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Analysis of the Gravity Field = Direct and Inverse Problems /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Analysis of the Gravity Field/ by Fernando Sansò, Daniele Sampietro.
Reminder of title:	Direct and Inverse Problems /
Author:	Sansò, Fernando.
other author:	Sampietro, Daniele.
Description:	XIV, 541 p. 97 illus., 45 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Mathematics—Data processing. -
Online resource:	https://doi.org/10.1007/978-3-030-74353-6
ISBN:	9783030743536

Analysis of the Gravity Field = Direct and Inverse Problems /
Sansò, Fernando.

Analysis of the Gravity FieldDirect and Inverse Problems /[electronic resource] :by Fernando Sansò, Daniele Sampietro. - 1st ed. 2022. - XIV, 541 p. 97 illus., 45 illus. in color.online resource. - Lecture Notes in Geosystems Mathematics and Computing,2512-3211. - Lecture Notes in Geosystems Mathematics and Computing,.

Introduction -- Part I: Forward Modelling of the Gravity Field -- The Vertical Gravitational Signal of Homogeneous Bodies, Bounded in the Horizon Plane -- Fourier Methods -- Part II: The Preprocessing and Processing of Gravity Data: From Observations to a Gravity Map on a Local Horizontal Plane -- The Gravity Field of Earth -- Gravity Surveying and Preprocessing -- Gravity Processing -- Part III: Inverse Theory and Applications -- Elementary Inverse Theory -- On the Mathematical Characterization of the Inverse Gravity Problem -- General Inversion Approaches -- Some Conclusions -- Part IV: Appendices -- Mathematical Auxillia -- The Theory of Random Fields and the Wiener-Kolmogorov Prediction Method -- The Tikhonov Regularization and Morozov's Discrepancy Principle.

This textbook presents a comprehensive treatment of the theory and implementation of inverse methods in the analysis and interpretation of Earth’s gravity field. By restricting their consideration to a local rather than global level, the authors focus on the use of observations and data that are more sensitive to local mass anomalies. All necessary theoretical aspects are reformulated in terms of a Euclidean framework so that less complex tools from mathematical analysis can be utilized. Divided into three parts, the text begins with a review of basic mathematical properties of gravitation, computing gravity from mass distributions, and relevant methods from Fourier analysis. In the second part of the text, the Earth’s gravity field and its properties are introduced, and the preprocessing and processing of gravity data are explored. Finally, elementary inverse theory is discussed, after which the general inversion problem is considered via application of both the Tikhonov deterministic approach and a stochastic MCMC model. Throughout, examples and exercises are provided to both clarify material and to illustrate real-word applications for readers. Analysis of the Gravity Field: Direct and Inverse Problems is carefully written to be accessible to both mathematicians and geophysicists without sacrificing mathematical rigor. Readers should have a familiarity with the basics of mathematical analysis, as well as some knowledge of statistics and probability theory. Detailed proofs of more advanced results are relegated to appendices so that readers can concentrate on solution algorithms. .

ISBN: 9783030743536

Standard No.: 10.1007/978-3-030-74353-6doiSubjects--Topical Terms:

1365953
Mathematics—Data processing.

LC Class. No.: QA71-90

Dewey Class. No.: 518

Analysis of the Gravity Field = Direct and Inverse Problems /
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520 $a This textbook presents a comprehensive treatment of the theory and implementation of inverse methods in the analysis and interpretation of Earth’s gravity field. By restricting their consideration to a local rather than global level, the authors focus on the use of observations and data that are more sensitive to local mass anomalies. All necessary theoretical aspects are reformulated in terms of a Euclidean framework so that less complex tools from mathematical analysis can be utilized. Divided into three parts, the text begins with a review of basic mathematical properties of gravitation, computing gravity from mass distributions, and relevant methods from Fourier analysis. In the second part of the text, the Earth’s gravity field and its properties are introduced, and the preprocessing and processing of gravity data are explored. Finally, elementary inverse theory is discussed, after which the general inversion problem is considered via application of both the Tikhonov deterministic approach and a stochastic MCMC model. Throughout, examples and exercises are provided to both clarify material and to illustrate real-word applications for readers. Analysis of the Gravity Field: Direct and Inverse Problems is carefully written to be accessible to both mathematicians and geophysicists without sacrificing mathematical rigor. Readers should have a familiarity with the basics of mathematical analysis, as well as some knowledge of statistics and probability theory. Detailed proofs of more advanced results are relegated to appendices so that readers can concentrate on solution algorithms. .
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