Rock Creek is a stream located in Woodbury County, Iowa. It appears on the Correctionville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,103.46 feet (336.33 m) above sea level. The nearest populated place is Anthon, approximately 2.3 miles to the SSW.