When I was a kid, there were few geese in SC. Now they are everywhere. If I had a lawn on a lake, I would have the biggest goose chasing dog I could find.
Don’t mow (and fertilize) down to the lake edge. Leave a buffer (maybe 20 - 30ft.) that is roughish and tall & most of the geese will visit your neighbors.