Data

The Food and Agriculture Organization of the United Nations (FAO) has developed a monitoring system in 26 food crisis countries to better understand the impacts of various shocks on agricultural livelihoods, food security and local value…

Building footprints across the region from OSM. Includes every feature tagged as a building (`building=*`), from residential homes through hospitals, schools, and places of worship. Useful for population estimation, damage assessment, and urban planning. OpenStreetMap is a…

Points of interest from OSM. Includes public-facing amenities, shops, tourist attractions, and landmarks tagged via `amenity`, `shop`, `tourism`, or `man_made`. Useful for general POI reference, urban analysis, and basemap detail. OpenStreetMap is a free, collaborative world map…

Cultural and historic places from OSM. Includes museums, galleries, theatres, places of worship, monuments, and historic sites tagged via `tourism`, `amenity`, `historic`, or `heritage`. Useful for heritage protection, cultural mapping, and tourism context. OpenStreetMap is a free,…

Airports and aviation infrastructure from OSM. Includes airports, heliports, helipads, runways, terminals, and emergency landing sites tagged via `aeroway`, `building`, or `emergency`. Useful for logistics, evacuation routing, and aerial-response planning. OpenStreetMap is a free, collaborative world map…

Financial services from OSM. Includes banks, ATMs, post offices, money transfer agents, and microfinance branches tagged via `amenity`. Useful for financial-inclusion mapping, cash-distribution planning, and economic analysis. OpenStreetMap is a free, collaborative world map built by volunteers.…

Settlements and residential areas from OSM. Includes named cities, towns, villages, suburbs, and residential land (`place=*` and `landuse=residential`). Useful for demographic context, settlement-level targeting, and population analysis. OpenStreetMap is a free, collaborative world map built by volunteers.…

Health facilities from OSM. Includes hospitals, clinics, pharmacies, doctors, and dentists tagged via `amenity` or `healthcare`. Useful for service-access analysis, emergency response, and healthcare gap mapping. OpenStreetMap is a free, collaborative world map built by volunteers. Completeness…

Road network across the region from OSM. Includes everything tagged with `highway`: motorways, residential streets, service roads, footways, and trails. Useful for routing, accessibility analysis, and evacuation planning. OpenStreetMap is a free, collaborative world map built by…

Water features across the region from OSM. Includes rivers, streams, canals, lakes, ponds, and water bodies tagged with `waterway`, `water`, or `natural=water`. Useful for flood-risk modelling, watershed analysis, and environmental basemap context. OpenStreetMap is a free, collaborative…