In almost any situation, a whistle is more effective, more distinctive, and less tiring, than yelling. In desert conditions, you are also going to expel far less vital moisture when using a whistle, compared to yelling.

If you are buried, tapping or banging is also going to be effective. And don't forget kibble for the search doggies....