Township of Rock Lake is a civil located in Lyon County, Minnesota. It appears on the Current Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,584.65 feet (483.00 m) above sea level. The nearest populated place is Balaton, approximately 1.4 miles to the ESE.