Rice Lake is a lake located in Aitkin County, Minnesota. It appears on the Waukenabo USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,221.65 feet (372.36 m) above sea level. The nearest populated place is Waukenabo, approximately 1.5 miles to the NE.