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Estimated international freight volume by world trade scenario.  

Estimated international freight volume by world trade scenario.  

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Article
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A new method to project the impacts of global trade scenarios on international freight flows is presented. The model uses international trade scenarios developed by the Economics Department of the Organisation for Economic Co-operation and Development for the period 2004-2060 with alternative liberalization scenarios. A global freight network model...

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Citations

... A possible way to approach this is to set up a multi-model transport model, as has been done on a national (e.g. for the USA, Australia, Vietnam) and continental scale (e.g. Europe) (Jones et al. 2011;Park et al. 2011;Martínez et al. 2015;de Jong et al. 2017;Berli et al. 2018;Oh et al. 2019), and model disruptions to hinterland transport networks and the changes in freight flows to ports. Hence, by aggregating all possible hinterland disruption scenarios for each port, and by quantifying the potential freight losses or extra rerouting costs of the events, a port-hinterland risk metric could be constructed which can complement the risk analysis framework of the local critical port assets as described above. ...
... technical), is highly desirable for maritime disruption analysis. Such models do exist (Tavasszy et al. 2011;Martínez et al. 2015), but have, to the best of our knowledge, not yet been utilised for systemic risk analysis. ...
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Ports are embedded in different networks, including the local critical infrastructure network, the regional hinterland transport network and the global maritime transport network. These networks are exposed to a variety of natural hazards, which cause disruptions that can propagate to other network components, resulting in wider supply chain losses. However, the risks of such indirect network disruptions, or systemic risks, are often not considered in risk analyses of ports. We propose a systemic risk framework for different networks interconnected through ports, and describe the state-of-the-art risk modelling approaches to quantify systemic risks. In addition, we present a port risk layering framework that can help identify how resilience against systemic risks can be improved. As climate change will likely increase the occurrence of natural hazards to ports and transport networks, efforts to enhance system-wide resilience should be considered, alongside port adaptation, to prevent exacerbation of supply chain losses in the future.
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... We can create shortest paths between all country pairs using Dijkstra's shortest path algorithm 62 , which is set to zero if no connection is found. The transit time between countries is based on different speed per road type, which are taken from Martínez et al. 34 , and summarized in Supplementary Table 3. We run the same shortest path algorithm again, but now using the time (speed times distance) as the weight. ...
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