Rice Lake is a lake located in Beltrami County, Minnesota. It appears on the Puposky Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,349.86 feet (411.44 m) above sea level. The nearest populated place is Puposky, approximately 3.4 miles to the S.