How are cold, dry air masses formed?

Cold, dry air masses are typically formed over land in polar regions. In these areas, the air is able to cool significantly, and with limited moisture sources (as opposed to over water), the air becomes both cold and dry. This is in contrast to areas over water, where air masses are generally more humid.