Railroad Creek is a stream located in Cherokee County, Iowa. It appears on the Cherokee South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,171.30 feet (357.01 m) above sea level. The nearest populated place is Cherokee, approximately 0.4 miles to the NNW.