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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
49,576 datasets
A 2-meter horizontal resolution bathymetry DEM underpins this seabed feature map for a subset of Zeehan Marine Park. The University of Tasmania conducted the multibeam survey for Parks Australia, and Geoscience Australia's semi-automated GIS tools were applied to classify morphology and geomorphology. The classification follows a nationally consistent scheme, with interpretations informed by backscatter intensity and seabed imagery where available.
Beagle Marine Park in south-eastern Australia contains geospatial data on seabed morphology and geomorphology. The dataset was created using a two-step classification system applied to bathymetry digital elevation models, supplemented by backscatter, imagery, and sediment samples. It is provided by the Australian Ocean Data Network and was last updated in June 2026.
Landsat Thematic Mapper satellite imagery of the United Kingdom, acquired between 1984 and 1990, forms this processed geospatial mosaic. The data is presented at a native 30-meter resolution and has been contrast-enhanced by the BGS Remote Sensing Section to highlight geological and geomorphic features. Winter imagery with infrared wavelengths was selected to accentuate landscape topography under low sun angles.
A 1:50,000 scale digital map from the British Geological Survey shows areas in Britain at greatest risk from inland river and coastal/estuarine flooding. The map is based on observation of geological deposits and identifies main floodplain areas, serving as a complementary tool to Environment Agency flood risk maps. It does not account for man-made influences or low-lying areas without past geological evidence of flooding.
A geological reconnaissance of the northwest Australian continental shelf conducted by the Bureau of Mineral Resources during two cruises in late 1967 and 1968. The survey covers a 1200 km region from Barrow Island to beyond Scott Reef, describing shelf and upper slope sediments and mapping their distribution. The compilation incorporates shallow seismic profiles, echograms, hydrographic soundings, and sea-bed sediment notations from charts.
Geoscience Australia produced geospatial maps classifying seabed features in the Coral Sea Marine Park. A two-step national classification system was applied to bathymetry data, supplemented by backscatter and seabed imagery. The maps cover Flinders Reefs and the upper mesophotic zone of Cairns Seamount.
Three distinct official grids for calculating deductible professional travel expenses in France for the 2026 tax year. The dataset likely contains the structure and application rules for thermal car, two-wheeler, and electric vehicle allowance grids, published by ministerial order. It was uploaded by tresor kaya to figshare in May 2026 under a CC-BY 4.0 license.
Survey results exploring Acadian identity definitions, perceived benefits from the Bay of Fundy's dykeland system, and stakeholder perspectives on coastal adaptation decisions. Data was collected via the Qualtrics XM Platform between August 2024 and May 2025 and cleaned in July 2026. The dataset was authored by Alexandre Legault and is hosted on the Borealis Harvested Dataverse.
S. B. Parida published a dataset of 200 data points on 2026-06-02, derived from numerical simulations of electromagnetohydrodynamic (EMHD) flow. The data supports the training and validation of an Artificial Neural Network (ANN) model for predicting skin friction, Nusselt number, and Sherwood number in a trihybrid nanofluid system. The dataset is small at 50.3 KB and includes results from simulations considering variable viscosity, viscous dissipation, and convective boundary conditions.
An inventory and GIS-based model of gravitational natural processes within Austria's Gesäuse National Park. The data was compiled through extensive literature research from sources like books, photos, and archives, and stored in a dedicated GRANAT database. Modelling of avalanche, debris flow, slide, and rockfall events was performed for the entire project area, which covers approximately 110 square kilometers.
January 2026 survey data from 2,591 German adults aged 18-74 on wearable device usage and adoption motivations. The dataset was created by André Hajek and includes statistics on current use of smartwatches, fitness trackers, and other devices, as well as factors motivating future use. It was last updated on June 2, 2026.
Geoscience Australia's Pilot Project evaluated creating a national, open-file industry drillhole geochemistry dataset from March to June 2025. The project produced a cleaned and validated compilation of multi-element geochemical data for Western Australia and a proposed data architecture for a national scale compilation. Key outputs include modular Python code for data cleaning and a business case review of state and territory geological survey holdings.
GEODATA TOPO 2.5M 2003 is a national seamless vector dataset representing the Australian landscape at a 1:2.5 million scale. The product consists of eleven data layers, including built-up areas, contours, drainage, and transport networks, derived from higher-resolution 250K series data. It was developed by Geoscience Australia according to GEODATA standards and supersedes the 1998 version.
A study of hierarchical USY zeolite preparation via surfactant/ammonia post-treatment at temperatures from 40–135 °C. The dataset likely contains material properties like surface area (324–418 m² g⁻¹ mesoporosity, 413–363 m² g⁻¹ microporosity) and catalytic performance metrics for phenol alkylation with isopropanol. The data was authored by Cristina Molina and harvested from e-cienciaDatos Dataverse, with a last update timestamp of 2026-07-19.
Four performance indicators for UK further education providers, updated as data becomes available. The Department for Education publishes learner satisfaction, employer satisfaction, learner destinations, and success rates at the provider level. This dataset is designated as Official Statistics not designated as National Statistics.
Argo Australia contributes to a global partnership collecting ocean data from over 3,000 autonomous floats. Each float records temperature and salinity profiles from the upper 2000 meters approximately every 10 days, transmitting data via satellite. The dataset includes observations from the oceans surrounding Australia, maintained by the Australian Ocean Data Network.
Joanna Iranowska's dissertation from the University of Oslo investigates the ontology and creation of digital copies at the Munch Museum in Oslo, Norway. The work uses ethnographic analysis, material semiotics, and actor-network theory to examine reproductions of oil paintings, letter facsimiles, and souvenirs. It frames digitization as a copying practice involving networks of human and non-human actors.
Data from the GOES-15 geostationary satellite centered around Tucson, Arizona, used for intra-hour cloud index forecasting. The dataset includes cloud index fields, wind fields from a WRF model, and dense optical flow cloud motion data derived from satellite images for specific days in 2014. It was created by Travis M. Harty of the University of Arizona to support the paper 'Intra-hour cloud index forecasting with data assimilation.'
Three printed map sheets (Rowley Shoals, Scott Reef, and Arafura Sea) by early 1974, with two further sheets in progress, document the systematic reconnaissance geological survey of the continental shelf initiated by the Bureau of Mineral Resources. The results are published in the BMR Bulletin series, accompanied by 1:1,000,000 lithofacies maps of the shelf sediments. Users should refer to Bulletin 83 (GeoCat #163) for interpretation, as the map does not distinguish between modern sediments and relics of earlier depositional regimes.
Six sedimentary cycles, each hundreds of metres thick, have been identified in the Surat Basin, corresponding to nine global sea-level oscillations. The cycles, from the Jurassic and Cretaceous periods, are described in a document from the Australian Ocean Data Network, last updated in 2026. The data likely contains detailed geological interpretations of depositional environments and their relationship to eustatic changes.