you are missing a transaction log backup. If you can find it restore it manually then carry on, else you will need to start again from a full backup, or a differential if no more full backups have been taken since logshipping went out of synch.

no need to recreate log shipping jobs , just pause them whilst you do the reinitialise of the secondary database.