Nielsen Canyon is a valley located in Sevier County, Utah. It appears on the Monroe Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,879.94 feet (2,401.81 m) above sea level. The nearest populated place is Monroe, approximately 6.1 miles to the NW.