No they aren't. I've only found three locations for adelies - a zoo in Mexico, San Diego, and a zoo in Madrid. Chinstraps are slightly more common but still not actually "common". Emperors only seem to be in San Diego and IIRC a place in Japan (Zoorasia? Possibly?). Gentoos are everywhere, as are rockhoppers, and both exist in the tundra biome exclusively.