2024
DOI: 10.3390/buildings14020549
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Understanding Urban Residents’ Walking Exercise Preferences: An Empirical Study Using Street View Images and Trajectory Data

Jiawei Zhu,
Bo Li,
Hao Ouyang
et al.

Abstract: Walking exercise is a prevalent physical activity in urban areas, with streetscapes playing a significant role in shaping preferences. Understanding this influence is essential for creating urban environments conducive to walking exercise and improving residents’ quality of life. In this study, we utilize scenic beauty estimation and deep learning methods, leveraging street view images and walking exercise trajectories to analyze this influence from a human-centric perspective. We begin by generating sampling … Show more

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Cited by 2 publications
(1 citation statement)
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“…To make the transition to satisfactory and sustainable mobility in cardependent cities, the reduction in car use should be accompanied by benefits for residents. These benefits include improved public transport, convenient walking and cycling, and an integrated system of public transport modes [11][12][13].…”
Section: The Growing Number Of Cars In European Citiesmentioning
confidence: 99%
“…To make the transition to satisfactory and sustainable mobility in cardependent cities, the reduction in car use should be accompanied by benefits for residents. These benefits include improved public transport, convenient walking and cycling, and an integrated system of public transport modes [11][12][13].…”
Section: The Growing Number Of Cars In European Citiesmentioning
confidence: 99%