Data Assimilation For Atmospheric Oceanic And Hydrologic Applications PDF Download
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Author | : Seon Ki Park |
Publisher | : Springer |
Total Pages | : 553 |
Release | : 2016-12-26 |
Genre | : Science |
ISBN | : 3319434152 |
Download Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. III) 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.
Author | : Seon K. Park |
Publisher | : |
Total Pages | : 496 |
Release | : 2010-10-29 |
Genre | : |
ISBN | : 9783540867463 |
Download Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications Book in PDF, ePub and Kindle
Author | : Seon Ki Park |
Publisher | : Springer Nature |
Total Pages | : 707 |
Release | : 2021-11-09 |
Genre | : Science |
ISBN | : 3030777227 |
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.
Author | : Seon Ki Park |
Publisher | : |
Total Pages | : 752 |
Release | : 2013-06-30 |
Genre | : |
ISBN | : 9783642350894 |
Download Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications Book in PDF, ePub and Kindle
Author | : Seon Ki Park |
Publisher | : Springer Science & Business Media |
Total Pages | : 736 |
Release | : 2013-05-22 |
Genre | : Science |
ISBN | : 3642350887 |
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.
Author | : Seon Ki Park |
Publisher | : Cambridge University Press |
Total Pages | : 413 |
Release | : 2022-09-29 |
Genre | : Science |
ISBN | : 1108923895 |
Download Principles of Data Assimilation Book in PDF, ePub and Kindle
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.
Author | : Shiqiu Peng |
Publisher | : Frontiers Media SA |
Total Pages | : 295 |
Release | : 2023-12-01 |
Genre | : Science |
ISBN | : 2832540600 |
Download Advances in Ocean Data Assimilation: Methodologies, Forecasting and Reanalysis Book in PDF, ePub and Kindle
Author | : John M. Lewis |
Publisher | : Cambridge University Press |
Total Pages | : 601 |
Release | : 2006-08-03 |
Genre | : Mathematics |
ISBN | : 0521851556 |
Download Dynamic Data Assimilation Book in PDF, ePub and Kindle
Publisher description
Author | : D. B. Haidvogel |
Publisher | : |
Total Pages | : |
Release | : 1990 |
Genre | : |
ISBN | : |
Download Oceanic and Atmospheric Data Assimilation Book in PDF, ePub and Kindle
Author | : Mehdi Khaki |
Publisher | : Springer Nature |
Total Pages | : 292 |
Release | : 2020-01-02 |
Genre | : Science |
ISBN | : 3030373754 |
Download Satellite Remote Sensing in Hydrological Data Assimilation Book in PDF, ePub and Kindle
This book presents the fundamentals of data assimilation and reviews the application of satellite remote sensing in hydrological data assimilation. Although hydrological models are valuable tools to monitor and understand global and regional water cycles, they are subject to various sources of errors. Satellite remote sensing data provides a great opportunity to improve the performance of models through data assimilation.