Modoc County is a county located in the far northeast corner of the U.S. state of California. As of the 2010 census, the population was 9,686. making it the third-least populous county in California. The county seat and only incorporated city is Alturas. Previous county seats include Lake City and Centerville; the latter is now a ghost town.