Table 5.

RMSEs of different ANN models for the training and testing processes.

Model	Lead Time (Hours)	Cross-Validation RMSE (m)	Test for 100-yr Event RMSE (m)	Test for 2-yr Event RMSE (m)
ANN_0	1	0.3421	0.4532	0.5935
	2	0.4142	0.3192	0.5431
	3	0.7743	0.5878	0.6054
ANN_1	1	0.0553	0.1212	0.1065
	2	0.1085	0.1962	0.1129
	3	0.1655	0.2162	0.0987
ANN_2	1	0.1229	0.1204	0.1155
	2	0.0678	0.1029	0.1135
	3	0.0778	0.1253	0.1286