Aside from load effects there's also corrosion from standing water, drainage, and the safety hazard of falling ice to both to equipment and personnel to deal with. And that's just the naturally occurring stuff.
Come to think of it, isn't there anti-sweat insulation for this purpose? Or am I thinking of something else?
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If you are going to fly by the seat of your pants, expect friction burns.