Rice Lake is a reservoir located in Stoddard County, Missouri. It appears on the Clines Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 497.79 feet (151.73 m) above sea level. The nearest populated place is Ardeola, approximately 1.0 miles to the ENE.