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The preferable training results among them obtained from the third model SVM3, as shown in Figs. 7 and 8 which compare the different models output with the KF output as modeled data.

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The first experiment is designed to compare the models outputs with those from experiments.

The principal strategy of validation involves comparing model output with observable data.

The agreement of the model output with measured data was shown in Fig. 6.

The developed fuzzy model is validated by comparing the model output with experimental data.

Many air quality studies require sensitivity analyses, i.e., the computation of derivatives of the model output with respect to model parameters.

Comparison of model output with data from field experiment has played a crucial role in model development and suggested evaluation method.

The derivatives of a cost functional (defined on the model output) with respect to a large number of model parameters can be calculated efficiently through adjoint sensitivity analysis.

Cattail vegetation maps (Figure 2) are used for the initial conditions as well as for comparing model output with measured data.

Therefore, any cell in the RE-ANN model output with a spatial connection to a DDE cell in D1 was treated as a DDE.

This constrained control objective aims to maximize the sensitivity of the model output with respect to the unknown model parameter (the time constant).

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