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Episode 4:
That looked like water under the snow clouds or whatever. Why can't they filter that? Or if it is not water, but some other liquid, it is still probably made of hydrogen and/or oxygen, thus they could get water from it. I mean there aren't that many transparent liquids without both. And while they do not seem high-tech, if there was a necessity, they would still figure something out.