Catherine Lake is a lake located in Valley County, Idaho. It appears on the Edwardsburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 8,020.56 feet (2,444.67 m) above sea level. The nearest populated place is Edwardsburg, approximately 6.6 miles to the NNW.