Astronomy does provide desktop wallpaper:
http://www.astronomy.com/asy/default.aspx?c=ss&id=129
and often the images that you see in Astronomy magazine will be on the imagers website (if they maintain one) in a higher resolution format.
of course, the usual copyright provisions apply.