I heard a story at work regarding a 17 year old shooting nuisance squirrels in their yard (on their property) with a pellet gun. Apparently a neighbor called the police and they came down and told them they cannot do so without their neighbors "permission", and were instructed by the officer to stop.

This sounds a little fishy. Is there any validity to this? Are there laws applicable to this type of thing?