Effects of Temporal Error Correlation on Quantification of Predictive Uncertainty in Groundwater Reactive Transport Modeling
Conclusions
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Disregarding error correlation, model uncertainty is underestimated, and predictive uncertainty bound is narrow hardly covering the true values.
Considering error correlation, model averaging weights become more realistically and evenly distributed among the models and give better averaged predictive performance.