Blue Spring is a spring located in Marion County, Tennessee. It appears on the South Pittsburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 682.41 feet (208.00 m) above sea level. The nearest populated place is Jasper, approximately 0.7 miles to the SE.