Cherry Harbor is a bay located in Suffolk County, New York. It appears on the Gardiners Island 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 Fireplace, approximately 3.5 miles to the SSW.