Swan Bay is a bay located in Burlington County, New Jersey. It appears on the New Gretna USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.03 feet (0.01 m) above sea level. The nearest populated place is Unionville, approximately 2.5 miles to the SSW.