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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
9,766 datasets
Daniel Shen published data supporting a study on AI-supported virtual reality learning on figshare in 2026. The 192.2 KB ZIP file likely contains data related to dialogue and attention metrics. Metadata is minimal; actual content requires verification after download.
15 National Trails in England and Wales, covering approximately 2,500 miles (4,000 km) of long-distance walking, cycling, and horse riding routes. The dataset is provided by Natural England and contains linear features showing the extent of these trails, which are flagship assets for recreation and environmental conservation. The England Coast Path was noted as the newest and longest trail, with a planned completion date of 2020.
Special Areas of Conservation (SACs) are strictly protected sites designated under the EC Habitats Directive. The dataset contains one row for each individual SAC site, derived from UK-wide data submitted to the EU Commission in cumulative batches known as Tranches. It is provided by the Joint Nature Conservation Committee and received a substantial update on 22 December 2015.
Supporting data for the IMAT multi-criteria decision-making method includes four Excel files. The first dataset contains case studies for air transportation company selection and aerial target threat assessment. Three additional datasets are filtered selections from the UCI Machine Learning Repository, each annotated with aspiration levels for radical, compromise, and conservative decision-makers.
A 156.7 KB PDF file presents data derived from a mathematical formula hypothesizing psychodynamic interventions. Tomoyuki Nagayama authored this dataset, which was last updated on May 11, 2026. The data likely contains constructs for analyzing love and anger as oppositions in either-or questions.
SWOT_L2_HR_RiverSP_D provides water surface elevation, slope, width, area, and discharge estimates for predefined global river reaches and nodes, derived from high-resolution KaRIn radar interferometer data. The product is defined by the Prior River Database (PRD) and is distributed as ESRI shapefiles for GIS integration. Data is updated as recently as March 2026, though the authoritative source is not specified.
NASA's Surface Water and Ocean Topography (SWOT) satellite provides per-feature summaries of lakes and rivers from Ka-band radar interferometry. This auxiliary product structures raw pixel data into georeferenced features, each with averaged attributes like water surface height, area, width, and slope. It is designed to enable consistent tracking of water bodies over time for hydrological analysis.
21 dogs with symptomatic myxomatous mitral valve disease (MMVD) stage C were studied in a prospective, randomized, single-blind trial. The dataset, authored by Nakkawee Saengklub and last updated in April 2026, compares the effects of sacubitril/valsartan versus ramipril over a 4-week period, measuring echocardiographic, electrocardiographic, and biomarker parameters.
Geospatial data from UNITAR/UNOSAT illustrates satellite-detected damage and destruction in Kobane, Aleppo Governorate, Syria. The analysis identified 3,167 affected structures within the mapped area, including 1,167 destroyed, 1,155 severely damaged, and 845 moderately damaged. A total of 979 impact craters were also identified within the city and its immediate surroundings.
Schmidt Ocean Institute collected bathymetry data and seafloor imagery for the Cape Range Canyon offshore northwestern Australia. The canyon's steep walls show slumping and retrogressive failure, while its floor contains deep plunge pools eroded by turbidity currents. Funding was provided by Schmidt Ocean Institute, Geoscience Australia, and the Australian Government's National Environmental Science Program.
A standardized hierarchical framework developed by the International Seabed Geomorphology Mapping Working Group (ISGM) to support globally consistent mapping. The framework separates morphological mapping of 40 bathymetric shapes from geomorphic interpretation using a glossary of over 400 terms across 11 overlapping classes. It is published in Earth-Science Reviews (2026) and supported by open-access digital vocabularies and GIS tools.
Australian Ocean Data Network hosts data confirming a new coral reef province in the Gulf of Carpentaria, Australia. Multibeam sonar mapping, drill cores, and underwater video data identified seven reefs with living corals, with growth commencing around 10.5 kyr BP and ceasing by ~8.0 kyr BP. The dataset includes measurements of reef growth rates and core samples from depths of 27 and 30 meters.
The 'Two-part Seabed Geomorphology classification scheme; Part 1: Morphology features glossary (Version 2)' updates a 2016 scheme and provides a glossary for marine scientists. It includes feature definitions and schematic diagrams, drawing from the IHO guide for undersea feature names. The glossary was developed collaboratively by marine geoscientists from mapping programs in Norway, Ireland, UK, and Australia.
Two airborne campaigns in 2016 and 2017 collected high-resolution eddy covariance fluxes of carbon dioxide, methane, sensible heat, and latent heat. The NASA Carbon Airborne Flux Experiment (CARAFE) utilized a C-23 Sherpa aircraft with commercial and custom instrumentation deployed across the Mid-Atlantic Region. The dataset also includes downwelling radiation, water vapor, pressure, temperature, wind, and aircraft navigation data.
Australia's Exclusive Economic Zone is mapped into 41 benthic bioregions, including 24 unique provinces, based on seabed bathymetry and fish diversity data. The dataset includes derived geomorphic features maps and integrated 'seascape' maps incorporating variables like ocean primary production, sediment properties, and temperature. This work supports the implementation of the Environmental Protection and Biodiversity Conservation Act through regional marine plans.
The Capricorn Channel area, including Hervey Bay, the continental shelf off Fraser Island, and the Capricorn and Bunker reef groups. This dataset likely contains information on seafloor morphology, sediment lithofacies, and shallow stratigraphy from a geological study. The data was published by Geoscience Australia and was last updated on 2026-04-20.
Sediment oxygen demand measurements from the upper 2 cm of seabed sediments in the eastern Joseph Bonaparte Gulf. The data were collected during two marine surveys, SOL4934 and SOL5117, conducted in 2009 and 2010 in collaboration with the Australian Institute of Marine Science and other research bodies. The purpose was to support biophysical mapping and identify geohazards and sensitive environments for offshore infrastructure planning.
Geoscience Australia Data provides a nannofossil study of samples dredged during BMR Survey 66 in the Great Australian Bight Basin. The dataset compares offshore Maastrichtian, Eocene, and Oligocene assemblages with onshore sequences to interpret the geological history of Australia's southern margin. It provides evidence for marine ingressions, sea-level changes, and the influence of a proto-Leeuwin Current.
Esso Gippsland Shelf No. 1 was Australia's first offshore well, drilled to a total depth of 8701 feet between December 1964 and June 1965. The well, drilled by Esso Exploration Australia, Inc., discovered a 353-foot gas column in the Eocene Latrobe Valley Coal Measures. This historical report documents the drilling operation, lithology, and production tests, including gas flow rates up to 6.85 MMcf/D.
Bangladesh refugee feedback data collected by UNHCR in Cox's Bazar in September 2020. The Post-Distribution Monitoring survey assesses the quality, sufficiency, and effectiveness of a pilot cash assistance program. It was designed with built-in COVID-19 prevention measures.