Dogs howl at sirens because they perceive the loud sound of a siren as another howling dog in distress. The high-pitched sound of a siren can trigger a dog's instinct to howl in response, as they are social animals that communicate through vocalizations. Additionally, the loud noise might cause some dogs to feel anxious or unsettled, prompting them to howl as a way to express their discomfort.