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Author:

Zhang, Tianqi (Zhang, Tianqi.) | Sun, Lishan (Sun, Lishan.) | Yao, Liya (Yao, Liya.) | Rong, Jian (Rong, Jian.) (Scholars:荣建)

Indexed by:

SSCI EI Scopus SCIE

Abstract:

This paper proposed a new method to describe, compare, and classify the traffic congestion points in Beijing, China, by using the online map data and further revealed the relationship between traffic congestion and land use. The data of the point of interest (POI) and the real-time traffic was extracted from an electronic map of the area in the fourth ring road of Beijing. The POIs were quantified based on the architectural area of the land use; the congestion points were identified based on real-time traffic. Then, the cluster analysis using the attributes of congestion time was conducted to identify the main traffic congestion areas. The result of a linear regression analysis between the congestion time and the land use showed that the influence of the high proportion of commercial land use on the traffic congestion was significant. Also, we considered five types of land use through performing a linear regression analysis between the congestion time and the ratio of four types of land use. The results showed that the reasonable ratio of land use types could efficiently reduce congestion time. This study makes contributions to the policy-making of urban land use.

Keyword:

Author Community:

  • [ 1 ] [Zhang, Tianqi]Beijing Univ Technol, Beijing Key Lab Traff Engn, 100 Pingleyuan, Beijing 100124, Peoples R China
  • [ 2 ] [Sun, Lishan]Beijing Univ Technol, Beijing Key Lab Traff Engn, 100 Pingleyuan, Beijing 100124, Peoples R China
  • [ 3 ] [Rong, Jian]Beijing Univ Technol, Beijing Key Lab Traff Engn, 100 Pingleyuan, Beijing 100124, Peoples R China
  • [ 4 ] [Yao, Liya]Beijing Inst Technol, Sch Mech & Vehicular Engn, 5 South Zhongguancun St, Beijing 100081, Peoples R China

Reprint Author's Address:

  • [Sun, Lishan]Beijing Univ Technol, Beijing Key Lab Traff Engn, 100 Pingleyuan, Beijing 100124, Peoples R China

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Source :

JOURNAL OF ADVANCED TRANSPORTATION

ISSN: 0197-6729

Year: 2017

2 . 3 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:165

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 44

SCOPUS Cited Count: 67

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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