Gussey 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 242.78 feet (74.00 m) above sea level. The nearest populated place is Westminster Park, approximately 0.7 miles to the NW.