Long Coulee is a valley located in Petroleum County, Montana. It appears on the Fail Ranch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,429.27 feet (740.44 m) above sea level. The nearest populated place is Cat Creek, approximately 3.2 miles to the WSW.