Willow Creek is a stream located in Pipestone County, Minnesota. It appears on the Elkton SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,611.56 feet (491.20 m) above sea level. The nearest populated place is Cresson, approximately 0.7 miles to the W.