Risk Index
Very High (75+)
High (60–74)
Medium (40–59)
Low (25–39)
Very Low (0–24)
Loading Spatial Data
District Analysis
Select a district on the interactive map to analyze local climate vulnerability and resilience metrics.
Research-grade estimates — not for operational decision-making. Socioeconomic indicators (population, poverty, literacy, health & water access) are from the World Bank Development Indicators (2020). Population density is derived from WorldPop 2020 (UN-adjusted). Climate hazard indicators are computed from NASA POWER daily data (2020–2024). Disaster exposure draws on EM-DAT (2000–2024). District boundaries follow GADM v4.1 Level 1. As of 2026, some indicators may not reflect current conditions. Scores should be interpreted as relative vulnerability estimates.