Tannery Gulch is a valley located in Santa Cruz County, California. It appears on the Soquel USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 46.96 feet (14.31 m) above sea level. The nearest populated place is New Brighton (historical), approximately 0.2 miles to the ENE.