Glenn Alpine Spring is a spring located in Sevier County, Tennessee. It appears on the Chestnut Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,227.49 feet (678.94 m) above sea level. The nearest populated place is Maple Spring, approximately 2.2 miles to the NE.