There is no downside to staying underground with your pipes. None whatsoever, but they do have the same limitation of not being able to be placed in empty space or on lava (unless another mod changes that)
I have not tested if they are heated or frozen, I'll do that eventually. I think I'll make them not require heat, like they are buried far enough underground to be sufficiently warmed.