Rattlesnake Canyon is a valley located in Umatilla County, Oregon. It appears on the Thorn Hollow USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,636.28 feet (498.74 m) above sea level. The nearest populated place is Gibbon, approximately 3.0 miles to the ENE.