Description

Book Synopsis

This work deals with the integration of sequential data assimilation techniques in regional coastal numerical models. Two suboptimal schemes of the Kalman filter are described in detail, both of which can approximate the results of the Kalman filter but at a much lower cost. This book compares these two suboptimal schemes and evaluates their performance.



Table of Contents
1 Introduction, 2 The Deterministic Hydrodynamic model, 3 Kalman filter techniques, 4 Study and comparison: the RRSQRT filter and the EnKF 41 5 Application on a 2D hydrodynamic model. Test case, 6 Application on a 2D Nested hydrodynamic model. Test case, 7 Initial tests on a 3D hydrostatic model, 8 Summary and conclusions

On the Application of Data Assimilation in

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    A Paperback / softback by Rafael Cañizares

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      Publisher: A A Balkema Publishers
      Publication Date: Publication Date: 01/01/1999
      ISBN13: 9789054104162, 978-9054104162
      ISBN10: 9054104163

      Description

      Book Synopsis

      This work deals with the integration of sequential data assimilation techniques in regional coastal numerical models. Two suboptimal schemes of the Kalman filter are described in detail, both of which can approximate the results of the Kalman filter but at a much lower cost. This book compares these two suboptimal schemes and evaluates their performance.



      Table of Contents
      1 Introduction, 2 The Deterministic Hydrodynamic model, 3 Kalman filter techniques, 4 Study and comparison: the RRSQRT filter and the EnKF 41 5 Application on a 2D hydrodynamic model. Test case, 6 Application on a 2D Nested hydrodynamic model. Test case, 7 Initial tests on a 3D hydrostatic model, 8 Summary and conclusions

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