No, your books will stay. It will only remove the application itself.
But the installation of Calibre has nothing to do with the location of the books. You can simply make a new library without installing Calibre. If you select the option "Switch/Create library", you get the opportunity to pick a new location for a new library
(or what itimpi said
)