Abstract
Key Points The MPFDA‐LW could offset the unknown model errors by only adjusting the Manning's roughness coefficient The observation error in the MPFDA‐LW was determined by sensitivity analysis due to unknown truth observation error In order to improve the prediction of whole flood process, water stages observed in a regional scale should be assimilated
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