Catfish Slough is a stream located in Goodhue County, Minnesota. It appears on the Welch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 656.17 feet (200.00 m) above sea level. The nearest populated place is Harliss, approximately 1.9 miles to the SW.