ice rain

The main reason is that the updraft over the ice rain area is weak, and the vapor in the air is not saturated.

It's possible that rain on the desert floor could turn to thin sheets of ice when temperatures drop at night.

After lying for hours on cold ground, with only a thin sleeping bag to protect you from rain or ice, your fingers would probably be so numb that you could hardly move them.