The common wisdom is that it's more difficult to make sunny and dry environments look pretty than it is overcast and wet ones. I tend to agree with this based on the end results I've seen over the many years.

That's what I used to think too.. but Spec Ops: The Line is entirely based in desert, even has a shot of sarin horror and while 'pretty' isn't the word I'd use, it is stunning.