Gertrude Lake is a lake located in Madera County, California. It appears on the Cattle Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 9,422.57 feet (2,872.00 m) above sea level. The nearest populated place is Lake Mary, approximately 8.1 miles to the E.