I get freaked out by high winds

not thunder, but winds that are so high they start blowing the gates shut or they start blowing chairs over, etc

the howling of it just puts me off, plus a few years ago I was trapped in the house during a power cut by myself, and all I could hear was that sound (the howling wind), so it does not give me good memories either