According to a study by the Smithsonian Conservation Biology Institute published in 2013, there are in the U.S. around 84 million cats with owners and between 30 and 80 million feral cats, most of which are hunters. The Institute estimates that felines in the latter group kill between 1.4 and 3.7 billion birds a year and around 15 billion mammals.