I tried imgburn, but it says it is too large. Should I tell imgburn to make it fit, somehow or do I need a double layer DVD or is their another trick?
You could always buy a large external hard drive and use Virtual Clone Drive (Freeware) to mount the ISO files: http://www.slysoft.com/en/virtual-clonedrive.html