David Gubbins

Time Series Analysis and Inverse Theory for Geophysicists

• Gebundenes Buch

Produktbeschreibung

Short description/annotation
The first textbook covering spectral analysis and geophysical data inversion for undergraduate and graduate students.

Main description
This unique textbook provides the foundation for understanding and applying techniques commonly used in geophysics to process and interpret modern digital data. The geophysicist's toolkit contains a range of techniques which may be divided into two main groups: processing, which concerns time series analysis and is used to separate the signal of interest from background noise; and inversion, which involves generating some map or physical model from the data. These two groups of techniques are normally taught separately, but are here presented together as parts I and II of the book. Part III describes some real applications and includes case studies in seismology, geomagnetism, and gravity. This textbook gives students and practitioners the theoretical background and practical experience, through case studies, computer examples and exercises, to understand and apply new processing methods to modern geophysical datasets. Solutions to the exercises are available on a website at http://publishing.cambridge.org/resources/0521819652

Table of contents:
1. Introduction; Part I. Processing: 2. Mathematical preliminaries; 3. Practical estimation of spectra; 4. Filtering; 5. Processing two-dimensional data; Part II. Inversion: 6. Linear parameter estimation; 7. The underdetermined problem; 8. Nonlinear inverse problems; 9. Continuous inverse theory; Part III. Applications: 10. Fourier analysis as an inverse problem; 11. Seismic travel times and tomography; 12. Geomagnetism; Appendix 1. Fourier series; Appendix 2. The Fourier integral transform; Appendix 3. Shannon's sampling theorem; Appendix 4. Linear algebra; Appendix 5. Vector spaces and the function space; Appendix 6. Lagrange multipliers and penalty parameters; Appendix 7. Files for the computer exercises; References; Index.

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Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 272
• Erscheinungstermin: 12. Januar 2011
• Englisch
• Abmessung: 260mm x 183mm x 19mm
• Gewicht: 712g
• ISBN-13: 9780521819657
• ISBN-10: 0521819652
• Artikelnr.: 21248808

Inhaltsangabe

1. Introduction
Part I. Processing: 2. Mathematical preliminaries
3. Practical estimation of spectra
4. Filtering
5. Processing two-dimensional data
Part II. Inversion: 6. Linear parameter estimation
7. The underdetermined problem
8. Nonlinear inverse problems
9. Continuous inverse theory
Part III. Applications: 10. Fourier analysis as an inverse problem
11. Seismic travel times and tomography
12. Geomagnetism
Appendix 1. Fourier series
Appendix 2. The Fourier integral transform
Appendix 3. Shannon's sampling theorem
Appendix 4. Linear algebra
Appendix 5. Vector spaces and the function space
Appendix 6. Lagrange multipliers and penalty parameters
Appendix 7. Files for the computer exercises
References
Index.