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Crop yield, soil data, pest surveillance, livestock, food composition, precision farming
17,779 datasets
OpenStreetMap features in South Africa where tags for 'amenity', 'man_made', 'shop', or 'tourism' are present. The dataset is an export from the Humanitarian OpenStreetMap Team (HOT) and was last updated on 2026-03-03. Features may have attributes like name, address, opening hours, and multilingual name tags in languages such as Afrikaans, Xhosa, and Zulu.
Western Australia road incident data from the Main Roads Travel Map includes all types of closures and incidents. The dataset is updated by Main Roads Western Australia and was last refreshed in March 2026. Specific row and column counts are not provided.
Supplementary material for a research article on the role of marine tetrapods in the cultural practices of sambaqui builders from southern Brazil. The 85.0 KB DOCX file is authored by Augusto Mendes and colleagues and was last updated on 2026-04-28. It is shared under a CC-BY-4.0 license on figshare.
A prioritization dataset from stakeholder assessments on food sustainability interventions. The data was authored by Stellah Mikalitsa Mukhovi and last updated on April 21, 2026. It is a 5.5 KB Excel file available under a CC-BY-4.0 license.
A survey of 288 households in Nepal examines factors influencing the adoption of agroforestry practices to combat land degradation. The data was collected via structured questionnaire and analyzed using a Multinomial Logistic Regression model. The study was authored by Arun Dhakal and is available through paperswithcode.
A hypothesis paper by Joyce Waterhouse proposing the Post-Hunter-Gatherer Era Microbe Hypersensitivity-Enhanced Colonization/Infection (PHMHEC) hypothesis. The paper argues that microbial imbalances, allergies, and stress are key factors in the rise of allergic and autoimmune diseases over the last 75 years, linking them to changes in human microbiota since the shift from nomadic lifestyles. It is published under an Open Access license on the paperswithcode platform.
72 videos were captured at Whitsand and Looe Bay in 2013 for the Marine Conservation Zones Project funded by DEFRA. Images of the seabed were extracted approximately every 10 to 15 metres over distances exceeding 150 metres. The dataset likely contains visual records of marine habitats for conservation assessment.
Yehao Hu's research document analyzes trade-offs among nutrition, greenhouse-gas emissions, and economic costs for dietary guidelines in the United States, China, Australia, and New Zealand. The 533.0 KB DOCX file presents a multi-objective optimization framework evaluating scenarios for reducing beef consumption and reallocating chicken and eggs.
2018 land cover data for a 340km² headwaters region of the Welland River Catchment in the UK. The map has a 10-meter spatial resolution and classifies the landscape into 10 thematic categories, covering parts of Leicestershire, Rutland, and Northamptonshire. It is projected in the British national grid and is described as focusing on a predominantly agricultural area.
This geospatial dataset provides point and polygon features for populated settlements and residential land use across Morocco, exported by the Humanitarian OpenStreetMap Team in March 2026. It categorizes locations into five distinct settlement types including cities, towns, and isolated dwellings based on OpenStreetMap tagging standards. The data is available in multiple formats including SHP, GeoJSON, and CSV to support various GIS workflows.
This geospatial dataset contains road network features for Morocco exported from OpenStreetMap by the Humanitarian OpenStreetMap Team (HOT) as of March 2026. It includes all features tagged with 'highway' and provides infrastructure attributes such as surface type, lane counts, and multilingual names.
This geospatial dataset catalogs sea ports and ferry terminals across Morocco, exported from OpenStreetMap by the Humanitarian OpenStreetMap Team (HOT) in March 2026. It captures infrastructure features identified by port and ferry terminal tags, including administrative details and multilingual naming conventions.
Street resurfacing and milling schedules issued weekly by the New York City Department of Transportation. The data includes planned work locations, dates, and crew types, sourced from the NYC Open Data platform. Schedules are subject to change due to weather or equipment issues, as noted in the source description.
Geospatial records of medical infrastructure in Morocco exported from OpenStreetMap by the Humanitarian OpenStreetMap Team (HOT) as of March 2026. The data captures points and polygons representing clinics, hospitals, pharmacies, and specialized medical centers across the country.
Morocco geospatial points of interest (POI) exported from OpenStreetMap by the Humanitarian OpenStreetMap Team (HOT) with a last update recorded in March 2026. The collection includes locations tagged as amenities, shops, tourism sites, or man-made features across the country. It provides geographic coordinates alongside localized naming and capacity metadata.
Geospatial features for Morocco's hydrological network, including rivers, wetlands, and bays exported from OpenStreetMap by the Humanitarian OpenStreetMap Team. Updated in March 2026, the collection covers natural and man-made water bodies with associated physical and linguistic metadata.
Morocco financial infrastructure locations exported from OpenStreetMap by the Humanitarian OpenStreetMap Team (HOT) as of March 2026. The data covers points of interest such as banks, ATMs, and post offices, including localized naming conventions and administrative addresses.
ACTGOV Streetlight Cable Assets is a polyline dataset showing overhead and underground streetlight cable locations in the Australian Capital Territory. It includes attributes such as location description, suburb, ownership, asset sub type, cable type, voltage, and installation date, sourced from ActewAGL's database as of June 30, 2017, with subsequent additions.
ACTGOV Streetlight Column Assets is a point dataset showing locations of streetlight columns and luminaires owned or managed by Transport Canberra and City Services. Attributes include location description, suburb, ownership, maintenance details, asset subtype, column height and material, lamp count, installation date, and operational status. The data is captured through works handover processes and field audits for use as a guide in services like Dial Before You Dig.
All forest and woodland areas over 0.5 hectares with at least 20% canopy cover are mapped, including features like new planting and clearfell. The dataset is updated annually using Sentinel 2 satellite imagery and aerial photography from spring/summer 2024, alongside grant scheme data. Woodland areas are classified into interpreted forest types such as Conifer and Broadleaved.