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Crop yield, soil data, pest surveillance, livestock, food composition, precision farming
17,037 datasets
OpenStreetMap data exports for Panama include museums, galleries, theatres, places of worship, monuments, and historic sites. The Humanitarian OpenStreetMap Team (HOT) compiled this dataset, which was last updated on 2026-05-14. Completeness varies by region, with urban areas likely being more thoroughly mapped than remote areas.
OpenStreetMap exports provide a free, volunteer-built map of Panama's public-facing locations. Completeness varies by region, with urban areas likely being well-mapped and remote areas potentially incomplete. The Humanitarian OpenStreetMap Team (HOT) last updated this export on 2026-05-14.
Palau's road network exported from OpenStreetMap. It includes all features tagged with `highway`, such as motorways, residential streets, service roads, footways, and trails. The Humanitarian OpenStreetMap Team (HOT) provides this export, last updated on 2026-05-14.
Health facilities in Panama mapped by volunteers via OpenStreetMap. The data includes hospitals, clinics, pharmacies, doctors, and dentists tagged with `amenity` or `healthcare` keys. It was last updated on 2026-05-14 and is exported by the Humanitarian OpenStreetMap Team.
OpenStreetMap data on sea ports and ferry terminals in Panama, exported by the Humanitarian OpenStreetMap Team. The dataset was last updated on 2026-05-14. It is derived from volunteer-contributed map data tagged with `amenity`, `building`, or `port` keys.
OpenStreetMap water features for Panama, including rivers, streams, canals, lakes, and ponds. The data is sourced from a global volunteer-built map, where completeness likely varies between urban and remote areas. It was last updated on 2026-05-14 and is provided by the Humanitarian OpenStreetMap Team.
OpenStreetMap exports provide a road network across Panama. The data includes all features tagged with `highway`, such as motorways, residential streets, service roads, footways, and trails. The Humanitarian OpenStreetMap Team (HOT) maintains this export, last updated on 2026-05-14.
OpenStreetMap exports for Oman contain cultural and historic places tagged via tourism, amenity, historic, or heritage keys. The Humanitarian OpenStreetMap Team (HOT) compiled this data, which was last updated on 2026-05-14. It includes museums, galleries, theatres, places of worship, monuments, and historic sites.
Sea ports and ferry terminals in Oman extracted from OpenStreetMap, tagged via `amenity`, `building`, or `port` keys. The data is provided by the Humanitarian OpenStreetMap Team and was last updated on 2026-05-14. Completeness varies by region, with urban areas likely being more complete than remote areas.
Points of interest from OpenStreetMap for Oman, 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 typically better mapped than remote ones.
Health facilities in Oman 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 and is provided by the Humanitarian OpenStreetMap Team (HOT).
Oman's water features exported from OpenStreetMap. The data includes rivers, streams, canals, lakes, ponds, and other water bodies tagged with `waterway`, `water`, or `natural=water`. It was last updated on 2026-05-14 and is provided by the Humanitarian OpenStreetMap Team (HOT).
OpenStreetMap exports provide the road network across Oman, including features tagged with `highway`. The Humanitarian OpenStreetMap Team (HOT) compiled this data, which was last updated on 2026-05-14. Completeness varies by region, with urban areas typically better mapped than remote ones.
Cultural and historic places in New Zealand 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 volunteer contributions provide a free, collaborative map of New Zealand's public-facing locations. The dataset includes amenities, shops, tourist attractions, and landmarks tagged via specific OSM keys. Completeness varies by region, with urban areas likely being more detailed than remote ones.
Thirty-eight woodland sites in the Great Basin Desert, UT, USA, were used to evaluate links between soil respiration, N mineralization, and bacterial community networks across tree island microsites. The dataset, authored by Sarah C. Peterson and last updated in 2026, likely contains measurements of soil characteristics, bacterial community composition, and predicted gene functions. It identifies distinct bacterial interactions and gene expression patterns beneath tree canopies compared to interspaces.
New Zealand's sea ports and ferry terminals exported from OpenStreetMap, tagged via `amenity`, `building`, or `port`. The data is useful for maritime logistics, supply-chain analysis, and coastal access planning. It was last updated on 2026-05-14 and is provided by the Humanitarian OpenStreetMap Team.
OpenStreetMap health facility data for New Zealand includes hospitals, clinics, pharmacies, doctors, and dentists. The Humanitarian OpenStreetMap Team (HOT) exports this data, which was last updated on 2026-05-14. Completeness of this volunteer-built map varies, with urban areas likely being more complete than remote regions.
OpenStreetMap export provides water features across New Zealand, including rivers, streams, canals, lakes, and ponds tagged with `waterway`, `water`, or `natural=water`. The Humanitarian OpenStreetMap Team (HOT) maintains this export on HDX. The dataset was last updated on 2026-05-14.
New Zealand's road network exported from OpenStreetMap. It includes features tagged with `highway`, such as motorways, residential streets, service roads, footways, and trails. The data was last updated on 2026-05-14 and is provided by the Humanitarian OpenStreetMap Team.