[HTML][HTML] Computer vision applications for urban planning: A systematic review of opportunities and constraints

R Marasinghe, T Yigitcanlar, S Mayere… - Sustainable Cities and …, 2023 - Elsevier
Computer vision (CV) technology, a key subset of artificial intelligence, provides powerful
tools for extracting valuable insights from visual data, which is a crucial component for the …

[HTML][HTML] The synergistic interplay of artificial intelligence and digital twin in environmentally planning sustainable smart cities: a comprehensive systematic review

SE Bibri, J Huang, SK Jagatheesaperumal… - Environmental Science …, 2024 - Elsevier
In the dynamic landscape of sustainable smart cities, emerging computational technologies
and models are reshaping data-driven planning strategies, practices, and approaches …

[HTML][HTML] Moderation effects of streetscape perceptions on the associations between accessibility, land use mix, and bike-sharing use: cross-sectional study

H Guo, S Zhang, X Xie, J Liu… - JMIR Public Health and …, 2024 - publichealth.jmir.org
Background: Cycling is known to be beneficial for human health. Studies have suggested
significant associations of physical activity with macroscale built environments and …

Predicting neighborhood-level residential carbon emissions from Street View images using computer vision and machine learning

W Shi, Y Xiang, Y Ying, Y Jiao, R Zhao, W Qiu - Remote Sensing, 2024 - mdpi.com
Predicting urban-scale carbon emissions (CEs) is crucial in drawing implications for various
urgent environmental issues, including global warming. However, prior studies have …

Quantifying the Impact of Street Greening during Full-Leaf Seasons on Emotional Perception: Guidelines for Resident Well-Being

N Hao, X Li, D Han, W Nie - Forests, 2024 - mdpi.com
Quantifying the emotional impact of street greening during the full-leaf seasons in spring,
summer, and fall is important for well-being-focused urban construction. Current emotional …

Comparing Macroscale and Microscale Walkability Indicators to Establish Pick-Up/Drop-Off Locations for a Microtransit Service in a Suburban Area

G D'Orso, L Minaudo, M Migliore - Infrastructures, 2023 - mdpi.com
Microtransit is a shared mobility service that operates between fixed-route transit and ride-
hailing. It operates with a fleet of vans or minibuses within a service zone that is usually …

Building running-friendly cities: effects of streetscapes on running using 9.73 million fitness tracker data in Shanghai, China

H Guo, S Zhang, Y Liu, R Lin, J Liu - BMC Public Health, 2024 - Springer
The association between built environment and physical activity has been recognized.
However, how and to what extent microscale streetscapes are related to running activity …

Investigating the dynamicity of sentiment predictors in urban green spaces: A machine learning-based approach

C Zhou, S Zhang, M Zhao, L Wang, J Chen… - Urban Forestry & Urban …, 2023 - Elsevier
Urban green spaces (UGSs) are known to promote psychological restoration. However,
most traditional studies measure this effect statically using preset assumptions or scenarios …

Can good neighbourhood perception magnify the positive effect of favourable built environment on recreational walking in China?

H Guo, Y Li, Y Liu, S Zhang, Y Zhang, HC Ho - BMC public health, 2024 - Springer
Background It remains unknown whether good neighbourhood perception can enhance the
benefits of favourable built environment to physical activity. Moreover, the moderation …

[HTML][HTML] An Assessment of the Urban Streetscape Using Multiscale Data and Semantic Segmentation in Jinan Old City, China

Y Xu, H Tong, J Liu, Y Su, M Li - Buildings, 2024 - mdpi.com
Urban street space is a significant component of urban public spaces and an important
aspect of people's perceptions of a city. Jinan Old City exemplifies the balance between the …