[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 …
[HTML][HTML] Evaluating the relationship between walking and street characteristics based on big data and machine learning analysis
The relationship between walking and the built environment is gaining increased attention
for promoting sustainable transport and healthy communities. However, while pedestrians …
for promoting sustainable transport and healthy communities. However, while pedestrians …
A novel walkability index using google street view and deep learning
Despite its wide use across disciplines, the conventional walkability index has limited
applicability in planning and design practice because it shows poor agreement with …
applicability in planning and design practice because it shows poor agreement with …
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 …
level urban form factors to street-level urban design factors. However, many existing …
Measuring Perceived Walkability at the City Scale Using Open Data
Y Ye, C Jia, S Winter - Land, 2024 - mdpi.com
The walkability of the built environment has been shown to be critical to the health of
residents, and open data have been widely used to assess walkability. However, previous …
residents, and open data have been widely used to assess walkability. However, previous …
[PDF][PDF] Microscale Walkability Modelling. The Case of Athens City Centre.
A Bartzokas-Tsiompras, YN Photis - International Journal of …, 2021 - academia.edu
Accepted: 20 May 2021 To date, several macro-level walkability measures have been
proposed, but microscale and audit-based walkability approaches prove to be highly …
proposed, but microscale and audit-based walkability approaches prove to be highly …
Using open data and deep learning to explore walkability in Shenzhen, China
Developing more walkable environments plays an essential role in healthy-city planning.
Planners often assess the typical walkability framework from a geographic perspective …
Planners often assess the typical walkability framework from a geographic perspective …
Urban walkability considering pedestrians' perceptions of the built environment: a 10-year review and a case study in a medium-sized city in Latin America
Numerous methodologies measuring walkability have been developed over the last years.
This paper reviews the Walkability Index (WI) literature of the last decade (2009–2018) and …
This paper reviews the Walkability Index (WI) literature of the last decade (2009–2018) and …
Using mobile phone big data and street view images to explore the mismatch between walkability and walking behavior
Stimulating more citizens to walk plays an essential role in building a healthy city. This paper
explores the mismatch between walkability and walking behavior, using mobile phone data …
explores the mismatch between walkability and walking behavior, using mobile phone data …
Generating walkability from pedestrians' perspectives using a qualitative GIS method
GA Battista, K Manaugh - Travel behaviour and society, 2019 - Elsevier
Geospatial and audit-based walkability measures have proliferated to evaluate the
relationship between the built environment and travel behavior. While these measures …
relationship between the built environment and travel behavior. While these measures …