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Cell biology, microbiology, ecology, biodiversity, species data, evolutionary biology
26,099 datasets
Geoscience Australia Data produced this dataset from an integrated analysis of biological and geoscientific data collected from the nearshore marine environment of the Vestfold Hills. A 48 km2 area was surveyed using a multibeam echosounder system to produce high-resolution bathymetry and backscatter maps, with epibenthic community data obtained from towed underwater video. The research provides a spatial framework for managing the Vestfold Hills nearshore environment and a baseline for assessing environmental change.
Fine-scale habitat maps of the seafloor at Mount Gardner, Western Australia, produced by combining hydroacoustic mapping and video ground-truthing. The maps show the extent of substrate types and biotic formations across approximately 1,500 km² of mapped seafloor.
Answerable-or-Not is an open-source dataset for training deep learning models to determine prompt answerability. It contains 2,440 labeled textual prompts curated based on a hierarchical safety taxonomy, with 40 prompts per category. The dataset was created by kalyannakka and last updated on Hugging Face in April 2026.
Replication data from a study on the spatio-temporal dynamics of habitat use and prey relationships of a diving duck. The dataset includes four zipped folders and three files, with a README.md file providing detailed metadata and instructions for replicating the paper's results. Author Kasper J. Meijer published it via DataverseNL, with a last recorded update in May 2026.
Experimental data from co-immunoprecipitation, peptide arrays, and protein structure analyses identified two binding sites in the cellular prion protein (PrP^C) for the N-methyl-d-aspartate receptor (NMDA-R). The dataset, 11.1 KB in size, was authored by Joshua E. Mayfield and last updated on March 19, 2026.
Joshua E. Mayfield's research data from 2026 identifies two specific binding sites in the cellular prion protein (PrP<sup>C</sup>) for the NMDA receptor. The dataset, 30.3 KB in size, is derived from co-immunoprecipitation experiments, peptide arrays, and protein structure analyses using HEK293T cells. It is shared under a CC-BY-NC-4.0 license on figshare.
Geoscience Australia collected multibeam sonar backscatter data for Middleton and Elizabeth Reefs in the Lord Howe Marine Park from 31 January to 6 February 2020. The survey provides baseline benthic habitat information for the National Park and Recreational Use Zones, supporting a 10-year marine park management plan (2018-2028). Data includes two bathymetry grids at 4-meter spatial resolution, derived from a Kongsberg EM 2040C HD sonar system.
A panel dataset of Chinese A-share listed firms from 2007 to 2024, sourced from CSMAR and CNRDS. It includes firm financials, governance structures, supply chain efficiency, female Top Management Team representation, and AI adoption metrics. The dataset was published by author Rui Du in March 2026.
Loaded with satellite telemetry data from 25 New Zealand sea lions of various age and sex classes from Campbell Island/Motu Ihupuku. It records dive depth, duration, and location to analyze behavioral differences related to age, sex, time of day, and water depth.
NOAA's Coral Reef Ecosystem Program collected calcification rate data from Calcification Accretion Units deployed across American Samoa and the Pacific Remote Island Areas in 2010 and 2012. The dataset measures carbonate accretion by crustose coralline algae and corals over 2-3 year deployments to assess impacts of ocean acidification. Data is accessible via the NOAA National Centers for Environmental Information Ocean Archive.
The Pacific Islands Fisheries Science Center recorded sightings of marine species of interest during towed-diver surveys from 2000 to 2017. Observations include sea turtles, dolphins, eels, rays, seals, and large fish species like humphead wrasse and reef sharks across coral reef habitats in the Hawaiian and Mariana Archipelagos, American Samoa, and the Pacific Remote Island Areas. Data for each sighting likely includes taxon name, number observed, and size in centimeters.
Williams et al. (2009) report on multibeam sonar bathymetry and underwater video data from submarine canyons and seamounts on Australia's southeast continental margin. This comment from Geoscience Australia supports evaluating Marine Protected Area designs and clarifies discrepancies in geomorphic terminology used in the original study. The comment argues the hypothesis that geomorphic features are surrogates for benthic biodiversity was not explicitly tested.
SKI0001 Southern Kangaroo Island Mapping expedition Bathymetry 2022 contains multibeam bathymetry and backscatter data for habitat mapping south of Kangaroo Island. Precision Hydrographic Service Pty Ltd collected the data onboard the Southern Ranger vessel. The survey was conducted from February 3 to February 7, 2022 using a Kongsberg 2040P multibeam echosounder.
Symbiosis island (SI) acquisition is sufficient to generate de novo root nodule-forming endosymbionts, with one-third arising immediately as nitrogen-fixing mutualists. This dataset contains experimental data and R code for a study investigating the genetics and fitness effects of incipient endosymbiosis in Mesorhizobium bacteria. It was authored by Angeliqua Montoya and last updated on April 24, 2026.
10,000+ videos of face presentation attacks using 12+ premium resin masks, custom-manufactured to replicate specific individuals' facial features. This dataset, created by AxonData, is designed for iBeta Level 3 certification testing and was last updated on 2026-04-24.
2026 data from Xubo Tong details the design and testing of BisPA miniature peptidomimetics targeting phosphatidylglycerol. The dataset includes molecular binding affinities, such as a Kd of 1.4 × 10–6 M for BisPA14, and results from in vitro and in vivo infection models. It supports research into resistance-suppressing antimicrobial agents.
A dataset of identified plant microRNAs (miRNAs) published on figshare. The data is provided in an XLSX file sized 864.4 KB and is licensed under CC-BY-4.0. It was authored by Yazhou Chen and last updated on 2026-04-28.
A replication dataset for a research article analyzing factors of revolutionary destabilization. The dataset is 3.3 MB in size, published by Noname Noname on figshare under a CC-BY-4.0 license. It was last updated on 2026-04-22.
3.3 MB CSV file published on figshare in April 2026 as a replication dataset for a research article. The dataset likely contains factors for ranking the importance of revolutionary destabilization in Asian and African countries using machine learning methods. Author attribution is listed as Noname Noname.
Geoscience Australia Data published a legacy dataset titled 'Waterflood susceptibility tests on some core samples from oil reservoirs in Kingfish A-1, Kingfish B-1, Mackerel No. 2 and Mackerel No. 3 in the offshore Gippsland Basin'. The dataset is available on data_gov_au and was last updated on 2026-04-30. No abstract or detailed metadata is available for this legacy product.