Cherry Island is a island located in Jefferson County, New York. It appears on the Alexandria Bay USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 255.91 feet (78.00 m) above sea level. The nearest populated place is Edgewood Park, approximately 0.5 miles to the ESE.