Urban visual clusters and road transport fatalities: A global city-level image analysis

Road traffic crashes are among the leading causes of death and injury worldwide. While urban planning and design are known to influence road safety, it is not clear how features of the built environment contribute to traffic fatalities. In this study, we analyze road fatality data from 106 cities ac...

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Bibliographic Details

Published in:	Communications in Transportation Research
Main Authors:	Zhuangyuan Fan, Becky P.Y. Loo
Format:	Article
Language:	English
Published:	Elsevier 2025-12-01
Subjects:	Road safety Image analysis Urban visual clusters Streetscape Built environment Urban design
Online Access:	http://www.sciencedirect.com/science/article/pii/S2772424725000332