The following will remove it from the dropdown list when your startup Eclipse. Eclipse is not very happy if it thinks there's supposed to be a workspace but it's not there.
Window,Preferences,General,"Startup and Shutdown",Workspaces
From there you can delete a workspace you are no longer using, and then delete if from your drive