Prairie Rose Lake is a lake located in Shelby County, Iowa. It appears on the Prairie Rose Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,227.03 feet (374.00 m) above sea level. The nearest populated place is Jacksonville, approximately 4.5 miles to the NE.