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Crop yield, soil data, pest surveillance, livestock, food composition, precision farming
17,905 datasets
Brimbank City Council's street tree inventory includes location and botanical attributes. The dataset, provided by Brimbank City Council - GIS, was last updated on 2026-04-23. It likely contains attributes such as genus, species, common name, height, and spread for each tree.
Brimbank City Council's GIS dataset catalogs trees in the council's open spaces. It includes attributes such as genus, species, common name, height, and spread, along with location data. The dataset is provided under a CC-BY-2.5 license with a last recorded update in April 2026.
A supplementary document for a study introducing the CXCL9/SPP1 polarity axis for tumor-associated macrophages in non-small cell lung cancer. The research integrated single-cell and bulk transcriptomic data to identify four TAM subpopulations and constructed a six-gene prognostic model using machine learning. The file, authored by Houqiang Li, was last updated on 2026-04-17.
A six-gene prognostic model for non-small cell lung cancer (NSCLC) patients, constructed using 101 machine learning algorithms. The dataset likely contains gene expression signatures related to the CXCL9/SPP1 polarity axis in tumor-associated macrophages, enabling patient risk stratification. Author Houqiang Li published this data on figshare under a CC-BY-4.0 license, with a last update in April 2026.
A six-gene prognostic model for non-small cell lung cancer patients, constructed from single-cell and bulk transcriptomic data using 101 machine learning algorithms. The dataset, published by Houqiang Li on figshare, stratifies patients into high-risk and low-risk groups based on the CXCL9/SPP1 polarity axis in tumor-associated macrophages. It was last updated on 2026-04-17.
A dataset supporting research on tumor-associated macrophage polarity in non-small cell lung cancer. It is based on the integration of single-cell and bulk transcriptomic data, identifying four TAM subpopulations and a six-gene prognostic signature. The dataset was created by Houqiang Li and last updated on 2026-04-17.
A 10.2 KB Excel file by Houqiang Li, last updated April 17, 2026, presents data from a study on tumor-associated macrophages in non-small cell lung cancer. The research introduces a functional framework based on the CXCL9/SPP1 expression ratio, identifying four distinct TAM subpopulations. It details a validated six-gene prognostic signature constructed using 101 machine learning algorithms for patient risk stratification.
One Fisheries Science Partnership survey series aims to show trends in the distribution, abundance, and age composition of sole and plaice in the Western Channel. The survey recorded positional, depth, and time data at each station and collected length distribution data for all fish and shellfish species. Otoliths from sole and plaice provide individual age-at-length information.
A Fisheries Science Partnership survey series focusing on sole and plaice in the Western Channel. The survey recorded station, positional, depth, time, and length distribution data for all fish and shellfish species, with otoliths collected for age determination. It was conducted by the Centre for Environment, Fisheries & Aquaculture Science (Cefas) under an Open Government Licence.
2010-2011 survey data from the Fisheries Science Partnership series focusing on sole and plaice in the Western Channel. The dataset was collected by the Centre for Environment, Fisheries & Aquaculture Science (Cefas) to show trends in distribution, abundance, and age composition. It includes positional, depth, and time information at each station, length distribution data for all fish and shellfish, and otoliths collected for individual age-at-length analysis.
The Western Channel survey, conducted by the Centre for Environment, Fisheries & Aquaculture Science (Cefas) in 2004/05, tracks trends in the distribution, abundance, and age composition of sole and plaice. It likely contains station-level data on shot and haul positions, depths, times, and length distributions for fish and shellfish, with otoliths collected for aging. The dataset was published under the UK Open Government Licence.
UK National Statistics on forestry, released by the Forestry Commission on 24 September 2015. The data includes statistics on woodland area, planting, timber, trade, climate change, environment, recreation, employment, and finance & prices, with some international figures. Where possible, figures are provided for England, Wales, Scotland, and Northern Ireland.
Apiary license sites, including bee farm and range licenses and temporary rights, are managed on Victoria's public and government land. The dataset includes a 'TENURE_ID' field for licensed areas and a 'TENURE_CODE' field specifying the license type and governing Act. It is maintained by the Department of Energy, Environment and Climate Action, with significant data quality updates noted from 2007 and 2009.
Leicester City Council published a dataset on Tree Preservation Orders. The dataset is available in multiple formats, including CSV, JSON, and Parquet. It was last updated on 2026-06-17.
Cristian Bonacic's research dataset investigates the diet of invasive black rats (Rattus rattus) and its overlap with native small mammals in protected temperate forests of southern Chile. The study, conducted over three consecutive winters from 2022 to 2025, analyzed 165 fecal samples pooled into 26 groups for metabarcoding using a multi-marker strategy (trnL, COI, 16S). Dietary breadth and overlap were quantified, revealing black rats consumed 37 plant families, 9 arthropod orders, and eight vertebrate families, including native species.
Southern Chile's temperate rainforests were studied over three consecutive winters from 2022 to 2025. The dataset contains results from 165 fecal samples, pooled into 26 groups, analyzing the diet of invasive black rats and native small mammals using a multi-marker metabarcoding strategy. The research was authored by Cristian Bonacic and published on figshare in 2026.
Federal University of Agriculture, Zuru published an image file related to admissions forms for the 2026/2027 academic year. The 8.3 KB JFIF file was uploaded to figshare by Obogo wilson on May 19, 2026. The description suggests the form is for JUPEB and Diploma programs.
Turkey food price data sourced from the World Food Programme Price Database. The database covers foods such as maize, rice, beans, fish, and sugar for 98 countries and some 3000 markets. It is updated weekly but contains largely monthly data, with historical data going back as far as 1992 for some countries.
World Food Programme Price Database provides food prices for Eswatini, covering items like maize, rice, beans, fish, and sugar. The database spans 98 countries and approximately 3000 markets, with weekly updates primarily containing monthly data. Data collection for some countries began as early as 1992.
World Food Programme Price Database provides food price data for Tanzania, covering items like maize, rice, beans, fish, and sugar. The data is updated weekly but largely contains monthly records, with historical data for some countries dating back to 1992. This dataset is sourced from the WFP's global database covering 98 countries and approximately 3000 markets.