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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
40,440 datasets
Geoscience Australia collected 330 km^2 of seabed backscatter data offshore from Cape Naturaliste to Cape Leeuwin in 2020 and 2021. This 4-meter resolution dataset was produced using a Kongsberg EM2040C multibeam sonar system and processed with specialized CMST-GA software. The survey builds baseline benthic habitat information to support a 10-year marine park management plan.
Northern Lord Howe Rise in the Tasman Sea is mapped using high-resolution multibeam bathymetry, covering approximately 25,500 km². The Australian Ocean Data Network published this study, which interprets seabed features like ridges, valleys, volcanic peaks, and polygonal furrows. The data was last updated on 2026-06-04.
The International Seabed Geomorphology Mapping Working Group developed a two-part seabed geomorphology classification scheme. This dataset includes four linked vocabularies published by Geoscience Australia to support the scheme's implementation. The vocabularies cover method terms, physiography, morphology features, and geomorphic units.
Geoscience Australia and James Cook University led a video flythrough highlighting deep and mesophotic seabed environments within the Coral Sea Marine Park offshore northeastern Australia. Data were collected aboard the RV Falkor during surveys in August and October 2020. The video features Malay and North Flinders Reefs and Cairns Seamount, showcasing benthic communities, sediment transport, and new species observations.
Geoscience Australia's Semi-automated Morphological Mapping Tools (GA-SaMMT) are a suite of seven ArcGIS Pro Python toolboxes for mapping and classifying seabed features. The tools map ten bathymetric high and eight bathymetric low morphology features, as defined in Dove et al., 2020. They include tools for feature detection, attribute calculation, and classification.
Australian Ocean Data Network provides a collection of bathymetric data for mapping the sea floor. The dataset integrates singlebeam, multibeam, satellite altimetry, and airborne laser (LADS) measurements acquired by Geoscience Australia and other agencies. It was last updated on 2026-06-04.
69 survey responses from primary care research trainees across four countries were analyzed using a mixed-methods approach. The data, authored by K. Taylor Bosworth and last updated in May 2026, includes quantitative results and 66 quotes coded into nine overarching themes. Themes include mentorship, funding, time constraints, and institutional limitations.
Four countries are represented in this mixed-methods survey of 69 primary care research trainees. The analysis, authored by K. Taylor Bosworth and published in May 2026, identified nine overarching themes including mentorship, funding, and time constraints.
Stratigraphic framework maps for the Saskatchewan Phanerozoic Fluids and Petroleum Systems project were produced using a 2 km equi-spaced modified grid generated by Golden Software’s Surfer 9 kriging algorithm. The Government of Saskatchewan compiled and validated data from multiple regional projects completed between 2003 and 2009, incorporating well data from adjacent jurisdictions to minimize edge effects during contouring. This dataset includes structure, isopach, and zero edge files available in multiple geospatial formats.
A 67.7 KB dataset from figshare, authored by Yikun Kang and last updated on 2026-05-28. The data likely contains results from machine-learning amorphous structural search and long-time molecular dynamics simulations investigating the anisotropic amorphization of black titania under aluminum reduction.
A dataset from figshare, authored by Yikun Kang, exploring the surface amorphization of black titania under aluminum reduction. The data was generated using machine-learning amorphous structural search and long-time molecular dynamics simulations. It was last updated on May 28, 2026.
Comparative cranial measurements in millimeters for fossil specimens of the genera Parabos and Alephis. The dataset includes measurements for Parabos cordieri, Parabos savelisi, Parabos tigneresi, and Alephis lyrix from their respective type localities. It was authored by Leonardo Sorbelli and last updated on June 3, 2026.
Leonardo Sorbelli published comparative dental measurements (mm) for selected Parabos and Alephis specimens on figshare in 2026. The dataset includes measurements for Parabos cordieri from Sables de Montpellier, Parabos tigneresi from Baho, Alephis boodon from Alcoy, and Alephis lyrix from the Perpignan basin. The data is sourced from the author's study and three referenced publications.
Compound 5h demonstrated potent HDAC6 inhibition with an IC50 of 25.56 nM and approximately 500-fold selectivity over HDAC1. The dataset, authored by Gibeom Nam and last updated in June 2026, contains results from docking simulations, gene expression analysis, and in vivo memory tests in mice. It supports research into novel therapeutic candidates for neurodegenerative diseases.
DermExpoDB is a web-based database application developed by a German-Dutch consortium to collect and share occupational dermal exposure data. It implements FAIR data principles and offers tiered access to support exposure research and workplace risk assessment. The associated paper describing the system is a 948.7 KB PDF file.
EXport Processes in the Ocean from Remote Sensing (EXPORTS) is a NASA-led and NSF co-funded project investigating the export and fate of upper ocean net primary production. The project conducted two major oceanographic expeditions: EXPORTS North Pacific at Ocean Station Papa in 2018 and EXPORTS North Atlantic at the Porcupine Abyssal Plain. It integrates satellite remote sensing, ship-based measurements, autonomous vehicles, and partnerships with sustained observatories.
Processed local field potential data associated with an original publication. The 15.9 GB dataset includes processed data for event-related potentials, auditory steady-state responses, spectral power, Granger causality, and phase-locking value analyses derived from multi-site recordings in mice. It was authored by DaYoung Jung and last updated on 2026-05-25.
193 participants with Multiple Sclerosis completed a nationwide online survey about their use and valuation of physiotherapy, occupational therapy, and posture exercise therapy. The data, collected by Heleen Beckerman and published in 2026, includes quantitative and free-text responses on therapy experiences, access barriers, and satisfaction. Physiotherapy was widely used and highly valued, with 97% of participants having ever used it.
A research document from figshare, authored by Prajakta Sawant and last updated in May 2026, details a study on the acute adverse effects of chemotherapeutic proteasomal inhibitors Bortezomib and Carfilzomib. The work investigates cytotoxicity, stress pathway activation, and barrier function loss in human pulmonary microvascular endothelial cells, peripheral blood mononuclear cells, and multiple myeloma cells. It models the synergistic impact of the inflammatory cytokine TNF present in the patient microenvironment.
A capital improvement program involving over 200 projects and approximately 400 miles of roadway repair in New Orleans. The dataset tracks individual projects with details on phases, costs, contractors, and geographic boundaries. Columns suggest it likely contains project timelines, financial data, and location information for municipal planning.