Gouchy Creek is a stream located in Red River County, Texas. It appears on the Line Branch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 359.15 feet (109.47 m) above sea level. The nearest populated place is Lone Star, approximately 2.3 miles to the N.