Association between built environment factors and collective walking behavior in peri-urban area: Evidence from Chengdu

被引:6
作者
Zeng, Qian [1 ]
Wu, Hao [1 ,3 ]
Wei, Yuanyuan [1 ,2 ,6 ]
Wang, Jiajing [1 ]
Zhang, Chengyan [1 ,4 ]
Fei, Ningyuan [5 ]
Dewancker, Bart Julien [1 ]
机构
[1] Univ Kitakyushu, Fac Environm Engn, Kitakyushu 8080135, Japan
[2] Jiaxing Univ, Coll Civil Engn & Architecture, Jiaxing 314001, Peoples R China
[3] Hangzhou Planning & Design Agcy, Hangzhou 310012, Peoples R China
[4] Sichuan Agr Univ, Coll Architecture & Urban Rural Planning, Chengdu 611830, Peoples R China
[5] Southwest Jiaotong Univ, Sch Architecture, Chengdu 610031, Peoples R China
[6] 1 Hibikino,Wakamatsu Ku, Kitakyushu, Fukuoka 8080135, Japan
关键词
Built environment; Collective walking behavior; Peri-urban area; Street view image; Machine learning; TRAVEL; URBAN; ACCESSIBILITY; URBANIZATION; SPACE;
D O I
10.1016/j.apgeog.2024.103274
中图分类号
P9 [自然地理学]; K9 [地理];
学科分类号
0705 ; 070501 ;
摘要
Optimizing collective walking has been a pivotal strategy for alleviating the excessive reliance on private cars. As an important criterion for residents' social interaction and mobility vigor, collective walking describes the results of walking activities in streets and positively correlates with the built environments. However, limited attention has been given to the contribution of built environment factors in peri-urban areas towards promoting collective walking. Therefore, this study employed multisource data to assess the impact of these factors on collective walking in peri-urban areas. Our analysis delved into the impact of these factors on collective walking across various urban spaces and explored intervention effects through cross-classification studies that prioritize planning strategies. These results revealed that (1) The impacts of the built environment on collective walking behavior differs in peri-urban areas. (2) Diversity and distance only show significant impacts in peri-urban areas. (3) A distinct spatial mismatch between urban spatial form and collective walking behavior is observed. Subsequent urban design interventions should consider these spatial distribution differences for prioritized zoning planning. Our findings provided convincing evidence that delineated the impact of built environments in periurban areas that can guide government and planners to precisely design pedestrian environments through targeted intervention measures.
引用
收藏
页数:12
相关论文
共 79 条
[1]   What is the role of weather, built-environment and accessibility geographical characteristics in influencing travelers' experience? [J].
Abenoza, Roberto F. ;
Liu, Chengxi ;
Cats, Oded ;
Susilo, Yusak O. .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2019, 122 :34-50
[2]   A review of domains, approaches, methods and indicators in peri-urbanization literature [J].
Ahani, Somayeh ;
Dadashpoor, Hashem .
HABITAT INTERNATIONAL, 2021, 114
[3]   Ambiguity at the peri-urban interface in Australia [J].
Amirinejad, Ghazal ;
Donehue, Paul ;
Baker, Douglas .
LAND USE POLICY, 2018, 78 :472-480
[4]   Influences of rural built environment on travel mode choice of rural residents: The case of rural Sichuan [J].
Ao, Yibin ;
Zhang, Yuting ;
Wang, Yan ;
Chen, Yunfeng ;
Yang, Linchuan .
JOURNAL OF TRANSPORT GEOGRAPHY, 2020, 85
[5]  
Asfandiyarova L. R., 2022, IOP Conference Series: Earth and Environmental Science, DOI 10.1088/1755-1315/1076/1/012009
[6]   Street view imagery in urban analytics and GIS: A review [J].
Biljecki, Filip ;
Ito, Koichi .
LANDSCAPE AND URBAN PLANNING, 2021, 215
[7]   Retrofitting the Suburbs to Increase Walking: Evidence from a Land-use-Travel Study [J].
Boarnet, Marlon G. ;
Joh, Kenneth ;
Siembab, Walter ;
Fulton, William ;
Mai Thi Nguyen .
URBAN STUDIES, 2011, 48 (01) :129-159
[8]   How does walkability change relate to walking behavior change? Effects of a street improvement in pedestrian volumes and walking experience [J].
Cambra, Paulo ;
Moura, Filipe .
JOURNAL OF TRANSPORT & HEALTH, 2020, 16
[9]   Travel demand and the 3Ds: Density, diversity, and design [J].
Cervero, R ;
Kockelman, K .
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 1997, 2 (03) :199-219
[10]   Examining the association between the built environment and pedestrian volume using street view images [J].
Chen, Long ;
Lu, Yi ;
Ye, Yu ;
Xiao, Yang ;
Yang, Linchuan .
CITIES, 2022, 127