I've flown my Mavic at -20C (-4F) without any problem. The motors seemed to turn fine and, assuming they run at the same RPM as when warmer, the props will have MORE thrust in the denser air. The electronics seem unaffected by the cold, the battery only marginally affected.
I start with a warm...