Loughman Lake is a lake located in McLeod County, Minnesota. It appears on the Hutchinson East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,065.42 feet (324.74 m) above sea level. The nearest populated place is Jennie, approximately 2.4 miles to the NNE.