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Optimizing τ did therefore strongly reduce the model error at dry conditions when high pressure head gradients occurred.

A more synthetic view of the model error at the Earth's surface is provided by Fig. 6, which shows the distribution of differences at non-polar latitudes (À90 − θ d À ≤ 55°).

The model error at a given time is taken as the mean squared error for a moving window of 2n + 1 time steps around the current time step: MSE t = 1 2 n + 1 Q obs Q obs t − n − Q sim t − n 2 + Q obs t − n − 1 − Q sim t − n − 1 2 + … + Q obs t − Q sim t 2 + … + Q obs t + n − 1 − Q sim t + n − 1 2 + Q obs t + n − Q sim t + n 2 (16).

We see that increasing aggressiveness, in this specific parameter configuration, results in increasing prevalence and decreasing robustness to model error at the target time.

The important thing would be to notice that the ECF model decreases the model error at an appropriate value of β rather than to insist biological basis of a β factor of 1.

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The remaining differences between GPS solutions and independent observations of the short baselines might be due to multipath or phase center model errors at either stations.

The networks are applied to predict the model errors at four measurement stations in the Singapore Regional Model domain, with five prediction horizons ranging from 2 h to 96 h.

We apply this to large-eddy simulation of homogeneous isotropic decaying turbulence using a Smagorinsky subgrid model and investigate the combined effect of discretization and model errors at coarse subgrid resolutions.

Taking Tables 1 and 2 together, for example, hmF2 value in January, for low solar activity year, the overall model error is estimated at 8.3%, whereas the relative deviation of hmF2 from the median is found to be 8.1%.

The mean model error becomes very low at a β factor of 1.

In REDUCE, for instance, motifs are selected recursively in an add-on manner to reduce the model error by the largest degree at each selection.

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