Rice Creek is a stream located in Blue Earth County, Minnesota. It appears on the Sterling Center USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 976.81 feet (297.73 m) above sea level. The nearest populated place is Sterling Center, approximately 0.9 miles to the W.