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Risk to Resilience Metrics

Translating probabilistic risk analytics into financial signals. Explore global hazard exposure, country-level risk profiles, and nature-based resilience opportunities — powered by authoritative geospatial data.
Governments Banks & Insurance Credit Rating Agencies Investors Researchers

Risk Assessment Framework

The platform is structured around four pillars of disaster risk, connecting hazard science to actionable financial metrics.

Hazard

What natural hazards threaten a location? Floods, cyclones, earthquakes, landslides, tsunamis, and drought.

Exposure

Who and what is in harm's way? Population density, built environment, agriculture, and critical infrastructure.

Vulnerability

How susceptible are exposed assets? Structural fragility, poverty, governance capacity, and adaptive ability.

Resilience

What reduces risk? Early warning systems, insurance penetration, nature-based solutions, and fiscal buffers.

The Global Hazard Landscape

Disasters are not random — they follow geographic patterns dictated by tectonics, climate, and topography. Floods alone account for 42% of global average annual loss (AAL), followed by tropical cyclones at 28% and earthquakes at 18%.

Population at Risk

Risk emerges where hazards intersect with people. Over 1.8 billion people live in areas with significant flood exposure, concentrated in South and Southeast Asia's river deltas and coastal lowlands.

Counting the Cost

For Small Island Developing States and least developed countries, disaster losses can exceed 5% of GDP annually — enough to erase years of development gains. Less than 30% of losses in developing countries are insured.

Nature's Shield

Ecosystem-based approaches offer cost-effective risk reduction. Intact forests reduce downstream flood peaks by up to 20%. Coastal mangroves protect an estimated $65 billion in property annually. Every $1 invested in nature-based solutions yields $4–7 in avoided losses.

Climate Outlook

Climate change is a risk multiplier. Under RCP 8.5, water stress intensifies across the Middle East, North Africa, and Central Asia. Cyclone intensity is increasing. Adaptation investment now is cheaper than recovery later.

Country Deep Dive

Select a country to explore its risk profile, hazard breakdown, sectoral exposure, and resilience indicators.

Stakeholder Pathways

The platform delivers decision-relevant analytics tailored to each audience.

Governments
  • Country resilience profiles
  • Fiscal risk metrics
  • Investment prioritization
  • Sendai Framework monitoring
Banks & Insurance
  • Asset exposure analytics
  • Protection gap analysis
  • Climate risk projections
  • Macro-fiscal stress testing
Investors
  • Sectoral resilience opportunities
  • NbS cost-benefit data
  • ESG-aligned risk metrics
  • Resilience bond analytics
Researchers
  • Open datasets via MapX
  • API access to risk layers
  • Methodology documentation
  • Peer-reviewed data sources

Explore the Data

Access authoritative datasets, interactive visualizations, and country-level analytics through our partner platforms.