Pine Spur is a ridge located in Franklin County, Virginia. It appears on the Callaway USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,700.68 feet (823.17 m) above sea level. The nearest populated place is Algoma, approximately 2.2 miles to the NNE.