Armstrong Island is a island located in Trousdale County, Tennessee. It appears on the Hunters Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 446.19 feet (136.00 m) above sea level. The nearest populated place is Barthelia, approximately 1.7 miles to the NNE.