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Cell biology, microbiology, ecology, biodiversity, species data, evolutionary biology
26,467 datasets
LAION's Emolia Balanced 5M Subset is a curated collection of approximately 5.26 million speech samples, filtered from the larger 80.5 million-sample Emolia dataset. The subset was created by selecting samples that meet specific emotion score thresholds based on the Emonet taxonomy of 40 emotions. It is packaged as WebDataset-compatible tar shards for direct use in training pipelines and was last updated in April 2026.
Xinya Liang's dataset supports a manuscript on flexible vegetation reconfiguration and flow development in patchy aquatic canopies. The data is stored in a 10.1 KB XLSX file and was last updated on April 13, —. It is shared under a CC-BY-4.0 license on the figshare platform.
North-West Queensland fossil plant specimens documented near Selwyn in the Cloncurry district. The dataset is published by Geoscience Australia Data on the data_gov_au platform and was last updated on 2026-04-30. The available file formats are PDF and HTML, suggesting the data likely contains descriptive reports or catalog entries.
715.7 KB of data supports analysis of pediatric dentistry eConsults in Ontario. Nalia Gurgel-Juarez created this dataset to examine how remote specialist guidance supports primary care providers in children's oral health. It was last updated in April 2026.
Wordscapes Wildlife ALL Animals Stats contains data on every animal in the Wordscapes Wildlife game. The dataset includes per-level attributes such as hearts, bonuses, egg groups, and rarity. The author, organization, and last update date are unknown.
67.5 MB of supplementary video files showing experimentally evolved phenotypes of Klebsiella pneumoniae biofilms. The dataset was authored by Linus Sandegren and last updated on April 14, 2026. It is hosted on figshare under a CC-BY-4.0 license.
A 28.0 MB document presents research on the role of pre-transplant aerobic exercise in improving glycemic outcomes after marginal islet mass transplantation in rats. The study, authored by Jordan Wong, offers preliminary findings supporting further investigation into prehabilitation for islet transplantation. It was last updated in April 2026.
Habitat suitability was assessed for the Bay of Quinte Area of Concern at a 3-meter grid resolution. The data models different fish life stages (spawning, nursery, adult) from 1972 to 2011, with suitability values scaled from 0 to 1 and classified into four classes. The final maps for each guild-life stage combination represent maximum suitability values from the 39-year period modeled.
Landsat-derived daily fractional snow cover estimates for the North Slope of the Arctic National Wildlife Refuge in Alaska. The data was processed from the Level-3 fSCA product for 2000–2017, masked for cloud cover, aggregated to bimonthly medians, and interpolated to a daily time step. The final raster stack includes the calculated 'last snow day' for each pixel.
Jennifer Michel's dataset investigates organic matter decomposition in soils planted with winter wheat (Triticum aestivum var. Asory). The study uses a controlled Ecotron setup with two soil types and three simulated climates (2013, 2068, 2085), measuring decomposition via the tea bag index, soil pore water, microbial biomass, gene abundance, and respiration. Findings indicate lower decomposition rates in planted soils, suggesting plant-microbe competition, and highlight the roles of fungi and soil humidity over bacteria and temperature.
981.0 KB PDF authored by Chenyang Lu in March 2026. This review outlines the properties, isolation techniques, and therapeutic applications of plant-derived extracellular vesicles. It compares PDEVs to mammalian vesicles and discusses challenges for clinical translation.
724 patients undergoing their first orthotopic liver transplantation at the Medical University of Vienna between January 2004 and December 2019 were studied. Paul Lichtenegger authored this retrospective analysis linking perioperative hemoglobin concentrations to postoperative acute kidney injury and mortality. Higher hemoglobin levels were associated with a lower probability of AKI (OR 0.847; P < 0.001), and stage 3 AKI was linked to increased mortality.
A dataset from the EU Open Data platform concerning the planting of trees on dunes to prevent spraying, likely a method for coastal stabilization. The data is provided by the Dutch Ministry of the Interior and Kingdom Relations. The temporal coverage and specific geographic scope are not detailed in the available metadata.
One of ten beam trawl surveys investigating catches of anglerfish and hake in the Celtic Sea and Western Approaches. The survey also examined bycatches of other species and tested an environmental panel designed to reduce bycatch of organisms and debris. Data was collected under the Fisheries Science Partnership, aggregated by the Government Digital Service.
One of ten beam trawl surveys conducted in the Celtic Sea and Western Approaches during 2008/09. The survey investigated catches of anglerfish and hake (*Merluccius merluccius*) and examined bycatches of other species. It also tested the effectiveness of an environmental panel designed to reduce bycatch of organisms and debris.
Station data from a July 1973 plankton survey of the English east coast, conducted from the RV Corella. The dataset records fish eggs and larvae collected using a 20-inch unenclosed High Speed Plankton Sampler. Analysis results, consisting of plankton identification counts, are available only as paper records.
A collection of fish otoliths (ear bones) and scales, which are hard structures used for determining age. The samples were gathered from market sampling, research and commercial vessel cruises, and tagged fish recaptures. The dataset is provided by the Government Digital Service via the EU Open Data platform.
A series of cruises carried out in the Irish Sea from 2006 to 2008 by the Centre for Environment, Fisheries and Aquaculture Science. The data consists of analysis results from fine mesh (PUP) net samples, including counts of identified zooplankton, associated positional data, and volumes filtered.
Satellite derived bathymetry data created as part of the Darwin Plus funded project 'Mapping Anguilla’s ‘Blue Belt’ Ecosystem Services'. The project developed local capacity for marine resource assessments and delivered guidance for combining satellite and acoustic surveys. The data is provided by the Government Digital Service via the eu_open_data platform.
Anthony W. J. Bicknell's research assesses the fine-scale proximity effect of offshore wind turbine foundations on demersal fish. The dataset likely contains measurements of fish abundance, biomass, and size for species like haddock and flatfish at distances up to 250 meters from turbine structures. It was published on figshare under a CC-BY-4.0 license in March 2026.