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Author:

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

Indexed by:

EI Scopus SCIE

Abstract:

The transit-oriented development (TOD) is an effective planning strategy for achieving the Sustainable Devel-opment Goals (SDGs) in transportation by incentivizing active transport. As an active transport with high flex-ibility and affordability, the use of dockless bike-sharing (DBS) services was affected by many identified factors. However, few studies have examined this effect from a temporally heterogeneous perspective. Here, this study aims to test if there are heterogeneous effects of station-level land-use on the use of DBS across time and to explore how and to what extent station-level land-use affects the use of DBS dynamically. Taking Beijing as a case study, this study developed the Global Linear Regression models and the Time-Varying Coefficients panel data models to estimate the heterogeneity. The results prove the existence of heterogeneity on both working days and non-working days. The daily DBS trips were significantly correlated to the density, diversity, and most types of land-use; the effect of density maintained a high level and varies with hours, and the effect of diversity showed an insignificant effect on hourly DBS trips. Besides, public management and service facilities were critical in influencing DBS usage during the daily off-peak hours, while residences always significantly and positively correlated to the use of DBS before morning peak hours and after evening peak hours. Further, the study suggests an active transfer of DBS facilities in the businesses and commercial areas to surrounding areas during non-working days. The findings guide the improvement of the service efficiency of DBS systems, and integrate DBS management strategies into TOD practice toward SDGs.

Keyword:

Dockless bike-sharing Temporal heterogeneity Urban planning Built environment

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 ] [Zhang, Xiaodong]Beijing Municipal Inst City Planning & Design, Digital City Planning Dept, 60 Nanlishi Rd, Beijing 100045, Peoples R China
  • [ 5 ] [Zhou, Chenjing]Beijing Univ Civil Engn & Architecture, 1 Zhanlan Rd, Beijing 100044, Peoples R China

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Source :

JOURNAL OF CLEANER PRODUCTION

ISSN: 0959-6526

Year: 2022

Volume: 380

1 1 . 1

JCR@2022

1 1 . 1 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:49

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 8

SCOPUS Cited Count: 9

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 9

Affiliated Colleges:

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