One course I saw used 6" round cement pavers, set flush into the ground for the front 2 corners, and painted them with numbers and distances (there were no signs). The decking board will better define footfaults, but will also eventually rot away.
If you use a composite deck board and put it flush in the ground, I'd bet it would last for many years.