Township of Lake Creek is a civil located in Pennington County, South Dakota. It appears on the Elm Creek Ranch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,634.21 feet (802.91 m) above sea level. The nearest populated place is Quinn, approximately 4.5 miles to the SW.