Basics of Computational Geophysics

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  • Publisher : Elsevier
  • Release : 27 November 2020
  • ISBN : 9780128209011
  • Page : 432 pages
  • Rating : 4.5/5 from 103 voters

Basics of Computational Geophysics Book PDF summary

Basics of Computational Geophysics provides a one-stop, collective resource for practitioners on the different techniques and models in geoscience, their practical applications, and case studies. The reference provides the modeling theory in an easy-to-read format that is verified with onsite models for specific regions and scenarios, including the use of big data and artificial intelligence. This book offers a platform whereby readers will learn theory, practical applications, and the comparison of real-world problems surrounding geomechanics, modeling and optimizations. Covers various advanced computational techniques for solving different problems in geophysics, including the use of Big Data and artificial intelligence Includes case studies that provide examples surrounding practical applications Provides an assessment of the capabilities of commercial software

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Basics of Computational Geophysics

Basics of Computational Geophysics
  • Author : Pijush Samui,Barnali Dixon,Dieu Tien Bui
  • Publisher : Elsevier
  • Release Date : 2020-11-27
  • ISBN : 9780128209011
DOWNLOAD BOOKBasics of Computational Geophysics

Basics of Computational Geophysics provides a one-stop, collective resource for practitioners on the different techniques and models in geoscience, their practical applications, and case studies. The reference provides the modeling theory in an easy-to-read format that is verified with onsite models for specific regions and scenarios, including the use of big data and artificial intelligence. This book offers a platform whereby readers will learn theory, practical applications, and the comparison of real-world problems surrounding geomechanics, modeling and optimizations. Covers various

Computational Geo-Electromagnetics

Computational Geo-Electromagnetics
  • Author : Viacheslav V. Spichak
  • Publisher : Unknown
  • Release Date : 2020-02
  • ISBN : 9780128196311
DOWNLOAD BOOKComputational Geo-Electromagnetics

Computational Geo-Electromagnetics: Methods, Models, and Forecasts, Volume Five in the Computational Geophysics series, is devoted to techniques for building of geoelectrical models from electromagnetic data, featuring Bayesian statistical analysis and neural network algorithms. These models are applied to studying the geoelectrical structure of famous volcanoes (i.e., Vesuvio, Kilauea, Elbrus, Komagatake, Hengill) and geothermal zones (i.e., Travale, Italy; Soultz-sous-Forets, Elsace). Methodological recommendations are given on electromagnetic sounding of faults as well as geothermal and hydrocarbon reservoirs. Techniques for forecasting

Fundamentals of Geophysics

Fundamentals of Geophysics
  • Author : William Lowrie
  • Publisher : Cambridge University Press
  • Release Date : 2007-09-20
  • ISBN : 9781139465953
DOWNLOAD BOOKFundamentals of Geophysics

This second edition of Fundamentals of Geophysics has been completely revised and updated, and is the ideal geophysics textbook for undergraduate students of geoscience with an introductory level of knowledge in physics and mathematics. It gives a comprehensive treatment of the fundamental principles of each major branch of geophysics, and presents geophysics within the wider context of plate tectonics, geodynamics and planetary science. Basic principles are explained with the aid of numerous figures and step-by-step mathematical treatments, and important geophysical

Geophysical Potential Fields

Geophysical Potential Fields
  • Author : Lev Eppelbaum
  • Publisher : Elsevier
  • Release Date : 2019-07-18
  • ISBN : 9780128116869
DOWNLOAD BOOKGeophysical Potential Fields

Geophysical Potential Fields: Geological and Environmental Applications, Volume Two, investigates the similarities and differences of potential geophysical fields, including gravity, magnetics, temperature, resistivity and self-potential, along with the influence of noise on these fields. As part of the Computational Geophysics series, this volume provides computational examples and methods for effectively solving geophysical problems in a full cycle manner. Including both quantitative and qualitative analysis, the book offers different filtering and transformation procedures, integrated analysis, and special interpretation methodologies, also presenting

Automation and Computational Intelligence for Road Maintenance and Management

Automation and Computational Intelligence for Road Maintenance and Management
  • Author : Hamzeh Zakeri,Fereidoon Moghadas Nejad,Amir H. Gandomi
  • Publisher : John Wiley & Sons
  • Release Date : 2022-07-13
  • ISBN : 9781119800644
DOWNLOAD BOOKAutomation and Computational Intelligence for Road Maintenance and Management

Automation and Computational Intelligence for Road Maintenance and Management A comprehensive computational intelligence toolbox for solving problems in infrastructure management In Automation and Computational Intelligence for Road Maintenance and Management, a team of accomplished researchers delivers an incisive reference that covers the latest developments in computer technology infrastructure management. The book contains an overview of foundational and emerging technologies and methods in both automation and computational intelligence, as well as detailed presentations of specific methodologies. The distinguished authors emphasize the

Computational Methods in Geophysical Electromagnetics

Computational Methods in Geophysical Electromagnetics
  • Author : Eldad Haber
  • Publisher : SIAM
  • Release Date : 2014-12-11
  • ISBN : 9781611973792
DOWNLOAD BOOKComputational Methods in Geophysical Electromagnetics

This monograph provides a framework for students and practitioners who are working on the solution of electromagnetic imaging in geophysics. Bridging the gap between theory and practical applied material (for example, inverse and forward problems), it provides a simple explanation of finite volume discretization, basic concepts in solving inverse problems through optimization, a summary of applied electromagnetics methods, and MATLAB?√∑code for efficient computation.

Computational Geosciences with Mathematica

Computational Geosciences with Mathematica
  • Author : William Haneberg
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • ISBN : 9783642185540
DOWNLOAD BOOKComputational Geosciences with Mathematica

Computational Geosciences with Mathematica is the only book written by a geologist specifically to show geologists and geoscientists how to use Mathematica to formulate and solve problems. It spans a broad range of geologic and mathematical topics, which are drawn from the author's extensive experience in research, consulting, and teaching. The reference and text leads readers step-by-step through geologic applications such as custom graphics programming, data input and output, linear and differential equations, linear and nonlinear regression, Monte Carlo simulation,

Adjustment Models in 3D Geomatics and Computational Geophysics

Adjustment Models in 3D Geomatics and Computational Geophysics
  • Author : Bashar Alsadik
  • Publisher : Elsevier
  • Release Date : 2019-04-16
  • ISBN : 9780128175897
DOWNLOAD BOOKAdjustment Models in 3D Geomatics and Computational Geophysics

Adjustment Models in 3D Geomatics and Computational Geophysics: With MATLAB Examples, Volume Four introduces a complete package of theoretical and practical subjects in adjustment computations relating to Geomatics and geophysical applications, particularly photogrammetry, surveying, remote sensing, GIS, cartography, and geodesy. Supported by illustrating figures and solved examples with MATLAB codes, the book provides clear methods for processing 3D data for accurate and reliable results. Problems cover free net adjustment, adjustment with constraints, blunder detection, RANSAC, robust estimation, error propagation, 3D

Computational Neural Networks for Geophysical Data Processing

Computational Neural Networks for Geophysical Data Processing
  • Author : M.M. Poulton
  • Publisher : Elsevier
  • Release Date : 2001-06-13
  • ISBN : 0080529658
DOWNLOAD BOOKComputational Neural Networks for Geophysical Data Processing

This book was primarily written for an audience that has heard about neural networks or has had some experience with the algorithms, but would like to gain a deeper understanding of the fundamental material. For those that already have a solid grasp of how to create a neural network application, this work can provide a wide range of examples of nuances in network design, data set design, testing strategy, and error analysis. Computational, rather than artificial, modifiers are used for

Advantages and Pitfalls of Pattern Recognition

Advantages and Pitfalls of Pattern Recognition
  • Author : Horst Langer,Susanna Falsaperla,Conny Hammer
  • Publisher : Elsevier
  • Release Date : 2019-11-23
  • ISBN : 9780128118436
DOWNLOAD BOOKAdvantages and Pitfalls of Pattern Recognition

Advantages and Pitfalls of Pattern Recognition presents various methods of pattern recognition and classification, useful to geophysicists, geochemists, geologists, geographers, data analysts, and educators and students of geosciences. Scientific and technological progress has dramatically improved the knowledge of our planet with huge amounts of digital data available in various fields of Earth Sciences, such as geology, geophysics, and geography. This has led to a new perspective of data analysis, requiring specific techniques that take several features into consideration rather than

Inverse Problems

Inverse Problems
  • Author : Mathias Richter
  • Publisher : Birkh√§user
  • Release Date : 2016-11-24
  • ISBN : 9783319483849
DOWNLOAD BOOKInverse Problems

The overall goal of the book is to provide access to the regularized solution of inverse problems relevant in geophysics without requiring more mathematical knowledge than is taught in undergraduate math courses for scientists and engineers. From abstract analysis only the concept of functions as vectors is needed. Function spaces are introduced informally in the course of the text, when needed. Additionally, a more detailed, but still condensed introduction is given in Appendix B. A second goal is to elaborate

Potential Theory in Applied Geophysics

Potential Theory in Applied Geophysics
  • Author : Kalyan Kumar Roy
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-11-15
  • ISBN : 9783540723349
DOWNLOAD BOOKPotential Theory in Applied Geophysics

This book introduces the principles of gravitational, magnetic, electrostatic, direct current electrical and electromagnetic fields, with detailed solutions of Laplace and electromagnetic wave equations by the method of separation of variables. Discussion includes behaviours of the scalar and vector potential and the nature of the solutions of these boundary value problems, along with the use of complex variables and conformal transformation, Green's theorem, Green's formula and Green's functions.

Essentials of Geophysical Data Processing

Essentials of Geophysical Data Processing
  • Author : Clark R. Wilson
  • Publisher : Cambridge University Press
  • Release Date : 2021-10-31
  • ISBN : 9781108931007
DOWNLOAD BOOKEssentials of Geophysical Data Processing

Concise, self-contained survey of data processing methods in geophysics and other sciences, for upper level science and engineering students.

Optimization and Regularization for Computational Inverse Problems and Applications

Optimization and Regularization for Computational Inverse Problems and Applications
  • Author : Yanfei Wang,Anatoly G. Yagola,Changchun Yang
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-06-29
  • ISBN : 9783642137426
DOWNLOAD BOOKOptimization and Regularization for Computational Inverse Problems and Applications

"Optimization and Regularization for Computational Inverse Problems and Applications" focuses on advances in inversion theory and recent developments with practical applications, particularly emphasizing the combination of optimization and regularization for solving inverse problems. This book covers both the methods, including standard regularization theory, Fejer processes for linear and nonlinear problems, the balancing principle, extrapolated regularization, nonstandard regularization, nonlinear gradient method, the nonmonotone gradient method, subspace method and Lie group method; and the practical applications, such as the reconstruction problem for

Basic Geophysics

Basic Geophysics
  • Author : Enders A. Robinson,Dean Clark
  • Publisher : SEG Books
  • Release Date : 2017-09-01
  • ISBN : 9781560803454
DOWNLOAD BOOKBasic Geophysics

For a thorough comprehension of the field of geophysics, we need to understand its origins. Basic Geophysics by Enders Robinson and Dean Clark takes us on a journey that demonstrates how the achievements of our predecessors have paved the way for our modern science. From the ancient Greeks through the Enlightenment to the greats of the contemporary age, the reasoning behind basic principles is explored and clarified. With that foundation, several advanced topics are examined, including: the 3D wave equation;