Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications Softcover reprint of the original 1st ed. 2013 Edition

Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications Softcover reprint of the original 1st ed. 2013 Edition book cover

Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications Softcover reprint of the original 1st ed. 2013 Edition

Author(s): Seon Ki Park (Editor), Liang Xu

  • Publisher: Springer
  • Publication Date: 23 Aug. 2016
  • Edition: Softcover reprint of the original 1st ed. 2013
  • Language: English
  • Print length: 749 pages
  • ISBN-10: 3662510235
  • ISBN-13: 9783662510230

Book Description

This book contains the most recent progress in data assimilation in meteorology, oceanography and hydrology including land surface. It spans both theoretical and applicative aspects with various methodologies such as variational, Kalman filter, ensemble, Monte Carlo and artificial intelligence methods. Besides data assimilation, other important topics are also covered including targeting observation, sensitivity analysis, and parameter estimation. The book will be useful to individual researchers as well as graduate students for a reference in the field of data assimilation.

Editorial Reviews

From the Back Cover

This book contains the most recent progress in data assimilation in meteorology, oceanography and hydrology including land surface. It spans both theoretical and applicative aspects with various methodologies such as variational, Kalman filter, ensemble, Monte Carlo and artificial intelligence methods. Besides data assimilation, other important topics are also covered including targeting observation, sensitivity analysis, and parameter estimation. The book will be useful to individual researchers as well as graduate students for a reference in the field of data assimilation.

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