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Then, a relaxation iteration method is developed to refine the parameters of the total model.
The shaded area is the range of the net carbon balance for the total model, i.e. when all parameters are taken in their statistical distribution.
This can be done by dividing the frequency of the total matching (deficit, excess and normal) rainfall to the total model values.
The combined POD was calculated by dividing the sum of the frequency of deficit, excess and normal rainfall years by the total model years (10/20).
As shown in Table 4, the total model generation time by the traditional approach is 51 h, while the proposed semi-automated approach only uses 21 h.
Based on (7), the total model relating the parameters of interest to the complete dataset is X = G ( θ ; S ) + ξ. (17).
Pre-processing software is used to create the model, generate an appropriate finite element grid, apply the appropriate boundary conditions, and view the total model.
Regression analysis showed that the stress manipulation influenced the level of anger and that change in anger predicted post-pain negative affectivity independently of the contribution of maximum pain (model R2 =.31), with 45% of the total model variance accounted for by change in anger and 17% of the total model variance accounted for by maximum pain intensity.
Z = frac{z}{H},quad T = frac{sigma }{{mu_{text{w}} H^{2} }}sqrt {frac{K}{varphi }} t (20 where, z is imbibition height, m; H is the total model height, m; Z is the dimensionless height.
A systematic sampling grid with dimensions of ≤56 km (requiring a minimum of 236 field plots) resulted in <2.5 % difference between the total field plot-estimated and the total model national forest carbon stock (Fig. 2).
The results for each deterministic submodel are then compared to the total model: the "shrinkage" of their summary statistics reflects the uncertainty linked to the parameters of a specific submodel, more than the model and modelling choices themselves.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com