By June in the UAE things are very hot with average temperatures of 42 degrees in Dubai.
There is little chance of seeing any rain at all in June.
In the mountains the temperatures are a little lower and temperatures at night can be feel very cold once the sun has set. The desert also can be very cold at night, so warm clothing is essential.