West Yorkshire Police Rural Crime team said they had found pigeons affected in Leeds City Centre.
In a social media update, they said: "Unfortunately someone has been cutting the feathers on pigeons at Dortmund Square LS1 and then removing them.
"A crime has been recorded for removing a wild bird 13220266297.
"If you have any information or have CCTV footage please call and quote the above crime number."