If you look at the pictures in this article, you will see why the pilot would not want to crash on land, and forced his helicopter back over the sea: The beach is full of people.
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To me it looks (and sounds) like engine failure around
0:06 in the video, followed by power loss, and high speed autorotation landing attempt.