Rancho Tehama, also known as the Rancho Tehama Reserve, is an unincorporated community in Tehama County, California, United States. As of the 2020 census, the population of the community and nearby areas was 1,572. The lightly populated rural, remote community has large lots where some residents farm olives, walnuts and almonds.