Rice Lake is a lake located in Kanabec County, Minnesota. It appears on the Braham USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 944.39 feet (287.85 m) above sea level. The nearest populated place is Andree, approximately 0.8 miles to the SSW.