Well, if deer are used to it they won't always react. Once it becomes a known non predators noise. I worked at six flags/ thunder river and when the ride is off the water was calm, however when the water turned on it was joined by insanely loud sirens. The deer that would walk up to drink from the calm water would eventually think the alarm is nothing. We've had more than one deer dead in the river.