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Crop yield, soil data, pest surveillance, livestock, food composition, precision farming
17,770 datasets
Victoria's soil clay percentage maps provide prediction and confidence interval values at a 90-meter grid resolution for six depth intervals up to 200 cm. The Department of Energy, Environment and Climate Action produced these digital soil maps using spatial interpolation, following GlobalSoilMap specifications. The data was last updated on April 27, 2026.
A set of Digital Soil Maps provides mean, 5th, and 95th percentile prediction values for soil field capacity percentage across Victoria. The grids, produced by the Department of Energy, Environment and Climate Action, offer predictions at a 90-meter resolution for six depth intervals from 0 to 200 cm. The methodology is based on the Australian Soil and Landscape Grid and aligns with GlobalSoilMap specifications.
Four linked modules for classifying site suitability, selecting optimal locations, calculating sustainable holding capacity, and performing economic appraisals for cage aquaculture. The tool was developed by the Australian Ocean Data Network but is no longer supported as software. Its algorithms are specified in referenced papers to facilitate re-implementation in languages like Python or R.
A 2026-updated set of digital soil maps for the state of Victoria, produced by the Department of Energy, Environment and Climate Action. The dataset provides mean, 5th, and 95th percentile prediction values for soil pH (in a 1:5 soil-water solution) across six depth intervals, from 0-5 cm to 100-200 cm. The grids are designed to meet GlobalSoilMap specifications and are based on methodology refined by the Australian Soil and Landscape Grid.
A set of Digital Soil Maps providing mean, 5th, and 95th percentile prediction values for soil wilting point percentage across Victoria. The grids, produced by the Department of Energy, Environment and Climate Action, offer predictions at a 90-meter resolution for six depth intervals from 0 to 200 cm. The methodology is based on the Australian Soil and Landscape Grid and aligns with GlobalSoilMap specifications.
A 1.9 MB document containing supplementary material for a study on the tumor microenvironment in hepatocellular carcinoma. The material, uploaded by figshare admin karger on June 3, 2026, supports research characterizing pro-tumor macrophages in VETC+ HCC cases using spatial transcriptomics. It includes findings on specific gene upregulation and potential therapeutic targets.
8,304 UK adults participated in annual surveys from 2008/09 to 2018/19, tracking their consumption of low-calorie sweetened products. The study, authored by Mathuramat Seesen, analyzed associations between sweetener intake and consumption of free sugar, energy, and processed foods. Findings show that while sweetener consumption increased over the period, it did not align with more beneficial dietary patterns.
2008 data from the North American Carbon Program Regional Synthesis contains originally-submitted observation measurements, terrestrial biosphere model outputs, and inverse model simulations. It provides nine data packages of remote sensing and ground measurements (including MODIS GPP, NPP, and FIA forest biomass) and results from 19 terrestrial biosphere and eight inverse models. The data was contributed by various investigator teams and archived by NASA's ORNL DAAC.
Particle size distributions from 0.55 to 100 microns were measured by the Clouds, Aerosol and Precipitation Spectrometer and the Precipitation Imaging Probe. This dataset contains images and ASCII tables collected during the NASA African Monsoon Multidisciplinary Analyses field campaign from August 19 to September 12, 2006. The mission, based in the Cape Verde Islands, aimed to characterize African Easterly Waves and Mesoscale Convective Systems over western Africa.
2010-2020 satellite data compares forest extent agreement across Mexico using seven remote sensing products at 10-30 meter resolution. The dataset, provided by NASA, combines maps from ESA, Globeland30, CEC, Impact Observatory, NEX-TC, Hansen-TC, and GFCC-TC into a unified cloud-optimized GeoTIFF. It includes a shapefile for mainland Mexico.
Montreal's municipal food inspection results, detailing activities carried out under delegated authority from the Quebec Ministry of Agriculture, Fisheries and Food. The work involves a team of nearly forty specialists inspecting, advising, and analyzing food safety in establishments across restaurant, retail, processing, distribution, and storage sectors. The dataset is provided by the Government and Municipalities of Québec and was last updated in April 2026.
Sheryl R. Haut authored a systematic review synthesizing neurophysiologic evidence on time to loss of consciousness in cattle during slaughter with and without stunning. The review, published on figshare in May 2026, includes nine studies assessed for risk of bias using ROBINS-I. It focuses on electrophysiologic methods like EEG and ECoG to quantify the interval between incision and loss of consciousness.
A systematic review synthesizing neurophysiologic evidence on the time to loss of consciousness in cattle during slaughter with and without stunning. The document, authored by Sheryl R. Haut, includes a methodological overview and analysis of nine studies identified through a PRISMA-guided search of databases through December 2025. It reports electrophysiologic markers consistent with loss of consciousness occurring between 4.4 and 13 seconds after incision.
A review document summarizes therapeutic properties of watermelon and its by-products (seed and rind). The literature was extracted from peer-reviewed research published between 2020 and 2025. The document is authored by Shehnshah Zafar and is available as a 668.1 KB DOCX file.
An 11.3 MB dataset by Xiuyu Cao, last updated May 2026, provides an independent validation of commercial aboveground biomass density estimates from terraPulse, Inc. The validation uses US Forest Service FIA data aggregated to 64,000-hectare hexagons and county scales across three western US states. It reports strong agreement metrics, including an R² of 0.88 at the hexagon scale.
Mbam et Kim division, Cameroon, is the focus of this dataset on 120 smallholder cocoa farmers. It examines the association between formal market contracts and the adoption of agroecological practices, measured by a weighted Agroecological Implementation Index. The data was collected by Hawa Garba Hamamata and last updated in May 2026.
A summary table from a biomedical review article on macrophage dysregulation in inflammatory bowel disease (IBD). The dataset was uploaded by author Yuanyuan Yang to figshare and last updated on 2026-05-21. It is a 10.9 KB XLSX file.
OpenStreetMap exports provide geospatial data on sea ports and ferry terminals in Angola, tagged via `amenity`, `building`, or `port` keys. The Humanitarian OpenStreetMap Team (HOT) maintains this export on HDX, last updated on 2026-05-10. Data completeness likely varies by region, with urban areas typically better mapped than remote locations.
Opticomm Pty Ltd Anticipatory Notice given on 30 June 2025 for 10 project areas. The dataset lists project locations, estimated completion dates, and contract details, sourced from the Australian Communications and Media Authority's SIP Register. It was last updated on 19 May 2026.
A 365-day study of antibody kinetics in cattle vaccinated against foot-and-mouth disease, hemorrhagic septicemia, and black quarter. Thirty cattle were allocated into groups with different vaccination histories and booster schedules, and blood samples were collected at five intervals post-vaccination. The dataset was created by Rajeev Ranjan and published on figshare under a CC-BY-4.0 license.