Sanderson Cove is a valley located in Colbert County, Alabama. It appears on the Barton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 512.66 feet (156.26 m) above sea level. The nearest populated place is Newsome Springs, approximately 1.2 miles to the WSW.