Arizona resident here, can confirm. It’s almost always (but not ALL of time) someone who has a big, burly looking truck that was immaculate looking until the flash flood had it’s way with it. (special irony points for the fool in the H3 who thought that the gussied up suburban was invincible)
I can also confirm that the rescue costs are steep, primarily to discourage these sort of shenanigans.