The guys from 2048pixels have thought of that as well, and besides introducing a quality source for downloading high-definition wallpapers for the new iPad, they now have redesigned the website ...

iPad wallpapers need to be square to account for the tablet's screen orientation. If you choose a non-square image, you'll likely be left with a stretched image once you turn your screen.