They should be stored on your computer. Did you fail to keep them on your computer?
You only get one download of ringtones. As always, it is your responsibility to back them up.
The backup that itunes performs does not contain any itunes content.
You transfer itunes purchases from your iphone to your computer by clicking File>Devices>Transfer Purchases