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Author:

Liu, Siyang (Liu, Siyang.) | Zhou, Chenjing (Zhou, Chenjing.) | Rong, Jian (Rong, Jian.) (Scholars:荣建) | Bian, Yang (Bian, Yang.) | Wang, Yi (Wang, Yi.)

Indexed by:

EI Scopus SCIE

Abstract:

Research has revealed various relationships between regional functions, land use, and mobility features. However, how or to what extent the planned mobility features of designed regional functions differ from observed mobility features has not been sufficiently investigated. Here, the concordance between regional functions and mobility features was evaluated with datasets of dockless bike-sharing (DBS) usage and land use near metro stations. The K-means cluster method was applied to land use for capturing regional functions and to DBS features for identifying DBS usage patterns. The Kappa statistic for testing the concordance was proposed to show the differences between regional functions and mobility features. The results show poor concordance between regional functions and observed DBS features under the transit-oriented development context; the Kappa value was 0.09 on average for both DBS attraction and production. The concordance was found to be vulnerable to moderation by regional functions, on which commercial and business centers showed fair (Kappa = 0.20) and moderate (Kappa = 0.40) concordance with DBS attraction and production, respectively. The findings revalidate known relationships between land-use and mobility features based on mobility performance, and can assist in policy interventions to achieve the coordinated development of regional land-use and transportation systems.

Keyword:

Sustainability Concordance TOD Dockless bike -sharing Sustainable transport Land -use

Author Community:

  • [ 1 ] [Liu, Siyang]Beijing Univ Technol, Beijing Key Lab Traff Engn, 100 Pingleyuan, Beijing 100124, Peoples R China
  • [ 2 ] [Rong, Jian]Beijing Univ Technol, Beijing Key Lab Traff Engn, 100 Pingleyuan, Beijing 100124, Peoples R China
  • [ 3 ] [Bian, Yang]Beijing Univ Technol, Beijing Key Lab Traff Engn, 100 Pingleyuan, Beijing 100124, Peoples R China
  • [ 4 ] [Zhou, Chenjing]Beijing Univ Civil Engn & Architecture, 1 Zhanlan Rd, Beijing 100044, Peoples R China
  • [ 5 ] [Wang, Yi]Tsinghua Univ, Sch Civil Engn, 1 Qinghua Garden, Beijing 100084, Peoples R China

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Source :

SUSTAINABLE CITIES AND SOCIETY

ISSN: 2210-6707

Year: 2022

Volume: 84

1 1 . 7

JCR@2022

1 1 . 7 0 0

JCR@2022

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 11

SCOPUS Cited Count: 12

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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