Can horses sense bad weather?

I’m taking care of a friends horses while she is away and both of her horses are running around and kicking up their legs. It’s thundering outside and there’s supposed to be bad weather. Is that why they are going crazy? Should I put them up in the barn? ( I would call her but she is in a different time zone )
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