Where R
is the error variance of the model
estimate and R
is the error variance of the
observation. Errors are assumed to be unbiased and
normally distributed. In a similar study [1] has used a constant error variance of the observation. Since the
observation error varies according to the location and
the season we have varied the variance. The weight K
was formulated as,