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Availability date: 06/10/2021
Introduces new theories and methodologies in data assimilation Contains the most recent studies in data assimilation Presents 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 adaptive observations, sensitivity analysis, parameter estimation and AI applications. The book is useful to individual researchers as well as graduate students for a reference in the field of data assimilation.