• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
成果搜索

author:

Guo, Huagui (Guo, Huagui.) [1] (Scholars:郭华贵) | Zhang, Shuyu (Zhang, Shuyu.) [2] | Liu, Yufei (Liu, Yufei.) [3] | Lin, Runrong (Lin, Runrong.) [4] | Liu, Jiang (Liu, Jiang.) [5] (Scholars:刘江)

Indexed by:

Scopus SCIE

Abstract:

The association between built environment and physical activity has been recognized. However, how and to what extent microscale streetscapes are related to running activity remains underexplored, partly due to the lack of running data in large urban areas. Moreover, few studies have examined the interactive effects of macroscale built environment and microscale streetscapes. This study examines the main and interactive effects of the two-level environments on running intensity, using 9.73 million fitness tracker data from Keep in Shanghai, China. Results of spatial error model showed that: 1) the explanatory power of microscale streetscapes was higher than that of macroscale built environment with R2 of 0.245 and 0.240, respectively, which is different from the prior finding that R2 is greater for macroscale built environment than for microscale streetscape; 2) sky and green view indexes were positively associated with running intensity, whereas visual crowdedness had a negative effect; 3) there were negative interactions of land use Herfindahl-Hirschman index with sky and green view indexes, while a positive interaction was observed for visual crowdedness. To conclude, greener, more open and less visually crowded streetscapes, can promote running behavior and enhance the benefits of land use mix as well. The findings highlight the importance of streetscapes in promoting running behavior, instead of a supplement to macroscale built environment.

Keyword:

Built environment Deep learning Running activity Street view images

Community:

  • [ 1 ] [Guo, Huagui]Fuzhou Univ, Sch Architecture & Urban Rural Planning, Fuzhou 350108, Peoples R China
  • [ 2 ] [Zhang, Shuyu]Fuzhou Univ, Sch Architecture & Urban Rural Planning, Fuzhou 350108, Peoples R China
  • [ 3 ] [Lin, Runrong]Fuzhou Univ, Sch Architecture & Urban Rural Planning, Fuzhou 350108, Peoples R China
  • [ 4 ] [Liu, Jiang]Fuzhou Univ, Sch Architecture & Urban Rural Planning, Fuzhou 350108, Peoples R China
  • [ 5 ] [Guo, Huagui]Fuzhou Univ, Lab Smart Habitat Humanity, Fuzhou, Peoples R China
  • [ 6 ] [Liu, Yufei]Fujian Univ Technol, Sch Architecture & Urban Rural Planning, Fuzhou 350118, Peoples R China
  • [ 7 ] [Liu, Jiang]Fuzhou Univ Technol, Sch Architecture & Urban Rural Planning, Fuzhou, Peoples R China

Reprint 's Address:

  • [Liu, Jiang]Fuzhou Univ, Sch Architecture & Urban Rural Planning, Fuzhou 350108, Peoples R China;;[Liu, Jiang]Fuzhou Univ Technol, Sch Architecture & Urban Rural Planning, Fuzhou, Peoples R China;;

Show more details

Related Keywords:

Source :

BMC PUBLIC HEALTH

Year: 2024

Issue: 1

Volume: 24

3 . 5 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

Online/Total:169/10045765
Address:FZU Library(No.2 Xuyuan Road, Fuzhou, Fujian, PRC Post Code:350116) Contact Us:0591-22865326
Copyright:FZU Library Technical Support:Beijing Aegean Software Co., Ltd. 闽ICP备05005463号-1