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author:

Yang, Xiping (Yang, Xiping.) [1] | Fang, Zhixiang (Fang, Zhixiang.) [2] | Yin, Ling (Yin, Ling.) [3] | Li, Junyi (Li, Junyi.) [4] | Lu, Shiwei (Lu, Shiwei.) [5] | Zhao, Zhiyuan (Zhao, Zhiyuan.) [6] (Scholars:赵志远)

Indexed by:

SSCI Scopus

Abstract:

Understanding the relationship between human mobility and land use has been a longstanding topic in multiple disciplines, including transport geography and urban planning. Recently, urban collective mobility patterns have become a hot research direction and has been explored at an unprecedented space-time scale due to the emerging big human tracking datasets (e.g., mobile phone data). However, only a few studies have comprehensively quantified the effects of land use on human mobility patterns while considering the influence of the scale of spatial analysis units. This study attempts to reinforce this knowledge by investigating urban human convergence-divergence patterns and their relationship with land use distribution characteristics at three popular types of spatial analysis units of human mobility studies (voronoi polygons, grid cells, and traffic analysis zones) using mobile phone data. A case study on Shenzhen, China is implemented, and results indicate that eight distinct convergence-divergence patterns could be extracted to describe urban collective mobility patterns despite the use of different types of spatial analysis unit. Moreover, the scale of spatial analysis units exerts a few effects on the quantification of the influence of land use distribution on human convergence-divergence patterns, but some common characteristics could be summarized from these discrepant results. The findings can help policy makers understand urban human mobility and can serve as a guide for urban management and planning.

Keyword:

Human convergence-divergence Human mobility Land use Mobile phone data

Community:

  • [ 1 ] [Yang, Xiping]Shaanxi Normal Univ, Sch Geog & Tourism, Xian 710119, Shaanxi, Peoples R China
  • [ 2 ] [Li, Junyi]Shaanxi Normal Univ, Sch Geog & Tourism, Xian 710119, Shaanxi, Peoples R China
  • [ 3 ] [Yang, Xiping]Shaanxi Key Lab Tourism Informat, Xian 710119, Shaanxi, Peoples R China
  • [ 4 ] [Li, Junyi]Shaanxi Key Lab Tourism Informat, Xian 710119, Shaanxi, Peoples R China
  • [ 5 ] [Fang, Zhixiang]Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Hubei, Peoples R China
  • [ 6 ] [Yin, Ling]Chinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Rd, Shenzhen 518005, Guangdong, Peoples R China
  • [ 7 ] [Lu, Shiwei]Huazhong Univ Sci & Technol, Sch Architecture & Urban Planning, Wuhan 430074, Hubei, Peoples R China
  • [ 8 ] [Zhao, Zhiyuan]Fuzhou Univ, Natl & Local Joint Engn Res Ctr Geospatial Inform, Fuzhou 350002, Fujian, Peoples R China

Reprint 's Address:

  • [Fang, Zhixiang]Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Hubei, Peoples R China

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Source :

CITIES

ISSN: 0264-2751

Year: 2019

Volume: 95

4 . 8 0 2

JCR@2019

6 . 0 0 0

JCR@2023

ESI Discipline: SOCIAL SCIENCES, GENERAL;

ESI HC Threshold:95

JCR Journal Grade:1

Cited Count:

WoS CC Cited Count: 25

SCOPUS Cited Count: 28

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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