The birds were shot at Norton Mills lake in North Stainley, which could have put people's lives at risk as well.
Police say the eight geese and swans were shot and left to die.
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The Magpies travel to Stamford Bridge this weekend hoping to extend the club's impressive run against the Premier League champions