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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
11,212 datasets
Monthly chlorophyll a concentration images from July 2002 to December 2017, derived from NASA MODIS (Aqua) satellite imagery. The dataset calculates standard deviations for austral seasons across the Australian Exclusive Economic Zone and surrounding waters, with units in mg/m3. This research was supported by the National Environmental Science Program (NESP) Marine Biodiversity Hub.
The Australian Ocean Data Network provides chlorophyll-a data collected during the Marine National Facility RV Investigator voyage IN2024_T01. The voyage, titled 'Fremantle to Hobart, 2024 Transit', occurred from 9 to 20 March 2024. The dataset comprises in vitro fluorometric analyses from underway seawater and CTD collections, indicating phytoplankton biomass along the transit track and at discrete depths.
Underway biogeochemical sensor data from the IMOS Ships of Opportunity program measures fugacity of carbon dioxide (fCO2), sea surface salinity, and sea surface temperature. The delayed-mode data covers critical regions of the Southern Ocean and Australian shelf waters, collected by vessels like RV Aurora Australis, RV Investigator, RV L'Astrolabe, and RV Tangaroa. The Australian Ocean Data Network manages this record, last updated on June 8, 2026.
The FIFE study area in Kansas was the site for surface reflectance measurements collected using a helicopter-borne Modular Multiband Radiometer (MMR). The helicopter operated during all Intensive Field Campaigns (IFCs), covering an average of 11 FIFE sites plus one special target per 2-hour flight to support satellite overpasses. This data provides an intermediate scale of spectral sampling between ground measurements and higher-altitude aircraft or spacecraft sensors.
Monthly-updated records detail all financial transactions over £25,000 made by the UK's Department of Finance, part of the Northern Ireland Civil Service's transparency commitment. The dataset likely contains details on suppliers, transaction amounts, and dates, enabling scrutiny of high-value government spending. It is published under the Open Government Licence for the UK (OGL-UK-3.0) and is available in Excel and CSV formats.
Jiamao Hao's thesis data on a catalytic method for synthesizing tri- and tetra-ortho-substituted axially chiral biaryls. The dataset includes PDF and TXT files totaling 27.5 MB, supporting research on enantioselective desymmetrization and derivatization reactions. It was last updated on June 1, 2026.
2018 spatially continuous predictions of seabed gravel, mud, and sand content as weight percentages for eight areas in the Timor Sea region within the Australian continental EEZ. The dataset is presented as 10-meter resolution raster grids and supersedes previous predictions with improved accuracy. This research was supported by the National Environmental Science Program (NESP) Marine Biodiversity Hub.
Flood Zones data shows land at present-day risk of flooding from rivers and the sea, ignoring defences, for England. The dataset defines three zones based on annual probability of flooding and is used by Local Planning Authorities to determine consultation requirements and the need for Flood Risk Assessments. It is a composite dataset from the Environment Agency, last updated in May 2026.
Water Modelling Modelled Data Annual Permitted Take is a geospatial dataset from the NSW Department of Climate Change, Energy, Environment and Water. It was initially published on 28/08/2024 and last updated on 2026-06-26 11:58:44.938002. The data is accessible via WMS and ArcGIS REST Service APIs.
Australian Marine Parks (AMPs) form one of the world’s largest marine park systems. This project delivered science to support the implementation of a marine park management effectiveness system for Parks Australia, including monitoring protocols, updated national-scale spatial datasets, and assessment approaches for emerging industries. Outputs were produced by the NESP Marine and Coastal Hub and the Australian Ocean Data Network, with metadata last updated in June 2026.
178 ± 94 ng/g dw average concentration of Σ16PAHs was measured in 24 surface sediment samples from Qingdao Port. The study by Congbo Xiong, posted in 2026, used PMF and fugacity models to identify four pollution sources and simulate contaminant fate. Sediment was found to be the primary sink, accounting for 72%–85% of the total PAH mass.
Polarization curves (V-I and P-I) for a solid oxide fuel cell stack model tested under four operating conditions. The 22.5 KB dataset, published by Amlak Abaza under a CC-BY-4.0 license, supports the validation of the Puma optimization algorithm against other methods like MPA and GWO. The data was last updated on June 2, 2026.
Modelled water data for New South Wales, Australia, provided as an imagery layer. The data was updated by FME on 15/11/2023 and published by the NSW Department of Climate Change, Energy, Environment and Water on 28/08/2024. It is accessible via API services and uses the GDA94 spatial reference system.
Schmidt Ocean Institute collected bathymetry data and seafloor imagery for the Gascoyne Marine Park offshore northwestern Australia during survey FK200308. The data highlights canyon environments, including the Cape Range Canyon, detailing its structure, erosion history, and associated epibenthos. Funding was provided by Schmidt Ocean Institute, Geoscience Australia, the Australian Government’s National Environmental Science Program, the Director of National Parks, and the Foundation for the WA Museum.
Brighton and Sussex University Hospitals NHS Trust publishes a monthly updated list of its financial transactions exceeding £25,000. The data is part of the UK Government's commitment to transparency in public expenditure. It is licensed under the OGL-UK-3.0 license.
Monthly-updated records of all financial transactions over £25,000 made by the University College London Hospital NHS Foundation Trust. The data is published as part of the UK Government's commitment to transparency in public expenditure. The dataset is licensed under the OGL-UK-3.0 license.
Client records and outcomes data managed by the Centre for Housing Research. The dataset includes Short-term Outcomes and Long-term Outcomes, with the latter two requiring password access. It was last updated on 2026-07-08.
Monthly updated financial transaction records from the East Midlands Ambulance Service NHS Trust, detailing all expenditures exceeding £25,000. The data is published by the UK Department of Health and Social Care as part of government transparency initiatives. The dataset was last updated on 2026-07-08.
A 2015 video survey conducted by Natural England to gather evidence on seagrass beds within the Fal and Helford Special Area of Conservation. The survey is part of a broader collation of marine environment data following established methodologies for conservation zone verification and condition assessments. It contains Ordnance Survey data under Crown copyright.
A 2015 marine survey collated by Natural England to gather evidence from various marine environments. The survey purposes include condition assessments and monitoring of features for Marine Conservation Zones and Natura 2000 sites. All surveys were carried out to specified standards and follow established methodologies.