Pattersons Creek is a stream located in Virginia Beach (city) County, Virginia. It appears on the Kempsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 9.84 feet (3.00 m) above sea level. The nearest populated place is Whitehurst Landing, approximately 0.3 miles to the S.