When you have webparts on your page that are no longer available SharePoint throws an exception. To remove the webparts from the page that are no longer available navigate to the url

http://YourServer/Pages/[your page in error]?contents=1

Checkout the page; delete the webpart; and check in. Page can be loaded again!