Applications of data assimilation and inverse problems in the earth sciences
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...
| Other Authors: | , , , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2023
|
| Series: | Special publications of the International Union of Geodesy and Geophysics
|
| Subjects: | |
| Online Access: | |
| Collection: | Cambridge Books Online - Collection details see MPG.ReNa |
Table of Contents:
- Inverse problems and data assimilation in earth sciences / Alik Ismail-Zadeh, Fabio Castelli, Dylan Jones, and Sabrina Sanchez
- Emerging directions in geophysical inversion / Andrew P. Valentine and Malcolm Sambridge
- A tutorial on Bayesian data assimilation / Colin Grudzien and Marc Bocquet
- Third-order sensitivity analysis, uncertainty quantification, data assimilation, forward and inverse predictive modelling for large-scale systems / Dan Cacuci
- Data assimilation of seasonal snow / Manuela Girotto, Keith N. Musselman, and Richard L. H. Essery
- Data assimilation in glaciology / Mathieu Morlighem and Daniel Goldberg
- Data assimilation in hydrological sciences / Fabio Castelli
- Data assimilation and inverse modelling of atmospheric trace constituents / Dylan Jones
- Data assimilation of volcanic clouds : recent advances and implications on operational forecasts / Arnau Folch and Leonardo Mingari
- Data assimilation in the near-earth electron radiation environment / Yuri Y. Shprits, Angelica M. Castillo, Nikita Aseev, Sebastian Cervantes, Ingo Michaelis, Irina Zhelavskaya, Artem Smirnov, and Dedong Wang
- Trans-dimensional markov chain Monte Carlo methods applied to geochronology and thermochronology / Kerry Gallagher
- Inverse problems in lava dynamics / Alik Ismail-Zadeh, Alexander Korotkii, Oleg Melnik, Ilya Starodubtsev, Yulia Starodubtseva, Igor Tsepelev, and Natalya Zeinalova
- Data assimilation for real-time shake-mapping and prediction of ground shaking in earthquake early warning / Mitsuyuki Hoshiba
- Global Seismic tomography using time domain waveform inversion / Barbara Romanowicz
- Solving larger seismic inverse problems with smarter methods / Lars Gebraad, Dirk-Philip van Herwaarden, Solvi Thrastarson, and Andreas Fichtner
- Using joint inversion as a hypothesis testing tool / Max Moorkamp
- Crustal structure and moho depth in the Tibetan Plateau from inverse modelling of gravity data / Shuanggen Jin and S. B. Xuan
- Geodetic inversions and applications in geodynamics / Grigory Steblov and Irina Vladimirova
- Data assimilation in geodynamics : methods and applications / Alik Ismail-Zadeh, Igor Tsepelev, and Alexander Korotkii
- Geodynamic data assimilation : techniques and observables to construct and constrain time-dependent earth models / Hans-Peter Bunge, Andre Horbach, Lorenzo Colli, Siavash Ghelichkhan, Berta Vilacís, and Jorge N. Hayek
- Understanding and predicting geomagnetic secular variation via data assimilation / Weijia Kuang, Kyle Gwirtz, Andrew Tangborn, and Mathias Morzfeld
- Pointwise and spectral observations in geomagnetic data assimilation : the importance of localisation / Sabrina Sanchez