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Crop yield, soil data, pest surveillance, livestock, food composition, precision farming
17,569 datasets
Water features across the United Arab Emirates exported from OpenStreetMap. The dataset includes rivers, streams, canals, lakes, ponds, and other water bodies tagged with `waterway`, `water`, or `natural=water`. It was last updated on 2026-05-13 by the Humanitarian OpenStreetMap Team.
An OpenStreetMap export of cultural and historic places in Andorra, last updated on 2026-05-13. The dataset includes museums, galleries, theatres, places of worship, monuments, and historic sites, tagged via tourism, amenity, historic, or heritage keys. It was exported by the Humanitarian OpenStreetMap Team (HOT) and is useful for heritage protection, cultural mapping, and tourism context.
Andorra points of interest exported from OpenStreetMap. 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 data exports from May 2026 provide water features across Andorra, including rivers, streams, canals, lakes, and ponds. The Humanitarian OpenStreetMap Team (HOT) compiled this data, which is useful for flood-risk modelling and watershed analysis. Completeness varies by region, with urban areas typically better mapped than remote areas.
Andorra's health facilities exported from OpenStreetMap. The data includes locations tagged as hospitals, clinics, pharmacies, doctors, and dentists. It was last updated on 2026-05-13 by the Humanitarian OpenStreetMap Team (HOT).
OpenStreetMap exports provide a road network across Andorra, including motorways, residential streets, service roads, footways, and trails. The Humanitarian OpenStreetMap Team (HOT) maintains this export, last updated on 2026-05-13. Completeness varies by region, with urban areas typically well-mapped and remote areas potentially incomplete.
OpenStreetMap data for Albania includes museums, galleries, theatres, places of worship, monuments, and historic sites. The dataset is compiled by the Humanitarian OpenStreetMap Team (HOT) and was last updated on 2026-05-13. It is sourced from volunteer contributions to OpenStreetMap.
Albania's public-facing amenities, shops, tourist attractions, and landmarks exported from OpenStreetMap. The data is contributed by volunteers and maintained by the Humanitarian OpenStreetMap Team, last updated on 2026-05-13. Completeness varies by region, with urban areas likely being more detailed than remote locations.
Sea ports and ferry terminals in Albania, extracted from OpenStreetMap and tagged via `amenity`, `building`, or `port` keys. The data is exported by the Humanitarian OpenStreetMap Team (HOT) and is available in multiple geospatial formats. Completeness of the underlying OpenStreetMap data varies by region, with urban areas typically being better mapped than remote areas.
A hydrogeological mapping dataset showing the equivalent fresh water head difference, in meters, between the shallowest and deepest aquifers over the whole Murray Basin. It was produced by the Australian Bureau of Agricultural and Resource Economics and Sciences (ABARES) and other government agencies, sourced from a 1:250,000 scale map series. The data was last updated on 2026-05-14.
A novel bacteriophage, P018-4, was isolated from Litopenaeus vannamei and characterized for its potential as a biocontrol agent. The phage's 126,958 bp circular double-stranded DNA genome contains 227 predicted ORFs, including ORF139 encoding a novel endolysin. Both the phage and its derived endolysins demonstrated bactericidal activity and biofilm disruption against the foodborne pathogen Vibrio parahaemolyticus.
Liyuan Du's dataset from 2026 contains survey data from 1,046 citrus farmers in three major citrus-producing provinces of China. It is used to quantify pesticide overuse and examine its association with conservation biological control practices like windbreaks and cover crops. The analysis employs a Cobb–Douglas production function and a double-hurdle model.
A competition experiment involving 2490 individuals of wheat and two weed species (Avena fatua and Echinochloa crus-galli) grown in a response-surface design. The dataset, created by weiqiang liu and last updated in June 2026, includes measurements of individual seed production and functional traits like plant height, leaf area, and root traits under nitrogen-fertilized and unfertilized conditions.
Seed extracts from durian fruit showed the highest Total Phenolic Content at 18 mg GAE/g DW and antioxidant capacity across DPPH, FRAP, and ABTS assays. This dataset, created by Victor Velazquez-Martinez and last updated in 2026, contains results from a study measuring the bioaccessibility and thermostability of microencapsulated extracts from durian pulp, seed, and peel. The data likely supports research into valorizing agricultural waste for food and pharmaceutical applications.
A 2026 cross-sectional study of 442 Lebanese adolescents assessed exposure to eight mycotoxins and associations with stunting and thinness. Data were collected via food frequency questionnaires and 24-hour recalls, with contamination levels sourced from prior studies. The research was authored by Maha Hoteit and shared under a CC-BY-4.0 license.
442 Lebanese adolescents with a mean age of 14.56 years were assessed for exposure to multiple mycotoxins and nutritional health risks. Data were collected via food frequency questionnaires and 24-hour recalls, with contamination levels sourced from previous studies. The dataset, authored by Maha Hoteit and last updated in May 2026, shows associations between mycotoxin exposure and stunting/thinness.
SCANFI v2 provides 30-meter resolution raster maps of Canadian forests at 5-year intervals from 1985 to 2025. The product includes data on landcover type, forest canopy height, crown closure, aboveground tree biomass, and species composition. It was developed by Natural Resources Canada using Landsat imagery and a novel k-NN and random forest imputation method.
Data from a nutritional feeding experiment with juvenile rainbow trout evaluates fish-free, microalgae-based diets. The dataset includes results from a reference diet and three experimental diets with partial or full replacements of fishmeal and fish oil. It was authored by Pallab K. Sarker and last updated on 2026-05-28.
OpenStreetMap exports for the Philippines include all features tagged as waterways, water bodies, or wetlands. The Humanitarian OpenStreetMap Team (HOT) provides this data, which was last updated on 2026-05-05. Features likely contain attributes such as name, width, depth, and type.
OpenStreetMap features in the Philippines tagged as amenities, man-made structures, shops, or tourism sites. The dataset likely contains attributes such as name, opening hours, and address details. It is provided by the Humanitarian OpenStreetMap Team (HOT) and was last updated on 2026-05-05.