They had a plan. Called Cornet.
The build up had started, but wasn't complete, when the bomb was dropped.
As a resource-poor island nation that was culturally very different than the U.S., there would be no reason for the U.S. to occupy it after the war -- unless our explicit intent was to turn the place into a giant manufacturing center for electronics, machinery, autos, etc.