The Global Infrastructure Risk Model and Resilience Index (GIRI) is a public, probabilistic model estimating infrastructure risk from major geological and climate hazards and resilience across sectors. It provides metrics like Average Annual Loss to inform national infrastructure risk assessment and resilience planning.

UN Biodiversity Lab’s Earth map is a free, online spatial data tool that lets users view and interact with over 400 global biodiversity, climate change and sustainable development map layers for analysis and planning. It supports visualising, downloading and combining datasets to inform conservation and policy decisions.

EM-DAT is a global database of over 27 000 major natural and technological disasters since 1900, recording their occurrence and human and economic impacts. Maintained by the Centre for Research on the Epidemiology of Disasters (CRED), it supports evidence-based disaster risk reduction, preparedness and vulnerability assessment.

The CDC-Portal is an interactive web interface from the Deutscher Wetterdienst’s Climate Data Center that provides searchable access to climate data sets, enabling graphical and tabular previews and downloads of observational and derived climate data for research and analysis.

This MapX project is part of an open-source web platform for managing, analysing and visualising geospatial data. It enables interactive mapping of spatial datasets and statistics within themed projects, supporting environmental, resource and risk assessments through layered maps and related tools.

Orbae is an open-data platform by AdAstra Sustainability that quantifies greenhouse gas emissions from agricultural land-use change. It provides high-resolution, spatially explicit data to assess land conversion impacts across crops, regions and supply chains, supporting climate risk analysis, reporting and sustainable finance decision-making.

OS-Climate Transition Analysis is an open-source scenario-modelling tool that simulates economic, energy and climate system interactions. It supports assessment of transition risks, technology pathways and investment trade-offs under alternative decarbonisation scenarios for financial and strategic analysis.

An interactive data explorer for the Shared Socioeconomic Pathways (SSPs) used in IPCC climate modelling, allowing comparison of socioeconomic and emissions trajectories under different future scenarios. It presents scenario data on population, economy, energy and related variables to analyse possible climate outcomes.

The Global Energy and Climate Model is an integrated analytical tool developed by the International Energy Agency to assess long-term global energy systems. It supports scenario analysis of energy demand, supply, investment and emissions under different policy and technology pathways.

The NGFS Scenarios Portal is a publicly available database developed by the Network for Greening the Financial System, providing harmonised climate and macroeconomic scenarios. It supports central banks and supervisors in assessing short- and long-term climate-related financial risks through consistent, transparent scenario analysis.

CarbonBombs.org is an open-source global database mapping large fossil fuel extraction projects (“carbon bombs”), new oil, gas and coal developments and LNG terminals, with estimated future CO₂ emissions and links to companies and banks involved. Data is consolidated from multiple research sources and regularly updated.

Electricity Maps is a global electricity data platform offering historical, real-time and forecasted information on generation mix, carbon intensity, prices and flows via interactive maps and an API. It supports integration into applications for sustainability insights, carbon accounting and energy analysis across regions worldwide.

GlobalCarbonAtlas.org is an online platform for exploring, visualising and downloading up-to-date global and regional carbon flux and emissions data from human activities and natural processes, supporting analysis of CO₂, methane and nitrous oxide trends across countries and sectors.

The IQAir × UNEP air quality tool aggregates real-time PM2.5 data from thousands of monitors worldwide to show current air pollution exposure and estimates by age group, relative to WHO guidelines. It supports global air quality assessment through an interactive map and hourly updated exposure statistics.

UNEP’s Ozone Secretariat portal supports implementation of the Montreal Protocol by providing access to data, reports, legal texts and compliance resources on ozone-depleting substances (ODS). It aids national authorities and stakeholders in tracking ODS phase-out and supporting global efforts to protect and restore the ozone layer.

UNEP Strata is a free, web-based geospatial platform that maps where climate, environmental and security stresses overlap with socio-economic vulnerabilities to support analysis, planning and monitoring by practitioners, analysts and policymakers.