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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
49,576 datasets
296 global tiles at 500 m spatial and annual temporal resolution from 2000 to 2020. The dataset provides surface water cover frequency (SWF), defined as the percentage of time a pixel is covered by water in a year, derived from MODIS land surface reflectance products. It was generated by Ronggao Liu of the Chinese Academy of Sciences to analyze seasonal and interannual dynamics of inland water bodies.
The Davenport province consists of sedimentary, volcanic and intrusive rocks overlapped by flat-lying Palaeozoic sediments. Total recorded production amounts to about 4500 t tungsten concentrates and 15 kg gold from the Hatches Creek and Wauchope tungsten fields. This dataset from the Australian Ocean Data Network describes the geology, stratigraphy, and mineralisation of the region.
A compilation of analytical data for cadmium, gallium, germanium, and indium concentrations in sphalerite, the primary zinc ore mineral. The dataset, compiled by researchers from Geoscience Australia, uses global and local ore geochemical data to assess controls on these critical metal concentrations. It includes indicative estimates for the endowment of germanium and indium in Australian zinc deposits.
Weekly-updated timetable data contains all national rail passenger train services in the UK, along with associated shipping and bus links. The data is provided by the Association of Train Operating Companies and is intended to support timetable enquiry systems, though it does not include real-time running information. Registration and acceptance of a CC-BY-2.0 license are required for download.
OneBenthic aggregates disparate benthic datasets on seabed macrofauna and sediment particle size into a standardized, cloud-based platform. The initiative covers a timespan from 1969 to the present and is used to generate new science and collaborative outputs shared via open-access publications and web apps. The data is managed by the Government Digital Service.
Data from the FORCIS database containing records of planktonic Foraminifera collected from the global ocean at various depths over the past century. The dataset supports a new normalization approach for estimating abundance (ind/m³) within a specified size fraction range, modeled using a Michaelis-Menten function. Scripts by Sonia Chaabane enable data preparation, model training, validation, and comparison with a previous correction scheme.
FORCIS database data and R code for a new size normalization approach for planktonic Foraminifera number concentrations. The data was collected from the global ocean at different depths over the past century. The work by Sonia Chaabane and colleagues yields multiplication factors to normalize concentrations across size fractions equal to or larger than 100 µm.
A list of consultants and contractors engaged by the Office of the Information Commissioner (OIC) during a financial year. The dataset is provided by the OIC of Queensland, Australia, and was last updated on 2026-07-17. It is available in multiple tabular formats including XLSX, CSV, and XLS.
FLUXNET Release 2025_r1 consists of flux tower measurements processed using PyFluxPro v3.4.21 and ONEFlux software. The Calperum Chowilla site, established in July 2010, is managed by the University of Adelaide's Landscape Futures Program. It provides gap-filled data on Net Ecosystem Exchange (NEE), Gross Primary Productivity (GPP), and Ecosystem Respiration (ER) for a semi-arid conservation area.
LOCUS-Fines is a fine-grained annotation layer for the LOCUS (Local Ordinance Corpus for the United States) dataset. It annotates roughly 600,000 rows with detailed information about fines, using the gemini-3.5-flash-lite model for the annotations. The dataset was created by LocalLaws and was last updated on July 23, 2026.
Paragraph 17(5) of the NÖ Nature Conservation Act 2000 prohibits spreading alien plant species in the wild from January 2022. A guide for practical application defines four natural sites in Lower Austria for local trees. The dataset is provided by Cooperation OGD Österreich and Wikimedia Österreich under a CC-BY-4.0 license.
NASA's VALERI project provides Leaf Area Index (LAI) maps for a 3x3-km protected forest site in Larose, Ontario, Canada. The dataset contains 30-meter resolution geospatial imagery derived from ground measurements and Landsat TM/ETM+ satellite data using a developed transfer function. These maps are intended for validating satellite-derived biophysical products and modeling surface-atmosphere exchanges.
Geoscience Australia derived raster sediment datasets for the continental Australian Exclusive Economic Zone (AEEZ) using marine samples. The study examines how eight different spatial reference systems affect the predictive accuracy of inverse distance squared and ordinary kriging interpolation methods. The data manipulation and modelling were implemented in ArcGIS and R.
Geoscience Australia developed a prototype automated tool for attributing aquifers to borehole data. The tool aims to standardize a historically manual process for groundwater projects under the Resourcing Australia's Prosperity initiative. The work was presented at the 52nd Congress of the International Association of Hydrogeologists in 2025.
Northern Ireland Environment Agency regulates water abstraction and impoundment under the 2006 and 2007 licensing regulations. The dataset likely contains licensed sites where groundwater or surface water abstraction exceeds 10 cubic meters per day. It is designed for visualization in web maps, analysis in dashboards, and is downloadable in multiple geospatial formats.
A pilot Virtual Assistant tool developed by Public Services and Procurement Canada uses artificial intelligence to help fix data discrepancies in pay and compensation services. The tool is designed to sort and connect large amounts of information to assist compensation agents via natural language conversations and document references. The dataset, last updated on July 9, 2026, consists of presentation and document files under the OGL-CA-2.0 license.
Five distinct acoustic facies were defined for the Great Australian Bight based on 3.5kHz echo-sounding records and high-resolution seismic profiles. This regional seafloor mapping study was conducted by Geoscience Australia during 2000/2001 to support biological, environmental, and economic assessments. The digitized interpretation includes four major geomorphological features and their boundaries within a Geographical Information System.
The Harris Greenstone Domain is a late Archean-Proterozoic tectonostratigraphic terrane in the Gawler Craton. Its distribution and structure are based largely on interpretation of aeromagnetics, gravity, and diamond drillcore data. The dataset is provided by the Australian Ocean Data Network and was last updated on 2026-06-27.
Municipalities in Austria must document the relationship between their budgetary results and the general government sector according to the 2012 Stability Pact. This dataset likely contains the required reconciliation tables for the 2017 fiscal year, as mandated by the Ordinance on Estimates and Clearance of Accounts (VRV). It is provided by Cooperation OGD Österreich and Wikimedia Österreich under a CC-BY-4.0 license.
A reconciliation table documents the relationship between the budgetary result and the ESA-responsible sector for the municipality of Linz. The data is produced in accordance with the 2012 Austrian Stability Pact and the Ordinance on Estimates and Clearance of Accounts. It is published by Cooperation OGD Österreich and Wikimedia Österreich under a CC-BY-4.0 license.