It also turns out that for insurance purposes you are allowed to use infill to get the corner of a property that's below the high water mark above it. At least in some states.
Some of the calculus is not about if it will flood it's about if you'll lose your investment if it floods. If an underwriter is willing to cover it, you might go for it anyway.