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Antarctic
Geographic Specificity
Used to describe things specifically at or near Earth's southernmost point, not just 'cold' or 'icy'. 
Environmental Context
Often used when discussing climate, geography, and ecology of the south polar region. 
Not Just Weather
While 'antarctic' suggests cold, it also applies to flora, fauna, and geological features. 