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Thread: Data Assimilation

  1. #1
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    Data Assimilation

    Respected All ,

    I want to work on ocean data assimilation and specially with 3d and 4d var problems. For this I want to learn Kalman filter , Genetic algorithm. Can some body please help me to get link or name of any book dealing with these special applications in the field of data assimilation. I shall be grateful to that person.

    with regards
    Tarumay
    Ph.D scholar
    CORAL
    I.I.T Kharagpur

  2. #2
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    Leibniz Institute for Tropospheric Research, Leipzig, Germany
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    Hi,

    Below are some of the article which can help you: (May be you might have gone through these articles)
    1. "Data Assimilation for Numerical Weather Prediction: A Review" by Ionel M. Navon
    2. "The Ensemble Kalman Filter: theoretical formulation and practical implementation: by Geir Evensen, Ocean Dynamics (2003), 53, 343-367.
    3. "Data Assimilation in meteorology and Oceanography" by Michael Ghill and Paola Malanotte-Rizzoli, Advances in Geophysics, vol. 33, 141-266.
    4. "Assimilation of Observations, an Introduction" by Olivier Talagrand, Journal of the Meteorological Society of Japan, Vol. 75, No. 1B, 191-209 (1997).

    I have some more lecture notes of Dr. Olivier Talagrand, which can help you. I cannot attach because they occupy large space.

    Best wishes,
    Madhavan

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