Monitoring port congestion based on vessel stay behavior recognition: A case study of two US ports around COVID-19 pandemic

Key Points

• Vessel stay behavior significantly affects port congestion levels during the pandemic,
• Data analysis showed increased congestion at some times due to altered vessel schedules,
• Analysis of vessel behavior across two US ports during the COVID-19 pandemic,
• Understanding these patterns may enable better logistics and operation management in future crises.