A GIS-Based Spatial-Temporal Autoregressive Model for Forecasting Marine Traffic Volume of a Shipping Network

Table 1

Monthly voyage time-series statistics for ports in the shipping network.

Rank	Name	Numb	Mean	STDEV	Skewed	Kurtosis
1	Tainan	72	782.6250	91.4560	18.8483	−3.7311
2	Balikpapan	72	42.8472	19.2475	−0.0837	−1.0373
3	Bangkok	72	469.6388	131.894	2.7460	−1.8795
28	Fangchenggang	72	533.2916	119.1145	1.0687	−1.0374
29	Manila	72	254.7222	78.7479	0.6890	−0.1742
30	Beihai	72	142.7361	55.6224	0.3134	0.4706
58	Zhanjiang	72	301.4583	76.5235	0.9795	0.0841
59	Lungsod ng Cebu	72	112.2083	62.2414	−1.0059	0.4421
60	Samarinda	72	93.9583	57.6522	−1.3028	−0.6015