Ducks and ducklings reported in backyard swimming pools is, unfortunately, very common. They might look like they are having a great time in your pool but if they can't get out they are at high risk of drowning, hypothermia, getting stuck in the filter system or health issues from chlorine and other chemicals that are used in swimming pools.