The grounding accident of M/V EVER GIVEN in the Suez Canal causes a catastrophic loss on shipping companies. Alternatively, previous studies have presented encouraging findings remarkable benefits time and cost saving Northern sea route (NSR) due to extend ice-free shorten distance. Ships using NSR could as much 40% sailing distance from China (Shanghai) Europe (Rotterdam) compared with traditi...