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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
44,946 datasets
PanoInfinigen is a synthetic dataset of high-resolution panoramic images. It was generated using a modified Infinigen framework and the iCity procedural city generator, serving as primary training data for the PaGeR diffusion model. The dataset features perfectly aligned RGB, Depth, and Surface Normal images in ERP format.
266.9 KB of JPG images form the NA-CD dataset, constructed by Zhe Xing to address a lack of public benchmarks for non-aligned change detection. The dataset was created by applying artificial affine transformations—spanning translations, rotations, and scalings—to imagery from source datasets like DOTA 1.5, Google, LEVIR-CD, and WHU-BCD. It was last updated on figshare in April 2026.
NASA Web-Enabled Landsat Data 5-year Land Cover Land Use Change Product is a 30-meter resolution composite for the contiguous United States. It was generated from five consecutive growing seasons of weekly Landsat ETM+ data between April 2006 and November 2010. This NASA-USGS-SDSU collaboration project has been decommissioned and is distributed in HDF4 format.
Between May 29 and June 19, 2017, benthic sediment sampling was conducted in inner Darwin Harbour and shallow waters around Bynoe Harbour. The surveys were part of a four-year (2014-2018) science program led by the Northern Territory Government, involving Geoscience Australia, the Australian Institute of Marine Science, and the NT Department of Environment and Natural Resources. This dataset comprises grain size measurements on seabed sediments collected to create thematic habitat maps for marine resource management.
A dataset containing information on energy poverty and welfare. It is hosted on figshare and was last updated on May 23, 2026. The data is provided by author Pawan Singh under a CC-BY-4.0 license.
Zhong et al. (2026) provide code and datasets analyzing land cover changes in China from 2000 to 2020. The data includes potential and actual impacts on land surface temperature, estimated for biogeochemical and biogeophysical effects and their combined outcomes. The datasets are in geotiff or numpy npy format and were published by researchers from Beijing Normal University.
Seasonal variations in major ions, nutrients, and chlorophyll a were examined at two sites in the upper Swan River estuary. The data captures intra-annual variations strongly influenced by seasonal riverine discharge, with temperature ranging from 13-29°C and salinity from 3-30. The dataset, provided by Geoscience Australia Data, describes how winter discharge reduction led to stratification, salt wedge propagation, and bottom-water anoxia affecting nutrient concentrations.
A 2004 geophysical survey by Geoscience Australia acquired 2700 km of industry-standard seismic data along the south-western Australian continental margin. The dataset includes reflection and refraction data, with sonobuoy and land station recordings, aimed at defining basement composition and crustal thickness. Results indicate sediment thickness exceeding 9 km and basement velocities of 5.2-5.6 km/s, suggesting a non-granitic composition, with corroborating findings from a 2004-2005 Russian Antarctic Expedition.
Southeast Australia case studies from Adelaide and Old Bar beaches model shoreline erosion from clustered storm events. The framework integrates coastal geomorphology and engineering, using sediment compartment mapping and sub-surface data like boreholes and ground-penetrating radar. This work is a contribution to the Bushfire and Natural Hazard Cooperative Research Centre project on storm surge resilience.
A dataset focused on the Korean cultural concept of 'Nunchi', which involves reading implicit context and emotion. It likely contains annotations for hidden intent and relationship context to address the literal translation struggles of standard LLMs. The dataset was created by author po0013 and was last updated on 2026-05-27.
Geoscience Australia Data provides a dataset describing the Albany Canyon complex off southwest Australia. The dataset details the 700 km canyon system extending from Cape Leeuwin to east of Esperance, with canyons cutting down 1500-2000 m in places. It includes information on canyon morphology, geological history from the Jurassic to the Middle Eocene, and the influence of tectonic events like the Australia-Antarctic rifting.
December 2001 to March 2006 monthly data from the SAGE III instrument on the Meteor-3M satellite. This dataset compiles polar cloud presence information coincident with solar occultation events, providing profiles of cloud formations, aerosols, and trace gases in the upper troposphere, stratosphere, and mesosphere. The instrument was a key part of NASA's Earth Observing System, with a vertical resolution of 0.5 to 1 kilometer.
A benchmark dataset for evaluating Contextual Belief Management in multi-turn language model interactions. The dataset was created by researchers from zjunlp and is associated with a 2026 arXiv paper. Each example asks a model to maintain hypotheses consistent with formal evidence.
Hourly energetic ion flux intensities and uncertainties measured by the ACE spacecraft's Solar Energetic Particle Ionic Charge Analyzer (SEPICA). The instrument determines charge state, kinetic energy, and nuclear charge for ions above 0.2 MeV/n, including those from solar flares and interplanetary events. Data is provided by NASA and last updated in March 2026.
Australia's southwest margin, including the Perth, Mentelle, and Southern Carnarvon basins, is covered by gravity and magnetic data. Geoscience Australia integrated about 26,000 line km of new survey data with existing data from around 150 previous surveys since 1960. This unified dataset was produced to constrain regional tectonics, basin structure, and petroleum prospectivity.
Seamless topographic color mapping covers all of Australia, including external territories like Norfolk Island and the Australian Antarctic Territory. The map integrates data from Geoscience Australia, the Australian Antarctic Division, and OpenStreetMap, with vegetation layers from the Australian Collaborative Land Use and Management Program. Topographic information was last checked using satellite imagery in 2008 and supplemented from other sources in 2009.
A compilation of geological, borehole, and well data for southwestern Victoria and southeastern South Australia, focusing on the Portland-Nelson-Mount Gambier area. The dataset was compiled by the Australian Ocean Data Network and includes a geological sketch map. It was last updated on April 16, 2026.
Python scripts and associated data files used to generate the figures for a 2022 Nature Ecology & Evolution paper on mitochondrial energetics. The 11.8 MB repository includes CSV data files, PDF and JPG outputs, and matplotlib style files. Author Sergio Munoz-Gomez released the materials under a CC-BY-4.0 license.
The Great Artesian Basin, covering 1.7 million km² or one-fifth of Australia, is a multi-layered confined aquifer system in Triassic, Jurassic, and Cretaceous sandstones. It underlies arid regions of Queensland, New South Wales, South Australia, and the Northern Territory, with a thickness up to 3000 meters and a synclinal structure. Groundwater movement flows southwest from the eastern recharge zone, supporting pastoral activity and town water supplies since its discovery around 1880.
Western Australia's Canning Basin contains deep formation water with salinity ranging from almost fresh (<1000 mg/L TDS) to brine (>300,000 mg/L TDS). The dataset, sourced from the Australian Ocean Data Network, includes estimates from well logs and measurements from oil-production wells and drill stem tests. Salinity patterns are linked to stratigraphic units, depth, and historical depositional cycles.