It is thought that dogs howl at sirens because they believe they are communicating with other dogs, writes John Woods. Science doesn’t support the idea that dogs howl because sirens hurt their ears he says. If a dog’s howling is causing a nuisance, counter conditioning by teaching them to settle can work.
Source: All Things Dog, February 14, 2020. Link.