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Crop yield, soil data, pest surveillance, livestock, food composition, precision farming
19,247 datasets
5.5 KB of tabular data comparing the performance of the proposed ECL-RTDETR model against a baseline for rice disease detection. The dataset, authored by Yaojun Zhang and last updated on June 3, 2026, likely contains metrics from experiments showing improvements in accuracy, speed, and computational efficiency. The model enhancements include an EfficientViT backbone, CARAFE upsampling, and LDConv in the neck network.
A small dataset of training parameters for the ECL-RTDETR model, an enhanced RT-DETR-based system for detecting rice diseases. The dataset was authored by Yaojun Zhang and last updated on June 3, 2026. It is a 5.5 KB XLS file shared under a CC-BY-4.0 license on figshare.
5.5 KB of experimental configuration data supporting the ECL-RTDETR model, a computer vision system for detecting rice diseases. The dataset, created by Yaojun Zhang and last updated in June 2026, likely contains parameters and settings used to achieve reported performance gains of 0.7% [email protected] and 22.2 FPS speed increase over a baseline model.
A correspondence dataset of rice disease labels, likely used for training and evaluating the ECL-RTDETR detection model described in the associated research. The dataset was authored by Yaojun Zhang and last updated on June 3, 2026. It is a small dataset, 5.5 KB in size, and is available in XLS format.
A dataset compiled by D.G. Crosby of the University of California, Davis, focusing on the industrial biocide Pentachlorophenol (PCP). It covers PCP's corrosive and toxic nature, its degradation pathways, and the presence of highly toxic neutral impurities like chlorinated dioxins and furans. Analytical methods for detection at environmental levels below 1 part in 10^9 are referenced, alongside evidence of widespread residues in food, water, and human urine.
A scientific paper discusses the global industrial use and environmental behavior of pentachlorophenol (PCP). The work by D.G. Crosby from the University of California, Davis details analytical methods for detecting PCP residues in food, water, and human urine, often at concentrations between 1:10^8 and 1:10^10. It also highlights the presence and toxicity of impurities like chlorinated dioxins and furans in technical PCP products.
October 2016 pitfall trap data collected along animal trails in the north-western Simpson Desert, Queensland. The dataset quantifies food availability and selectivity for the lesser hairy-footed dunnart and wolf spiders, with invertebrates identified to Order or Family and grouped into seven size classes. Data was used for ANOVA, NMDS, and PERMANOVA analyses to test hypotheses about dietary overlap and encounter rates.
Fifty-eight open-pollinated progeny arrays from three natural populations of Eucalyptus gracilis were genotyped at eight microsatellite loci and planted in a reciprocal transplant trial. The dataset, part of a PhD project at the University of Adelaide, measures family establishment rates to study mating system parameters and fitness. It provides evidence supporting the constrained inbreeding hypothesis, showing higher fitness in seed families with more multiple paternities.
A large-scale randomized community intervention evaluating the Nutrition Enhancement Program for child nutrition in Senegal. The dataset likely contains records from the randomized trial, including treatment assignment and outcome measures such as weight-for-age. The analysis was conducted by Sebastian Linnemayr and published by Harvard University Press.
Estimates of carbon storage and carbon-equivalent albedo impacts for US forests are derived from USDA Forest Service field measurements on approximately 125,000 forested plots. The data, compiled by US Forest Service researchers, includes standard error for carbon storage and asymmetrical uncertainty bounds for albedo impacts. Soil organic carbon is omitted, but all other above- and below-ground carbon pools are included.
United States and global data on acute gastroenteritis, including over 1.5 million outpatient visits and 200,000 hospitalizations annually among U.S. children. This report from the University of North Carolina at Chapel Hill updates 1992 CDC guidelines, reviewing oral rehydration therapy, zinc supplementation, and nutritional support. It was developed by specialists with CDC consultation, based on a literature review including MEDLINE searches.
PATHWAY-27 is a multi-centre, randomized, double-blind pilot dietary intervention study. The data contains serum triglycerides, HDL cholesterol, blood pressure, and other biomarkers measured at recruitment, day 1, and day 28. Samantha Sutulic from the University of Leeds is the author of this Open Access dataset.
The Kuta Formation is a limestone deposit in Papua New Guinea's Central Highlands, positively dated as late Norian or Rhaetian (Late Triassic). Fossils identified include the conodont Misikella posthernsteini, the ammonite Arcestes cf. sundaicus, bivalves, and brachiopods like Clavigera. This assemblage, hosted by the Australian Ocean Data Network, establishes the formation as the youngest known Triassic formation in the region.
Leeds City Council provides information about temporary event notices, which are one-off permissions for events involving activities like serving food or selling alcohol. The dataset is published under the OGL-UK-3.0 license. It was last updated on 2026-07-08.
Three real agricultural machinery trajectory datasets used to validate a novel classification method. The data was used in a study by Weixin Zhai, achieving an average F1-score improvement of 12.16% over existing methods. The dataset was last updated on May 12, 2026.
LBA-ECO TG-07 provides ground-based biometry data from a 1997 survey of four plots totaling 392 hectares in the Tapajos National Forest, Brazil. It estimates a total biomass density of 372 Mg ha⁻¹, with trees over 35 cm DBH accounting for about half of this total. The dataset includes propagated error analysis and sampling simulations, focusing on quantifying above- and below-ground biomass for carbon cycle research.
Seismic reflection profiles over the southwestern margin of the Exmouth Plateau indicate rocks from the Permian to Early Tertiary period form bedrock on the lower continental slope. Water depths in the study area range from 1400 to 4000 meters. The dataset, sourced from the Australian Ocean Data Network, describes probable outcrops of fluvial, deltaic, and marine sedimentary rocks.
300,000 km of inland southeastern Australia's Murray Basin is described in this geological summary from the Australian Ocean Data Network. The document details a thin Cainozoic sediment sequence up to 600 meters thick, containing aquifer systems linked to regional salinity problems. It outlines a structural and stratigraphic framework developed over the past 60 million years.
427 women's clinicopathological data were used to train machine learning models for predicting breast cancer recurrence and mortality. The study, authored by Isabella Cristina Cazagranda, demonstrates a 24.12% improvement in model prediction quality when pesticide exposure is included as a risk factor. The dataset was last updated on June 3, 2026.
SAFARI 2000 Soil Properties, Moisture, and Temp., Skukuza and Mongu, 1999-2001 contains in-situ measurements from two flux tower sites in Zambia and South Africa. NASA deployed sensors to collect soil moisture and temperature profiles to depths of 125 cm, surface radiometric temperature, and analyzed soil samples for physical properties. The dataset covers the period from August 1999 to December 2001.