The rear of the house faces two sides, this one towards the pond. Notice the moat that runs around the back of the house.
At the end of the field in the rear of the house is this rusted wrought iron gate. There is a half moon of trees that culminate in these gates, and it appears they lead into the woods.
Click below to see 'Chelsea' with it's gardens intact in a 1966 aerial shot.