Lake Creek Lake is a reservoir located in McLennan County, Texas. It appears on the Riesel USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 384.94 feet (117.33 m) above sea level. The nearest populated place is Riesel, approximately 3.3 miles to the ENE.