Formulations for Estimating Spatial Variations of Analysis Error Variance to Improve Multiscale and Multistep Variational Data Assimilation

Figure 2

Amplitude of spatial variation of benchmark , defined by , plotted by red solid curve as a function of . Amplitude of spatial variation of estimated , defined by and plotted by blue dotted curve as a function of .