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Crop yield, soil data, pest surveillance, livestock, food composition, precision farming
19,247 datasets
Ammonia emissions data for the year 1990, covering natural and human-made sources worldwide. The inventory includes emissions from domestic animals, wild animals, synthetic fertilizers, biomass burning, biofuel combustion, natural soils, crops, human population, fossil fuel use, industry, and oceans. This dataset was produced by the Global Emissions Inventory Activity (GEIA) under IGBP/IGAC and is hosted by NASA Earthdata.
Circa 1995 land cover classification for South America, produced by the U.S. Geological Survey (USGS) EROS Data Center. It maps five classes: closed forest, open or fragmented forest, other wooded land, other land cover, and water. The data was last updated in the system in December 1996.
Circa 1995 forest cover classification map for North America, produced by the U.S. Geological Survey (USGS) EROS Data Center. It categorizes land into five classes: closed forest, open or fragmented forest, other wooded land, other land cover, and water. The dataset was last updated in December 1996.
A 1995-era land cover map for the Middle East classifies terrain into five categories: closed forest, open or fragmented forest, other wooded land, other land cover, and water. The U.S. Geological Survey EROS Data Center produced it using monthly AVHRR composite imagery. The dataset was finalized in 1996.
Europe's forest cover is classified into five categories: closed forest, open or fragmented forest, other wooded land, other land cover, and water. The map was produced by the U.S. Geological Survey (USGS) EROS Data Center using monthly AVHRR composite images from circa 1995. The dataset was last updated in December 1996.
Five distinct land cover classes categorize Asian forests circa 1995, including closed forest, open forest, and other wooded land. The U.S. Geological Survey EROS Data Center produced this map using monthly AVHRR composite images. Data was finalized and published in 1996.
Five land cover classes delineate Africa's forests circa 1995, including closed forest and open or fragmented forest. The U.S. Geological Survey EROS Data Center produced this map using AVHRR composite imagery. This snapshot reflects the continent's forest status in the mid-1990s.
California growers report irrigation methods and crop acreages in surveys conducted approximately every 5-10 years. The 1991, 2001, 2010, 2016, and 2021 surveys sampled from a list of about 58,000 growers, excluding rice-only, non-irrigation, and livestock-only operations. Data includes reported crop categories, irrigation methods, and the main county of farming.
Microfossils collected from the British Continental shelf, held on single and multi-celled slides and glass slide mounts. The collection includes symbols for distinct geographic units: CSA1-2205 for the Continental Shelf Unit North, CSB1-6047 for the South, and CSC1-7134, CSD1-507, CSE1-6826 for offshore microfossils. Related registers provide sample numbers, borehole details, and locality information.
Public food delivery timing and lateness data published on Kaggle. The dataset likely contains signals related to delivery delays and punctuality. Specific details on volume, origin, and recency are not provided in the available metadata.
A collection of agricultural and climatic variables for manors in medieval England, supporting replication of the study 'The Persistence of the Harvest in Medieval England'. It includes wheat, oat, and barley yields per acre and per seed, alongside variables for sowing rates, livestock counts, precipitation, temperature, and population density. The data is provided in two STATA files with accompanying do-files for replicating specific tables and figures from the original paper.
A collection of wheat, oat, and barley yields per acre and per seed for manors in medieval England, alongside variables like sow rates, livestock counts, climate data, and manor characteristics. It is a replication package for the study "The Persistence of the Harvest in Medieval England" authored by Cliff T. Bekar. The data is provided in STATA format with accompanying do-files for replicating the study's tables and figures.
Featuring agricultural yields for wheat, oats, and barley, measured per acre and per seed, for manors in medieval England. It includes control variables such as precipitation, temperature, population density, and manorial characteristics like soil type and draft animal counts. The data is provided as STATA files with accompanying replication code for the associated academic paper.
NASA EarthData hosts a research dataset from the ANT LIA project investigating mixotrophic microorganisms in the Southern Ocean. The study examines how grazing behavior and metabolic processes shift under iron and manganese deficiency, using culture studies and transcriptomic analyses. Data was contributed by AMD_USAPDC and is scheduled for an update in January 2026.
U.S. Environmental Protection Agency data contains experimental results from in vitro analysis for confirming estrogenic and antiandrogenic pesticide bioactivity using Schild regression. The dataset is associated with a 2025 publication in TOXICOLOGY AND APPLIED PHARMACOLOGY. It is provided in an XLS file format.
PredictingIrrigationNeed-ps-s6e4-dataset is a dataset hosted on Kaggle. Its title suggests it contains data for forecasting agricultural water requirements. Metadata is minimal; the actual content, scale, and origin require verification after download.
Hourly, 4x4 km resolution data across the contiguous United States and Hawaii models sunlight availability for 10 common agrivoltaics configurations. The dataset, produced by the Department of Energy, uses the System Advisor Model to simulate shading patterns from the National Solar Radiation Database. It reports sunlight at 10 ground locations between solar panel rows and provides metrics like power output per acre and farmable land area.
Kaggle hosts a collection of annotated microscopic microplastic samples. The dataset's author, size, and specific creation date are unknown. It is intended for analysis of microplastic particles.
A tabular dataset for binary classification, focusing on the common challenge of imbalanced class distributions. The dataset is sourced from OpenML under a CC0-1.0 license and is intended for demonstrating techniques to handle class imbalance in domains like fraud detection. Specific details on the number of rows, columns, and features are not provided in the available metadata.
A dataset from the OpenML platform with the title 'visualizing_livestock'. No information is available on its contents, size, structure, or origin.