Rathburn Creek is a stream located in Plymouth County, Iowa. It appears on the Kingsley NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,268.41 feet (386.61 m) above sea level. The nearest populated place is Union Center, approximately 3.2 miles to the WNW.