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Educational materials, research foundations, and knowledge hub for global risk assessment
A comprehensive overview of how ResilienceMap AI integrates disaster risk assessment, climate vulnerability, and resilience metrics to provide actionable intelligence for informed decision-making in global risk management and strategic planning.
Everything you need to understand and use ResilienceMap AI
Learn the basics of ResilienceMap AI and get up and running in minutes.
Understand how we calculate deterministic risk scores and hazard metrics.
Integrate ResilienceMap data into your own systems and applications.
Explore the authoritative sources powering our risk intelligence.
Authoritative sources and indices powering ResilienceMap AI intelligence
Global rankings of disaster-risk countries compiled by Ruhr University Bochum.
Vulnerability metrics for humanitarian crises and disaster response.
Climate vulnerability and adaptive capacity scores from Notre Dame.
Earthquake, tsunami, volcanic, cyclone, flood, drought, and wildfire assessments.
Global Peace Index, Fragile States Index, and active armed conflict data.
Sea level rise, drought scarcity, and environmental degradation trends.
Curated global watchlist of 22 active events and 5 structural climate layers — typhoons, earthquakes, heatwaves, epidemics, conflict, and famine risk — sourced from WMO, WHO, OCHA, PHIVOLCS, USGS, and IPC (revision 2026-07-06).
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All datasets in ResilienceMap AI are sourced from verified government agencies, scientific institutions, and internationally recognized indices. No independent risk scores are generated.
For real-time risk assessment, always reference the ResilienceMap risk engine outputs and official government advisories.