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Statistical Methods of Geophysical Data Processing

2010 Science
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Release : 2010
Genre : Science
Kind : eBook
Book Rating : 75X/5 ( reviews)

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Book Synopsis Statistical Methods of Geophysical Data Processing by : Vladimir Troyan

Download or read book Statistical Methods of Geophysical Data Processing written by Vladimir Troyan. This book was released on 2010. Available in PDF, EPUB and Kindle. Book excerpt: This textbook contains a consideration of the wide field of problems connected with statistical methods of processing of observed data, with the main examples and considered models related to geophysics and seismic exploration. This textbook will be particularly helpful to students and professionals from various fields of physics, connected with an estimation of the parameters of the physical objects by experimental data. The reader can also find many important topics, which are the basis for statistical methods of estimation and inverse problem solutions.

Geophysical Data Analysis: Discrete Inverse Theory

2012-12-02 Science
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Release : 2012-12-02
Genre : Science
Kind : eBook
Book Rating : 285/5 ( reviews)

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Book Synopsis Geophysical Data Analysis: Discrete Inverse Theory by : William Menke

Download or read book Geophysical Data Analysis: Discrete Inverse Theory written by William Menke. This book was released on 2012-12-02. Available in PDF, EPUB and Kindle. Book excerpt: Geophysical Data Analysis: Discrete Inverse Theory is an introductory text focusing on discrete inverse theory that is concerned with parameters that either are truly discrete or can be adequately approximated as discrete. Organized into 12 chapters, the book’s opening chapters provide a general background of inverse problems and their corresponding solution, as well as some of the basic concepts from probability theory that are applied throughout the text. Chapters 3-7 discuss the solution of the canonical inverse problem, that is, the linear problem with Gaussian statistics, and discussions on problems that are non-Gaussian and nonlinear are covered in Chapters 8 and 9. Chapters 10-12 present examples of the use of inverse theory and a discussion on the numerical algorithms that must be employed to solve inverse problems on a computer. This book is of value to graduate students and many college seniors in the applied sciences.

Statistics and Data Analysis in Geology

1986-01-17 Science
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Release : 1986-01-17
Genre : Science
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Statistics and Data Analysis in Geology by : John C. Davis

Download or read book Statistics and Data Analysis in Geology written by John C. Davis. This book was released on 1986-01-17. Available in PDF, EPUB and Kindle. Book excerpt: This thoroughly revised edition presents important methods in the quantitative analysis of geologic data. Retains the basic arrangement of the previous edition but expands sections on probability, nonparametric statistics, and Fourier analysis. Contains revised coverage of eigenvalues and eigenvectors, and new coverage of data analysis methods, such as the semivariogram and the process of kriging.

Essentials of Geophysical Data Processing

2021-10-21 Science
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Release : 2021-10-21
Genre : Science
Kind : eBook
Book Rating : 485/5 ( reviews)

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Book Synopsis Essentials of Geophysical Data Processing by : Clark R. Wilson

Download or read book Essentials of Geophysical Data Processing written by Clark R. Wilson. This book was released on 2021-10-21. Available in PDF, EPUB and Kindle. Book excerpt: A concise introduction to geophysical data processing - many of the techniques associated with the general field of time series analysis - for advanced students, researchers, and professionals. The textbook begins with calculus before transitioning to discrete time series via the sampling theorem, aliasing, use of complex sinusoids, development of the discrete Fourier transform from the Fourier series, and an overview of linear digital filter types and descriptions. Aimed at senior undergraduate and graduate students in geophysics, environmental science, and engineering with no previous background in linear algebra, probability, or statistics, this textbook draws scenarios and datasets from across the world of geophysics, and shows how data processing techniques can be applied to real-world problems using detailed examples, illustrations, and exercises (using MATLAB or similar computing environment). Online supplementary resources include datasets for students, and a solutions manual and all the figures from the book as PowerPoints for course instructors.

Fundamentals of Geophysical Data Processing

1976 Science
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Release : 1976
Genre : Science
Kind : eBook
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Book Synopsis Fundamentals of Geophysical Data Processing by : Jon F. Claerbout

Download or read book Fundamentals of Geophysical Data Processing written by Jon F. Claerbout. This book was released on 1976. Available in PDF, EPUB and Kindle. Book excerpt:

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