Nokia Drive 3.1 - Can I back up or sync my favourites in Nokia Drive for Windows Phone?

No, the favourites in Nokia Drive cannot currently be backed up or synced with the maps.nokia.com web service. If you remove and reinstall Nokia Drive, you need to create the favourites again.