Rough Gulch is a valley located in Stanislaus County, California. It appears on the Crevison Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 547.79 feet (166.97 m) above sea level. The nearest populated place is Gustine, approximately 12.3 miles to the ENE.