He was no greenhorn, but what was he doing in the desert?
Or you can be lazy and choose Greenhorn.
Maybe he wasn't a saddle bum, but only a greenhorn would think he could live off the barren land that surrounded them.
Probably another greenhorn Pete had to pull out of a scrape.
Of course, even a greenhorn could follow the wagon tracks they would leave in the sand.