You'll have to account for driving water to the desert. Desert soil is fine (for desert-aware trees), but trees like water, and large trees like lots of water. In my country, Australia-native Eucalyptus is doing well.
http://www.kalanit.org.il/wp-content/uploads/2016/10/IMG_000...