Kelsay Canyon is a valley located in Sherman County, Oregon. It appears on the Horseshoe Bend USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,677.42 feet (511.28 m) above sea level. The nearest populated place is Kent, approximately 5.5 miles to the SW.