[HTML][HTML] Objective scoring of streetscape walkability related to leisure walking: Statistical modeling approach with semantic segmentation of Google Street View …

S Nagata, T Nakaya, T Hanibuchi, S Amagasa… - Health & Place, 2020 - Elsevier
Although the pedestrian-friendly qualities of streetscapes promote walking, quantitative
understanding of streetscape functionality remains insufficient. This study proposed a novel …

How are neighborhood and street-level walkability factors associated with walking behaviors? A big data approach using street view images

BW Koo, S Guhathakurta… - Environment and …, 2022 - journals.sagepub.com
The built environment characteristics associated with walkability range from neighborhood-
level urban form factors to street-level urban design factors. However, many existing …

Measuring visual enclosure for street walkability: Using machine learning algorithms and Google Street View imagery

L Yin, Z Wang - Applied geography, 2016 - Elsevier
One major limitation currently with studying street level urban design qualities for walkability
is the often inconsistent and unreliable measures of streetscape features across different …

A novel walkability index using google street view and deep learning

D Ki, Z Chen, S Lee, S Lieu - Sustainable Cities and Society, 2023 - Elsevier
Despite its wide use across disciplines, the conventional walkability index has limited
applicability in planning and design practice because it shows poor agreement with …

Investigating the association between streetscapes and human walking activities using Google Street View and human trajectory data

X Li, P Santi, TK Courtney, SK Verma… - Transactions in …, 2018 - Wiley Online Library
Having an active lifestyle is recognized to positively contribute to public health. Creating
more walkable streets and neighborhoods is an important way to promote an active lifestyle …

The relationship between visual enclosure for neighbourhood street walkability and elders' mental health in China: Using street view images

R Wang, Y Lu, J Zhang, P Liu, Y Yao, Y Liu - Journal of Transport & Health, 2019 - Elsevier
Background Neighbourhood walkability has been consistently associated with more
physical activities in adults. Nevertheless, evidence of a beneficial association between …

[HTML][HTML] Development and reliability of a streetscape observation instrument for international use: MAPS-global

KL Cain, CM Geremia, TL Conway, LD Frank… - International Journal of …, 2018 - Springer
Background Relationships between several built environment factors and physical activity
and walking behavior are well established, but internationally-comparable built environment …

Street level urban design qualities for walkability: Combining 2D and 3D GIS measures

L Yin - Computers, Environment and Urban Systems, 2017 - Elsevier
Much of the physical activity and built environment literature has focused on composite
walkability indices based on the D variables–design, density, diversity, destination …

Walkability scoring: Why and how does a three-dimensional pedestrian network matter?

J Zhao, G Sun, C Webster - Environment and Planning B …, 2021 - journals.sagepub.com
Previous walkability scoring systems are all based on road networks, even though roads are
not designed for pedestrians. To calculate an accurate walking score, we need pedestrian …

[HTML][HTML] Global microscale walkability ratings and rankings: A novel composite indicator for 59 European city centres

A Bartzokas-Tsiompras, E Bakogiannis… - Journal of transport …, 2023 - Elsevier
Several walkability studies have focused primarily on macro-level environmental factors.
Nevertheless, previous research has shown that street-level design can also support …