White Oak Branch is a stream located in Buchanan County, Virginia. It appears on the Grundy USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,321.26 feet (402.72 m) above sea level. The nearest populated place is Stacy, approximately 0.9 miles to the NE.