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Traffic data, public transit, aviation, shipping, ride-hailing, accident records
9,551 datasets
53,770 aviation occurrence summaries from the Transportation Safety Board of Canada, spanning an 80-year period. The dataset was used to train and evaluate machine learning classifiers for automated report triage. It was authored by Sawera Qureshi and last updated on 2026-05-21.
53,770 aviation occurrence summaries from the Transportation Safety Board of Canada spanning 80 years. The dataset was used to develop and compare three machine learning classifiers for automated incident/accident classification. The work was authored by Sawera Qureshi and published on figshare in May 2026.
Beagle Marine Park bathymetric data acquired by EGS Survey Pty Ltd between March 7 and April 4, 2024. The survey was conducted from the RV Bold Explorer to support the engineering and route planning for the SUBCO Subsea Cable Network Segment 2-E. This dataset is not to be used for navigational purposes.
Railway lines and stations from OpenStreetMap, tagged with the `railway` key. The data includes rail lines, tram tracks, and stations, sourced from a free, collaborative world map built by volunteers. It was last updated on 2026-05-15 and is provided by the Humanitarian OpenStreetMap Team (HOT).
Apollo Marine Park bathymetry data was collected by EGS Survey Pty Ltd aboard the RV Bold Explorer between February 24 and March 5, 2024. The survey supports engineering and construction of the SUBCO Subsea Cable Network Segment 2-C, focusing on seabed features and shallow geology. This dataset is not to be used for navigational purposes.
A 9.5 KB Excel dataset provides road network distances between nodes in kilometers. It was used in a 2026 study by Chen Ying to optimize first-mile pre-cooling distribution centers for fresh agricultural products in Shandong Province, China. The data underpins a multi-objective model minimizing logistics cost and maximizing product freshness.
Haiyan Zhang published a comparison of model parameter counts and performance metrics for semantic segmentation networks on figshare in May 2026. The dataset likely contains tabular data comparing the proposed TransitNet model against PSPNet and CM-UNet on VOC2012, LoveAD, and OST300 datasets. It includes metrics such as mIoU scores and parameter counts, supporting research into lightweight computer vision models.
Railway lines and stations for Australia exported from OpenStreetMap, tagged with the `railway` key. The data includes rail lines, tram tracks, and stations, and is provided by the Humanitarian OpenStreetMap Team (HOT). It was last updated on 2026-05-15.
India's airports and aviation infrastructure exported from OpenStreetMap. The dataset includes features such as airports, heliports, runways, terminals, and emergency landing sites, tagged via OSM keys. It was last updated on 2026-05-15 by the Humanitarian OpenStreetMap Team.
OpenStreetMap data provides airports, heliports, runways, terminals, and emergency landing sites across Brazil. The Humanitarian OpenStreetMap Team (HOT) exports this data, which is useful for logistics and aerial-response planning. Completeness varies by region, with urban areas typically better mapped than remote locations.
OpenStreetMap data for Brazil, last updated 2026-05-15, includes railway lines, tram tracks, and stations tagged with the `railway` key. The Humanitarian OpenStreetMap Team (HOT) exports this data, which is useful for transport accessibility analysis and basemap context. Completeness varies by region, with urban areas typically better mapped than remote ones.
OpenStreetMap data for Australia includes airports, heliports, helipads, runways, terminals, and emergency landing sites tagged via `aeroway`, `building`, or `emergency` keys. The Humanitarian OpenStreetMap Team (HOT) exports this data, which was last updated on 2026-05-15. Completeness varies by region, with urban areas likely being well-mapped and remote areas potentially incomplete.
Johanna Henke-von der Malsburg's study, last updated in May 2026, investigates the short-term effects of recorded motorway noise on 20 horses. The dataset likely contains behavioral and physiological measurements, including foraging time, vigilance instances, spatial avoidance, and heart rate, collected during control and noise exposure phases. The data was gathered from horses housed in four stable groups across three facilities.
Western Australian road centerline data derived from Landgate's medium-scale Topographic GeoDatabase, excluding proposed roads. The dataset is heavily modified and intended for display purposes only. It was last updated on 2026-06-29 by the Western Australian Land Information Authority (Landgate).
Coral health surveys completed between March 2010 and September 2012 quantified the response and resilience of approximately 42,000 coral colonies from different taxa to successive bleaching events. The data was collected by researchers and published in Science of The Total Environment in 2020. Changes in benthic community composition before, during and after the thermal stress events were also assessed.
An environmental impact statement assesses the short and long term environmental implications of a proposal to deviate the Hume Highway around Goulburn, New South Wales. The primary objective is to alleviate traffic congestion through the town center. The document is provided by the NSW Government and is available as a PDF file.
An OpenStreetMap export of airports, heliports, runways, terminals, and emergency landing sites in Singapore. The data is contributed by volunteers and maintained by the Humanitarian OpenStreetMap Team, with a last recorded update in May 2026. Completeness may vary, with urban areas likely being better mapped than remote locations.
OpenStreetMap exports provide railway lines and stations for Singapore, tagged with the `railway` key. The data includes rail lines, tram tracks, and stations, sourced from the collaborative OpenStreetMap project and exported by the Humanitarian OpenStreetMap Team. It was last updated on 2026-05-14.
OpenStreetMap exports provide data on airports and aviation infrastructure in North Korea. The dataset includes features such as airports, heliports, helipads, runways, terminals, and emergency landing sites, tagged via OSM keys `aeroway`, `building`, and `emergency`. It was last updated on 2026-05-14 by the Humanitarian OpenStreetMap Team (HOT).
North Korean railway lines and stations exported from OpenStreetMap, tagged with the `railway` key. The data includes rail lines, tram tracks, and stations, compiled by the Humanitarian OpenStreetMap Team (HOT). It was last updated on 2026-05-14.