AUTHOR=Xie Fahao , Zhang Le , Zheng Shanshui , Xu Aijun , Li Zhitao , Dai Jiaxin , Xu Lang 

TITLE=SOM neural network-based port function analysis: a case study in 21st-century Maritime Silk Road

JOURNAL=Frontiers in Marine Science

VOLUME=11

YEAR=2025

URL=https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2024.1522071

DOI=10.3389/fmars.2024.1522071

ISSN=2296-7745