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Tsunami Data Assimilation for Early Warning, Wang


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Автор: Wang
Название:  Tsunami Data Assimilation for Early Warning
ISBN: 9789811973383
Издательство: Springer
Классификация:


ISBN-10: 9811973385
Обложка/Формат: Hardback
Страницы: 97
Вес: 0.35 кг.
Дата издания: 10.11.2022
Серия: Springer Theses
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 28 tables, color; 45 illustrations, color; 3 illustrations, black and white; xvii, 97 p. 48 illus., 45 illus. in color.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Earth Sciences
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book focuses on proposing a tsunami early warning system using data assimilation of offshore data. First, Green’s Function-based Tsunami Data Assimilation (GFTDA) is proposed to reduce the computation time for assimilation. It can forecast the waveform at Points of Interest (PoIs) by superposing Green’s functions between observational stations and PoIs. GFTDA achieves an equivalently high accuracy of tsunami forecasting to the previous approaches, while saving sufficient time to achieve an early warning. Second, a modified tsunami data assimilation method is explored for regions with a sparse observation network. The method uses interpolated waveforms at virtual stations to construct the complete wavefront for tsunami propagation. Its application to the 2009 Dusky Sound, New Zealand earthquake, and the 2015 Illapel earthquake revealed that adopting virtual stations greatly improved the tsunami forecasting accuracy for regions without a dense observation network. Finally, a real-time tsunami detection algorithm using Ensemble Empirical Mode Decomposition (EEMD) is presented. The tsunami signals of the offshore bottom pressure gauge can be automatically separated from the tidal components, seismic waves, and background noise. The algorithm could detect tsunami arrival with a short detection delay and accurately characterize the tsunami amplitude. Furthermore, the tsunami data assimilation approach is combined with the real-time tsunami detection algorithm, which is applied to the tsunami of the 2016 Fukushima earthquake. The proposed tsunami data assimilation approach can be put into practice with the help of the real-time tsunami detection algorithm.
Дополнительное описание: Introduction.- Green’s Function-based Tsunami Data Assimilation (GFTDA).- Tsunami Data Assimilation with Interpolated Virtual Stations.- Real-Time Tsunami Detection based on Ensemble Empirical Mode Decomposition (EEMD).- Real-time Tsunami Data Assimilatio



Data assimilation for the geosciences

Автор: Fletcher, Steven J.
Название: Data assimilation for the geosciences
ISBN: 0323917208 ISBN-13(EAN): 9780323917209
Издательство: Elsevier Science
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Цена: 21391.00 р.
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Описание: Data Assimilation for the Geosciences: From Theory to Application, Second Edition brings together all of the mathematical and statistical background knowledge needed to formulate data assimilation systems into one place. It includes practical exercises enabling readers to apply theory in both a theoretical formulation as well as teach them how to code the theory with toy problems to verify their understanding. It also demonstrates how data assimilation systems are implemented in larger scale fluid dynamical problems related to land surface, the atmosphere, ocean and other geophysical situations.

The second edition of Data Assimilation for the Geosciences has been revised with up to date research that is going on in data assimilation, as well as how to apply the techniques. The new edition features an introduction of how machine learning and artificial intelligence are interfacing and aiding data assimilation. In addition to appealing to students and researchers across the geosciences, this now also appeals to new students and scientists in the field of data assimilation as it will now have even more information on the techniques, research, and applications, consolidated into one source.

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.

Data Assimilation

Автор: Pierre P. Brasseur; Jacques C.J. Nihoul
Название: Data Assimilation
ISBN: 3642789412 ISBN-13(EAN): 9783642789410
Издательство: Springer
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Цена: 18284.00 р.
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Описание: Proceedings of the NATO Advanced Research Workshop on Data Assimilation:Tools for Modelling the Ocean in a Global Change Perspective, held in Liege Belgium, May 1993

Imaging, Modeling and Assimilation in Seismology

Автор: Yong-Gang Li
Название: Imaging, Modeling and Assimilation in Seismology
ISBN: 3110259028 ISBN-13(EAN): 9783110259025
Издательство: Walter de Gruyter
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Цена: 29744.00 р.
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Описание: This work presents current approaches in geophysical research of earthquakes. A global authorship from top institutions presents case studies to model, measure, andmonitor earthquakes.Among others afull-3D waveform tomography method is introduced, as well as propagator methods for modeling and imaging.

Tsunamis in the World

Автор: Stefano Tinti
Название: Tsunamis in the World
ISBN: 0792323165 ISBN-13(EAN): 9780792323167
Издательство: Springer
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Цена: 21661.00 р.
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Описание: 16 papers, covering prominent aspects of current tsunami research, including the experimental observations, and the theoretical, analytical and numerical modelling of the basic phenomena, such as tsunami generation, open-ocean wave propagation, and waves impacting and inundating the coasts.

In Search of Ancient Tsunamis

Автор: Goff, James (Honorary Professor at the University of New South Wales, Honorary Professor at the University of New South Wales, Visiting Professor at the University of Southampton, and former Director of the Australia-Pacific Tsunami Research Centre)
Название: In Search of Ancient Tsunamis
ISBN: 0197675980 ISBN-13(EAN): 9780197675984
Издательство: Oxford Academ
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Цена: 5010.00 р.
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Описание: A "how to" guide to the geology, geomorphology, anthropology, and archaeology of tsunamis and a personal story of a researcher`s experience in the field and laboratory, In Search of Ancient Tsunamis takes readers on a journey through the sophisticated and interdisciplinary world of tsunami science.

Tsunamis in the World

Автор: Stefano Tinti
Название: Tsunamis in the World
ISBN: 9048142830 ISBN-13(EAN): 9789048142835
Издательство: Springer
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Цена: 21661.00 р.
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Описание: Fifteenth International Tsunami Symposium, 1991

Twenty Five Years of Modern Tsunami Science Following the 1992 Nicaragua and Flores Island Tsunamis. Volume II

Автор: K?no?lu
Название: Twenty Five Years of Modern Tsunami Science Following the 1992 Nicaragua and Flores Island Tsunamis. Volume II
ISBN: 3030864561 ISBN-13(EAN): 9783030864569
Издательство: Springer
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Цена: 15372.00 р.
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Описание: This book presents the frontiers of tsunami science and research and demonstrates the unprecedented progress achieved during this period overviewing different aspect of tsunami science including meteorological tsunamis. The two 1992 events near Nicaragua and Flores Island, Indonesia, marked the beginning of a “modern tsunami science era” producing highly destructive tsunamis and opened a 25-year period of numerous devastating events, including two of the most destructive natural disasters in recent human history: the 26 December 2004 Sumatra and the 11 March 2011 Tohoku tsunamis. The book is of interest to scientists and practitioners as well postgraduate students in geophysics, oceanography and coastal engineering, involved in all aspects of tsunamis, from earthquake source processes to transoceanic wave propagation, from coastal impacts to hazard assessment and combining recent case studies with advances in tsunami science and natural hazards mitigation.

Benchmark analysis of numerical models for tsunami simulation

Автор: International Atomic Energy Agency
Название: Benchmark analysis of numerical models for tsunami simulation
ISBN: 9201284217 ISBN-13(EAN): 9789201284211
Издательство: Mare Nostrum (Eurospan)
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Цена: 2633.00 р.
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Описание: In recent years there has been an evolution in numerical models used to compute tsunami propagation and run-up. Many models currently available offer a wide array of choices to the users. In parallel with the development of such numerical models, it is important that the user only applies the verified and validated numerical models that have undergone a benchmark analysis. This publication provides information and benchmark problems to enable engineers and regulators to select the most appropriate tsunami analysis software and modelling for the evaluation of tsunami hazards for nuclear installations to ensure their safety against those events. In addition, the benchmark problems will enable such users to become familiar with the limitations of the tsunami analysis modelling available in research and commercial software.

Tsunami Generation and Propagation

Автор: Tatsuhiko Saito
Название: Tsunami Generation and Propagation
ISBN: 4431568484 ISBN-13(EAN): 9784431568483
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This book introduces a framework of tsunami modelling from generation to propagation, aimed at application to the new observation started in Japan after the devastating tsunami of the 2011 Tohoku-Oki earthquake. About 150 seismic and tsunami sensors were deployed in a wide region off the Pacific coast of eastern Japan in order to catch tsunami generation inside the focal area, which makes a clear departure from conventional observations that detect tsunamis far from the source region. In order to exploit the full potential of this new observation system, it is not enough to model tsunami generation simply by static sea-bottom deformation caused by an earthquake. This book explains dynamic tsunami generation and sea-bottom deformation by kinematic earthquake faulting, in which seismic and acoustic waves are also included in addition to static sea-bottom deformation. It then systematically derives basic tsunami equations from the fundamental equations of motions. The author also illustrates the details of numerical schemes and their applications to tsunami records, making sound linkages among these topics to naturally understand how a tsunami is physically or mathematically described. This book will be a comprehensive guide for graduate students and young researchers to start their research activities smoothly.

Post-Tsunami Hazard

Автор: V. Santiago-Fandi?o; Y.A. Kontar; Y. Kaneda
Название: Post-Tsunami Hazard
ISBN: 331910201X ISBN-13(EAN): 9783319102016
Издательство: Springer
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Цена: 18284.00 р.
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Описание: Post-Tsunami Hazard

Tsunami: To Survive From Tsunami

Автор: Takayama Tomotsuka Et Al
Название: Tsunami: To Survive From Tsunami
ISBN: 9814277487 ISBN-13(EAN): 9789814277488
Издательство: World Scientific Publishing
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Цена: 3960.00 р.
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Описание: Offers scientific information and survival tips on how to survive a tsunami. This book: describes precious lessons obtained from actual tsunami disasters; imparts fundamental knowledge of tsunami science for survival; and, lists measures for tsunami disaster mitigation. It also describes tsunami occurrence mechanism and near-shore behavior.


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