“…Most modelling studies assume that port substitution readily happens, either by modelling the alternative assignment options explicitly (Achurra-Gonzalez et al, 2019a;Jones et al, 2011;Novati et al, 2015;Paul and Maloni, 2010) or by including it as a resilience option in an impact analysis using macro-economic models (Rose et al, 2018;Rose and Wei, 2013). However, port substitution might not occur in practise, due to a variety of factors: the earlier mentioned simultaneous port disruptions, draught constraints, hinterland connections, specialised equipment, and contractual restrictions (Akakura et al, 2015;Hamano and Vermeulen, 2019;Trepte and Rice, 2014). The ongoing trends in port development are on the one hand an increasing specialisation of smaller ports and on the other hand a rise in large gateway ports, driven by the ever-increasing size of vessels that can only call at a limited set of ports (Ducruet et al, 2015;Notteboom and Rodrigue, 2008).…”