Rice Lake is a lake located in St. Louis County, Minnesota. It appears on the Orr USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,286.75 feet (392.20 m) above sea level. The nearest populated place is Glendale, approximately 2.2 miles to the NNW.