Data Assimilation For Atmospheric Oceanic And Hydrologic Applications Vol Ii
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Data Assimilation for Atmospheric Oceanic and Hydrologic Applications Vol III
Author | : Seon Ki Park,Liang Xu |
Publsiher | : Springer |
Total Pages | : 553 |
Release | : 2016-12-26 |
Genre | : Science |
ISBN | : 9783319434155 |
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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.
Data Assimilation for Atmospheric Oceanic and Hydrologic Applications
Author | : Seon Ki Park,Liang Xu |
Publsiher | : Unknown |
Total Pages | : 752 |
Release | : 2013-06-30 |
Genre | : Electronic Book |
ISBN | : 3642350895 |
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Data Assimilation for Atmospheric Oceanic and Hydrologic Applications
Author | : Seon K. Park,Liang Xu |
Publsiher | : Unknown |
Total Pages | : 496 |
Release | : 2010-10-29 |
Genre | : Electronic Book |
ISBN | : 3540867465 |
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Data Assimilation for Atmospheric Oceanic and Hydrologic Applications Vol IV
Author | : Seon Ki Park,Liang Xu |
Publsiher | : Springer Nature |
Total Pages | : 707 |
Release | : 2021-11-09 |
Genre | : Science |
ISBN | : 9783030777227 |
Download Data Assimilation for Atmospheric Oceanic and Hydrologic Applications Vol IV Book in PDF, Epub and Kindle
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.
Data Assimilation for Atmospheric Oceanic and Hydrologic Applications Vol II
Author | : Seon Ki Park,Liang Xu |
Publsiher | : Springer Science & Business Media |
Total Pages | : 730 |
Release | : 2013-05-22 |
Genre | : Science |
ISBN | : 9783642350887 |
Download Data Assimilation for Atmospheric Oceanic and Hydrologic Applications Vol II Book in PDF, Epub and Kindle
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.
Principles of Data Assimilation
Author | : Seon Ki Park,Milija Zupanski |
Publsiher | : Cambridge University Press |
Total Pages | : 413 |
Release | : 2022-09-29 |
Genre | : Science |
ISBN | : 9781108831765 |
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A unique combination of both theoretical and practical aspects of data assimilation with examples and exercises for students.
Principles of Data Assimilation
Author | : Seon Ki Park,Milija Zupanski |
Publsiher | : Cambridge University Press |
Total Pages | : 413 |
Release | : 2022-09-29 |
Genre | : Science |
ISBN | : 9781108923897 |
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Data assimilation is theoretically founded on probability, statistics, control theory, information theory, linear algebra, and functional analysis. At the same time, data assimilation is a very practical subject, given its goal of estimating the posterior probability density function in realistic high-dimensional applications. This puts data assimilation at the intersection between the contrasting requirements of theory and practice. Based on over twenty years of teaching courses in data assimilation, Principles of Data Assimilation introduces a unique perspective that is firmly based on mathematical theories, but also acknowledges practical limitations of the theory. With the inclusion of numerous examples and practical case studies throughout, this new perspective will help students and researchers to competently interpret data assimilation results and to identify critical challenges of developing data assimilation algorithms. The benefit of information theory also introduces new pathways for further development, understanding, and improvement of data assimilation methods.
Advances in Ocean Data Assimilation Methodologies Forecasting and Reanalysis
Author | : Shiqiu Peng,Yasumasa Miyazawa,Youmin Tang,Jinyu Sheng,Zhijin Li |
Publsiher | : Frontiers Media SA |
Total Pages | : 295 |
Release | : 2023-12-01 |
Genre | : Science |
ISBN | : 9782832540602 |
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