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Dec 14, 2021
Human-Scale Quantitative Analysis on Urban Road Intersections
Authors: Zhiyong Shen [email protected], Zhiwei Shen [email protected], Xiao Luo [email protected], Meiting Tu 1710917@tong ji.edu.cn, and Xinghua Liu 1910893@tong ji.edu.cnAuthor Affiliations
Publication: CICTP 2021
ABSTRACT
Road intersections have become an important part of the urban traffic system and the design quality of urban road intersections (URIs) will directly affect traffic conditions. Many evaluation methods have been established to guide the construction of urban road intersections. However, current analysis frameworks do not depict human activities in urban road space. This study proposed a sequence framework without additional investigation and experiments with several deep learning models to extract all the urban road analysis features which includes human scale variables. Three categories of URI are classified in the paper. Besides, a multivariate linear model (ML) is built to find the relationship between the possible variables and the URI distribution space. ML shows that geometric design conditions, traffic subsidiary facilities and human activities have positive effects on a good URI distribution. According to the model result, the paper proposed several suggestions to design a good URI.
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Published online: Dec 14, 2021
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1Urban Mobility Institute, Key Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji Univ., Shanghai, China. Email: [email protected]
2College of Electrical and Information Engineering, Shandong Univ. (Weihai), Weihai, China. Email: [email protected]
3School of Transportation Engineering, Key Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji Univ., Shanghai, China. Email: [email protected]
4School of Transportation Engineering, Key Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji Univ., Shanghai, China. Email: 1710917@tong ji.edu.cn
5School of Transportation Engineering, Key Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji Univ., Shanghai, China. Email: 1910893@tong ji.edu.cn
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ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.