An Optimal Experimental Design Framework for Adaptive Inflation and Covariance Localization for Ensemble Filters

Ahmed Attia, Emil Constantinescu

We develop an optimal experimental design framework for adapting the covariance inflation and localization in data assimilation problems. Covariance inflation and localization are…