Climate & Disaster Risk Screening Tools

A collection of scripted tools developed to inform risk analytics for the World Bank's Country Climate and Development Report risk screening activities.

climate disaster hazard risk

Climate Change - Natural Hazard and Storms - Last synced: 21 Aug 2026 - Ranking: 5.2

soils-revealed

Platform for direct visualization, analysis and reporting of soil organic carbon predictions and changes over time.

climate-change food-security soils soils-revealed water-quality

Natural Resources - Soil and Land - Last synced: 21 Aug 2026 - Ranking: 5.7

pangeo

A community platform for Big Data geoscience.

hacktoberfest

Climate Change - Earth and Climate Modeling - Last synced: 21 Aug 2026 - Ranking: 11.1

inmap

A multi-scale emissions-to-health impact model for fine particulate matter (PM2.5) that mechanistically evaluates air quality and health benefits of perturbations to baseline emissions.

Natural Resources - Air Quality - Last synced: 21 Aug 2026 - Ranking: 8.6

SAM

An open-source software designed to help engineers create analytical models of energy-efficient buildings.

core sam

Consumption - Buildings and Heating - Last synced: 21 Aug 2026 - Ranking: 6.3

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: 21 Aug 2026 - Ranking: -Infinity

Web Sustainability Guidelines

The draft specification for our Web Sustainability Guidelines and any supplementary documentation, including our introduction to Web Sustainability.

guidelines sustainability

Consumption - Computation and Communication - Last synced: 22 Aug 2026 - Ranking: 7.4

Climate Data Operators

A collection of command line Operators to manipulate and analyse Climate and NWP model Data.

Climate Change - Climate Data Processing and Analysis - Last synced: 21 Aug 2026 - Ranking: 1.1

cbers4asat

Python library to search and process images from the CBERS-04A and AMAZONIA-1 satellites, which provide remote sensing data for the observation and monitoring of deforestation, particularly in the Amazon region, and diversified agriculture throughout the national territory, with a high repetition rate, in order to act in synergy with existing environmental programmes.

amazonia-1 amazonia1 cbers cbers-04a cbers-4a cbers4a geoprocessamento geoprocessing gis inpe python remote-sensing sensoriamento-remoto

Sustainable Development - Environmental Satellites - Last synced: 21 Aug 2026 - Ranking: 10.5

The Global Registry of Fossil Fuels

Open Source database of oil, gas and coal production and reserves globally, expressed in CO2-equivalent.

Emissions - Emission Observation and Modeling - Last synced: 21 Aug 2026 - Ranking: 3.8

How to work with meteorological ECMWF data

A good starting point how you can work with European Centre for Medium-Range Weather Forecasts (ECMWF) services and data through Python using Jupyter notebooks.

ecmwf ecmwf-api magics notebook python visualisation

Sustainable Development - Education - Last synced: 21 Aug 2026 - Ranking: 8.0

tempestextremes

Extreme weather detection and characterization.

Climate Change - Climate Data Processing and Analysis - Last synced: 21 Aug 2026 - Ranking: 8.8

ClimateLearn

A Python library for accessing state-of-the-art climate data and machine learning models in a standardized, straightforward way.

climate-change climate-science deep-learning machine-learning

Climate Change - Climate Data Access and Visualization - Last synced: 21 Aug 2026 - Ranking: 13.0

ASSUME

An open-source toolbox for agent-based simulations of European electricity markets, with a primary focus on the German market setup.

Energy Systems - Energy Markets - Last synced: 21 Aug 2026 - Ranking: 13.4

Methane Source Finder

Explore, analyze, and download methane plumes detected from airborne platforms on an interactive map alongside VISTA infrastructure, gridded methane estimates, and other additional data layers.

Emissions - Emission Observation and Modeling - Last synced: 21 Aug 2026 - Ranking: 0.0

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: 21 Aug 2026 - Ranking: 0.7

CARDAMOM

A Bayesian inference approach for using terrestrial ecosystem observations to optimize terrestrial carbon cycle model states and processes parameters.

Emissions - Emission Observation and Modeling - Last synced: 21 Aug 2026 - Ranking: 6.7

DRIP-SLIP

Detecting Realtime Increased Precipitation / Sudden Landslide Identification Product.

Natural Resources - Soil and Land - Last synced: 21 Aug 2026 - Ranking: 5.4

EMIT-Data-Resources

Built to help scientists understand how dust affects climate, the EMIT can also pinpoint emissions of the potent greenhouse gas.

emit lpdaac

Emissions - Emission Observation and Modeling - Last synced: 21 Aug 2026 - Ranking: 7.7

WindNinja

Computes spatially-varying wind fields for wildland fire and other applications requiring high-resolution wind predictions in complex terrain.

Biosphere - Wildfire - Last synced: 21 Aug 2026 - Ranking: -Infinity