It may be. Changes in the weather, usually from good to bad, can trigger a migraine or other type of headache. Some migraine sufferers can actually predict their headaches by changes in the weather. Scientists theorize that as a storm front approaches, changes in the barometric pressure affect the headache sufferer, triggering a migraine attack.