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Statistical Methods of Geophysical Data Processing

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Statistical Methods of Geophysical Data Processing

Statistical Methods of Geophysical Data Processing
Vladimir Troyan • Yurii Kiselev
World Scientific Publishing Company
• Statistical Methods of Geophysical Data Processing
  • Release Date
    2022-11-06
No data was found
5/5
In Stock

3.0 $

  • Category
    Earth Science
  • File Type
    Book
  • Language
    English
  • File Format
    PDF
  • Year
    2010
  • ISBN-10
    9814293741
  • ISBN-13
    9789814293747
  • Pages
    454 pages
  • File Size
    4.232 MB
  • Release Date
    2022-11-06

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Book Summary

The Statistical Methods of Geophysical Data Processing 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.

The Statistical Methods of Geophysical Data Processing 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.

Contents

  • Basic concepts of the probability theory
  • Elements of mathematical statistics
  • Models of measurement data
  • The functional relationships of sounding signal Fields and parameters of the medium
  • Ray theory of wave Field propagation
  • Methods for parameter estimation of geophysical objects
  • Statistical criteria for choice of model
  • Algorithms of approximation of geophysical data
  • Elements of applied functional analysis for problem of estimation
  • Construction and interpretation of tomographic functionals
  • Tomography methods of recovering the image of medium
  • Methods of transforms and analysis of the geophysical data
  • Appendix

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