They later found themselves in a "dire" situation.
"One of the victims was able to run away and came across some people who were fishing in the area and they were able to comfort and secure her and make phone calls to police," Superintendent James Blandford told reporters.
One of those men was fisherman Abdul-Karim Mohammed, who said the scene was confronting with the woman screaming, crying and yelling.
"She had some scratches and that on the legs. Looked like she'd been pulled around, dragged around and that," he told Seven News.
In the Adelaide Magistrates Court the charged man was dressed in a white hospital gown and made no comment during the video link appearance from Murray Bridge.
His lawyer considered a bail application but withdrew it after the magistrate said he would need considerable convincing based on the seriousness of the charges.
-AAP