 - Ranking: 5.8

PO.DAAC

NASA Earth Observing System Data and Information System data center managed by the Earth Science Data and Information System Project.

Sustainable Development - Curated Lists - Last synced: 18 Jun 2026 - Ranking: 0.0