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Impact Analysis of Land Use on Traffic Congestion Using Real-Time Traffic and POI
Joint Authors
Zhang, Tianqi
Rong, Jian
Yao, Li-ya
Sun, Lishan
Source
Journal of Advanced Transportation
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-10-26
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
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.
American Psychological Association (APA)
Zhang, Tianqi& Sun, Lishan& Yao, Li-ya& Rong, Jian. 2017. Impact Analysis of Land Use on Traffic Congestion Using Real-Time Traffic and POI. Journal of Advanced Transportation،Vol. 2017, no. 2017, pp.1-8.
https://search.emarefa.net/detail/BIM-1170926
Modern Language Association (MLA)
Zhang, Tianqi…[et al.]. Impact Analysis of Land Use on Traffic Congestion Using Real-Time Traffic and POI. Journal of Advanced Transportation No. 2017 (2017), pp.1-8.
https://search.emarefa.net/detail/BIM-1170926
American Medical Association (AMA)
Zhang, Tianqi& Sun, Lishan& Yao, Li-ya& Rong, Jian. Impact Analysis of Land Use on Traffic Congestion Using Real-Time Traffic and POI. Journal of Advanced Transportation. 2017. Vol. 2017, no. 2017, pp.1-8.
https://search.emarefa.net/detail/BIM-1170926
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1170926