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Applications of Data Assimilation and Inverse Problems in the Earth Sciences, Alik Ismail-Zadeh, Dylan Jones, Fabio Castelli, Sabrina Sanchez


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Автор: Alik Ismail-Zadeh, Dylan Jones, Fabio Castelli, Sabrina Sanchez
Название:  Applications of Data Assimilation and Inverse Problems in the Earth Sciences
ISBN: 9781009180405
Издательство: Cambridge Academ
Классификация:






ISBN-10: 1009180401
Обложка/Формат: Hardback
Страницы: 400
Вес: 0.40 кг.
Дата издания: 06.07.2023
Серия: Special publications of the international union of geodesy and geophysics
Язык: English
Иллюстрации: Worked examples or exercises
Размер: 285 x 220 x 22
Читательская аудитория: General (us: trade)
Ключевые слова: Geophysics,Mathematical modelling,Meteorology & climatology,Mineralogy & gems,Oceanography (seas),Petrology,Volcanology & seismology, SCIENCE / Physics / Geophysics
Ссылка на Издательство: Link
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Поставляется из: Англии
Описание: Many contemporary problems within the Earth sciences are complex, and require an interdisciplinary approach. This book provides a comprehensive reference on data assimilation and inverse problems, as well as their applications across a broad range of geophysical disciplines. With contributions from world leading researchers, it covers basic knowledge about geophysical inversions and data assimilation and discusses a range of important research issues and applications in atmospheric and cryospheric sciences, hydrology, geochronology, geodesy, geodynamics, geomagnetism, gravity, near-Earth electron radiation, seismology, and volcanology. Highlighting the importance of research in data assimilation for understanding dynamical processes of the Earth and its space environment and for predictability, it summarizes relevant new advances in data assimilation and inverse problems related to different geophysical fields. Covering both theory and practical applications, it is an ideal reference for researchers and graduate students within the geosciences who are interested in inverse problems, data assimilation, predictability, and numerical methods.


Probabilistic Forecasting and Bayesian Data Assimilation

Автор: Reich
Название: Probabilistic Forecasting and Bayesian Data Assimilation
ISBN: 1107663911 ISBN-13(EAN): 9781107663916
Издательство: Cambridge Academ
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Цена: 7445.00 р.
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Описание: This book focuses on the Bayesian approach to data assimilation, outlining the subject`s key ideas and concepts, and explaining how to implement specific data assimilation algorithms. It is an ideal introduction for graduate students in applied mathematics, computer science, engineering, geoscience and other emerging application areas.

Data Assimilation for the Geosciences

Автор: Fletcher, Steven James
Название: Data Assimilation for the Geosciences
ISBN: 0128044446 ISBN-13(EAN): 9780128044445
Издательство: Elsevier Science
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Цена: 18504.00 р.
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Описание: Data Assimilation for the Geosciences: From Theory to Application brings together all of the mathematical,statistical, and probability background knowledge needed to formulate data assimilation systems in one place. It includes practical exercises for understanding theoretical formulation and presents some aspects of coding the theory with a toy problem. The book also demonstrates how data assimilation systems are implemented in larger scale fluid dynamical problems related to the atmosphere, oceans, as well as the land surface and other geophysical situations. It offers a comprehensive presentation of the subject, from basic principles to advanced methods, such as Particle Filters and Markov-Chain Monte-Carlo methods. Additionally, Data Assimilation for the Geosciences: From Theory to Application covers the applications of data assimilation techniques in various disciplines of the geosciences, making the book useful to students, teachers, and research scientists.

Satellite Remote Sensing in Hydrological Data Assimilation

Автор: Mehdi Khaki
Название: Satellite Remote Sensing in Hydrological Data Assimilation
ISBN: 3030373746 ISBN-13(EAN): 9783030373740
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This book presents the fundamentals of data assimilation and reviews the application of satellite remote sensing in hydrological data assimilation. Satellite remote sensing data provides a great opportunity to improve the performance of models through data assimilation.

Land Surface Observation, Modeling And Data Assimilation

Автор: Liang Shunlin Et Al
Название: Land Surface Observation, Modeling And Data Assimilation
ISBN: 9814472603 ISBN-13(EAN): 9789814472609
Издательство: World Scientific Publishing
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Цена: 16790.00 р.
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Описание: This book is unique in its ambitious and comprehensive coverage of earth system land surface characterization, from observation and modeling to data assimilation, including recent developments in theory and techniques, and novel application cases. The contributing authors are active research scientists, and many of them are internationally known leading experts in their areas, ensuring that the text is authoritative.This book comprises four parts that are logically connected from data, modeling, data assimilation integrating data and models to applications. Land data assimilation is the key focus of the book, which encompasses both theoretical and applied aspects with various novel methodologies and applications to the water cycle, carbon cycle, crop monitoring, and yield estimation.Readers can benefit from a state-of-the-art presentation of the latest tools and their usage for understanding earth system processes. Discussions in the book present and stimulate new challenges and questions facing today's earth science and modeling communities.

Principles of Data Assimilation

Автор: Seon Ki Park, Milija Zupanski
Название: Principles of Data Assimilation
ISBN: 1108831761 ISBN-13(EAN): 9781108831765
Издательство: Cambridge Academ
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Цена: 8237.00 р.
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Описание: Based on over twenty years of teaching courses in data assimilation, this textbook is for advanced students and early career researchers in meteorology, oceanography, hydrology, environmental science, and atmospheric science. It offers a new perspective on data assimilation based on a unique combination of practical and theoretical aspects.

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

Автор: Seon Ki Park; Liang Xu
Название: Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. III)
ISBN: 3319434144 ISBN-13(EAN): 9783319434148
Издательство: Springer
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Цена: 25155.00 р.
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Описание: Memorial Volume for Yoshi K. Sasaki

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

Автор: Park Seon Ki, Xu Liang
Название: Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. III)
ISBN: 3319828185 ISBN-13(EAN): 9783319828183
Издательство: Springer
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Цена: 27950.00 р.
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Описание: Memorial Volume for Yoshi K. Sasaki

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

Автор: Park Seon Ki, Xu Liang
Название: Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. IV)
ISBN: 3030777219 ISBN-13(EAN): 9783030777210
Издательство: Springer
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Цена: 23757.00 р.
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Описание: This book contains the most recent progress in data assimilation in meteorology, oceanography and hydrology including land surface. Besides data assimilation, other important topics are also covered including adaptive observations, sensitivity analysis, parameter estimation and AI applications.

Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications

Автор: SEON KI PARK; Liang Xu
Название: Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications
ISBN: 3642090095 ISBN-13(EAN): 9783642090097
Издательство: Springer
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Цена: 18284.00 р.
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Описание: This book presents the most recent achievements in data assimilation in Geosciences, especially regarding meteorology, oceanography and hydrology. It spans both theoretical and applied aspects with various methodologies including variational and Kalman filter.

Data Assimilation

Автор: William Lahoz; Boris Khattatov; Richard Menard
Название: Data Assimilation
ISBN: 364242273X ISBN-13(EAN): 9783642422737
Издательство: Springer
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Цена: 23508.00 р.
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Описание: In recent years data assimilation methods have been applied to an increasing range of earth science disciplines. This book sets out the theoretical basis of data assimilation with contributions by top international experts in the field.

Dynamic Meteorology: Data Assimilation Methods

Автор: L. Bengtsson; M. Ghil; E. K?llen
Название: Dynamic Meteorology: Data Assimilation Methods
ISBN: 0387906320 ISBN-13(EAN): 9780387906324
Издательство: Springer
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Цена: 15672.00 р.
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