Just as if a mighty wind blows a palm tree and a oak tree, the chances are that the palm tree will fall because it has no deep root system and the mighty oak tree will not fall because it has a mighty advanced root system.
Deep roots will best prevent a tree from being blown over by high winds during a storm.