Having Your Head in the Clouds! Low Clouds Cover the Mountain Tops! Mountains cause cloud formations when air rises because the mountain is warmer than the surrounding air & causes the air to rise. Once the air rises, it follows the same process to form clouds, when air encounters a mountain range or other types of terrain. The types of clouds that form in this case are cumulonimbus & associated mammatus clouds & cumulus.