This footage is from operation Hardtack and this explosion is from an 8-kiloton nuclear bomb named Umbrella.
Here's a link to a picture where you can see all of the water splash:? http://upload.wikimedia.org/wikipedia/commons/f/fe/Hardtack_Umbrella_nuke.jpg
