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Geophysical Data Analysis: Understanding Inverse Problem Theory and Practice
  • Language: en
  • Pages: 305

Geophysical Data Analysis: Understanding Inverse Problem Theory and Practice

  • Type: Book
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  • Published: 1994
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  • Publisher: SEG Books

This publication is designed to provide a practical understanding of methods of parameter estimation and uncertainty analysis. The practical problems covered range from simple processing of time- and space-series data to inversion of potential field, seismic, electrical, and electromagnetic data. The various formulations are reconciled with field data in the numerous examples provided in the book; well-documented computer programmes are also given to show how easy it is to implement inversion algorithms.

Inverse Theory and Applications in Geophysics
  • Language: en
  • Pages: 731

Inverse Theory and Applications in Geophysics

  • Type: Book
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  • Published: 2015-07-15
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  • Publisher: Elsevier

Geophysical Inverse Theory and Applications, Second Edition, brings together fundamental results developed by the Russian mathematical school in regularization theory and combines them with the related research in geophysical inversion carried out in the West. It presents a detailed exposition of the methods of regularized solution of inverse problems based on the ideas of Tikhonov regularization, and shows the different forms of their applications in both linear and nonlinear methods of geophysical inversion. It's the first book of its kind to treat many kinds of inversion and imaging techniques in a unified mathematical manner.The book is divided in five parts covering the foundations of t...

Pragmatic Inversion of Geophysical Data
  • Language: en
  • Pages: 268

Pragmatic Inversion of Geophysical Data

  • Type: Book
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  • Published: 2006-04-10
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  • Publisher: Springer

Geophysical measurements are not done for the sake of art only. The ultimategoal is to solve some well-defined geological, tectonical or structural problems. For this purpose, the data have to be interpreted, translated, into a physical model of the subsurface. ... This book describes some ofthe most important common features of different geophysical data sets. (fromthe Introduction) Users at universities but also practitioners in exploration, physics or environmental sciences, wherever signal processing is necessary, will benefit from this textbook.

Global Optimization Methods in Geophysical Inversion
  • Language: en
  • Pages: 303

Global Optimization Methods in Geophysical Inversion

An up-to-date overview of global optimization methods used to formulate and interpret geophysical observations, for researchers, graduate students and professionals.

Geophysical Inversion
  • Language: en
  • Pages: 472

Geophysical Inversion

  • Type: Book
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  • Published: 1992-01-01
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  • Publisher: SIAM

This collection of papers on geophysical inversion contains research and survey articles on where the field has been and where it's going, and what is practical and what is not. Topics covered include seismic tomography, migration and inverse scattering.

Seismic Inversion
  • Language: en
  • Pages: 377

Seismic Inversion

  • Type: Book
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  • Published: 2017-07-01
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  • Publisher: SEG Books

This book describes the theory and practice of inverting seismic data for the subsurface rock properties of the earth. The primary application is for inverting reflection and/or transmission data from engineering or exploration surveys, but the methods described also can be used for earthquake studies. Seismic Inversion will be of benefit to scientists and advanced students in engineering, earth sciences, and physics. It is desirable that the reader has some familiarity with certain aspects of numerical computation, such as finite-difference solutions to partial differential equations, numerical linear algebra, and the basic physics of wave propagation. For those not familiar with the terminology and methods of seismic exploration, a brief introduction is provided. To truly understand the nuances of seismic inversion, we have to actively practice what we preach (or teach). Therefore, computational labs are provided for most of the chapters, and some field data labs are given as well.

Geophysical Inverse Theory and Regularization Problems
  • Language: en
  • Pages: 635

Geophysical Inverse Theory and Regularization Problems

  • Type: Book
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  • Published: 2002-04-24
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  • Publisher: Elsevier

This book presents state-of-the-art geophysical inverse theory developed in modern mathematical terminology. The book brings together fundamental results developed by the Russian mathematical school in regularization theory and combines them with the related research in geophysical inversion carried out in the West. It presents a detailed exposition of the methods of regularized solution of inverse problems based on the ideas of Tikhonov regularization, and shows the different forms of their applications in both linear and nonlinear methods of geophysical inversion. This text is the first to treat many kinds of inversion and imaging techniques in a unified mathematical manner.The book is div...

Geophysical Data Analysis: Discrete Inverse Theory
  • Language: en
  • Pages: 273

Geophysical Data Analysis: Discrete Inverse Theory

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.

Inversion of Geophysical Data
  • Language: en
  • Pages: 572

Inversion of Geophysical Data

  • Type: Book
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  • Published: 1988
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  • Publisher: Unknown

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Seismic Inversion Methods: A Practical Approach
  • Language: en
  • Pages: 221

Seismic Inversion Methods: A Practical Approach

This book introduces readers to seismic inversion methods and their application to both synthetic and real seismic data sets. Seismic inversion methods are routinely used to estimate attributes like P-impedance, S-impedance, density, the ratio of P-wave and S-wave velocities and elastic impedances from seismic and well log data. These attributes help to understand lithology and fluid contents in the subsurface. There are several seismic inversion methods available, but their application and results differ considerably, which can lead to confusion. This book explains all popular inversion methods, discusses their mathematical backgrounds, and demonstrates their capacity to extract information...