There is a car train, but it runs along the eastern seaboard. Useful if you live in New York and want to visit/move to Florida for the winter.
It's not something that sits at the front of your mind, but it makes total sense: logistics for professional sports teams must be a whole industry all on its own.
It is a circus production every year.