Recent years have highlighted the vulnerability of these networks, with COVID-19, natural disasters, and heightened political tensions affecting global supply chains. Events like the 2023 Panama Canal drought, which cut shipping traffic by 49%, underscore the pressure climate-related events are placing on trade, impacting around 5% of global commerce.