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Quantifying the Impact of Typhoon Phanfone on Philippine Port Activity Using Automatic Identification System Data
The analysis centers on Typhoon Phanfone, which struck the Philippines in December 2019. Using a Bayesian structural time series model to analyze daily ship traffic, the study quantifies disruptions at ports affected by typhoons. The proposed framework provides a valuable tool for rapid impact assessment, aiding disaster risk management, port operations planning, and resource allocation.
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