 The park traces its existence back to 1922, when the Pennsylvania Department of Forestry established three scenic areas in state forests as part of a "plan for retaining their natural beauty".One of these was the "Cherry Springs Scenic Drive" on the old Coudersport-Jersey Shore Turnpike.That same year, one of 16 "Class B" public campgrounds in the state forests was located on Cherry Springs Drive.