Chestnut Branch is a stream located in Watauga County, North Carolina. It appears on the Deep Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,580.46 feet (481.72 m) above sea level. The nearest populated place is Hogetown, approximately 0.8 miles to the WNW.