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Crop yield, soil data, pest surveillance, livestock, food composition, precision farming
17,569 datasets
Cultural and historic places in Austria 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 and is provided by the Humanitarian OpenStreetMap Team.
OpenStreetMap exports for Austria contain points of interest tagged with `amenity`, `shop`, `tourism`, or `man_made`. The Humanitarian OpenStreetMap Team (HOT) provides the data, last updated on 2026-05-14. Completeness varies by region, with urban areas typically better mapped than remote ones.
OpenStreetMap exports of sea ports and ferry terminals in Austria, tagged via `amenity`, `building`, or `port`. The Humanitarian OpenStreetMap Team (HOT) provides the data, which was last updated on 2026-05-14. Completeness varies by region, with urban areas usually well-mapped and remote areas potentially incomplete.
OpenStreetMap provides a volunteer-built map of health facilities across Austria, including hospitals, clinics, and pharmacies. The Humanitarian OpenStreetMap Team (HOT) exported this data in May 2026 for humanitarian and development use. Completeness varies regionally, with urban areas likely better mapped than remote locations.
OpenStreetMap exports provide rivers, streams, canals, lakes, and ponds across Austria. The Humanitarian OpenStreetMap Team (HOT) compiled this data, which was last updated on 2026-05-13. Completeness varies, with urban areas likely being better mapped than remote regions.
OpenStreetMap provides a free, volunteer-built road network for Austria. Completeness varies, with urban areas likely being well-mapped and remote areas potentially incomplete. The Humanitarian OpenStreetMap Team exported this data, which includes all features tagged with `highway`, such as motorways, residential streets, and footways.
OpenStreetMap health facility data for Antigua and Barbuda, exported by the Humanitarian OpenStreetMap Team. The dataset includes locations tagged as hospitals, clinics, pharmacies, doctors, and dentists. It was last updated on 2026-05-13.
An OpenStreetMap export from 2026-05-13 lists cultural and historic places in Antigua and Barbuda. The dataset includes museums, galleries, theatres, places of worship, monuments, and historic sites tagged via tourism, amenity, historic, or heritage keys. It is provided by the Humanitarian OpenStreetMap Team (HOT) and is useful for heritage protection, cultural mapping, and tourism context.
OpenStreetMap exports provide locations of sea ports and ferry terminals tagged by volunteers. Completeness varies by region, with urban areas likely being well-mapped and remote areas potentially incomplete. The Humanitarian OpenStreetMap Team (HOT) maintains this export, last updated on 2026-05-13.
Points of interest from OpenStreetMap for Antigua and Barbuda. The data includes public-facing amenities, shops, tourist attractions, and landmarks tagged via `amenity`, `shop`, `tourism`, or `man_made` keys. It was last updated on 2026-05-13 and is provided by the Humanitarian OpenStreetMap Team.
OpenStreetMap exports provide locations of sea ports and ferry terminals in American Samoa, tagged via `amenity`, `building`, or `port`. The Humanitarian OpenStreetMap Team (HOT) maintains the export, last updated on 2026-05-13. Completeness varies by region, with urban areas typically better mapped than remote locations.
Road network data for Antigua and Barbuda exported from OpenStreetMap. It includes features tagged with `highway`, such as motorways, residential streets, service roads, footways, and trails. The dataset was last updated on 2026-05-13 and is provided by the Humanitarian OpenStreetMap Team.
OpenStreetMap export of points of interest in American Samoa, last updated 2026-05-13. The data includes public-facing amenities, shops, tourist attractions, and landmarks tagged via `amenity`, `shop`, `tourism`, or `man_made`. It is provided by the Humanitarian OpenStreetMap Team (HOT) under the ODbL-1.0 license.
American Samoa 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 2026-05-13 by the Humanitarian OpenStreetMap Team (HOT) and is licensed under ODbL-1.0.
Water features across Antigua and Barbuda exported from OpenStreetMap. The dataset includes rivers, streams, canals, lakes, ponds, and water bodies tagged with `waterway`, `water`, or `natural=water`. It was last updated on 2026-05-13 and is provided by the Humanitarian OpenStreetMap Team.
Road network data for American Samoa exported from OpenStreetMap. The dataset includes all features tagged with the `highway` key, such as motorways, residential streets, footways, and trails. It was last updated on 2026-05-13 and is provided by the Humanitarian OpenStreetMap Team.
American Samoa water features exported from OpenStreetMap. The data includes rivers, streams, canals, lakes, ponds, and water bodies tagged with `waterway`, `water`, or `natural=water`. It was last updated on 2026-05-13 and is provided by the Humanitarian OpenStreetMap Team (HOT).
American Samoa 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 2026-05-13 by the Humanitarian OpenStreetMap Team.
A 2026 study by Yaya Idrissou presents data from 338 cattle farmer interviews and 30 agroforestry plot inventories in Benin's dry and subhumid tropical zones. It links farmers' species preferences, assessed via eight selection criteria, with indicative biomass carbon stock estimates per tree. The dataset is shared under a CC-BY-4.0 license on figshare.
A 2026 synthesis of 5,822 field-based paired yield comparisons from 747 studies analyzes the benefits of diversified cropping systems. The dataset, authored by Pan Jiang, shows intercropping and rotation increased staple crop yields by 12% and 11% respectively compared to monocultures. Machine learning models project tailored implementation could increase global staple production by up to 484 million tons annually.