GeoAI for large-scale image analysis and machine vision: recent progress of artificial intelligence in geography
GeoAI, or geospatial artificial intelligence, has become a trending topic and the frontier for
spatial analytics in Geography. Although much progress has been made in exploring the …
spatial analytics in Geography. Although much progress has been made in exploring the …
Street View Imagery (SVI) in the built environment: A theoretical and systematic review
Y Li, L Peng, C Wu, J Zhang - Buildings, 2022 - mdpi.com
Street view imagery (SVI) provides efficient access to data that can be used to research
spatial quality at the human scale. The previous reviews have mainly focused on specific …
spatial quality at the human scale. The previous reviews have mainly focused on specific …
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 …
Dynamic greenspace exposure and residents' mental health in Guangzhou, China: From over-head to eye-level perspective, from quantity to quality
Natural environments especially greenspace may play an important role in enhancing
people's mental health. However, the existing literature mainly assesses greenspace …
people's mental health. However, the existing literature mainly assesses greenspace …
Are greenspace quantity and quality associated with mental health through different mechanisms in Guangzhou, China: A comparison study using street view data
Residential greenspace quality may be more important for people's mental health than the
quantity of greenspace. Existing literature mainly focuses on greenspace quantity and is …
quantity of greenspace. Existing literature mainly focuses on greenspace quantity and is …
The spatial heterogeneity of urban green space inequity from a perspective of the vulnerable: A case study of Guangzhou, China
W Yang, R Yang, S Zhou - Cities, 2022 - Elsevier
Urban green space (UGS) plays an essential role in sustainable urban development and is
closely related to public health and human well-being. The inequity of UGS violates …
closely related to public health and human well-being. The inequity of UGS violates …
Associations between street-view perceptions and housing prices: Subjective vs. objective measures using computer vision and machine learning techniques
This study investigated the extent to which subjectively and objectively measured street-
level perceptions complement or conflict with each other in explaining property value. Street …
level perceptions complement or conflict with each other in explaining property value. Street …
Green space exposure at subway stations, transportation mode choice and travel satisfaction
Access to subway stations is important for daily commuting, but scant attention has been
given to green space exposure at subway station areas in people's residential …
given to green space exposure at subway station areas in people's residential …
The impact of greenspace proximity on stress levels and travel behavior among residents in Pasig City, Philippines during the Covid-19 pandemic
CAM Barquilla, J Lee, SY He - Sustainable Cities and Society, 2023 - Elsevier
This study investigated the impact of greenspace proximity on stress levels and active travel
behavior in post-lockdown Pasig City, Philippines. 307 residents took part in an online …
behavior in post-lockdown Pasig City, Philippines. 307 residents took part in an online …
Neighbourhood greenspace quantity, quality and socioeconomic inequalities in mental health
There is tentative evidence suggesting that socioeconomically disadvantaged groups may
benefit more from access to neighbourhood greenspace and therefore could be a lever for …
benefit more from access to neighbourhood greenspace and therefore could be a lever for …