How do digital twins support disaster resilience, emergency response planning, and community preparedness in coastal and waterfront cities vulnerable to natural hazards such as hurricanes, storm surges, and sea level rise?

Digital twins model coastal environments, shoreline dynamics, and urban infrastructure to assess vulnerability, simulate disaster scenarios, and develop resilience strategies in coastal and waterfront cities vulnerable to natural hazards such as hurricanes, storm surges, and sea level rise, enabling risk mitigation, evacuation planning, and emergency response coordination for enhancing community preparedness, public safety, and infrastructure resilience in coastal urban areas facing climate change impacts and extreme weather events.