Apparently this is Bob Dylan talking about Jimi Hendrix's version of "All Along the Watchtower". According to the link below, "desert" may be a reference to the setting of the song. Otherwise, if it means nothing specific, it may be just a poetic statement, and your image of it, given that you understand "soul" and "desert", is as good as anyone's.
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