I've been to Joshua Trees and if you keep yourself amongst camping site(s) and marked trails (maps) it doesn't lend itself to getting lost(?).  How did the get there? Where was their car parked to use as a point to commence search?  Was there a note left with anyone or in car to indicate direction of travel?  Article seems to indicate no water while hiking at Joshua Trees?  In my opinion, something just not right.