Here is a tidbit that could add to this:

A vessel used for shipping food product on the Black Sea was
found and dated to a period of time around the
disappearance of said valley cities in Russia and China.

Between 500-400 BCE.

Maybe something major took out ships as well!

[link to news.nationalgeographic.com]