Upper Rockhouse Branch is a stream located in Buchanan County, Virginia. It appears on the Patterson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,419.55 feet (432.68 m) above sea level. The nearest populated place is Matney, approximately 0.4 miles to the SSE.