ENGLISH

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

By Wei Kang , Arthur J. Krener , Mingqing Xiao (auth.) , Seon Ki Park , Liang Xu (eds.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2013
ISBN
978-3-642-35087-0, 978-3-642-35088-7
DOI
10.1007/978-3-642-35088-7
Language
english
Format
PDF
Filesize
36 MB (37254125 bytes)
Edition
1
Pages
730\736
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
Atmospheric Sciences; Artificial Intelligence (inc

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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