This study was supported by the Wuhan Geomatics Institute and National key research and development program project “unified expression, aggregation and visualization mining of geographic big data” (Grant No: 2017YFB0503601). The research was also supported by the consortium of Cooperative Mobility for Competitive Megaregions (CM2) in the University of Texas at Austin.