1529 research outputs found
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The Firefighter problem with dynamic defence costs
No full textResults of simulations of heuristic strategies on the Cost Function Firefighter Problem under several cost function definitions and various graph classes
Connexin 43 (Cx43) and partner protein, human Discs large homologue-1 (Dlg1) cooperate in wound closure in keratinocytes
No full textExcel and Prism datasheets
Enforcement, extension, and entanglement: Punishing non-payment of financial penalties in Scotland - Community justice practitioner interviews
Full text linkInterview transcripts with 9 community justice practitioners concerning their perspectives on the use, impact, and meaning of fines and financial penalties in Scotland
Multi-layered capillary barrier systems: analytical, numerical and experimental study
No full textData values underpinning figures in journal article under review
Global Gambling Control Scorecard (GGCS): User Guide. Version 1: November 2025
Full text linkThis codebook accompanies the Global Gambling Control Scorecard (GGCS) dataset, a comparative tool designed to assess the strength of gambling control systems across countries. The codebook provides detailed definitions, coding instructions, and guidance on interpreting variables within the dataset. It outlines the conceptual framework, domains, and scoring rules used to classify national gambling control policies. Developed through a global e-Delphi study, the GGCS focuses on policies and regulations aimed at preventing gambling-related harms. This document serves as a reference for users analysing or replicating the GGCS dataset and supports transparency and reproducibility of coding decisions
Multifunctional Fe-doped MOF-808 Nanocomposites for Chemo/Chemodynamic Synergistic Therapy
No full textExperimental data to accompany publication
Investigating the political economy of industry 4.0. A labour process analysis in the commercial aerospace sector
No full textThe dataset is composed of the transcripts of the semi-structured interviews that underpin my thesis
Comparison of calf faeces and rumen digesta as inoculum to measure in vitro digestibility using the gas production technique
Full text linkThis dataset is the gas production data collected from an in vitro pilot study to measure gas production and digestibility kinetics from faecal and rumen inocula obtained from pre-weaned and weaned dairy calves, and to quantify the relationship between inocula types
CCTV Traffic video data
No full textOverview:
CCTV traffic video data is a 2.65 TB dataset comprising multiple CCTV-like videos collected between 01/02/2022 and 19/03/2022 in the cities of Glasgow, Manchester, Sheffield, and Newcastle. In each city, efforts were made to locate sites and environments expected to yield high volumes of objects of interest across a range of contexts: Cyclists on a cycle path, cyclists on the road, pedestrianised streets, streets with pedestrians and vehicles, streets mostly with vehicles. A standard approach for image capture was established, with multiple cameras positioned at different locations on each site, to capture objects of interest from different perspectives. These included views designed to capture objects moving towards, away, from, and across the field of view of cameras. Following deployment, each camera recorded 14 consecutive hours of video, between 6am and 8pm. The videos were produced in RGB colour mode, with a spatial resolution of 1280 x 720 pixels and a frame rate of 25 frames per second. The video format used was MP4 with the codec MPEG-4 AVC/H.264. All cameras were pole-mounted at a height between 3 and 3.5 metres.
Access and restrictions:
CCTV traffic video data is not available for research sharing. However this metadata record has been provided for research data integrity purposes.
More information:
The CCTV traffic video data is related to the CCTV annotated data, as it provided the 10,446 frames used for the manual annotation task
