Treasure Island is a island located in Shelby County, Tennessee. It appears on the Southwest Memphis USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 222.83 feet (67.92 m) above sea level. The nearest populated place is West Junction, approximately 1.3 miles to the S.