Turns out, they are Mute Swans...

Hello Brian,
Thanks for all the work you do for our lake and surrounding area. Thought you might like to see a pic I took on Mud Lake.
Steve Brown
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I guess these are the "bad" kind of swans - an invasive species....

Mute Swan Issues in Wisconsin