Numerous techniques for collecting data are available to assess pedestrian built
environment features. Recently, several studies favoured Google tools over conventional …

Background Altering micro-scale features of neighborhood walkability (eg, benches,
sidewalks, and cues of social disorganization or crime) could be a relatively cost-effective …

In this paper, we evaluate different elements of the urban micro-scale environment in eight
European capitals' downtown areas (ie Vienna, Copenhagen, Warsaw, Madrid, Brussels …

Audits have been used to provide objective ratings of neighborhood environments. Physical
audits, however, are time-and resource-intensive. This study examines the efficiency and …

Future-oriented urban planning will continue to uphold the principles of accessible and
walkable cities. To develop better urban walking infrastructure, people's perception is central …

Background An online version of the Microscale Audit of Pedestrian Streetscapes
(Abbreviated) tool was adapted to virtually audit built environment features supportive of …

The study purpose was to train and validate a deep learning approach to detect microscale
streetscape features related to pedestrian physical activity. This work innovates by …

Urban planning is increasingly data driven, yet the challenge of designing with data at a city
scale and remaining sensitive to the impact at a human scale is as important today as it was …

Walkability is an important issue in urban planning equity, which is primarily influenced by
the objective environment and subjective perception. However, assessing the objective …

Modern cities try to provide enough facilities for inclusive and pedestrian-friendly streets.
Evaluating and designing models that consider a wide range of street users, including …