I think it may be a bug. I just tried it now. The surface does change even if you saved it a specific way. Also, I don't know if this happens for you, but it doesn't save the name for me. When I spawn my saved planet, it shows it's randomly given name, not the one I gave it.
Well, that's why it's in alpha. Giant Army will figure it out in due time. ;)