Lerche Lake is a lake located in Bayfield County, Wisconsin. It appears on the Cable USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,312.02 feet (399.90 m) above sea level. The nearest populated place is Radspur, approximately 1.9 miles to the SE.