Predicting Sea Surface Temperatures in the North Indian Ocean with Nonlinear Autoregressive Neural Networks

Table 4

Comparison between seasonal and annual NN models at site SOUTHIO.

		Seasonal modeling		Annual modeling
Location	Month	Testing CC		Testing CC
		FFBP	NAR	FFBP	NAR
Winter	Dec	0.75	0.80	0.87	0.92
	Jan	0.71	0.82	0.96	0.97
	Feb	0.79	0.84	0.91	0.91
Summer	Mar	0.40	0.42	0.89	0.92
	Apr	0.38	0.45	0.84	0.91
	May	0.36	0.41	0.85	0.92
Monsoon	Jun	0.95	0.97	0.86	0.91
	Jul	0.97	0.95	0.89	0.91
	Aug	0.92	0.96	0.84	0.91
	Sep	0.94	0.98	0.85	0.91
After monsoon	Oct	0.67	0.72	0.84	0.91
	Nov	0.66	0.73	0.88	0.92