Sullivan Coulee is a valley located in La Crosse County, Wisconsin. It appears on the North Bend USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 792.58 feet (241.58 m) above sea level. The nearest populated place is Mindoro, approximately 1.2 miles to the W.