Rice Lake is a lake located in Osceola County, Michigan. It appears on the Merrill Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,068.26 feet (325.61 m) above sea level. The nearest populated place is Sears, approximately 2.4 miles to the NE.