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Liang Chang

affiliation not provided to SSRN

SCHOLARLY PAPERS

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Scholarly Papers (1)

1.

Data-driven typhoon-AIS risk entropy modelling for maritime transport resilience under tropical cyclone

Number of pages: 37 Posted: 14 May 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Shanghai Maritime University (SMU), affiliation not provided to SSRN, Shanghai Jiao Tong University (SJTU) and affiliation not provided to SSRN
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Abstract:

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Maritime transport resilience, Tropical cyclone disasters, Data-driven risk assessment, AIS-coupled shipping risk entropy, Northwest Pacific, Polar-coordinate trajectory convergence