Temple Lake is a reservoir located in Alleghany County, North Carolina. It appears on the Glade Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,996.32 feet (913.28 m) above sea level. The nearest populated place is Pine Swamp, approximately 1.1 miles to the NW.