The operation of a seaport is highly dependent on the ocean climate, where a necessary consideration of the later is essential to govern the normal running of the seaborne transportation. To estimate the port risks associated with the climate factors is a challenging task. Not only because of the complexity in the weather, but also the variations in the daily trade volume. This paper develops a…