Pine Spur is a ridge located in Smyth County, Virginia. It appears on the Whitetop Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,253.36 feet (991.62 m) above sea level. The nearest populated place is Dry Fork, approximately 1.0 miles to the NW.