Robertson Island is a island located in Davidson County, Tennessee. It appears on the Scottsboro USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 399.82 feet (121.87 m) above sea level. The nearest populated place is Charlotte Park, approximately 1.7 miles to the SSE.