Road network vulnerability analysis considering the probability and consequence of disruptive events: A spatiotemporal incident impact approach

•A new data-driven network vulnerability approach is presented.•A novel approach is developed to identify the spatiotemporal impact of incidents.•The proposed approach monitors the dynamic propagation of congestion patterns.•The spatiotemporal impact of incidents is used to derive a new vulnerability index.•The new vulnerability index considers probability and consequences of link failure.