Chapel Branch is a stream located in Henry County, Tennessee. It appears on the Manleyville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 403.54 feet (123.00 m) above sea level. The nearest populated place is Oakland, approximately 2.2 miles to the N.