I don't know when the phrase originated, but I remember people talking about The Big One in the '80s (even before the 1989 earthquake, though I think that ratcheted up the anxiety even further). I grew up seeing "When Will The Big One Hit?" articles on a regular basis, though of course the answer was always "nobody actually knows."