As freight transport flows grow continuously, developing better quantitative models for forecasting future trade flows becomes more important. Trade flows can be estimated by discrete choice theory, leading to gravity models formulations. At a given point in time, trade flows may also be affected by long-term contracts or simply trading habits. This leads to situations where only a fraction of …