Applications of Data Assimilation and Inverse Problems in the Earth Sciences

doi:10.1017/9781009180412

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Awati, Adithya Sirvi, Ankush Gowda BM, Charan Bansal, Meshank P Malagi, Vindhya and Buchade, Deepshree 2025. Advancing cryospheric studies: a historical perspective on radio-echo soundgram analysis techniques. Earth Science Informatics, Vol. 18, Issue. 3,

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Edited by Alik Ismail-Zadeh, Karlsruhe Institute of Technology, Germany, Fabio Castelli, Università degli Studi, Florence, Dylan Jones, University of Toronto, Sabrina Sanchez, Max Planck Institute for Solar System Research, Germany

Publisher:: Cambridge University Press
Online publication date:: June 2023
Print publication year:: 2023
Online ISBN:: 9781009180412
DOI:: https://doi.org/10.1017/9781009180412

Subjects:: Mathematics, Earth and Environmental Sciences, Solid Earth Geophysics, Mathematical Modeling and Methods, Earth and Environmental Science: General Interest
Series:: Special Publications of the International Union of Geodesy and Geophysics (5)

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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.

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Contents

19 - Data Assimilation in Geodynamics: Methods and Applications
pp 293-310
- By Alik Ismail-Zadeh, Igor Tsepelev, Alexander Korotkii
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20 - Geodynamic Data Assimilation: Techniques and Observables to Construct and Constrain Time-Dependent Earth Models
pp 311-325
- By Hans-Peter Bunge, Andre Horbach, Lorenzo Colli, Siavash Ghelichkhan, Berta Vilacís, Jorge N. Hayek
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21 - Understanding and Predicting Geomagnetic Secular Variation via Data Assimilation
pp 326-340
- By Weijia Kuang, Kyle Gwirtz, Andrew Tangborn, Matthias Morzfeld
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22 - Pointwise and Spectral Observations in Geomagnetic Data Assimilation: The Importance of Localization
pp 341-355
- By Sabrina Sanchez
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Index
pp 356-358
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Applications of Data Assimilation and Inverse Problems in the Earth Sciences

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Contents

19 - Data Assimilation in Geodynamics: Methods and Applications
pp 293-310

20 - Geodynamic Data Assimilation: Techniques and Observables to Construct and Constrain Time-Dependent Earth Models
pp 311-325

21 - Understanding and Predicting Geomagnetic Secular Variation via Data Assimilation
pp 326-340

22 - Pointwise and Spectral Observations in Geomagnetic Data Assimilation: The Importance of Localization
pp 341-355

Index
pp 356-358

Metrics

Altmetric attention score

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Accessibility standard: Unknown

Applications of Data Assimilation and Inverse Problems in the Earth Sciences

Book description

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Contents

19 - Data Assimilation in Geodynamics: Methods and Applications pp 293-310

20 - Geodynamic Data Assimilation: Techniques and Observables to Construct and Constrain Time-Dependent Earth Models pp 311-325

21 - Understanding and Predicting Geomagnetic Secular Variation via Data Assimilation pp 326-340

22 - Pointwise and Spectral Observations in Geomagnetic Data Assimilation: The Importance of Localization pp 341-355

Index pp 356-358

Metrics

Altmetric attention score

Full text views

Book summary page views

Accessibility standard: Unknown

19 - Data Assimilation in Geodynamics: Methods and Applications
pp 293-310

20 - Geodynamic Data Assimilation: Techniques and Observables to Construct and Constrain Time-Dependent Earth Models
pp 311-325

21 - Understanding and Predicting Geomagnetic Secular Variation via Data Assimilation
pp 326-340

22 - Pointwise and Spectral Observations in Geomagnetic Data Assimilation: The Importance of Localization
pp 341-355

Index
pp 356-358