Dog noise anxiety, or fear of loud noises, such as fear of thunderstorms or fireworks, is very common. (ezinearticles.com)
Other common phobias in children include fear of thunderstorms, flying, water, heights, and blood. (verywellmind.com)
I already had a massive fear of thunderstorms I had wrestled with for approximately 5 years; I was on the verge of a complete breakdown all that afternoon. (sbnation.com)