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Analysis of urban agglomeration structure through spatial network and mobile phone data

Liu, Xintao (författare)
Hong Kong Polytechnic University
Huang, Jianwei (författare)
Chinese University of Hong Kong
Lai, Jianhui (författare)
Beijing University of Technology
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Zhang, Junwei (författare)
Hong Kong Polytechnic University
Senousi, Ahmad M. (författare)
Hong Kong Polytechnic University
Zhao, Pengxiang (författare)
Lund University,Lunds universitet,Centrum för geografiska informationssystem (GIS-centrum),Institutionen för naturgeografi och ekosystemvetenskap,Naturvetenskapliga fakulteten,Centre for Geographical Information Systems (GIS Centre),Dept of Physical Geography and Ecosystem Science,Faculty of Science
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 (creator_code:org_t)
2021-05-30
2021
Engelska 21 s.
Ingår i: Transactions in GIS. - : Wiley. - 1361-1682 .- 1467-9671. ; 25:4, s. 1949-1969
  • Tidskriftsartikel (refereegranskat)
Abstract Ämnesord
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  • Urban agglomeration is an important strategy used to promote economic development and urbanization in China. Understanding the structure of urban agglomeration is therefore essential for policy-makers and planners. In this study, the Beijing–Tianjin–Hebei urban agglomeration (BTHUG) is explored through a proposed spatial network analytical framework and a large mobile phone data set (over 20 million users). We first construct a weight-directed spatial interaction network based on an origin–destination matrix derived from the data set. Several network metrics (i.e., degree, strength, the rich-club coefficient, and the assortativity coefficient) and three selected community detection algorithms (i.e., Infomap, Louvain, and Regionalization) are applied and compared to reveal the structure of the BTHUG. A four-level hierarchical structure is defined and observed: one global center, two local centers, major cities that have low mobility flow but strong linkages with the three centers, and peripheral cities that have low mobility flow and weak linkages with the three centers. In particular, the results imply that the spatial structure of the BTHUG is over-dependent on the global center (i.e., Beijing and northern Langfang). Further, ignoring spatial interaction patterns in top-down administrative planning for urban agglomeration may lead to ineffective integrated development. The implications for BTHUG planning are discussed.

Ämnesord

SAMHÄLLSVETENSKAP  -- Social och ekonomisk geografi -- Kulturgeografi (hsv//swe)
SOCIAL SCIENCES  -- Social and Economic Geography -- Human Geography (hsv//eng)

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