Yeah, there's an Antarctic base, but they go through the gate to Atlantis back at SGC headquarters in Colorado. From the timing with Rodney's cut hand I was thinking that they were spending their last night on Earth down in Antarctica, which wouldn't work as there's no longer a gate there. :)