Safety is an important quality of street space that affects people's psychological state and
behavior in many ways. Previous large-scale assessment of street safety focuses more on …

Recently, China's urban construction has gradually shifted from incremental development to
quality improvement, and urban residents' demand for a better travel environment has …

The quality of street space is the comprehensive suitability evaluation from the objective
physical environments and the subjective pedestrian perception. Since the existing quality …

The rapidly aging population demands more public and academic attention to both the
physical and psychological needs of older adults. Walking is one of the most favored forms …

Evaluating the spatial quality of a living street entails identifying and assessing the outdoor
space that influences residents' leisure and recreation, which may contribute to urban …

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

Human-perceived landscape and amenities are not equivalent to the objective physical
world. Traditional big data research that only uses objectively measured environments …

This paper integrates classical design theory, multisource urban data, and deep learning to
explore an accurate analytical framework in a new data environment, providing a scientific …

The quality of street space plays an important role in promoting urban development. Street
space refers to public spaces consisting of street elements such as plant, roads and …

Many studies have been made on street quality, physical activity and public health.
However, most studies so far have focused on only few features, such as street greenery or …