Saint Catherine Lake is a lake located in Scott County, Minnesota. It appears on the Prior Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 942.81 feet (287.37 m) above sea level. The nearest populated place is Cedar Lake, approximately 2.8 miles to the S.