Geospatial analytics, all 64 districts

Multi-Hazard District Exposure Atlas

How many people and how much farmland sit in each district's flood, low-elevation, surface-heat and air-pollution exposure, built from primary remote-sensing layers and population-weighted with WorldPop. Switch the map layer with the dropdown.