Yeah but what about the Balrog? They'd have that to contend with.
And maybe... in fact I'd bet that creatures like Smaug could survive a nuclear blast even relatively nearby and probably even radioactive fallout, and just in case, they'd also know where every single cave in Middle Earth is, could quickly find cover before being exposed too much.