Rice Lake is a lake located in Beltrami County, Minnesota. It appears on the Redby USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,339.49 feet (408.28 m) above sea level. The nearest populated place is Island Lake, approximately 2.5 miles to the NW.