Blue Spring Branch is a stream located in McMinn County, Tennessee. It appears on the Riceville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 790.68 feet (241.00 m) above sea level. The nearest populated place is Alta Vista, approximately 1.7 miles to the E.