Lake Creek Township, Calhoun County, Iowa  Lake Creek Township is one of sixteen townships in Calhoun County, Iowa, USA. As of the 2000 census, its population was 140. Lake Creek Township was created in 1876. The township took its name from Lake Creek. Lake Creek Township covers an area of and contains no incorporated settlements. According to the USGS, it contains one cemetery, Lake Creek.