Definely. Most of the Los Angeles area was drilled, there were oil platforms all over the area that is now Los Angeles, between Sunset and LAX and between the ocean and Vermont street. I think Standard Oil still owns the mineral rights to most of the Los Angeles basin.
Beverly Hills High School has a working oil well on Pico Blvd. (Or is it Olympic?)