Noise from the wind

It's so windy, I don't like it. I get anxious in the run up to bad weather especially wind and then I can't settle. The noise is so loud, it makes me very anxious. I've always had noise issues, I used to scream and cry when if there was thunder. If a plane flew over our house, even high, and I was playing in the garden I would run inside crying. This issue with the noise from the wind has got worse, any advice other than earplugs