Maritime traffic and nautical risk studies for the expansion of the Buenaventura Channel (Colombia) and Bahía de Batangas (Philippines) to help make decisions on the design of new infrastructures (additional berths, dredging large navigation channels) and traffic planning (windows of access, capacity of anchorages, navigation rules, DST). Application of a predictive model based on AIS data and efficiency and safety indicators (KPIs).