Use a suede cleaner and follow directions on the label.
Store your shoes indoors. They could be permanently damaged by rainwater. On that same note, do not wear them on days when heavy rain is predicted. If sole get wet it will take 24 hours to dry. Never put espadrilles in the dryer.