Chestnut Branch is a stream located in Weakley County, Tennessee. It appears on the Martin USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 371.52 feet (113.24 m) above sea level. The nearest populated place is Dresden, approximately 2.5 miles to the ESE.