Revealing spatio-temporal evolution of urban visual environments with street view imagery
The visual landscape plays a pivotal role in urban planning and healthy cities. Recent
studies of visual evaluation focus on either objective or subjective approach, while …
studies of visual evaluation focus on either objective or subjective approach, while …
Using street view images to examine the association between human perceptions of locale and urban vitality in Shenzhen, China
There is a high correlation between the physical environment, human perception, and urban
vitality. However, fine-scale variations in urban vitality are complex, and human perceptions …
vitality. However, fine-scale variations in urban vitality are complex, and human perceptions …
[HTML][HTML] From intangible to tangible: The role of big data and machine learning in walkability studies
Walkability reflects the well-being of a city, and its measurement is evolving rapidly due to
advancements of big data and machine learning technologies. The study examines the …
advancements of big data and machine learning technologies. The study examines the …
Synergy between green stormwater infrastructure and active mobility: A comprehensive literature review
Green stormwater infrastructure (GSI) is increasingly used in urban planning to replace grey
infrastructure and achieve socio-environmental benefits. Its design can result in a substantial …
infrastructure and achieve socio-environmental benefits. Its design can result in a substantial …
[HTML][HTML] Mapping human perception of urban landscape from street-view images: A deep-learning approach
Human perception of urban landscape, which signifies to what extent urban landscape is
appreciated by local dwellers, informs human-oriented policies that reinforce public …
appreciated by local dwellers, informs human-oriented policies that reinforce public …
Integrating GIS, deep learning, and environmental sensors for multicriteria evaluation of urban street walkability
The walkability of urban streets (WoUS) benefits public health and urban livability, but there
is still no consensus on the quantitative and comprehensive evaluation of walkability …
is still no consensus on the quantitative and comprehensive evaluation of walkability …
Environmental factors for outdoor jogging in Beijing: Insights from using explainable spatial machine learning and massive trajectory data
Outdoor jogging, as a physical exercise beneficial for health, has proliferated worldwide.
However, understanding the nonlinear and heterogeneous associations between …
However, understanding the nonlinear and heterogeneous associations between …
Extracting human perceptions from street view images for better assessing urban renewal potential
J He, J Zhang, Y Yao, X Li - Cities, 2023 - Elsevier
Accurate and efficient assessment of large-scale urban renewal potential is an
indispensable prerequisite for managing and facilitating projects. However, few studies …
indispensable prerequisite for managing and facilitating projects. However, few studies …
Multiscale analysis of the influence of street built environment on crime occurrence using street-view images
HE Zhanjun, Z Wang, Z Xie, L Wu, Z Chen - Computers, Environment and …, 2022 - Elsevier
Assessing the effect of street built environment on crime occurrence is a hot research subject
in environmental criminology, which also plays an important role in crime prevention or even …
in environmental criminology, which also plays an important role in crime prevention or even …
Predicting the effect of street environment on residents' mood states in large urban areas using machine learning and street view images
Background Researchers have demonstrated that the built environment is associated with
mental health outcomes. However, evidence concerning the effects of street environments …
mental health outcomes. However, evidence concerning the effects of street environments …