Vanderbilt Island is a island located in Jefferson County, New York. It appears on the Thousand Island Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 256.33 feet (78.13 m) above sea level. The nearest populated place is Fineview, approximately 0.5 miles to the W.