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Image classification, object detection, segmentation, face recognition, OCR, image generation, video understanding
14,633 datasets
11 bathymetry grids of the Jervis Bay seabed produced from processed EM3002 data. Geoscience Australia acquired the data during marine surveys in 2007, 2008, and 2009 using the RV Kimbla, focusing on a 3x5 km grid and additional representative habitats. The dataset includes colocated sampling for sediment and infauna analysis, underwater video, photography, and tide/current measurements.
2,651 academic papers on nursing and infection control, published between 1974 and 2022, were analyzed using Latent Dirichlet Allocation topic modeling. The study by Dajung Ryu, published on figshare in 2026, identified four core themes, including epidemiological investigation and infection control leadership. The results provide a structured analysis of research trends and knowledge evolution in this healthcare domain.
17,389 images of snakes, split into 5 generic classes for classification tasks. The dataset is structured with 13,908 training images and 3,481 validation images, representing a 20% split. It was uploaded by author 'shravya11' to Hugging Face and last updated on 2026-06-03.
Acoustic Doppler Current Profiler (ADCP) data collected during the RV Investigator voyage IN2023_V02, which investigated a submarine landslide offshore western Tasmania. The voyage took place between March 24, 2023 and April 30, 2023, departing from and returning to Hobart. Data were collected using RDI Ocean Surveyor instruments, processed with CODAS, and archived by CSIRO's National Collections and Marine Infrastructure.
5.5 KB of economic modelling data for workplace mental wellbeing interventions, estimating UK employer costs at £51 billion annually. The model, created by Karina Watts and last updated in April 2026, generates hypothetical case studies to calculate incremental costs and savings per employee. It compares several interventions against 'no intervention' using a cost-consequence model with a one-year horizon.
Karina Watts developed an economic model to assess costs and benefits of workplace mental wellbeing interventions. The model generates hypothetical case studies with varying levels of absenteeism, presenteeism, staff turnover, productivity, and replacement costs. It was last updated on 2026-04-29 and is available as a 5.5 KB XLS file under a CC-BY-4.0 license.
UK-focused economic modelling data assessing costs and benefits of workplace mental wellbeing interventions. The dataset, authored by Karina Watts and last updated in April 2026, contains a series of hypothetical case studies generated by a cost-consequence model with a one-year time horizon. It compares several interventions against 'no intervention' to calculate incremental costs and cost savings per employee.
A UK-focused economic model assesses costs and benefits of workplace mental wellbeing interventions. The dataset contains results from a cost-consequence model with a one-year horizon, generating hypothetical case studies. It was authored by Karina Watts and last updated on 2026-04-29.
A 63-day anaerobic laboratory incubation of soils from three high-elevation wetlands at the Niwot Ridge LTER site measured redox-active organic matter reduction, methane, and carbon dioxide production. The dataset includes microbial community composition analysis and shows the SAW wetland produced significantly more methane (~350 μmol C g⁻¹ dw soil) than the PSL (~25 μmol C g⁻¹ dw soil). It was authored by Annalise K. Schroeder and last updated on 2026-04-20.
Geoscience Australia Data provides a record of an official visit to government, oil, and survey companies in the U.S.A. and Canada between January and March 1961. The report details discussions on aeromagnetic data interpretation techniques for oil exploration and includes notes from a course at the U.S. Geological Survey. It also covers ancillary topics like rock magnetic properties, sedimentary rock analysis, and gravity data interpretation.
A mesocosm experiment dataset investigating the combined effects of warming, surface runoff pollution, and food web simplification on freshwater ecosystems. The data was generated by Chenghao Du using 48 large-scale field mesocosms and published under a CC-BY-4.0 license. It was last updated on figshare in May 2026.
The Historical Arctic Rawinsonde Archive (HARA) contains millions of vertical atmospheric soundings from land stations north of 65 degrees North. It provides temperature, pressure, humidity, and wind data from the beginning of records, with most starting in the late 1950s and a few as early as 1947, through mid-1996. The dataset is maintained by the National Aeronautics and Space Administration.
Natural Resources Canada provides a dataset of optical and scanning electron microscopy images of sandstone samples from the Lower Ordovician Theresa Formation in Ottawa, Ontario. The dataset includes photomicrographs and backscattered electron micrographs from five borehole cores sampled near a specific stratigraphic boundary. Data was last updated on 2026-05 04 19:11:57.779876.
A qualitative case study dataset examining knowledge management in a public organization. It includes analysis of 134 publicly available knowledge products and transcripts from 14 semi-structured interviews with officials. The dataset was created by Joadine Freeman and last updated in April 2026.
North Carolina statewide field validation data compares three automated detection methods for mobile home parks. The dataset includes field observations from windshield surveys, modeling inputs, and probabilistic confidence scores developed from the evaluation. It was created by Heerae Lee and last updated in June 2026.
78 Gambung green tea samples were analyzed using six gas sensors (TGS822, TGS2602, TGS2620, MQ138, MQ5, MQ3). Each sample was observed three times, generating 60 data records per sensor reading session. The data was labeled for quality standard and organoleptic score by a tea tester referencing the Indonesian National Standard SNI 3945:2016.
Geoscience Australia data presents findings on thermogenic hydrogen generation from organic matter in source rocks. The study includes samples from the Permian Patchawarra Formation (Cooper Basin, Australia), the middle Cambrian Arthur Creek Formation (Georgina Basin, Australia), and additional mature marine source rocks from Europe and the USA. Research methods include high-resolution mass spectrometry and open-system pyrolysis experiments to model hydrogen generation kinetics.
Original and unprocessed experimental data supports research on organic matter accumulation in saline lakes. The 185.7 KB XLSX file contains geochemical test results and isotopic composition measurements. Zhifu Wei published the dataset on figshare in May 2026.
Moroccan essential oils from Origanum compactum, Eucalyptus camaldulensis, and Cedrus atlantica were analyzed via GC/MS. The dataset includes compound profiles, antifungal activity results against multiple strains, and anticorrosive inhibition efficiency percentages up to 99%. Author Rabab Ez-Zriouli published the data on figshare under a CC-BY-4.0 license, last updated in April 2026.
Nine coastal reference stations around Australia, including sites in Tasmania, South Australia, Western Australia, Northern Territory, Queensland, and New South Wales, provide this dataset. It contains results from phytoplankton pigment composition analysis of water column samples collected monthly, with sampling beginning between 2008 and 2010 and ongoing at seven sites. The data is managed by the Australian Ocean Data Network as part of the Integrated Marine Observing System (IMOS).