Efficiency and robustness of weighted air transport networks

•A novel efficiency metric for air transport network with consideration of link weight.•Identification of critical airports with this new efficiency metric.•Evaluation of the robustness of eight domestic ATNs with the data of routes being operated by all the airlines.•Assessment of link weight on the evaluation of air transport networks.