The ominous-looking occurrence was in fact caused by a combination of low tide, low pressure and strong winds in the right direction, which literally pushed the water away from the long narrow bay. The phenomenon has been dubbed “reverse storm surge” by some of those explaining it online.

Source

Luckily the water came back gently and not like in a tsunami.

Edit: Why is this in /v/Conspiracy? It's a natural event.