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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
11,249 datasets
New South Wales forested water catchments are analyzed for trends in water quality and quantity. The University of Melbourne produced this data for the Forest Monitoring Steering Committee, with outputs published in June 2022. It contains estimated Mann-Kendall trends for indicators at monitoring sites in catchments with over 50% forest cover.
19 Eleonora's falcons were GPS-tracked between 2012 and 2022 to study migration across the Indian Ocean and Mozambique Channel. The dataset combines animal movement data with atmospheric reanalysis wind data to analyze wind support, flight effort, and island use. These data support the manuscript 'Falcons use wind assistance and remote islands to mitigate risk during ocean-crossings'.
UK Biobank data from 310,999 European individuals was used in a phenome-wide association study linking the 3p21.31 genetic locus to severe COVID-19. The analysis examined 923 phenotypes and performed polygenic score analysis on 31,684 blood samples to associate gene expression with blood cell counts. The supporting materials were authored by Jingqi Zhou and are associated with a 2021 paper in Gerontology.
UniDesign program and result summary for the computational redesign of SaCas9 to relax its PAM requirement. The work was conducted by Xiaoqiang Huang at the University of Michigan. The repository includes scripts and a summary of the design outcomes.
Spectral library and blind test data created in support of NASA's OSIRIS-REx mission to asteroid Bennu. The data was produced by N. Bowles at the University of Oxford. The last update date is unknown.
Supporting data for the manuscript 'Pathogen-sugar interactions revealed by universal saturation transfer analysis' authored by Charles Buchanan at the University of Oxford. The dataset likely contains experimental results from saturation transfer analysis, a technique for studying molecular interactions. Its specific size, format, and column structure are not detailed in the provided metadata.
Supporting information for a systematic review paper authored by Hugo C. Turner of Imperial College London. The data likely contains extracted economic evaluation metrics and study characteristics from reviewed publications. The dataset is available under an Open Access (green) license.
Aliana Norris's supplementary dataset provides calculated Conefor values for evaluating the connectivity of protected areas for snow leopard conservation in Central Asia. The dataset, published on figshare in May 2026, likely contains Integral Index of Connectivity (IIC) scores and fractions used to rank and prioritize protected areas. It supports analysis of the existing protected area network's effectiveness in facilitating functional connectivity.
Experimental dataset corresponding to figures in the main manuscript and supporting information. Data was produced by Florentine L. P. Veenstra at ETH Zurich. The dataset likely contains measurements from experiments on an artificial leaf system for converting CO2 to syngas.
Quality controlled CO2 measurements collected from 2014 onwards by the CSIRO CO2 system mounted on the RV Investigator research vessel. The data collection is part of the Integrated Marine Observing System (IMOS) Ship of Opportunity Underway Network facility and is managed by CSIRO Oceans and Atmosphere. These data are available via the Australian Ocean Data Network (AODN) and IMOS ocean portal.
Annual and daily average patronage estimates for Melbourne metropolitan train stations, rounded to the nearest 50 entries. The data, provided by the Department of Transport and Planning, is derived from myki ticketing data and factored up using survey and barrier count data to account for transaction rates. It allows analysis of station entries by day type and time of day.
Ships of Opportunity for PACE (SO-PACE) collects oceanographic data to validate satellite observations. The dataset includes hyperspectral remote-sensing reflectance (350-750 nm), inherent optical properties, and continuous phytoplankton community measurements from instruments like Imaging FlowCytobot and SeaFlow. It is produced by NASA and involves opportunistic deployments on research vessels.
Australian Ocean Data Network provides a metric on diesel rebates available to offset production costs for the fishing industry. The dataset measures the financial support in Australian dollars per liter of fuel. It was last updated on July 9, 2026.
Spatial Services collects medium and high-resolution orthorectified digital imagery across the entire state of New South Wales from 2006 to the present. Imagery is sourced from satellite, aircraft, and vehicle-mounted sensors, including multispectral and hyperspectral data. This hosted feature layer supports applications in mapping, emergency services, and natural resource management.
A dataset of 10 episodes containing 4,357 frames of robot pick-and-place tasks generated using the LeRobot framework. The data was created by johnsutor and last updated on July 17, 2026. It includes both data files and video files, with splits defined for training.
382.9 KB of high-resolution dissolved oxygen and carbon dioxide measurements collected during a multi-month deployment in 2025 using the Gradient Exchange Mass Spectrometry (GEMS) system in a Zostera marina meadow near Woods Hole, Massachusetts. The dataset includes photosynthetically active radiation, water temperature, dissolved gas concentrations, gradients, turbulence parameters, and derived flux estimates. Matthew Long authored this work, supported by NSF Award 2023069.
Global Geomorphic Process Domain Map is a high-resolution global raster dataset created by researchers from the California Institute of Technology. It maps the physical processes shaping Earth's surface over 100 to 100,000 years at a 250-meter resolution. The dataset was published on figshare in 2026 under a CC-BY-4.0 license.
Integrated Marine Observing System data was collected by the 'Sensors on Tropical Research Vessels' sub-facility aboard the RV Cape Ferguson. This dataset captures underway marine observations from a specific research voyage in Australian waters between 14 July 2018 and 28 July 2018. Its availability across multiple platforms indicates its established role in the Australian Ocean Data Network.
Seven European countries are represented in this survey of 10,968 individuals examining support for fossil fuel taxation. The data was collected by Jaewook Lee and explores the relationship between confidence in welfare institutions and climate policy attitudes. It was last updated in July 2026.
Gene primer sequences used in quantitative PCR (qPCR) analysis within a study of sulfated polysaccharides from red algae. The dataset supports research into the antioxidant and anticancer properties of Gracilaria corticata extracts. It was authored by Zeynab Falihzadeh and last updated on May 18, 2026.