Although there is no scientific evidence that frogs can predict the weather, they are very sensitive to changes in barometric pressure. When a storm is approaching, the drop in barometric pressure can cause them to become more active and vocal. Therefore, it's possible that some people may have noticed a relation between frog noise and changing weather patterns.