Arnold Coulee is a valley located in Teton County, Montana. It appears on the Split Rock Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,209.84 feet (1,283.16 m) above sea level. The nearest populated place is Split Rock Junction, approximately 10.1 miles to the SSE.