Elk Shoals Creek is a stream located in Alexander County, North Carolina. It appears on the Stony Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 838.72 feet (255.64 m) above sea level. The nearest populated place is Sunrise Beach, approximately 2.2 miles to the SE.