If a co-owner of joint property has been missing for over seven years and hasn't been heard from, you can initiate legal proceedings to have them declared 'civilly dead'. This involves filing a missing person complaint and then a suit for declaration in civil court. Once declared civilly dead, their share of the property can be legally divided amongst the remaining owners or their heirs, allowing the property to be sold.