Big Rock Spring is a spring located in Madison County, North Carolina. It appears on the Lemon Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,676.49 feet (1,120.59 m) above sea level. The nearest populated place is Wasp, approximately 1.9 miles to the W.