An observer two miles away states the aircraft disappeared behind the trees and suggests he may have done a steep turn at 0 feet. This is downland, where aircraft can disappear from sight without coming dangerously close to the ground.
If his eyes deceived him, I would suggest his ears did too, because a couple of clicks gives every indication that the aircraft in question was the Kent Spitfire.