Lake Elsman is a reservoir located in Santa Clara County, California. It appears on the Los Gatos USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,065.02 feet (324.62 m) above sea level. The nearest populated place is Highland (historical), approximately 1.7 miles to the SSW.