Chestnut Branch is a stream located in Gloucester County, New Jersey. It appears on the Woodbury USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1.67 feet (0.51 m) above sea level. The nearest populated place is Wenonah, approximately 0.7 miles to the ENE.