Not so much rare as neglected.
To a breeder a female desert is worthless. So that means there will never be a superform and any female with desert in it regardless of the other morphs it carries will also never be able to breed.
That hit on the offspring of any male deserts mean a lot of people don't want the males either.
They are pretty and make perfectly fine pets etc though.