Traffic flow characterizes vitality in commercial clusters, and the accurate prediction of traffic flow based on the street network has significant implications for street planning and vitality regulation in commercial clusters. However, existing studies are limited by certain problems, such as difficulty in obtaining traffic flow data and carrying out technical methods. The purpose of this study is to use urban physical data to study traffic flow so as to quickly and effectively estimate the traffic flow in commercial clusters. This study takes the street networks of 100 commercial clusters in China as the research objects and classifies them into three forms according to the theory of “A city is not a tree”. Taking typical commercial clus...
peer reviewedThere are factors that impact traffic safety and the number of accident-related fatalit...
As a fundamental traffic diagram, the speed-density relationship can provide a solid foundation for ...
Determining the spatial–temporal correlation (STC) between roads can help clarify the operation char...
Abstract Purpose This paper aims to determine the urban traffic flow spatiotemporal characteristics ...
As the foundation and skeleton of urban space, the street network is significant to the urban travel...
Space syntax has been considered to be an important theory and analytical tool to study the correlat...
Castells proposed that “space of flow” has multiple layers, and considered that transportation infra...
Link travel speeds in road networks are fundamental data in many research areas of traffic, transpor...
With rapid changes in land use development along suburban arterials in Shanghai, there is a correspo...
With the recent rapid development of cities, the dynamics of urban road-traffic commuting are becomi...
peer reviewedThere are factors that impact car usage in urban areas, such as density, diversity and ...
The transport system is a critical component of the urban environment in terms of its connectivity, ...
In this study we estimate urban traffic flow using GPS-enabled taxi trajectory data in Qingdao, Chin...
It is increasingly common for cities across the planet to intensify commercial and residential devel...
ABSTRACTThe unprecedented urbanization in China has dramatically changed the urban spatial structure...
peer reviewedThere are factors that impact traffic safety and the number of accident-related fatalit...
As a fundamental traffic diagram, the speed-density relationship can provide a solid foundation for ...
Determining the spatial–temporal correlation (STC) between roads can help clarify the operation char...
Abstract Purpose This paper aims to determine the urban traffic flow spatiotemporal characteristics ...
As the foundation and skeleton of urban space, the street network is significant to the urban travel...
Space syntax has been considered to be an important theory and analytical tool to study the correlat...
Castells proposed that “space of flow” has multiple layers, and considered that transportation infra...
Link travel speeds in road networks are fundamental data in many research areas of traffic, transpor...
With rapid changes in land use development along suburban arterials in Shanghai, there is a correspo...
With the recent rapid development of cities, the dynamics of urban road-traffic commuting are becomi...
peer reviewedThere are factors that impact car usage in urban areas, such as density, diversity and ...
The transport system is a critical component of the urban environment in terms of its connectivity, ...
In this study we estimate urban traffic flow using GPS-enabled taxi trajectory data in Qingdao, Chin...
It is increasingly common for cities across the planet to intensify commercial and residential devel...
ABSTRACTThe unprecedented urbanization in China has dramatically changed the urban spatial structure...
peer reviewedThere are factors that impact traffic safety and the number of accident-related fatalit...
As a fundamental traffic diagram, the speed-density relationship can provide a solid foundation for ...
Determining the spatial–temporal correlation (STC) between roads can help clarify the operation char...