You can get a bus from Reus to Salou station and take a train to Tortosa, both fares are very reasonable. To get the times get ( renfe media distancia ) on the web or at the station pick up a timetable and it will give you the train times which are about every 1 to 2 hours.
                                 Old Nelson.