MOOC Machine Learning in Weather & Climate
Explore the application of Machine Learning across the main stages of numerical weather and climate prediction.
Sustainable Development - Education - Last synced: 29 Aug 2026 - Ranking: 8.1
SimFire
An open-source wildfire simulator written in Python and meant to be used to train reinforcement learning agents.
python reinforcement-learning reinforcement-learning-environments simulation simulator wildfire
Biosphere - Wildfire - Last synced: 29 Aug 2026 - Ranking: 11.1
Climate Data Store Toolbox for MATLAB
This toolbox allows you to easily access data and download hundreds of data sets associated with climate change for analysis in MATLAB.
climate climate-data data-analysis data-science matlab matlab-toolbox
Climate Change - Climate Data Access and Visualization - Last synced: 29 Aug 2026 - Ranking: 4.7
EGRET
An R package for the analysis of long-term changes in water quality and streamflow, including the water-quality method Weighted Regressions on Time, Discharge, and Season.
r r-package rstats usgs water-quality water-quality-data
Natural Resources - Water Supply and Quality - Last synced: 29 Aug 2026 - Ranking: -Infinity
Hyperspectral Soilmoisture Dataset
Hyperspectral benchmark dataset on soil moisture.
benchmark dataset field-campaigns hyperspectral soil-moisture
Natural Resources - Soil and Land - Last synced: 29 Aug 2026 - Ranking: -Infinity
Low Carbon Fuel Standard
An online application for fuel suppliers to manage their compliance obligations under the Low Carbon Fuels Act.
compliance dds low-carbon-systems
Renewable Energy - Bioenergy - Last synced: 28 Aug 2026 - Ranking: -Infinity
pvanalytics
Quality control, filtering, feature labeling, and other tools for working with data from photovoltaic energy systems.
photovoltaic python renewable-energy renewables solar-energy
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 29 Aug 2026 - Ranking: 18.3
GCIS
As a centralized catalog of all materials and data used for Global Change Information System products and climate assessments.
climate-science government-data mojolicious perl provenance rose-db semantic-web
Sustainable Development - Data Catalogs and Interfaces - Last synced: 29 Aug 2026 - Ranking: 5.9
Open Energy Platform
Aims to ensure quality, transparency and reproducibility in energy system research. It is a collection of various tools and information and that help working with energy-related data.
database django energy oep open-data open-energy-family rest-api
Energy Systems - Energy System Modeling Frameworks - Last synced: 28 Aug 2026 - Ranking: -Infinity
Project Eucalyptus
Open-source pipelines for satellite-based methane detection that includes trained segmentation models, a synthetic plume generator, and benchmarking tools for Sentinel-2, Landsat 8/9, and EMIT.
Emissions - Carbon Intensity and Accounting - Last synced: 29 Aug 2026 - Ranking: 5.2
Veros
Powerful tool that makes high-performance ocean modeling approachable and fun.
climate distributed geophysics gpu jax multi-core oceanography parallel python
Hydrosphere - Ocean Models - Last synced: 29 Aug 2026 - Ranking: 14.6
FireHistory
The goal of FireHistory is to provide tools to help extract useful fire metrics from the Department of Biodiversity, Conservation and Attractions Fire History dataset data Western Australia link.
Biosphere - Wildfire - Last synced: 29 Aug 2026 - Ranking: 1.9
Iris
A powerful, format-agnostic, community-driven Python package for analyzing and visualizing Earth science data.
data-analysis earth-science grib iris meteorology netcdf oceanography python spaceweather visualisation
Climate Change - Climate Data Processing and Analysis - Last synced: 28 Aug 2026 - Ranking: 21.8
NEON
The National Ecological Observatory Network provides open data to understand changing ecosystems.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 29 Aug 2026 - Ranking: 17.9
gridwxcomp
A package for comparing weather station data to gridded weather data that are hosted on Google Earth Engine.
bias-correction climate data gridded spatial-analysis weather
Atmosphere - Meteorological Observation and Forecast - Last synced: 29 Aug 2026 - Ranking: 9.3
OpenLitterMap
An open, interactive and accessible database of the world's litter and plastic pollution.
Industrial Ecology - Circular Economy and Waste - Last synced: 29 Aug 2026 - Ranking: 8.6
MESSAGEix-GLOBIOM
Integrated assessment modelling for long-term climate and energy transition scenarios.
Climate Change - Integrated Assessment and Climate Policy - Last synced: 29 Aug 2026 - Ranking: 13.8
srdb
Global soil respiration database.
carbon-cycle data global-database science soil soil-respiration
Natural Resources - Soil and Land - Last synced: 29 Aug 2026 - Ranking: 5.9
FSM2
The Flexible Snow Model is a multi-physics energy balance model of snow accumulation and melt, extending the Factorial Snow Model (Essery, 2015) with additional physics, driving and output options.
Cryosphere - Snow and Permafrost - Last synced: 29 Aug 2026 - Ranking: -Infinity
