Transportation networks have a profound influence on the location of retail stores, but there
has been little research on the relationship between the location of retail stores and street …

Investigating the relationship between built environment factors and roadway safety is
crucial for preventing road traffic accidents. Although studies have analyzed traffic-related …

The spatial distribution of urban service facilities is largely constrained by the road network.
In this study, network point pattern analysis and correlation analysis were used to analyze …

What does the landscape of the large-format food retail industry look like? Is there a uniform
pattern in the distribution of large-format food retail facilities? What is the role of the road …

The analysis of traffic collisions is essential for urban safety and the sustainable
development of the urban environment. Reducing the road traffic injuries and the financial …

Abstract The Network Kernel Density Estimation (NetKDE) is a useful tool for visualization of
point events over a network space, but it lacks in expressing the statistical significance of the …

In cities, commercial facilities play a very important role in economic growth and urban
development. Current studies often discuss the spatial distribution of commercial facilities …

Network kernel density visualization, or NKDV, has been extensively used to visualize
spatial data points in various domains, including traffic accident hotspot detection, crime …

Kernel density estimation (KDE) is a widely used method in geography to study
concentration of point pattern data. Geographical networks are 1.5 dimensional spaces with …

Network K-function has been the de facto operation for analyzing point patterns in spatial
networks, which is widely used in many communities, including geography, ecology …