“…After BDI study in the ocean transportation field [1,[24][25][26][27][28][29][30][31][32][33][34], it is noted that most of them discussed the correlation analysis of shipping price variation; however, not many paid attention to the BDI prediction problem. These related studies mainly applied regression model and traditional time series model.…”