Données

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,…

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…

Sea ports and ferry terminals from OSM, tagged via `amenity`, `building`, or `port`. Useful for maritime logistics, supply-chain analysis, and coastal access planning. OpenStreetMap is a free, collaborative world map built by volunteers. Completeness varies by region:…

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…

Education facilities from OSM. Includes schools, kindergartens, colleges, and universities tagged via `amenity` or `building`. Useful for school-access mapping, education planning, and resource allocation. OpenStreetMap is a free, collaborative world map built by volunteers. Completeness varies by…

Railway lines and stations from OSM, tagged with `railway`. Includes rail lines, tram tracks, and stations. Useful for transport accessibility analysis and basemap context. OpenStreetMap is a free, collaborative world map built by volunteers. Completeness varies 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…