Armstrong Spring is a spring located in Meigs County, Tennessee. It appears on the Big Spring USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 738.19 feet (225.00 m) above sea level. The nearest populated place is Pineland (historical), approximately 0.9 miles to the NE.