Rain shadow
As shown by the diagram to the right, the incoming warm and moist air is drawn by the prevailing winds towards the top of the mountains.  As it does so, it cools and condenses, and relief rainfall removes the moisture before it crosses the top.  The air, without much moisture left, goes on over the mountains creating a dry side called the "rain shadow".