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Titlebook: Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. IV); Seon Ki Park,Liang Xu Book 2022 The Editor(s) (if applic

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書目名稱Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. IV)
編輯Seon Ki Park,Liang Xu
視頻videohttp://file.papertrans.cn/263/262730/262730.mp4
概述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 discipli
圖書封面Titlebook: Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. IV);  Seon Ki Park,Liang Xu Book 2022 The Editor(s) (if applic
描述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.?
出版日期Book 2022
關鍵詞Hybrid Data Assimilation; Kalman Filter; Monte Carlo Method; Artificial Intelligence Application; Wiener
版次1
doihttps://doi.org/10.1007/978-3-030-77722-7
isbn_softcover978-3-030-77724-1
isbn_ebook978-3-030-77722-7
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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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.?978-3-030-77724-1978-3-030-77722-7
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Climate Change Adaptation in Latin Americantals of the measurement, the derivation of the typical observation which is used in NWP, the assimilation methods and error assumptions which are used, and finally some conjecture on the direction to improve the use of the observations and what future measurement systems may look like.
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