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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    View other formats and editions of On the Application of Data Assimilation in by Rafael Cañizares

    Publisher: A A Balkema Publishers
    Publication Date: 01/01/1999
    ISBN13: 9789054104162, 978-9054104162
    ISBN10: 9054104163
    Also in:
    Hydrology and the hydrosphere

    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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