 The Appalachian National Scenic Trail follows the crest of the mountain through Maryland and a portion of Pennsylvania.South Mountain begins at the Potomac River as a low, narrow ridge, barely one mile wide and only above sea level at its crest.South of the Potomac River in Virginia, the ridge continues as Short Hill Mountain for about before subsiding near the town of Hillsboro.