Investigating environmental influence on active travel of multi-ages
A deep learning-based approach
Bibliographic Data
| ID | 7472385 |
|---|---|
| Authors | Conghui Zhou (0000-0003-1698-1846, Southeast University, corresponding author), Huiying Zhan (Southeast University), Shining Zhang (Southeast University), Haifei Zhou (0009-0003-2536-3107, Southeast University) |
| Year | 2026 |
| Volume | 172 |
| Pages | 106897 |
| Publication date | 2026-05-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Cities (JOURNAL) |
| Journal identifiers | ISSN: 0264-2751 • E-ISSN: 1873-6084 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.cities.2026.106897 |
| OpenAlex | W7130817439 |
| Language | EN |
| References cited | 101 |
Contrast (vision · Counterintuitive · Cycling · Diversity (politics · Travel time · Tree (set theory · Older Adults Driving Studies · Urban Green Space and Health · Urban Transport and Accessibility
Using Google Street View to Audit the Built Environment
Neighborhood Environment Walkability Scale
Systematic social observation of children’s neighborhoods using Google Street View
Using deep learning to examine street view green and blue spaces and their associations with geriatric depression in Beijing, China
Environmental factors influencing older adults’ walking for transportation
‘Big data’ for pedestrian volume
Physical activity in relation to urban environments in 14 cities worldwide
Measuring visual quality of street space and its temporal variation
Destination and Route Attributes Associated with Adults’ Walking
Nature and mental health
Nature Contact and Human Health
Nearby green space and human health
Global trends in insufficient physical activity among adolescents
Travel demand and the 3Ds
Sidewalk design in multi-cultural settings
Detecting older pedestrians and aging-friendly walkability using computer vision technology and street view imagery
Estimating pedestrian volume using Street View images
Street view environments are associated with the walking duration of pedestrians
The impact of the “skeleton” and “skin” for the streetscape on the walking behavior in 3D vertical cities
Quantification through deep learning of sky view factor and greenery on urban streets during hot and cool seasons
Understanding the effects of environmental perceptions on walking behavior by integrating big data with small data
Association between built environment factors and collective walking behavior in peri-urban area
Global and local associations between urban greenery and travel propensity of older adults in Hong Kong
Social inequalities in neighborhood visual walkability
Healthy city development for Chinese cities under dramatic imbalance
The application of subjective and objective method in the evaluation of healthy cities
Validation of Walk Score® for Estimating Neighborhood Walkability
Active Commuting, Physical Activity, and Sedentary Behaviors in Children and Adolescents from Spain
Natural movement
Associations of street layout with walking and sedentary behaviors in an urban and a rural area of Japan
Shaping active transport behavior
A comparison of three methods for assessing the walkability of the pedestrian environment
Influences of rural built environment on travel mode choice of rural residents
Examining the influence of neighborhood and street-level built environment on fitness jogging in Chengdu, China
To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults
Active travel and the built environment
The secrets of highly active older adults
Measuring human perceptions of streetscapes to better inform urban renewal
Examining the effects of neighborhood walking environments and green spaces on the likelihood of residents being obese
Examining the association between the built environment and pedestrian volume using street view images
Evidence of Jacobs’s street life in the great Seoul city
(Re)Designing the built environment to support physical activity
Understanding complex interactions between neighborhood environment and personal perception in affecting walking behavior of older adults
Measuring streetscape perceptions from driveways and sidewalks to inform pedestrian-oriented street renewal in Düsseldorf
Investigating the potential of crowdsourced street-level imagery in understanding the spatiotemporal dynamics of cities
The S + 5Ds
The influence of social interactions on the behavioral patterns of the people in urban spaces (case study
Age as effect modifier of the associations between the physical environment and adults' neighborhood walking in the Netherlands
Uncovering spatial patterns of environmental influence on the paces of active leisure travel
How does group availability affect distributional equity of outdoor physical activity facilities? Evidence from Nanjing, China
The nonlinear effects of the subjective and objective built environment on active travel behavior
The effect of street-level greenery on walking behavior
A social interaction field model accurately identifies static and dynamic social groupings
| Citation velocity | historical |
|---|---|
| Highly cited | No |