Upper Mud Lake is a lake located in Modoc County, California. It appears on the Spaulding Butte USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,661.72 feet (1,420.89 m) above sea level. The nearest populated place is Hackamore, approximately 4.3 miles to the NE.