Effects of Temporal Error Correlation on Quantification of Predictive Uncertainty in Groundwater Reactive Transport Modeling


  • 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.