A Unified Formulation of the State and Parameter Estimation Problem

  • Derives data-assimilation methods using a top-down approach
  • Presents unified data-assimilation formulation
  • Derivation applicable to both state- and parameter estimation
  • Provides a deep understanding of data-assimilation methods and their properties

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This book summarizes about 75 years of the authors’ accumulated experience within the formulation, development, and practical use of advanced data-assimilation methods. We realize that no available texts discuss the multitude of data-assimilation methods and problems in a “unified” manner and with a unified notation. Thus, we believe this book will serve as an essential resource for anyone working or planning to work in data assimilation.