I can see that, to an extent. Cody and Moe, our mix, are inconsolable during thunderstorms. Thunder and lightning scare the crap out of them (sometimes literally), but the wind was around 80+ mph sustained and gusting to almost 100 mph at times, and there were a few tornadoes that touched down not too far from us (thankfully we were not in their paths). Our house shook with the gusts, but the boys were together cuddled up next to me or someone else the whole time.
Maybe some dogs are more sensitive than others, or maybe they are sensitive to different things. Moe will pace, shake, and attempt to sit in our laps almost an hour before a thunderstorm comes, during it, and afterwards. Cody will pace and grunt but wants to be left alone during thunderstorms. There wasn't any thunder with this storm, though.