I wonder if moisture collects in the very small gap between the pads and the disc and perhaps leaving the emergency brake on might eliminate this from happening. It always occurs on the inner surface of my rear brakes, maybe that pad moves further away from the disc surface than the outer pad, allowing moisture in. I never leave my parking brake on, on the driveway which is flat. Over a longer stationary period this moisture would perhaps not dry out. Hmm...no, I tried leaving the emergency brake on when away for two weeks in another vehicle and I think that was when it all started.
Bridge city, don't assume that someone who has been around cars...having to do his own maintenance...for 59 years, does not know what he is talking about. Check the web...Rock Auto.