International Journal of Oceanography

Research Article

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

NAR network testing at site AS.


Prediction horizon in months	Testing phase CC	MAE in °C	MSE in °C²	NSE in %

	0.99	0.15	0.04	96.90
	0.96	0.28	0.13	90.70
	0.96	0.27	0.12	91.20
	0.95	0.29	0.15	89.50
	0.95	0.28	0.14	90.10
	0.96	0.28	0.14	90.20
	0.96	0.28	0.14	90.30
	0.96	0.30	0.14	89.90
	0.96	0.28	0.13	90.10
	0.95	0.30	0.15	89.20
	0.95	0.30	0.15	89.30
	0.96	0.28	0.12	91.00

Note: : SST at th time (month) ahead than the present time (month) “”.