You don't have to go that far - there are groves popping up in Napa and Livermore too. The local (Livermore in my case) olive oil I've had fresh off the presses here tastes amazing, it truly woke me up to the degree that we've been mislead.
It made me wonder just how many americans have ever actually tasted real olive oil - because once you have, the fake stuff is immediately obvious.