Right-click on the link (control-click if you have a one button mouse) that is closest to your monitor's current screen resolution and "Save Link as…" to Library > Desktop Pictures folder.
Any folder is fine; just save it somewhere memorable so you can navigate to it shortly.
Right-click on your current background and select Change Desktop Background and navigate to the picture.
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