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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
46,429 datasets
Geoscience Australia provides a 30-meter resolution bathymetric grid and derived morphological surface classification for the Kimberley Marine Park. The data supports the management of Australia's network of 58 marine parks, which cover 40 percent of the nation's exclusive economic zone. This release applies a semi-hierarchical seafloor classification scheme based on slope into Plain, Slope, and Escarpment categories.
Volcanic ash samples were collected and analysed following the 2015 eruption of Calbuco volcano in Chile. The dataset includes electron probe microanalysis for major element compositions and grain size analysis conducted with a laser particle sizer. Data was produced under NERC grant NE/N007271/1 and published as a supplement to a 2016 Geophysical Research Letters paper.
A 2013 and 2014 river multibeam and seismic survey collected data at scour sites within the Brahmaputra river basin in Bangladesh. The survey was part of a joint project between the Universities of Birmingham, Southampton, and Exeter, funded by NERC grant NE/I023228/1. The purpose was to collect data to validate the first generic numerical model of scour zone stratigraphy for large rivers.
Experimental data from a brine-CO2 flow-through test conducted on a 45% porosity synthetic sandstone core at the National Oceanography Centre, Southampton, during 2015-2016. The data were collected to assess geophysical monitoring and deformation under simulated shallow North Sea Sleipner-like CO2 storage conditions. The work was part of the DiSECCS project funded by the UK's EPSRC and NERC.
Data from X-ray tomographic analyses of fossil embryos and post-embryonic stages of the Early Cambrian cnidarian Olivooides. The dataset includes raw scan data, segmented slices, Avizo project files, and 3D models for four specimen folders. It was produced under NERC grant NE/J018325/1 and relates to a 2015 publication in the Journal of Paleontology.
October 10 to November 8, 2021 bathymetry survey data acquired for the Australian Hydrographic Office in Hobart, Tasmania. The surface was created from a contracted national reference survey for calibrating multibeam echosounders, processed using QPS Qimera. Separate 32-bit floating point GeoTIFF grids are provided in 0.5m and 1m resolutions for two surveyed sites.
1.5 GB of data from the 2013 active phase of Volcán de Colima, México, collected under NERC grant NE/L000741/1. The dataset comprises SO2 emission measurements from SO2 camera and DOAS instruments, alongside Scanning Electron Microscope images and microprobe data of ash and rock samples. These data were used in the 2015 Earth and Planetary Science Letters paper 'Rapid and slow: Varying ascent rates as a mechanism for Vulcanian explosions'.
Fine-scale geological maps of the UK's continental shelf integrate substrate geology, structural geology, and seabed geomorphology. The British Geological Survey (BGS) produced this data, last updated on 2026-04-09, based on high-resolution bathymetry from the UK Civil Hydrography Programme. Mapping covers areas including Anglesey, Bristol Channel, Dorset, East Anglia, and Offshore Yorkshire.
A 0.5-meter resolution bathymetric survey of Mudjimba Island and its surroundings was acquired for the Queensland Department of Environment, Tourism, Science and Innovation (DETSI) in December 2024. Data was collected using a Reson Seabat T50P sonar system from the MV Jim Peel and processed into a 32-bit floating point GeoTIFF. The Australian Ocean Data Network hosts this dataset, which is intended for benthic characterization, not navigation.
PRANA data outlines intervention areas authorized by the Québec Ministry for annual forest management activities. It is produced by the Government of Québec based on integrated forest management plans to generate expected wood volumes while respecting harmonization measures.
A bathymetry survey for the Australian Hydrographic Office acquired on 12 Dec 2021. The surface was created from a contracted national reference survey between Goods Island and Tuesday Island, collected for calibrating multibeam echosounders. The dataset includes separate 0.5m resolution grids for two surveyed sites in MSL, LAT, and Ellipsoid vertical datum, exported as 32-bit floating point GeoTIFFs.
Two high-resolution bathymetric grids for Gulf St Vincent, South Australia, were created from a 2020 survey for the Australian Hydrographic Office. The data was acquired using Kongsberg multibeam and singlebeam echosounders and processed with Caris HIPS & SIPS. Separate 1-meter resolution GeoTIFF files are provided for two sites in three vertical datums: Mean Sea Level, Lowest Astronomical Tide, and Ellipsoid.
166.4 KB of author-generated R code supporting the manuscript 'Incentives are effective but insufficient to halt smallholder deforestation in the Colombian Amazon' by Hugo Charoud, under review at PLOS One. The code likely contains the statistical analysis and data processing steps used to underpin the study's findings. It was last updated on May 1, 2026.
2026 research by Wei Sun on a composite rod underwater acoustic wireless charging system. The dataset contains experimental validation results from tests conducted in an anechoic tank environment. It supports the development of long-distance, non-contact energy transmission for unmanned underwater vehicles.
Proposed Parcel Map Polygons is a polygon layer from Vicmap Property Simplified 2, a cadastral model for Local Government use. It represents Victoria's land parcels, differentiating registered and proposed parcels, Crown and Freehold land, and includes easements and cadastral road casements.
Vicmap Property Simplified 2 provides polygon layers representing land parcels across Victoria. The dataset includes parcel identifiers, cadastral easements, and land tenure differentiation for local government use. It is maintained by the Department of Transport and Planning and was last updated in March 2026.
WorldRiskBench is a streaming benchmark designed to evaluate the safety of large language models and AI agents. It models safety as a world-dependent property, where risk emerges from the interaction between user instructions and real-world events. The dataset was authored by SsssOvO and last updated on May 18, 2026.
A research-oriented Portuguese-language literary corpus derived from PDFs obtained from Brazil's Portal Domínio Público. The dataset is designed for reproducible LLM pretraining experiments, language-modeling coursework, and Portuguese NLP research. It was created by tylerxdurden and last updated on 2026-05-07.
August 2019 onward, this dataset tracks the number of Albertans eligible for the Persons with Developmental Disabilities (PDD) program who are in the 'service planning' stage across provincial regions. It is produced by the Government of Alberta to monitor service demand and regional caseloads. The data is updated periodically, with a last recorded update in April 2026.
Historical data tracks the number of Albertans eligible for the Persons with Developmental Disabilities (PDD) program from April 2010 to May 2018. The dataset was published by the Government of Alberta and last updated in April 2026. It measures the active caseload of a provincial support program over an eight-year period.