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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
8,911 datasets
Australia's marine jurisdiction covers over 10 million square kilometres, with only 25% of its seafloor mapped to adequate resolution. The AusSeabed program, coordinated by the Australian Ocean Data Network, is a three-year collaborative effort to address this gap by federating seabed mapping datasets. The program aims to improve data acquisition, quality, and delivery across sectors.
The 2023 revision of Australia's Seabed Map provides a three-dimensional picture of the seafloor across a vast area from 92°E to 172°E and 8°S to 60°S. It is compiled from 1582 individual surveys using multibeam echosounders, LiDAR, and satellite-derived bathymetry, representing decades of data collection and collaboration. The map is produced by the Australian Ocean Data Network and is based on the AusBathyTopo 250m grid.
Geoscience Australia assessed petroleum prospectivity for Release Area W11-18, a very large offshore block. The assessment synthesizes data from fourteen new field wildcat wells drilled since 2001 and interprets new regional 2D seismic data from survey 310 (2008-2009). A refined tectono-stratigraphic model provides insights into basin evolution and prospectivity.
Samples dredged during BMR Survey 66 provide the first Maastrichtian nannofossil assemblages found in southern Australia. The dataset compares offshore and onshore sequences to reconstruct the paleoenvironmental history of the Australian southern margin from the Late Cretaceous to the Oligocene. It is published by Geoscience Australia Data.
The eastern Timor Sea and Joseph Bonaparte Gulf in Northern Australia are the focus of this dataset. It comprises sediment oxygen demand measurements taken from the upper 2 cm of seabed sediments during two marine surveys in 2009 and 2010, conducted by Geoscience Australia in collaboration with several research institutions. The data were collected to support biophysical mapping and environmental management for offshore oil and gas exploration.
Processed structural variant (SV) matrix files support the manuscript 'Gut microbial structural variations identify a causal Faecalibacterium prausnitzii locus linked to rheumatoid arthritis susceptibility'. The data spans four clinical cohorts totaling 491 samples. The dataset was authored by Yang Ou and last updated on June 4, 2026.
5.5 KB of experimental results from a multi-agent reinforcement learning method applied to the IEEE 33-node power grid system. The data, authored by Zhida Lin and last updated in April 2026, likely contains performance metrics for a proposed hierarchical scheduling framework. Results include a voltage qualification rate of 98.7% and a 30.5% reduction in system power loss.
Geoscience Australia Data published a geological study of the Capricorn Channel region, covering Hervey Bay, Fraser Island, and the Swain Reefs. The bulletin describes the morphology, sediments, and shallow stratigraphy of the sea floor, including features like sand waves, submarine canyons, and reefal banks. The data was last updated on 2026-05-14.
Services Australia publishes quarterly operational data covering payments and services for Medicare, Centrelink, and Child Support. The data includes agency call statistics, emergency disaster payments, social security and health claims, and service center contacts. Each quarterly file on data.gov.au contains a metadata sheet outlining relevant data definitions.
Pennsylvania county-level dollar sales data from Fine Wine & Good Spirits retail stores for fiscal years 2016-17 through 2018-19. The dataset includes sales of wine, spirits, and accessories, incorporating the 18% liquor tax but excluding state and local sales taxes. It is published by the Pennsylvania Liquor Control Board via data.pa.gov.
Marie-Annick Moreau uploaded an 18.9 MB audio file (WAV format) to figshare on 2026-06-03. The recording captures men preparing to move a fence through water, including removing stakes, untying panels, and conversing about a crocodile while birds sing in the background.
A 40.5 KB PDF document authored by Marie-Annick Moreau, last updated on June 3, 2026. The description details a qualitative observation of men preparing to move a fence through water, including their collaborative actions, conversation, and environmental context.
Marie-Annick Moreau uploaded an 18.9 MB audio file (WAV format) to figshare on 2026-06-03. The recording captures men preparing to move a fence through water, including removing stakes, untying panels, and conversing about a crocodile while birds sing in the background.
Ni, Ag, and Cu foil and microwire electrodes demonstrate brightness changes under applied potentials, functioning as optical potential indicators for alkaline oxygen electrodes. The supporting information dataset, authored by Nanako Nonaka and updated in April 2026, contains measurements from confocal optical microscopy in 1.0 and 8.0 mol dm−3 KOH solutions. This 2.5 MB PDF file details experiments exploring visualization of local potential distributions crucial for battery and fuel cell electrode design.
A 130.2 KB PDF provides supplementary details for optimisation studies in a related work. Jordan Lee authored this document, which includes constraint multiplier forms, hyper-parameter choices, and summary tables for final optimised Low-CR configurations across capsule sizes and pulse shapes. It also details fast ignition optimisation, covering swarm hyper-parameters and the optimisation process evolution.
A study quantifying nine Potentially Toxic Elements (Cr, Co, Ni, Cu, Zn, As, Cd, Hg, Pb) in water and sediment from India's Godavari River. The dataset includes 17 samples collected along a 1,465 km stretch, analyzed using ICP-MS, with results from receptor modeling and health risk assessments. The research was authored by Anisha Ganguly and published on figshare in April 2026.
Harrison Hin Sheung Ho's dataset supports a randomized controlled trial investigating the effects of communicating Type 2 Diabetes genetic risk and wearable device functions on physical activity. The data includes Fitbit-measured moderate-to-vigorous physical activity as a primary outcome across four measurement timepoints, along with secondary biochemical and demographic variables. The dataset is 991.6 KB and was last updated on April 29, 2026.
A web map application aggregates publicly available water information and site locations from multiple New South Wales government agencies. The data was initially published on 04/05/2021 and was current as of 12/09/2024. The data custodian is the NSW Government, specifically Spatial Services (DCS).
52.5 MB of primary data supporting the description of Dendropsophus liliae, a new tree frog species from Brazil's Atlantic Forest. The dataset, authored by Diego Santana and last updated in April 2026, includes morphometric measurements, acoustic recordings, and mitochondrial DNA sequences. This data is sufficient to reproduce the species diagnosis, acoustic characterization, and phylogenetic inference presented in the associated scientific manuscript.
A 72.0 KB dataset from a quasi-experimental study by Isaac Boadu, examining the effect of peer-led support on antiretroviral therapy adherence among young people living with HIV in Ghana. Data were collected at baseline and follow-up to assess changes in adherence, depression, and stigma. The dataset, last updated in 2026, is stored in DTA format and shared under a CC-BY-4.0 license.