[So, what happened to the missing precipitation that should have fallen?]
I guess it remained in the atmosphere until it fell somewhere else. When I lived in the Southwest I can remember black clouds rolling in with lightning and wind gusts but no rain. It would evaporate before it hit the ground.
My grandfather could have told them this for free. My dad was born in ‘34, so I’ve heard all about it.