The desert in that area is about a mile high above sea level and the mountains sit on top of that.
They may have been lower than the pilot was aware..............
Certainly feasible.
Still, it’s not like that bad weather blew up in an hour......it’s been going on for a week or so has it not?
I’m thinking somebody should have made the call to scrub the flight.