output layer of jth layer is
In order to normalize input data (-1.0~1.0), data are rescaled divided by standard deviation as follows;
Thus, the final output of neural network changes to
is standard deviation of observation data.
From above equations, multi-model ensemble using artificial neural network models can be expressed as follows;
is the ith model forecast of the tth year at the mth grid point.