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To investigate the impact of such environments on mobile interaction, we conducted an experiment involving a crew of analog astronauts operating a drone via a handheld controller in both a conventional Earth-based setting and an ICE environment represented by the extreme landscape of the Mars Desert Research Station. Our findings reveal how the user experience of mobile interaction evolves over multiple evaluation sessions conducted over a two-week period in the ICE environment, for which we analyze both pragmatic and hedonic dimensions, such as perceived efficiency, adaptability, novelty, usefulness, and trust. 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