Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. II)
Park, Seon Ki, Xu, Liang (Eds.)
2013, XIX, 730 p. 269 illus., 170 illus. in color.
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New theories and methodologies in data assimilation
The most recent studies in data assimilation
Front-edge applications of data assimilation technique to various disciplines in Geosciences
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.
Content Level »Research
Keywords »Data assimilation - Front-edge Applications of Data Assimilation - Technique to Various Disciplines in Geosciences - Variational method