This PFM / PFG applies univariate models (single experimental variable) to predict the container traffic at the Port of Barcelona. Using sensitivity and verification tests the reliability of different models implemented will be assessed. Different temporal scales will be analyzed in order to determine the pattern of container traffic dynamics. A set of statistical parameters will be used to compare the different methods highlighting their strengths and weaknesses.