Deep Creek is a stream located in Monmouth County, New Jersey. It appears on the Point Pleasant USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -1.77 feet (-0.54 m) above sea level. The nearest populated place is Brielle, approximately 0.7 miles to the W.