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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
9,762 datasets
19.0 KB of tabular data from a wind–sand two-phase flow study investigating overturning loads on standalone photovoltaic panels. The dataset, authored by Di Hu and last updated in April 2026, likely contains results on the effects of wind speed, direction, panel tilt, and ground clearance. These results can guide support design and safety assessments for PV structures in sandy environments.
A nationally representative survey of 272 U.S. residents with autism collected by Leslie A. Shaw. It examines secondary school transition activities, support, and later life experiences such as moving into one's own home, falling in love, getting married, pregnancy, becoming a caregiver, and being arrested. The data was last updated on figshare in April 2026.
Three channels of GOES-8 satellite imagery were collected during the CAMEX-4 field campaign to study tropical cyclone development and impacts. The dataset includes visible (0.65 microns), infrared (11 microns), and water vapor (6.75 microns) spectral data. NASA organized the campaign, and the data is archived in McIDAS format with browse imagery available.
Observations from Biogeochemical Argo profiling floats deployed during RV Investigator voyages. The floats collect high-resolution measurements of ocean physical and biogeochemical properties. The datasets are contributed by the Australian Ocean Data Network and were last updated on 2026-04-28.
Two shapefiles contain socioeconomic indicator values for each coastal county and Census Designated Place in the Gulf of America. This data was designed to support Aquaculture Opportunity Area development and evaluate fishing industry changes. Amy Freitag from the NCCOS Social Science Dataverse collected the indicators in 2021 as a snapshot in time.
Near-surface meteorological data was collected and averaged over 15-minute intervals from two sites in the Northern Study Area (NSA) of the BOREAS Follow-on project. Measurements likely include atmospheric pressure, solar radiation, air temperature, humidity, wind, precipitation, snow depth, and soil temperature. This dataset supports extended research on boreal forest climate and surface-atmosphere interactions from 1996 to 1998.
Monitoring data for nuisance benthic algae in the nearshore zone of the Great Lakes, collected by Environment and Climate Change Canada. The dataset includes physical and chemical water quality data as well as biological data from Cladophora algae and dreissenid mussels. It supports research on ecosystem health, model validation, and the assessment of phosphorus reduction targets.
A research dataset from figshare by Yong Tang, last updated in April 2026, details a study on the protective effects of total flavonoids from Ficus virens leaves in a murine sepsis model. The 6.8 MB dataset includes PDF and DOCX files containing experimental results, such as survival rates, serum cytokine levels, and liver enzyme measurements. The data supports the investigation of botanical compounds for mitigating sepsis-induced inflammation and organ damage.
A 241.5 KB dataset used in a replication study of research on women's participation in student software development teams. The dataset contains primary data and analysis results structured around three hypotheses from the original 2025 study, including estimation probabilities for roles in teams. It was authored by Simona Motogna and last updated on April 9, 2026.
Arizona's Red Lake hosted a mobile SURFRAD station collecting surface radiation, UVB/PAR flux, meteorological, and aerosol optical thickness data. This dataset supports post-launch validation of the GOES-R Advanced Baseline Imager and Geostationary Lightning Mapper. Measurements are available from March 27 to April 12, 2017, with additional surface reflectance data in Excel format.
A narrative collection featuring the personal accounts of three women who have represented Canada abroad in diplomatic roles. The story is published by Global Affairs Canada on the open_canada platform and was last updated in May 2026. It provides a qualitative perspective on the progress of women's leadership in Canadian diplomacy since 1958.
An article from Global Affairs Canada describes the role of locally engaged staff in supporting the department's mandate. The content, published under the OGL-CA-2.0 license, was last updated on May 8, 2026. It focuses on how these employees contribute to foreign policy, trade, international development, and consular services.
Geoscience Australia created a map of 41 bioregions, including 24 unique provinces, for Australia's Exclusive Economic Zone. This biophysical dataset integrates seabed bathymetry, geomorphic features, fish diversity, and variables like ocean productivity and sediment properties. The work supports the implementation of the Environmental Protection and Biodiversity Conservation Act through marine protected area planning.
Gascoyne Marine Park offshore northwestern Australia contains canyon environments like the Cape Range Canyon. Bathymetry data and seafloor imagery were collected by the Schmidt Ocean Institute during survey FK200308. Funding was provided by Schmidt Ocean Institute, Geoscience Australia, and other Australian government and research partners.
Field observation data from three experiments on the salamander species Hynobius retardatus. The dataset includes counts of hatched individuals, their developmental stages, and morphological measurements such as body length, head width, and gape width. It was authored by Aoi Murase and last updated on April 13, 2026.
A systematic literature review of 505 records from Scopus, analyzing 40 studies on non-life actuarial modelling from the 1980s to 2023. The work, authored by Christiaan Ravensbergen and published on figshare, proposes a framework for the field's development and discusses a paradigm shift towards machine learning. The dataset was last updated on 2026-04-08.
Hyperspectral radiometer data was collected from a yacht-mounted Seabird HyperSAS Solar Tracker to provide in situ ocean color measurements for remote regions. The dataset is processed for scientific use by the OB_DAAC organization, with a listed update date of March 2026. Its primary purpose is the calibration and validation of satellite ocean-colour sensors.
Multibeam sonar, drill core, and video data confirm a previously unknown coral reef province in the Gulf of Carpentaria, Australia. The dataset includes U/Th ages showing reef growth commenced around 10.5 thousand years ago and persisted for approximately 2.0 thousand years. Data is provided by Geoscience Australia and was last updated in 2026.
A glossary of seabed morphology features provides standardized definitions and schematic diagrams for marine scientists. The glossary updates a 2016 classification scheme and results from a collaboration between mapping programs in Norway, Ireland, the UK, and Australia. Feature terms are primarily drawn from the IHO guide for undersea feature names, modified and augmented to cover observed seabed diversity.
Australia's Marine Park network objectives are reviewed to identify questions and data analysis for addressing them. The dataset likely contains a methodological analysis of how monitoring program design influences the ability to answer ecological and management questions, using the Evidence Based Decision Making (EBDM) paradigm. It was published in Frontiers in Marine Science in 2019 and is hosted by Geoscience Australia.