It was named by the Spanish in the 1700's and is a Spanish name.
San and Santa are used throughout California in place names. (San Francisco / Santa Barbara etc.). This is quite simply the Spanish term for "Saint". San being Male, Santa for the female saint...
Saint
261.28 kilometres (162.35 miles)