Nelson Coulee is a valley located in Rosebud County, Montana. It appears on the Zempel Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,702.71 feet (823.79 m) above sea level. The nearest populated place is Ahles, approximately 6.9 miles to the SSW.