AndreaBozzo/ceres-open-data-index huggingface dataset:
Tonga : Sea Ports (OpenStreetMap Export)

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: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:amenity](https://wiki.openstreetmap.org/wiki/Key:amenity), [Key:building](https://wiki.openstreetmap.org/wiki/Key:building), [Key:port](https://wiki.openstreetmap.org/wiki/Key:port)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: facilities-infrastructure, geodata, ports
Organization: Humanitarian OpenStreetMap Team (HOT)
Georgia : Railways (OpenStreetMap Export)

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 region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:railway](https://wiki.openstreetmap.org/wiki/Key:railway)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: facilities-infrastructure, geodata, railways, transportation
Organization: Humanitarian OpenStreetMap Team (HOT)
Laos : Airports (OpenStreetMap Export)

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 built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:aeroway](https://wiki.openstreetmap.org/wiki/Key:aeroway), [Key:building](https://wiki.openstreetmap.org/wiki/Key:building), [Key:emergency](https://wiki.openstreetmap.org/wiki/Key:emergency)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: aviation, facilities-infrastructure, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Guyana : Populated Places (OpenStreetMap Export)

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. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:place](https://wiki.openstreetmap.org/wiki/Key:place), [Key:landuse](https://wiki.openstreetmap.org/wiki/Key:landuse)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, populated places-settlements
Organization: Humanitarian OpenStreetMap Team (HOT)
Turks and Caicos Islands : Airports (OpenStreetMap Export)

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 built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:aeroway](https://wiki.openstreetmap.org/wiki/Key:aeroway), [Key:building](https://wiki.openstreetmap.org/wiki/Key:building), [Key:emergency](https://wiki.openstreetmap.org/wiki/Key:emergency)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: aviation, facilities-infrastructure, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Bolivia : Populated Places (OpenStreetMap Export)

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. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:place](https://wiki.openstreetmap.org/wiki/Key:place), [Key:landuse](https://wiki.openstreetmap.org/wiki/Key:landuse)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, populated places-settlements
Organization: Humanitarian OpenStreetMap Team (HOT)
Ghana : Airports (OpenStreetMap Export)

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 built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:aeroway](https://wiki.openstreetmap.org/wiki/Key:aeroway), [Key:building](https://wiki.openstreetmap.org/wiki/Key:building), [Key:emergency](https://wiki.openstreetmap.org/wiki/Key:emergency)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: aviation, facilities-infrastructure, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Equatorial Guinea : Airports (OpenStreetMap Export)

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 built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:aeroway](https://wiki.openstreetmap.org/wiki/Key:aeroway), [Key:building](https://wiki.openstreetmap.org/wiki/Key:building), [Key:emergency](https://wiki.openstreetmap.org/wiki/Key:emergency)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: aviation, facilities-infrastructure, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Mauritius : Roads (OpenStreetMap Export)

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 volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:highway](https://wiki.openstreetmap.org/wiki/Key:highway)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, roads, transportation
Organization: Humanitarian OpenStreetMap Team (HOT)
Lithuania : Education Facilities (OpenStreetMap Export)

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 region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:amenity](https://wiki.openstreetmap.org/wiki/Key:amenity), [Key:building](https://wiki.openstreetmap.org/wiki/Key:building)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: education facilities-schools, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Belgium : Roads (OpenStreetMap Export)

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 volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:highway](https://wiki.openstreetmap.org/wiki/Key:highway)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, roads, transportation
Organization: Humanitarian OpenStreetMap Team (HOT)
Laos : Sea Ports (OpenStreetMap Export)

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: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:amenity](https://wiki.openstreetmap.org/wiki/Key:amenity), [Key:building](https://wiki.openstreetmap.org/wiki/Key:building), [Key:port](https://wiki.openstreetmap.org/wiki/Key:port)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: facilities-infrastructure, geodata, ports
Organization: Humanitarian OpenStreetMap Team (HOT)
Gibraltar : Financial Services (OpenStreetMap Export)

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. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:amenity](https://wiki.openstreetmap.org/wiki/Key:amenity)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: economics, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Monaco : Populated Places (OpenStreetMap Export)

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. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:place](https://wiki.openstreetmap.org/wiki/Key:place), [Key:landuse](https://wiki.openstreetmap.org/wiki/Key:landuse)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, populated places-settlements
Organization: Humanitarian OpenStreetMap Team (HOT)
Monaco : Health Facilities (OpenStreetMap Export)

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 varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:amenity](https://wiki.openstreetmap.org/wiki/Key:amenity), [Key:healthcare](https://wiki.openstreetmap.org/wiki/Key:healthcare)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, health, health facilities
Organization: Humanitarian OpenStreetMap Team (HOT)
Bermuda : Roads (OpenStreetMap Export)

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 volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:highway](https://wiki.openstreetmap.org/wiki/Key:highway)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, roads, transportation
Organization: Humanitarian OpenStreetMap Team (HOT)
Saint Lucia : Cultural Places (OpenStreetMap Export)

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, collaborative world map built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:tourism](https://wiki.openstreetmap.org/wiki/Key:tourism), [Key:amenity](https://wiki.openstreetmap.org/wiki/Key:amenity), [Key:historic](https://wiki.openstreetmap.org/wiki/Key:historic), [Key:heritage](https://wiki.openstreetmap.org/wiki/Key:heritage)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: facilities-infrastructure, geodata, points of interest-poi
Organization: Humanitarian OpenStreetMap Team (HOT)
Grenada : Points of Interest (OpenStreetMap Export)

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 built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:amenity](https://wiki.openstreetmap.org/wiki/Key:amenity), [Key:shop](https://wiki.openstreetmap.org/wiki/Key:shop), [Key:tourism](https://wiki.openstreetmap.org/wiki/Key:tourism), [Key:man_made](https://wiki.openstreetmap.org/wiki/Key:man_made)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: facilities-infrastructure, geodata, points of interest-poi
Organization: Humanitarian OpenStreetMap Team (HOT)
Turks and Caicos Islands : Buildings (OpenStreetMap Export)

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 free, collaborative world map built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:building](https://wiki.openstreetmap.org/wiki/Key:building)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: facilities-infrastructure, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Bermuda : Waterways (OpenStreetMap Export)

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 world map built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:waterway](https://wiki.openstreetmap.org/wiki/Key:waterway), [Key:water](https://wiki.openstreetmap.org/wiki/Key:water), [Key:natural](https://wiki.openstreetmap.org/wiki/Key:natural)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, hydrology, rivers
Organization: Humanitarian OpenStreetMap Team (HOT)
Densité des foyers d'incendies dans les wilayas de Bejaia et Tizi Ouzou entre le 09 et le 16 août 2021

**UNOSAT code: FR20210811DZA**  Cette carte illustre la densité des foyers d'incendies détectés à partir des données VIIRS acquise entre le 09 et le 16 août 2021. Les wilayas de Bejaia et Tizi Ouzou ont le plus grand nombre de foyers d'incendie avec respectivement 1,502 et 1,733. En se basant sur les données démographique Worldpop, environ 210,000 personnes vivent à proximité des foyers d'incendie. Le pic des foyers d'incendie semble avoir eu lieu entre le 10 et le 13 août 2021.
Ceci est une analyse préliminaire et n'a pas encore été validée sur le terrain. Ne pas hésiter à envoyer vos commentaires au Centre Satellitaire des Nations Unies (UNOSAT).

Tags: disaster risk reduction-drr, geodata
Organization: United Nations Satellite Centre (UNOSAT)
Lithuania : Roads (OpenStreetMap Export)

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 volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:highway](https://wiki.openstreetmap.org/wiki/Key:highway)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, roads, transportation
Organization: Humanitarian OpenStreetMap Team (HOT)
Slovenia : Education Facilities (OpenStreetMap Export)

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 region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:amenity](https://wiki.openstreetmap.org/wiki/Key:amenity), [Key:building](https://wiki.openstreetmap.org/wiki/Key:building)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: education facilities-schools, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Iraq : Buildings (OpenStreetMap Export)

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 free, collaborative world map built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:building](https://wiki.openstreetmap.org/wiki/Key:building)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: facilities-infrastructure, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Slovenia : Airports (OpenStreetMap Export)

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 built by volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:aeroway](https://wiki.openstreetmap.org/wiki/Key:aeroway), [Key:building](https://wiki.openstreetmap.org/wiki/Key:building), [Key:emergency](https://wiki.openstreetmap.org/wiki/Key:emergency)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: aviation, facilities-infrastructure, geodata
Organization: Humanitarian OpenStreetMap Team (HOT)
Luxembourg : Roads (OpenStreetMap Export)

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 volunteers. Completeness varies by region: urban areas are usually well-mapped, remote areas may be incomplete. Cross-check critical decisions with local field knowledge.

- Source: [OpenStreetMap](https://www.openstreetmap.org)
- OSM tags: [Key:highway](https://wiki.openstreetmap.org/wiki/Key:highway)
- Part of many  [exports grid on HDX](https://data.humdata.org/organization/hot) by the [HOT](https://www.hotosm.org/en/)


Tags: geodata, roads, transportation
Organization: Humanitarian OpenStreetMap Team (HOT)