To download a batch of images all at once, I recommend something like wget -i url_list.txt. If you're running Windows, there are various ports of wget available. The one I use is from unxutils.sf.net.
Some of these URLs may go dead at some point; check the timestamp on the files here to see which URLs have been verified most recently.