Analyzing urban traffic demand distribution and the correlation between traffic flow and the built environment based on detector data and POIs

Purpose This paper aims to determine the urban traffic flow spatiotemporal characteristics and correlation with the built environment using SCATS (Sydney Coordinated Adaptive Traffic System) and POIs (Point of Interests) data of Shenyang, China.