Blue Spring Cove is a valley located in Jackson County, Alabama. It appears on the Lim Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 627.91 feet (191.39 m) above sea level. The nearest populated place is Larkinsville, approximately 0.9 miles to the E.