Fill it with dirt. Raise the houses that can be saved on new
foundations. Make the skyscrapers bottom floor a basement. Then when it
happens again, it won't flood everything. And sure, make some canals
with longboats for the tourists while you are at it.
Might not be as crazy as it sounds. No higher terrain anywhere nearby
to move to.