Leonhart Lake is a reservoir located in Burke County, North Carolina. It appears on the Morganton South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,107.03 feet (337.42 m) above sea level. The nearest populated place is Morganton, approximately 2.3 miles to the W.