Tannery Island is a island located in Jefferson County, New York. It appears on the Carthage USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 715.68 feet (218.14 m) above sea level. The nearest populated place is Carthage, approximately 0.4 miles to the ESE.