Poplar Coulee is a valley located in Vernon County, Wisconsin. It appears on the Esofea USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 758.37 feet (231.15 m) above sea level. The nearest populated place is Coon Valley, approximately 2.0 miles to the SW.