Dogs howl at sirens because they have a strong instinct to communicate with other pack members. When a dog hears a siren, they may mistake it for another dog howling in the distance and feel the need to respond. Additionally, the loud and high-pitched sound of a siren can trigger a dog's natural howling behavior.