The shot was taken just by Natural Pool, on the north eastern side, with beautiful pieces of beach on both sides of the rock. The beach goes out several feet before it drops and the water gets rough.
The rock in the middle of the photograph is referred to by many people as Little Aruba, however, from the angle the shot was taken it is difficult to see the resemblance.
Also visible, a ruin of a not so historic structure. That structures is no longer there, storms took care of that.
To get there you need an off road vehicle and somebody to show how to get there.