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Geophysical Data Analysis: Discrete Inverse Theory: MATLAB Edition (International Geophysics), by William Menke
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Since 1984, Geophysical Data Analysis has filled the need for a short, concise reference on inverse theory for individuals who have an intermediate background in science and mathematics. The new edition maintains the accessible and succinct manner for which it is known, with the addition of:
- MATLAB examples and problem sets
- Advanced color graphics
- Coverage of new topics, including Adjoint Methods; Inversion by Steepest Descent, Monte Carlo and Simulated Annealing methods; and Bootstrap algorithm for determining empirical confidence intervals
- Online data sets and MATLAB scripts that can be used as an inverse theory tutorial.
- Additional material on probability, including Bayesian influence, probability density function, and metropolis algorithm
- Detailed discussion of application of inverse theory to tectonic, gravitational and geomagnetic studies
- Numerous examples and end-of-chapter homework problems help you explore and further understand the ideas presented
- Use as classroom text facilitated by a complete set of exemplary lectures in Microsoft PowerPoint format and homework problem solutions for instructors
- Check out the companion website: http://www.elsevierdirect.com/companion.jsp?ISBN=9780123971609 and the Instructor website: http://textbooks.elsevier.com/web/manuals.aspx?isbn=9780123971609
- Sales Rank: #1059142 in eBooks
- Published on: 2012-06-26
- Released on: 2012-06-26
- Format: Kindle eBook
Review
"This is a practical book on data analysis based on numerical Matlab procedures for solving inverse problems with a special application in seismology. The book is useful both as a textbook for graduate students in geophysics and as a numerical data processing reference book for researchers not only in geophysics but also those involved in acoustic tomography and X-ray imaging data processing."--Zentrallblatt MATH 1250 Praise for the second edition:
"The author has produced a meaningful guide to the subject; one which a student (or professional unfamiliar with the field) can follow without great difficulty and one in which many motivational guideposts are provided....I think that the value of the book is outstanding....It deserves a prominent place on the shelf of every scientist or engineer who has data to interpret."--GEOPHYSICS "As a meteorologist, I have used least squares, maximum likelihood, maximum entropy, and empirical orthogonal functions during the course of my work, but this book brought together these somewhat disparate techniques into a coherent, unified package....I recommend it to meteorologists involved with data analysis and parameterization."--Roland B. Stull, THE BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
"This book provides an excellent introductory account of inverse theory with geophysical applications....My experience in using this book, along with supplementary material in a course for the first year graduate students, has been very positive. I unhesitatingly recommend it to any student or researcher in the geophysical sciences."--PACEOPH
About the Author
William Menke is a Professor of Earth and Environmental Sciences at Columbia University, USA. His research focuses on the development of data analysis algorithms for time series analysis and imaging in the earth and environmental sciences and the application of these methods to volcanoes, earthquakes and other natural hazards.
Most helpful customer reviews
0 of 0 people found the following review helpful.
Five Stars
By Jose Luis Villarreal Benitez
thanks
3 of 3 people found the following review helpful.
Opinion
By Jose A. Velez
This is a really good book if you are in to high level data processing. It's not a book for people that are starting in the area of geophysics. The important aspect of this book it's that it has a very detailed explanation of the mathematics involved in data processing. Things like Fourier transforms, designing filters, tomography etc. The material of the book is extremely dens but it's really well explained as long as you remember your calculus and lineal algebra.
2 of 2 people found the following review helpful.
What a book!
By Nicholas Hoell
Incredible applications of linear algebra. This book covers the meat of inverse problems in data analysis. Very clear presentation with many examples. It is a very challenging read nonetheless, even if you have a lot of familiarity with linear algebra. It uses linear algebra in a much different way than what people get exposed to in math courses, focusing on how to solve non-invertible linear systems. Although the title has the word "geophyical" in it, there is no emphasis on the geophysical sciences, it would be useful to anyone doing discrete inverse problems. No prerequisites other than basic linear algebra (matrix arithmetic) and patience.
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