Antarctica is divided up into a whole bunch of wedge-shaped territories managed by different countries (plus an international treaty where everyone agreed to only use it for scientific purposes), and most research stations are near the coast. The Chilean, Argentinian, and British areas are in that area near South America. For the rest, starting in South America would mean you’d have to cross a big chunk or even all of Antarctica to get where you want to be