Qian Zhang, Haoyong Yu, Guangyuan Si, Liang Zhou et al.
The road network of valley cities is constrained by mountains and rivers, developing along main river channels with a cluster structure. While internal roads within clusters are well connected, inter-cluster connectivity is weak, creating significant spatial heterogeneity. Existing vulnerability ass...