Ramapo College Textbooks > Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. III)

Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. III)

ISBN:3319828185

ISBN13:9783319828183

Publisher:Springer

Authors:SEON KI PARK, Liang Xu

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Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. III) 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.

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