Chestnut Branch is a stream located in Bedford County, Virginia. It appears on the Forest USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 658.43 feet (200.69 m) above sea level. The nearest populated place is Bellevue, approximately 1.6 miles to the N.