Crews have searched with dogs and all-terrain vehicles, but they have not been able to find her.
Kennemore has blond hair and is about 5 foot 6 inches tall and weighs 160 pounds.
Anyone with information on her whereabouts is asked to call the Santa Clarita Police at 661-255-1121.