Cane Island is a island located in Greene County, Tennessee. It appears on the Chuckey USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,299.21 feet (396.00 m) above sea level. The nearest populated place is Afton, approximately 2.2 miles to the WNW.