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Crop yield, soil data, pest surveillance, livestock, food composition, precision farming
17,890 datasets
Gridded aboveground biomass estimates for four forest and savannah sites in Gabon at 0.25-hectare resolution. The dataset integrates field measurements of tree diameter and height from 2010-2016 with airborne LiDAR-derived canopy height models. It was produced by ORNL_CLOUD using a regression model to map biomass from mean canopy height.
Monthly average vegetation and precipitation indices for the Sahel region, categorized by country, department, and municipality. The dataset includes Atmospherically Resistant Vegetation Index (ARVI), Normalized Difference Vegetation Index (NDVI), and Standardized Precipitation Index (SPI) values. It was produced by Acción contra el hambre - GIS4tech for the PREDISAN project and was last updated in April 2026.
4,844 per-object image crops extracted from DVIDS military imagery, each accompanied by a Gemini-VLM caption. The dataset was created by llama-farm and last updated on 2026-05-29. It contains 12 object classes and is intended for CLIP fine-tuning or zero-shot evaluation.
D-CRACKS compiles 1,000 images from laboratory tests of soil desiccation cracking collected from 45 studies. Chao-Sheng Tang published the dataset on figshare, last updated on April 10, 2026. Images are linked to metadata on testing conditions, soil properties, and analyzed crack properties.
A polygon dataset shows the locations of provisionally registered and registered trees in the Australian Capital Territory, protected under the Urban Forest Act 2023. Attributes include status, botanical name, tree height, canopy diameter, trunk circumference, and registration date. The dataset is administered by the ACT Government's City and Environment Directorate and was last updated on April 4, 2026.
Research data on the removal of emerging contaminants like pharmaceuticals and pesticides from wastewater using activated carbon adsorption coupled with ultrasonic exposure. The dataset was created by Roberta Cuomo of Ambiente Italia and is available via paperswithcode. The description notes that tests were not performed on real wastewater samples, but synthetic effluent was used in laboratory experiments.
From 1971 to 2019, this dataset contains demographic monitoring of 81 tree species across 20 permanent forest plots in northern Queensland, Australia. It was collected by the Terrestrial Ecosystem Research Network's Data Discovery platform and includes repeated stem measurements and climatic variables. The data was used in analyses for the Bauman et al. 2022 Nature publication.
Panel data for 31 provinces in China from 2015 to 2023, used to construct a spatial correlation network of agricultural carbon emissions. The dataset was created by Jiasheng He and employs a modified gravity model and social network analysis to examine network characteristics and driving factors. It was last updated on 2026-04-26.
Victoria, Australia, hosts this dataset summarizing aquaculture locations within its state marine and estuarine waters. The data was recorded and submitted to Victoria's Department of Primary Industries (DPI). The dataset was last updated on June 17, 2026.
Francis Akitwine's dataset compares a farmer-based soil classification system with USDA Soil Taxonomy suborders in Kamuli District, Uganda. The data is based on 5 years of integrated pedological work, including participatory discussions, soil mapping, and 23 pedon descriptions. It was last updated on 2026-05-05 and is licensed under CC-BY-4.0.
Observations of water movement at One Tree Reef under modal wind, wave, and tide conditions show lagoon currents are insufficient to entrain sediments. The Australian Ocean Data Network hosts this dataset, which was last updated on 2026-05-05. The findings are applicable to other reefs with well-developed lagoons in the southern Great Barrier Reef.
Surface deposit maps categorize the loose material covering bedrock across Quebec south of the 52nd parallel. The data is derived from aerial photograph interpretation at a 1:40,000 scale and field control points, supporting ecological forest product development. Maps are distributed by 1:50,000 scale map sheets with a minimum mapping unit of 4 hectares.
664.5 KB of research data and analysis on cross-protection between malaria and babesia parasites in mice. The study by Iqra Zafar, published on figshare under CC-BY-4.0, investigates how a non-lethal Plasmodium infection confers innate immunity against lethal Babesia via macrophage activation. Results include survival rates, parasitemia levels, cytokine profiles, and flow cytometry data from co-infected and immune-depleted mice.
The Australian Ocean Data Network provides data on suspended-sediment load transport in a modern coral reef environment. This dataset, collected via mechanical sampling towers and current meters at One Tree Reef, represents the first experiment of its kind in such an environment. It includes measurements of suspended calcium carbonate and water movement across tidal cycles.
One Tree Reef in the southern Great Barrier Reef was monitored for water circulation and sediment flux in March and April 1979. The dataset likely contains measurements of water velocity and suspended-sediment transport across different reef zones, including windward and leeward margins, coral flats, algal flats, and sand sheets. Data was aggregated by the Australian Ocean Data Network.
139 countries' data on agricultural nitrogen use and urbanization from 1961 to 2021, supporting econometric analysis. The dataset and scripts by Sitong Wang enable reproduction of dynamic two-way fixed-effects panel models and visualizations from the associated study. It is shared under a CC-BY-4.0 license on figshare.
State Aquaculture Tasmania Sites contain summaries of Tasmanian aquaculture locations in state marine and estuarine waters. The data has been recorded and submitted to Tasmania's Department of Natural Resources and Environment. The dataset was last updated on 2026-06-16.
Ontario historical statistical data on the value of farm capital, compiled by the Ontario Ministry of Agriculture, Food and Agribusiness. The dataset is no longer collected or maintained and serves as a source of agriculture and food statistics for the province. Data were prepared by ministry staff in cooperation with Statistics Canada and various government departments and farm marketing boards.
13,547 tree stem methane flux observations compiled from 90 published studies, supplemented by 2025 in-situ measurements. Random forest regression models were developed using five key predictors to estimate fluxes, showing a mean R2 of 0.65 for wetlands and 0.64 for uplands. The dataset was created by Pengfei Zhao and last updated in April 2026.
MexFlux network data provides daily average observations from two water-limited shrubland sites in northwest Mexico for 2008-2010. The dataset includes measured and gap-filled evapotranspiration, precipitation, net radiation, soil water content, air temperature, vapor pressure deficit, and NDVI. It is produced by the National Aeronautics and Space Administration (NASA).