Whitley Branch is a stream located in Tazewell County, Virginia. It appears on the Tazewell North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,363.06 feet (720.26 m) above sea level. The nearest populated place is North Tazewell, approximately 0.2 miles to the SW.