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We would like to thank referee for the careful reading and the very useful comments. Below we address the referee comments and explain how the manuscript will be updated. Comments of the referee are in italic and bold font. This is a highly technical manuscript focused on assimilation of many different data sources using multiple techniques to predict flood extent and depth. I think this is an interesting study, but I overall I think it needs major improvements before it can be published. Thedoi:10.5194/hess-2020-403-ac4 fatcat:7yogqgo735enheozigmrqxbpnm