Data assimilation for atmospheric, oceanic and hydrologic applications (Vol. III)

Seon Ki Park, Liang Xu

Research output: Book/ReportBookpeer-review

6 Scopus citations

Abstract

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.

Original languageEnglish
PublisherSpringer International Publishing
Number of pages553
ISBN (Electronic)9783319434155
ISBN (Print)9783319434148
DOIs
StatePublished - 1 Jan 2016

Keywords

  • Adjoint method
  • Data assimilation
  • Kalman filter
  • Monte carlo method
  • Sensitivity analysis
  • Targeting observation
  • Variational method

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