Deep Creek is a stream located in Sussex County, Delaware. It appears on the Seaford East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.00 feet (0.00 m) above sea level. The nearest populated place is Cherrytree Landing, approximately 0.2 miles to the WSW.