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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
11,205 datasets
14 commercial high-rise projects in Nantong City, China, from January 2023 to March 2024 provide data on IoT-monitored formwork systems. Francis Deng Clement contributed this dataset, which includes project specifications, laser scanning measurements, safety incident records, and expert interview materials. Key results show a 42.7% improvement in structural alignment precision and a 45–60% reduction in formwork-related safety incidents.
1994 to 2019 final data on UK roundwood deliveries, covering softwood and hardwood. The dataset is released twice yearly, with provisional figures in May and final figures in September, supporting official national statistics publications. It provides a long-term record of timber supply for analysis of forestry sector trends.
The NSW Government's annual report outlines oversight activities for the Public Interest Disclosures Act 1994. It details support for public officials making disclosures, advice to agencies, and monitoring of the Act's operation. The report covers the 2022-23 period and is provided in PDF format.
305 individual Antarctic krill were tracked using an array of 10 GoPro Hero-8 cameras deployed into swarms during the RV Investigator voyage IN2021_V01. The data, collected between 29 January and 24 March 2021, aim to support krill biomass estimates for updating catch limits in CCAMLR's Division 58.4.2-East. It includes head and tail coordinates for orientation analysis and coordinate tracks extracted from video frames.
A clinical study of 20 rosacea patients monitored before, during, and after a 16-week topical ivermectin treatment. Jade G. M. Logger collected reflectance confocal microscopy (RCM) data on mite counts, inflammatory cells, epidermal thickness, and vascular parameters. The dataset correlates these RCM features with clinical assessments of lesion reduction.
A nine-year retrospective cohort study of 1,259 very preterm infants admitted to a tertiary neonatal ICU between January 2017 and December 2025. The dataset, authored by Talal Aljarbou, examines factors associated with death before 36 weeks' postmenstrual age or moderate-to-severe bronchopulmonary dysplasia, with the composite outcome occurring in 27.1% of the analyzed cohort.
Man Gui's dataset on figshare contains analysis results from 15,321 adults in the Kailuan cohort, examining the link between cumulative cardiovascular health scores and aortic valve calcification. The data includes odds ratios from multivariable logistic regression for 2,894 identified AVC cases, derived from health examinations between 2006 and 2012. It was last updated on 2026-05-29.
NSW Ombudsman's annual report details oversight activities under the Public Interest Disclosures Act 1994. It covers how public authorities discharge their responsibilities and the office's support for authorities and whistleblowers. The report includes monitoring, auditing, advice, and education activities related to the Act.
Supporting data for the research paper 'Optimal closed-loop wake steering, Part 2: Diurnal cycle atmospheric boundary layer conditions'. The dataset was produced by authors from the Massachusetts Institute of Technology and Stanford University. It likely contains tabular data related to wind farm control simulations under varying atmospheric conditions.
Geoscience Australia compiled bathymetry and topography data for Australia and its Exclusive Economic Zone. The 2009 bathymetry data integrates multibeam, single beam, and satellite-derived sources, while onshore topography is based on a revised 0.0025-degree grid. The service excludes data from the marine jurisdictions offshore from the Territory of Heard and McDonald Islands and the Australian Antarctic Territory.
Laura Aliisa Saarimäki and colleagues from Tampere University published a molecular annotation of Adverse Outcome Pathways (AOPs) relevant to human health in 2023. The dataset embeds the AOP framework into molecular data interpretation to support the development of new approach methodologies for chemical safety assessment. It was released on Zenodo alongside a publication in Scientific Data.
2001 guidelines for treating opportunistic infections in HIV-exposed and infected children, developed by a working group from the CDC, NIH, and IDSA. The report focuses on treatment considerations unique to infants, children, and adolescents in the United States, addressing differences in diagnosis, drug pharmacokinetics, and disease natural history compared to adults. The author is Lynne Mofenson from the National Institute of Child Health.
Conterminous United States geology is represented by a seamless spatial database compiling 48 state geologic maps at scales from 1:50,000 to 1:1,000,000. The dataset was created by the U.S. Geological Survey and includes updated data for six states and seven entirely new state maps added since preliminary releases. It supports national-scale studies by providing standardized data on lithology, age, and stratigraphy.
Australian topography and bathymetry data for the Australian Exclusive Economic Zone, excluding offshore territories. The 2009 bathymetry data were compiled by Geoscience Australia from multibeam, single beam, and satellite-derived sources, while onshore topography is based on revised Australian and New Zealand grids and SRTM DEM.
A selection of ontologies, data, and queries from LUBM, UOBM, and Reactome provides test material for the tools RSAComb and ACQuA. Scripts for generating queries from ontology patterns are included, along with their output from the Oxford Ontology Repository. Federico Igne from the University of Oxford authored this resource.
A 2009 compilation of bathymetric and topographic data for Australia and its Exclusive Economic Zone, excluding offshore territories. The grid was compiled by Geoscience Australia from multibeam, single beam, and satellite-derived sources, with a 0.0025-degree resolution where direct observations are dense. Onshore topography incorporates revised Australian and New Zealand grids and the 90m SRTM DEM.
Full MCMC output from a dependent Bayesian Dirichlet Process model for source apportionment of particle number size distribution. The data accompanies a journal article published in Environmetrics and was generated using the Nimble probabilistic programming language. The output is provided by Oliver Baerenbold of Imperial College London to allow for user reproducibility.
Simulated forest biomass and productivity data from the ForCEEPS gap model, supporting research on how functionally distinct tree species maintain long-term productivity. The dataset contains outputs grouped by 11 environmental conditions and species richness gradients, including 30 random species orders. It was created by Léo Delalandre of the Centre National de la Recherche Scientifique for a study submitted to Proceedings of the Royal Society B.
A corporate plan document from the NSW Government outlining key focus areas for Sydney Metro. The plan covers the period from 2022 to 2024 and focuses on delivering three mega-projects, operating the Metro North West Line, and transitioning the Sydney Metro City & Southwest line into operation. It was last updated on June 25, 2026.
A 2012-2021 strategy from the NSW Government sets key objectives and initiatives for road safety over a decade. It focuses equally on lowering fatalities and serious injuries and encourages shared responsibility for outcomes. The document supports the delivery of the National Road Safety Strategy 2011-2020 and will be supported by detailed three-year action plans.