This is the parking lot where Brenda and Dylan broke up to the smooth sounds of "Losing My Religion" in the season two episode "Beach Blanket Brandon"
The parking lot in between 522 Palisades Beach Rd and 547 Palisades Beach Rd, Santa Monica CA
Note: This is just south of where the Beverly Hills Beach Club used to be