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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
8,966 datasets
Nutrient and chlorophyll a distributions were measured monthly for two years as part of the Port Phillip Bay Environmental Study. Reported data focuses on northern Port Phillip Bay during periods of high runoff in September 1993 and low runoff in January 1995. Measurements were collected via continuous profiling aboard ship, resolving features over scales of about 200 meters.
NASA's AIST project gathers ground-truth biological, chemical, and physical variables from Chesapeake Bay sites to support machine learning models for water quality monitoring. These data are used in combination with remote sensing to identify conditions that could lead to shellfish bed closures. The dataset is maintained by the National Aeronautics and Space Administration.
From August 2009 to July 2015, this archived spreadsheet contains UK-wide data submitted to the EU Commission for Special Areas of Conservation under the Habitats Directive. It follows the official Natura 2000 site information format and is organized into tabs for site details, interest features, maps, and other characteristics. The data was produced by the Joint Nature Conservation Committee and was superseded by a more comprehensive Natura 2000 dataset in December 2015.
SUPRIYA KRISHNAN provides a 48.3 KB combined supplementary file for the conceptual paper "The Triangular Knowledge Model: AI as Mediator for Epistemic Integration". The file contains three supplementary materials, including a mapping table, conceptual templates, and reproducible code, offered as provisional and illustrative scaffolds. It was last updated on April 19, 2026, and is shared under a CC-BY 4.0 license.
Sivajeet Chand provides supporting data for the paper 'Why Industry Migrates and When It Trusts LLMs'. The dataset is a 199.7 KB ZIP file published on figshare under a CC-BY-4.0 license and was last updated on 2026-05-27.
Southwestern USA earthworks inventory includes point features for berms, tanks, and other structures built for water diversion and retention. The dataset was created by researchers from the USDA-ARS Southwest Watershed Research Center and the University of Arizona using 1-meter LiDAR-derived DEM hillshades and aerial imagery. It was last updated in April 2026.
Southern Louisiana's Atchafalaya and Terrebonne Basins provide the location for this dataset of in situ surface water measurements. It contains beam attenuation coefficients, particle size distributions, and water temperature data collected in Spring and Fall 2021 using a LISST-200X instrument for the NASA Delta-X mission. The dataset is structured in CSV format and covers multiple channels, open bays, lakes, and nearshore Gulf of Mexico sites.
Esso Gippsland Shelf No. 1 was Australia's first offshore well, drilled by Esso Exploration Australia, Inc. The well was spudded on December 27, 1964, reached a total depth of 8,701 feet on May 31, 1965, and was completed as a suspended gas well on June 5, 1965. The report details the geological formations penetrated, production test results, and the well's historical significance as the first offshore discovery in Australia.
Geospatial boundaries for Local Aboriginal Land Councils in New South Wales, Australia. The dataset is maintained by Spatial Services on behalf of the Office of Aboriginal Affairs and NSW Local Aboriginal Land Council. It was initially published on February 5, 2020.
Geoscience Australia collected sediment oxygen demand measurements from the upper 2 cm of seabed sediments in the eastern Joseph Bonaparte Gulf. The data were gathered during two marine surveys, SOL4934 and SOL5117, conducted in August-September 2009 and July-August 2010 respectively. The work was done in collaboration with the Australian Institute of Marine Science and other research partners to support biophysical mapping and environmental management.
Geoscience Australia's assessment of petroleum prospectivity for the offshore northern Perth Basin, specifically Release Area W11-18. The assessment synthesizes data from fourteen new field wildcat wells drilled since 2001 and interprets new regional 2D seismic data from a 2008-2009 survey. It describes a refined tectono-stratigraphic model, three known petroleum discoveries, and evidence for active Permo-Triassic and Jurassic petroleum systems.
An internal audit report from Global Affairs Canada assessing management practices at its missions in Brazil. The audit covers governance, procurement, asset management, and human resources controls in Sao Paulo, Brasilia, and Rio de Janeiro. Its objective was to evaluate the stewardship of resources in support of departmental objectives.
A geological bulletin from Geoscience Australia, last updated 2026-04-30, covering the Capricorn Channel, Hervey Bay, and adjacent continental shelf off Queensland. The study focuses on the morphology, sediments, and shallow stratigraphy of the region, including features like sand waves, reefal banks, and a submarine canyon system. Sediments are classified into nine lithofacies, and the area's structural history is discussed, with subsidence possibly beginning in the Cretaceous.
Observations from Biogeochemical Argo profiling floats deployed during RV Investigator voyages. The floats collect high-resolution measurements of ocean physical and biogeochemical properties, including temperature, salinity, dissolved oxygen, pH, nitrate, chlorophyll fluorescence, particulate backscatter, and solar radiation. These datasets support investigations into the ocean's biological carbon pump, anthropogenic CO₂ uptake, deoxygenation, and acidification.
An interpretative report from a 2013 marine survey of the Leveque Shelf, Browse Basin, Western Australia. Geoscience Australia and the Australian Institute of Marine Science conducted the survey to assess CO2 storage potential and map seabed habitats. The research aimed to identify evidence of gas or fluid seepage and evaluate the integrity of geological formations for carbon containment.
Monthly updated registry of money services businesses registered with the Financial Transactions and Reports Analysis Centre of Canada (FINTRAC). The dataset includes business names, registration numbers, and statuses such as Registered, Ceased, Expired, or Revoked, as of the last update on 2026-04-09. It is provided by FINTRAC under the OGL-CA-2.0 license.
Samples from the Great Australian Bight Basin, collected during BMR Survey 66, were examined for calcareous nannofossils. The dataset compares Maastrichtian, Eocene, and Oligocene assemblages with onshore southern Australian sequences. It provides evidence for marine ingressions, sea-level changes, and the influence of a proto-Leeuwin Current from the middle Eocene onward.
Resonances is a set of factors describing preferences, beliefs, needs, and motivations expressed in individual and group narratives. The dataset is a 215.9 KB PDF file published on figshare by author Pierre Glynn in April 2026. It supports a journal article on improving environmental and natural resources management.
Global 1 km x 1 km gridded estimates of mean aboveground biomass density (AGBD) derived from NASA's GEDI satellite lidar mission. The data covers observations from mission week 19 (2019-04-18) to mission week 138 (2021-08-04), with each cell's mean AGBD statistically inferred from sampled footprints. Corresponding estimates of the standard error of the mean are also provided to quantify uncertainty from sampling and modeling.
The Quickscan WMO dataset contains policy documents related to the Dutch Social Support Act (WMO). The WMO was adopted by the House of Representatives on 14 February 2006 and outlines nine performance fields for municipal policy. The dataset is provided by the Ministerie van Binnenlandse Zaken en Koninkrijksrelaties under a CC-BY-4.0 license.