Rice Lake is a lake located in Oakland County, Michigan. It appears on the Davisburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 913.87 feet (278.55 m) above sea level. The nearest populated place is Holly, approximately 1.0 miles to the WSW.