Blue Spring Creek is a stream located in Smyth County, Virginia. It appears on the Cedar Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,394.43 feet (729.82 m) above sea level. The nearest populated place is Cedar Springs, approximately 2.2 miles to the WNW.