Watson Island is a island located in Johnson County, Tennessee. It appears on the Elk Mills USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,002.26 feet (610.29 m) above sea level. The nearest populated place is Cowanstown (historical), approximately 1.3 miles to the N.