Rocky Branch Coulee is a valley located in Grant County, Washington. It appears on the Wheeler NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,243.81 feet (379.11 m) above sea level. The nearest populated place is Wheeler, approximately 4.1 miles to the SW.