According to one source the entire southern part of Erie County, West Seneca, Elma, Marilla, and southward are part of the Buffalo Southtowns. This region is the northwesternmost foothills of the Appalachian Mountains. The New York State Department of Transportation's Scenic Byways Advisory Board