Given that there is sufficient capacity to route vehicle traffic to different paths, there is time to measure and plan: I would think people would look to a tunnel instead of a bridge in any rebuild of that route.

There is a tunnel further south in the Chesapeake Bay where there are navy/military facilities that cannot risk being blocked by falling bridges.