I'm sorry to dig up an old thread here but I came here looking for answers. I had the same problem, I couldn't start any GUIs from a terminal. I'm running OpenSuSE. I did manage to find the problem though.
If I start a regular terminal window and run su to switch to root, I can simply run:
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