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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
11,164 datasets
Model output from the AWI-ESM2.1 Earth system experiment with interactive icebergs, published by the Alfred-Wegener-Institut. It contains multi-century timeseries and spatial averages of ocean temperature, salinity, and sea-ice height. The data is associated with a 2023 publication in the EGUsphere journal.
LarsAckermann GMD Iceberg 2023 - model output ICBHF contains model output from the AWI-ESM2.1 Earth system model with interactive icebergs, published by the Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung. It includes mean output over 100 model years for 3D ocean temperature and salinity, 2D sea-ice height, and zonal means, plus timeseries over 700 years for global ocean temperature and Antarctic Bottom Water.
Model output from the 'icb' experiment using the AWI-ESM2.1 Earth system model with interactive icebergs. The dataset includes mean fields over 100 model years and time series spanning 700 years of ocean temperature, salinity, and sea-ice variables. It was produced by Lars Ackermann of the Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung and published in 2023.
Model output from the AWI-ESM2.1 Earth system experiment with interactive icebergs, published by Lars Ackermann of the Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung. It contains multi-century timeseries, including 700-year records of global ocean temperature and Antarctic Bottom Water, plus yearly 3D ocean data. Mean outputs are averaged over the final 100 model years.
Model output from the Earth system model AWI-ESM2.1 includes interactive icebergs. It contains mean values over 100 years and time series over 700 years of ocean temperature, salinity, sea-ice height, and iceberg properties. The dataset was published by Lars Ackermann of the Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung.
A meta-dataset of 5,342 clinically defined ER+/HER2- breast cancer samples, analyzed by François Bertucci. It aggregates gene-expression, DNA copy number, mutational, and proteomic data from 36 public datasets to compare therapeutic responses between basal and luminal molecular subtypes. The supporting data includes histo-clinical and molecular tumor classifications.
The Timor Sea region within the Australian continental EEZ is covered by this dataset. It provides spatially continuous predictions of seabed gravel, mud, and sand content as weight percentages in 10-meter resolution raster grids. The research was supported by the National Environmental Science Program Marine Biodiversity Hub and supersedes previous predictions with improved accuracy.
Capital for Enterprise Ltd publishes monthly financial transaction data in compliance with UK government transparency requirements. The dataset contains all spend at the transactional level, regardless of value, and is published in PDF format under the OGL-UK-3.0 license. The data was last updated on 2026-07-08.
London Borough of Barnet maintains a directory of community activities, arts, entertainment, leisure, sports, and social opportunities. The dataset also includes details about volunteering roles to help residents use their skills to assist others. It was last updated on 2026-07-08 and is published under the OGL-UK-3.0 license.
No data outputs were generated by this project, which focused on developing decision-support frameworks. The project planned to produce at least two publications in high-impact journals and two final reports. Research aimed to integrate ecological models with social, organizational, and economic analysis for Commonwealth Marine Reserve management.
A geospatial dataset showing the distribution of photovoltaic systems supported by green electricity subsidies in Vienna. The data includes information on system performance and construction dates. It is published by Cooperation OGD Österreich and Wikimedia Österreich under a CC-BY-4.0 license.
The 2023 revision of Australia's Seabed Map provides a complete three-dimensional picture of the seafloor, representing a significant improvement since 2009. It is compiled from 1582 individual surveys using multibeam echosounders, LiDAR, and other sources, and extends from 92°E to 172°E and 8°S to 60°S. The map is produced by the Australian Ocean Data Network and is based on the AusBathyTopo 250m grid.
Australia's marine jurisdiction covers over 10 million square kilometres, with an estimated 25% of its seafloor adequately mapped. AusSeabed is a three-year-old national program coordinating seabed mapping efforts across sectors to address this knowledge gap. Its work includes developing a federated, cloud-based platform to integrate previously isolated marine data holdings.
472 sediment grainsize samples, 192 Folk classification samples, 255 calcium carbonate samples, and 304 biogenic silica samples were collected from the East Antarctic region south of 60°S between the 1950s and 2012. The Australian Ocean Data Network compiled this data to provide insight into seabed habitats for benthic communities. Sedimentary properties are overlain on bathymetry and geomorphic maps to illustrate habitat variations across the shelf, slope, and proposed Marine Protected Areas.
Multiple datasets containing raw transaction records for UK public bodies, where each payment exceeds £500 (£25,000 for central government). The data is provided by Spikes Cavell Analytic Ltd before any cleansing or enrichment, with the last update recorded as 2026-07-08. It covers specific local authorities and police services, including Epping Forest District Council and Surrey Police.
Sarah Federman from Yale University provides phylogenetic data for studying the Canarieae tree tribe. The directory contains XML, Newick, and Phylip files with concatenated alignments and trees from three Bayesian inferences. Code for generating figures and biogeographic models is available on request.
Experimental data from two psychology studies investigating how people infer causality when observed causes interact with unobserved factors. The data was authored by Benjamin M. Rottman of Yale University and shared via the paperswithcode platform. The description details experiments where subjects learned to adjust causal inferences based on temporal stability assumptions.
English river basin districts and the Welsh Severn contain water bodies whose ecological status declined from 'Good' or 'High' to below 'Good' between 2009 and 2015. The dataset provides reasons for this deterioration, supporting the second cycle of River Basin Management Plans. Records are included only where the confidence level in the status change exceeds 75%.
A hierarchical framework and glossary of over 400 terms across 11 overlapping classes assigns geomorphic interpretation to seabed features. The International Seabed Geomorphology Mapping Working Group developed this standardised classification using an Ocean Best Practice process. It supports consistent terminology from global to local scales for the United Nations Decade of Ocean Science.
A two-part Seabed Geomorphology classification scheme; Part 1: Morphology features glossary (Version 2) updates a 2016 scheme and provides a standardized glossary for characterizing the seabed. The glossary was developed through a collaboration between marine geoscientists from mapping programs in Norway (MAREANO), Ireland (INFOMAR), the UK (MAREMAP), and Australia (Geoscience Australia). Each glossary entry includes a feature definition and a representative schematic diagram to support clear and consistent classification.