Gravely Branch is a stream located in Lee County, Virginia. It appears on the Big Stone Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,426.61 feet (434.83 m) above sea level. The nearest populated place is Olinger, approximately 0.4 miles to the ENE.