Nelson Canyon is a valley located in Umatilla County, Oregon. It appears on the Vinson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,223.76 feet (677.80 m) above sea level. The nearest populated place is Nye, approximately 6.7 miles to the E.