Railroad Gulch is a valley located in Mendocino County, California. It appears on the Mathison Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 18.36 feet (5.60 m) above sea level. The nearest populated place is Melbourne, approximately 3.8 miles to the SE.