Lake Coulee is a valley located in Phillips County, Montana. It appears on the Martin Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,650.92 feet (808.00 m) above sea level. The nearest populated place is Loring, approximately 1.6 miles to the ESE.