Rancho Palos Verdes, CA is in a very low risk hurricane zone. 4 hurricanes have been recorded in the Rancho Palos Verdes, CA since 1930. The largest hurricane was Norman in 1978. The most recent Rancho Palos Verdes, CA hurricane was Norman in 1978.