Campaigners, including Campaign to Protect Rural England (CPRE) and Transport 2000, claimed the route will cut through the legally protected countryside and affect the ancient woodland and a nature reserve.
Golitha Falls, a nature reserve on the edge of the moor, is "an area of woodland occupying a steep-sided valley gorge, with the River Fowey flowing through it in a series of spectacular cascades", according to Natural England.