Screw Auger Falls, Maine. This arch is located in Grafton Notch State Park in the far western part of Maine. Take Route 26 to Grafton Notch State Park and follow the signs to the Screw Auger Falls parking area. There is a trail that runs right alongside the Falls and the arch is just a few feet from the trail. Photo by Robert O'Connell.