Nelson Coulee is a valley located in Hill County, Montana. It appears on the Fresno Dam USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,518.75 feet (767.72 m) above sea level. The nearest populated place is Burnham, approximately 2.5 miles to the SSE.