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Image classification, object detection, segmentation, face recognition, OCR, image generation, video understanding
14,650 datasets
Geoscience Australia Data provides marine geophysical data from a 1977 R.V. Valdivia survey off northwest Australia. The collection includes 1700 km of 24-channel seismic data, 2550 km of bathymetric, gravity, and magnetic data, and 31 bottom samples from water depths of 2000 m to 5800 m. The data covers the Scott Plateau, Argo Abyssal Plain, Roti Basin, and the Java Trench, providing insights into continental breakup and sedimentation.
Port Phillip Bay, Australia, was the site of a benthic flux study from February 1995 to January 1996. The research focused on spatial and temporal consistency of nutrient fluxes, chamber calibration, bio-irrigation, and direct N2 measurements to assess denitrification rates and efficiencies. Key findings include the confirmation of denitrification in bay sediments, high denitrifying efficiencies in the central basin, and a significant seasonal effect at the Yarra Estuary site.
Western Australia's Canning Basin contains an exposure of the Jurassic Jurgurra Sandstone examined in 1976. The dataset likely contains an environmental analysis of this section, which shows evidence of aeolian deposition. It was published by Geoscience Australia Data and last updated in April 2026.
A list of uniform names for products and services across Dutch government organizations, including provinces, water boards, municipalities, and the national government. The dataset includes features such as legal basis, target group, theme, and 'comes-for-if'. It is published by the Ministerie van Binnenlandse Zaken en Koninkrijksrelaties under the CC0-1.0 license and is part of the Co-operating Catalogues standard.
Nine coastal monitoring stations across Australia provide monthly measurements of Secchi Depth and Total Suspended Solids. Sampling began between 2008 and 2010 and is ongoing for seven sites, with historical data available for three sites dating back to the 1940s. The Australian Ocean Data Network manages this dataset, which has been superseded by a combined biogeochemical parameters collection.
Geoscience Australia Data provides a publication detailing marine fossils from the Upper Jurassic (Kimmeridgian and Tithonian) and Lower Cretaceous (Neocomian and Aptian) periods. The work compiles fossil lists and stratigraphical descriptions from historical geological surveys of the Dampier Peninsula region. The paper's illustrations were created from photographs that survived a 1953 fire, which destroyed some original specimens.
A 69.8 KB Microsoft Excel template designed to guide the process of reflexive thematic analysis for qualitative data. The template includes a sample script titled 'KIU EDU' from a 2025 study on university organizational structure and performance. Kadreanna Johnson authored and last updated this resource on April 28, 2026.
AWPF-ResNet18, a classification model incorporating an Adaptive Window Pyramid Fusion module, achieved a 2.5% accuracy improvement over the original ResNet18 on this dataset. The dataset likely contains images of edible mushrooms used to train and validate the model, which was authored by Xinhai Zhao and uploaded to figshare in April 2026.
AWPF-ResNet18, a ResNet18-based model with an Adaptive Window Pyramid Fusion module, achieved a 2.5% accuracy improvement in edible mushroom classification tasks. The dataset likely contains images of mushrooms used to validate this model against state-of-the-art alternatives. Author Xinhai Zhao published the supporting data on figshare in April 2026.
AWPF-ResNet18, a ResNet18-based model with an Adaptive Window Pyramid Fusion module, achieved performance improvements in edible mushroom classification tasks. The model's performance metrics, including accuracy, macro precision, macro F1-score, and macro recall, are documented in a 9.5 KB Excel file uploaded by Xinhai Zhao to figshare in April 2026. The dataset likely contains tabular results from comparative experiments validating the model's effectiveness.
AWPF-ResNet18, a modified ResNet18 model with an Adaptive Window Pyramid Fusion module, achieved a 2.5% accuracy improvement in edible mushroom classification tasks. The model's performance metrics, including macro precision, F1-score, and recall, are documented in an Excel file. Author Xinhai Zhao published the results on figshare in April 2026.
A 1976 research cruise by HMAS Diamantina sampled about 2000 ferromanganese nodules from a large deposit discovered in 1970. The deposit, named the 'Southeast Indian Ocean Manganese Pavement', is estimated to cover nearly 900,000 km² southwest of Cape Leeuwin. The data likely contains chemical and mineralogical analyses of the nodules, with positioning by celestial navigation.
Southern Australia's Bight Basin contains a Cretaceous sedimentary record interpreted from petroleum wells, stratigraphic holes, and water bores. The record spans from Valanginian to Campanian age, reaching over 357 meters thick in the Madura 1 well, and documents a transition from non-marine to marine depositional environments. This interpretation by Geoscience Australia integrates biostratigraphic and seismic data to correlate onshore and offshore sections, identifying potential organic-rich source rocks.
Geoscience Australia Data provides a study using eustatic sea-level changes to correlate Late Permian coal sequences across the Sydney, Gunnedah, and Bowen Basins. The analysis identifies specific formations deposited during the same highstand and distinguishes tectonically influenced deposits. The dataset was last updated on 2026-04-30.
A replication package for a rapid systematic review of mobile accessibility solutions for people with reduced mobility. It contains the complete dataset and methodology for a review based on 319 initial records from Scopus and Web of Science, with detailed analysis of 31 selected primary studies. The package was uploaded to figshare on 2026-04-25 under a CC-BY-4.0 license.
Margaux Verhaeghe authored a study evaluating porcine jejunum-derived enteroids as an in vitro model for intestinal infection by Chlamydia suis and Chlamydia trachomatis. The research assessed bacterial uptake, inclusion formation, and replication using microscopy and molecular approaches, published on figshare in April 2026. The dataset likely contains experimental results and analysis supporting the model's suitability for studying early host–pathogen interactions.
827.2 KB PDF supplementary file from a study investigating arsenic oxidation mechanisms in soil. The research by Yuyang Gao, published on figshare in April 2026, systematically examines the synergistic oxidation and immobilization of arsenic(III) in systems combining fulvic acid with schwertmannite under two distinct association modes: adsorption and co-precipitation.
756 college students from three universities in Henan Province, China, were surveyed using validated scales. The data was collected by Yawen Shen and published on figshare in April 2026. It examines the relationship between cumulative ecological risk, negative self-schema, self-compassion, and exercise procrastination.
Geoscience Australia houses one of the world's largest collections of petroleum data. The collection includes well completion reports, logs, analysis reports, seismic profiles, and core photography submitted by industry under legislative requirements or collected by research projects. This data is available through the National Offshore Petroleum Information Management System (NOPIMS).
SAFARI 2000 PAR measurements were collected at four sites in Botswana during the March 2000 wet season campaign using a Decagon AccuPAR ceptometer. The dataset contains raw photosynthetically active radiation (PAR) sensor readings from 80 sensors along a wand, organized by site and transect into CSV files. Data from ORNL_CLOUD can be processed to compute derived vegetation metrics like leaf area index and fraction of photosynthetically active radiation.