Due to the increasing ship traffic flow in ports, maritime traffic safety has attracted much atten-tion. In addition to traffic flow, the ship safety in restricted waters is influenced by external navigational fac-tors (visibility, wind and current), encounter situations and human factors on board. In this paper, we investi-gate the effect of navigational factors on ship behavior. The raw AIS data and locally measured visibility, wind, and current data in the port of Rotterdam are collected to investigate the impacts of wind and current on ship speed and path (distance to the starboard bank). The results reveal that the wind mainly affects the paths of ships by the force of cross-wind, while the current impacts the speed over ground of ships when the current is with or against the heading of ship. The impacts on different sizes of ships are different as well. The port side wind has a larger impact on small ships than on large ships, while the impact of starboard side wind is larger for large ships than for small ships. The impact of current on the speed over ground is larger on small ships than large ships, and least on medium ships. The analysis results could assist the port authority in pre-dicting ship traffic in different situations, and be used in the development of a new maritime traffic model to simulate ship behavior while considering the external navigational factors.
|Title of host publication||Developments in Maritime Transportation and Harvesting of Sea Resources|
|Subtitle of host publication||Proceedings of the 17th International Congress of the International Maritime Association of the Mediterranean (IMAM 2017), October 9-11, 2017, Lisbon, Portugal|
|Editors||Carlos Guedes Soares, Ângelo P. Teixeira|
|Number of pages||8|
|Publication status||Published - Oct 2017|
|Event||International Congress of the Maritime Association of the Mediterranean - Lisbon, Portugal|
Duration: 9 Oct 2017 → 11 Oct 2017
Conference number: 17
|Conference||International Congress of the Maritime Association of the Mediterranean|
|Abbreviated title||IMAM 2017|
|Period||9/10/17 → 11/10/17|
- AIS data
- ship behavior
Zhou, Y., Daamen, W., Vellinga, T., & Hoogendoorn, S. (2017). AIS data analysis for the impacts of wind and current on ship behavior in straight waterways. In C. Guedes Soares, & Â. P. Teixeira (Eds.), Developments in Maritime Transportation and Harvesting of Sea Resources: Proceedings of the 17th International Congress of the International Maritime Association of the Mediterranean (IMAM 2017), October 9-11, 2017, Lisbon, Portugal (pp. 265-272). CRC Press.