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Author:

Li, Tongfei (Li, Tongfei.) | Chen, Yanyan (Chen, Yanyan.) (Scholars:陈艳艳) | Wang, Zhen (Wang, Zhen.) | Liu, Zhuo (Liu, Zhuo.) | Ding, Rui (Ding, Rui.) | Xue, Shuqi (Xue, Shuqi.)

Indexed by:

SSCI EI Scopus SCIE

Abstract:

In recent years, with the acceleration of the urbanization process, the contradiction between transportation infrastructure facilities and spatial layout of urban land use is escalating. However, integrated urban planning and transportation planning provides a new way to significantly relieve traffic congestion and the phenomenon of jobs-housing separation brought by urbanization. In this study, the massive internet data of urban planning (e.g. internet-based positioning data) and traditional data resources of the traffic system (e.g. smart card data) are combined to identify the jobs-housing relationship around urban rail transit stations instead of the method of theoretical modeling. All the stations are classified into different categories on this basis. Besides, as for the connections of different regions and the spatial distribution of the urban population, the method of smart card data mining is adopted to analyze commuting characteristics and spatial distribution of origin-destination travel demand for different categories of stations. Finally, analysis of the correlation between the resident population around urban rail transit stations and commuting passenger flow is carried out by statistical methods. Corresponding results can be further applied to the integrated planning of transportation and land use.

Keyword:

urban areas big data applications jobs-housing relationship land use planning Transportation commuting passenger

Author Community:

  • [ 1 ] [Li, Tongfei]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China
  • [ 2 ] [Chen, Yanyan]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Liu, Zhuo]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China
  • [ 4 ] [Wang, Zhen]Qingdao City Planning & Design Inst, Qingdao 266071, Peoples R China
  • [ 5 ] [Ding, Rui]Guizhou Univ Finance & Econ, Coll Big Data Applicat & Econ, Guiyang 550025, Peoples R China
  • [ 6 ] [Xue, Shuqi]Xian Univ Posts & Telecommun, Sch Modern Posts, Xian 710061, Peoples R China

Reprint Author's Address:

  • [Ding, Rui]Guizhou Univ Finance & Econ, Coll Big Data Applicat & Econ, Guiyang 550025, Peoples R China

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Source :

IEEE ACCESS

ISSN: 2169-3536

Year: 2019

Volume: 7

Page: 175083-175092

3 . 9 0 0

JCR@2022

JCR Journal Grade:1

Cited Count:

WoS CC Cited Count: 16

SCOPUS Cited Count: 18

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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