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Crop yield, soil data, pest surveillance, livestock, food composition, precision farming
17,046 datasets
Points of interest from OpenStreetMap include public-facing amenities, shops, tourist attractions, and landmarks. The data is built by volunteers and its completeness varies by region, with urban areas usually well-mapped and remote areas potentially incomplete. It was last updated on 2026-05-14 by the Humanitarian OpenStreetMap Team.
OpenStreetMap data for sea ports and ferry terminals in Malawi, tagged via amenity, building, or port keys. The dataset was last updated on 2026-05-14 and is provided by the Humanitarian OpenStreetMap Team. It is available in multiple geospatial formats including GEOPACKAGE, KML, and GEOJSON.
Malawi health facilities exported from OpenStreetMap. The data includes hospitals, clinics, pharmacies, doctors, and dentists tagged via `amenity` or `healthcare` keys. It was last updated on 2026-05-14 by the Humanitarian OpenStreetMap Team (HOT).
OpenStreetMap exports provide the road network across Malawi, including motorways, residential streets, service roads, footways, and trails. The Humanitarian OpenStreetMap Team (HOT) maintains this export, which was last updated on 2026-05-14. Completeness varies by region, with urban areas likely being more detailed than remote ones.
Water features across Malawi from OpenStreetMap, including rivers, streams, canals, lakes, ponds, and water bodies. The data is compiled by the Humanitarian OpenStreetMap Team and was last updated on 2026-05-14. Completeness varies by region, with urban areas usually well-mapped and remote areas potentially incomplete.
Mauritius cultural and historic places exported from OpenStreetMap. The data includes museums, galleries, theatres, places of worship, monuments, and historic sites tagged via `tourism`, `amenity`, `historic`, or `heritage` keys. It was last updated on 2026-05-14 by the Humanitarian OpenStreetMap Team.
OpenStreetMap data for health facilities in Mauritius, including hospitals, clinics, pharmacies, doctors, and dentists. The dataset was exported by the Humanitarian OpenStreetMap Team (HOT) and last updated on 2026-05-14. It is built from volunteer contributions, with completeness varying by region.
OpenStreetMap exports for Mauritius contain points of interest tagged as amenities, shops, tourist attractions, or man-made structures. The data is compiled by the Humanitarian OpenStreetMap Team and was last updated on 2026-05-14. Completeness varies by region, with urban areas likely being more detailed than remote ones.
OpenStreetMap data for sea ports and ferry terminals in Mauritius, tagged via `amenity`, `building`, or `port`. The Humanitarian OpenStreetMap Team (HOT) exported this data, which was last updated on 2026-05-14. Completeness of features varies by region, with urban areas typically more detailed than remote locations.
An OpenStreetMap export of the road network across Mauritius, including motorways, residential streets, service roads, footways, and trails. The data was compiled by the Humanitarian OpenStreetMap Team and last updated on 2026-05-14. Completeness varies by region, with urban areas typically well-mapped and remote areas potentially incomplete.
OpenStreetMap exports provide water features across Mauritius, including rivers, streams, canals, lakes, and ponds. The Humanitarian OpenStreetMap Team (HOT) maintains this data, last updated on 2026-05-14. Completeness varies by region, with urban areas typically well-mapped and remote areas potentially incomplete.
OpenStreetMap exports provide points of interest for Martinique, including public-facing amenities, shops, tourist attractions, and landmarks. The Humanitarian OpenStreetMap Team (HOT) maintains the export, last updated on 2026-05-14. Completeness varies by region, with urban areas likely being well-mapped and remote areas potentially incomplete.
An OpenStreetMap export of cultural and historic places in Martinique, provided by the Humanitarian OpenStreetMap Team (HOT). The data includes museums, galleries, theatres, places of worship, monuments, and historic sites, last updated on 2026-05-14. Completeness varies by region, with urban areas typically better mapped than remote locations.
Sea ports and ferry terminals in Martinique, exported from OpenStreetMap and tagged via `amenity`, `building`, or `port` keys. The data is provided by the Humanitarian OpenStreetMap Team (HOT) and was last updated on 2026-05-14. Completeness of the underlying OpenStreetMap data varies by region, with urban areas typically better mapped than remote locations.
OpenStreetMap exports provide a road network across Martinique. The data includes everything tagged with the `highway` key, such as motorways, residential streets, service roads, footways, and trails. It was last updated on 2026-05-14 by the Humanitarian OpenStreetMap Team.
Martinique's health facilities exported from OpenStreetMap. The data includes hospitals, clinics, pharmacies, doctors, and dentists tagged via `amenity` or `healthcare`. It was last updated on 2026-05-14 by the Humanitarian OpenStreetMap Team (HOT).
Martinique's water features, including rivers, streams, canals, lakes, and ponds, are mapped from OpenStreetMap. The data is compiled by the Humanitarian OpenStreetMap Team and was last updated on 2026-05-14. It is useful for flood-risk modelling, watershed analysis, and providing environmental basemap context.
OpenStreetMap exports of cultural and historic places on Montserrat, including museums, galleries, theatres, places of worship, monuments, and historic sites. The data is compiled by the Humanitarian OpenStreetMap Team (HOT) and was last updated in May 2026. Completeness varies by region, with urban areas typically better mapped than remote locations.
OpenStreetMap exports of sea ports and ferry terminals in Montserrat, tagged via `amenity`, `building`, or `port`. The data is provided by the Humanitarian OpenStreetMap Team (HOT) and was last updated on 2026-05-14. Completeness of the underlying map data varies by region, with urban areas typically better mapped than remote ones.
OpenStreetMap points of interest for Montserrat, exported by the Humanitarian OpenStreetMap Team. The data includes public-facing amenities, shops, tourist attractions, and landmarks tagged via `amenity`, `shop`, `tourism`, or `man_made` keys. Completeness varies by region, with urban areas likely being better mapped than remote ones.