Shelter Island Bay is a bay located in Atlantic County, New Jersey. It appears on the Ocean City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -3.27 feet (-1.00 m) above sea level. The nearest populated place is Ventnor Heights, approximately 1.2 miles to the E.