Penn Swamp Branch is a stream located in Burlington County, New Jersey. It appears on the Atsion USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 12.69 feet (3.87 m) above sea level. The nearest populated place is Rockwood, approximately 2.2 miles to the WNW.