In certain conditions, engines may be left on-wing without any maintenance. Beyond that, preservation procedures and checks need to be carried out. Parking engines in a desert would probably one of the worst places for them, so removing them and storing them would be best. If they are left on-wing for too long without correct preservation (or just for too long in general), they may require an expensive shop visit.