Rock Creek is a stream located in Chesapeake (city) County, Virginia. It appears on the Deep Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -1.03 feet (-0.31 m) above sea level. The nearest populated place is Oak Grove, approximately 0.9 miles to the NE.