Information-based inversion and processing with applications:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Amsterdam ; Boston
Elsevier
2005
|
| Edition: | 1st ed |
| Series: | Handbook of geophysical exploration
v. 36 |
| Subjects: | |
| Item Description: | Print version record |
| Physical Description: | 1 online resource (xxvii, 405 pages) illustrations |
| ISBN: | 0080461344 9780080461342 9780080447216 008044721X |
Staff View
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| 245 | 1 | 0 | |a Information-based inversion and processing with applications |c by Tadeusz J. Ulrych, Mauricio D. Sacchi |
| 250 | |a 1st ed | ||
| 264 | 1 | |a Amsterdam ; Boston |b Elsevier |c 2005 | |
| 300 | |a 1 online resource (xxvii, 405 pages) |b illustrations | ||
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| 490 | 0 | |a Handbook of geophysical exploration |v v. 36 | |
| 500 | |a Print version record | ||
| 505 | 8 | |a This book examines different classical and modern aspects of geophysical data processing and inversion with emphasis on the processing of seismic records in applied seismology. Chapter 1 introduces basic concepts including: probability theory (expectation operator and ensemble statistics), elementary principles of parameter estimation, Fourier and z-transform essentials, and issues of orthogonality. In Chapter 2, the linear treatment of time series is provided. Particular attention is paid to Wold decomposition theorem and time series models (AR, MA, and ARMA) and their connection to seismic data analysis problems. Chapter 3 introduces concepts of Information theory and contains a synopsis of those topics that are used throughout the book. Examples are entropy, conditional entropy, Burg's maximum entropy spectral estimator, and mutual information. Chapter 4 provides a description of inverse problems first from a deterministic point of view, then from a probabilistic one. | |
| 505 | 8 | |a Chapter 5 deals with methods to improve the signal-to-noise ratio of seismic records. Concepts from previous chapters are put in practice for designing prediction error filters for noise attenuation and high-resolution Radon operators. Chapter 6 deals with the topic of deconvolution and the inversion of acoustic impedance. The first part discusses band-limited extrapolation assuming a known wavelet and considers the issue of wavelet estimation. The second part deals with sparse deconvolution using various 'entropy' type norms. Finally, Chapter 7 introduces recent topics of interest to the authors. The emphasis of this book is on applied seismology but researchers in the area of global seismology, and geophysical signal processing and inversion will find material that is relevant to the ubiquitous problem of estimating complex models from a limited number of noisy observations. | |
| 505 | 8 | |a * Non-conventional approaches to data processing and inversion are presented * Important problems in the area of seismic resolution enhancement are discussed * Contains research material that could inspire graduate students and their supervisors to undertake new research directions in applied seismology and geophysical signal processing | |
| 650 | 7 | |a SCIENCE / Earth Sciences / General |2 bisacsh | |
| 650 | 7 | |a SCIENCE / Physics / Geophysics |2 bisacsh | |
| 650 | 7 | |a Inversion (Geophysics) |2 fast | |
| 650 | 4 | |a Inversion (Geophysics) | |
| 700 | 1 | |a Sacchi, Mauricio D. |e Sonstige |4 oth | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |a Ulrych, Tadeusz J. |t Information-based inversion and processing with applications |b 1st ed |d Amsterdam ; Boston : Elsevier, 2005 |z 008044721X |
| 912 | |a ZDB-4-ENC | ||
| 999 | |a oai:aleph.bib-bvb.de:BVB01-030728110 | ||
Record in the Search Index
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| any_adam_object | |
| author | Ulrych, Tadeusz J. |
| author_facet | Ulrych, Tadeusz J. |
| author_role | aut |
| author_sort | Ulrych, Tadeusz J. |
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| contents | This book examines different classical and modern aspects of geophysical data processing and inversion with emphasis on the processing of seismic records in applied seismology. Chapter 1 introduces basic concepts including: probability theory (expectation operator and ensemble statistics), elementary principles of parameter estimation, Fourier and z-transform essentials, and issues of orthogonality. In Chapter 2, the linear treatment of time series is provided. Particular attention is paid to Wold decomposition theorem and time series models (AR, MA, and ARMA) and their connection to seismic data analysis problems. Chapter 3 introduces concepts of Information theory and contains a synopsis of those topics that are used throughout the book. Examples are entropy, conditional entropy, Burg's maximum entropy spectral estimator, and mutual information. Chapter 4 provides a description of inverse problems first from a deterministic point of view, then from a probabilistic one. Chapter 5 deals with methods to improve the signal-to-noise ratio of seismic records. Concepts from previous chapters are put in practice for designing prediction error filters for noise attenuation and high-resolution Radon operators. Chapter 6 deals with the topic of deconvolution and the inversion of acoustic impedance. The first part discusses band-limited extrapolation assuming a known wavelet and considers the issue of wavelet estimation. The second part deals with sparse deconvolution using various 'entropy' type norms. Finally, Chapter 7 introduces recent topics of interest to the authors. The emphasis of this book is on applied seismology but researchers in the area of global seismology, and geophysical signal processing and inversion will find material that is relevant to the ubiquitous problem of estimating complex models from a limited number of noisy observations. * Non-conventional approaches to data processing and inversion are presented * Important problems in the area of seismic resolution enhancement are discussed * Contains research material that could inspire graduate students and their supervisors to undertake new research directions in applied seismology and geophysical signal processing |
| ctrlnum | (ZDB-4-ENC)ocm74850405 (OCoLC)74850405 (DE-599)BVBBV045341406 |
| dewey-full | 550 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 550 - Earth sciences |
| dewey-raw | 550 |
| dewey-search | 550 |
| dewey-sort | 3550 |
| dewey-tens | 550 - Earth sciences |
| discipline | Geologie / Paläontologie |
| edition | 1st ed |
| format | Electronic eBook |
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| id | DE-604.BV045341406 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T08:15:25Z |
| institution | BVB |
| isbn | 0080461344 9780080461342 9780080447216 008044721X |
| language | English |
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| oclc_num | 74850405 |
| open_access_boolean | |
| physical | 1 online resource (xxvii, 405 pages) illustrations |
| psigel | ZDB-4-ENC |
| publishDate | 2005 |
| publishDateSearch | 2005 |
| publishDateSort | 2005 |
| publisher | Elsevier |
| record_format | marc |
| series2 | Handbook of geophysical exploration |
| spelling | Ulrych, Tadeusz J. Verfasser aut Information-based inversion and processing with applications by Tadeusz J. Ulrych, Mauricio D. Sacchi 1st ed Amsterdam ; Boston Elsevier 2005 1 online resource (xxvii, 405 pages) illustrations txt rdacontent c rdamedia cr rdacarrier Handbook of geophysical exploration v. 36 Print version record This book examines different classical and modern aspects of geophysical data processing and inversion with emphasis on the processing of seismic records in applied seismology. Chapter 1 introduces basic concepts including: probability theory (expectation operator and ensemble statistics), elementary principles of parameter estimation, Fourier and z-transform essentials, and issues of orthogonality. In Chapter 2, the linear treatment of time series is provided. Particular attention is paid to Wold decomposition theorem and time series models (AR, MA, and ARMA) and their connection to seismic data analysis problems. Chapter 3 introduces concepts of Information theory and contains a synopsis of those topics that are used throughout the book. Examples are entropy, conditional entropy, Burg's maximum entropy spectral estimator, and mutual information. Chapter 4 provides a description of inverse problems first from a deterministic point of view, then from a probabilistic one. Chapter 5 deals with methods to improve the signal-to-noise ratio of seismic records. Concepts from previous chapters are put in practice for designing prediction error filters for noise attenuation and high-resolution Radon operators. Chapter 6 deals with the topic of deconvolution and the inversion of acoustic impedance. The first part discusses band-limited extrapolation assuming a known wavelet and considers the issue of wavelet estimation. The second part deals with sparse deconvolution using various 'entropy' type norms. Finally, Chapter 7 introduces recent topics of interest to the authors. The emphasis of this book is on applied seismology but researchers in the area of global seismology, and geophysical signal processing and inversion will find material that is relevant to the ubiquitous problem of estimating complex models from a limited number of noisy observations. * Non-conventional approaches to data processing and inversion are presented * Important problems in the area of seismic resolution enhancement are discussed * Contains research material that could inspire graduate students and their supervisors to undertake new research directions in applied seismology and geophysical signal processing SCIENCE / Earth Sciences / General bisacsh SCIENCE / Physics / Geophysics bisacsh Inversion (Geophysics) fast Inversion (Geophysics) Sacchi, Mauricio D. Sonstige oth Erscheint auch als Druck-Ausgabe Ulrych, Tadeusz J. Information-based inversion and processing with applications 1st ed Amsterdam ; Boston : Elsevier, 2005 008044721X |
| spellingShingle | Ulrych, Tadeusz J. Information-based inversion and processing with applications This book examines different classical and modern aspects of geophysical data processing and inversion with emphasis on the processing of seismic records in applied seismology. Chapter 1 introduces basic concepts including: probability theory (expectation operator and ensemble statistics), elementary principles of parameter estimation, Fourier and z-transform essentials, and issues of orthogonality. In Chapter 2, the linear treatment of time series is provided. Particular attention is paid to Wold decomposition theorem and time series models (AR, MA, and ARMA) and their connection to seismic data analysis problems. Chapter 3 introduces concepts of Information theory and contains a synopsis of those topics that are used throughout the book. Examples are entropy, conditional entropy, Burg's maximum entropy spectral estimator, and mutual information. Chapter 4 provides a description of inverse problems first from a deterministic point of view, then from a probabilistic one. Chapter 5 deals with methods to improve the signal-to-noise ratio of seismic records. Concepts from previous chapters are put in practice for designing prediction error filters for noise attenuation and high-resolution Radon operators. Chapter 6 deals with the topic of deconvolution and the inversion of acoustic impedance. The first part discusses band-limited extrapolation assuming a known wavelet and considers the issue of wavelet estimation. The second part deals with sparse deconvolution using various 'entropy' type norms. Finally, Chapter 7 introduces recent topics of interest to the authors. The emphasis of this book is on applied seismology but researchers in the area of global seismology, and geophysical signal processing and inversion will find material that is relevant to the ubiquitous problem of estimating complex models from a limited number of noisy observations. * Non-conventional approaches to data processing and inversion are presented * Important problems in the area of seismic resolution enhancement are discussed * Contains research material that could inspire graduate students and their supervisors to undertake new research directions in applied seismology and geophysical signal processing SCIENCE / Earth Sciences / General bisacsh SCIENCE / Physics / Geophysics bisacsh Inversion (Geophysics) fast Inversion (Geophysics) |
| title | Information-based inversion and processing with applications |
| title_auth | Information-based inversion and processing with applications |
| title_exact_search | Information-based inversion and processing with applications |
| title_full | Information-based inversion and processing with applications by Tadeusz J. Ulrych, Mauricio D. Sacchi |
| title_fullStr | Information-based inversion and processing with applications by Tadeusz J. Ulrych, Mauricio D. Sacchi |
| title_full_unstemmed | Information-based inversion and processing with applications by Tadeusz J. Ulrych, Mauricio D. Sacchi |
| title_short | Information-based inversion and processing with applications |
| title_sort | information based inversion and processing with applications |
| topic | SCIENCE / Earth Sciences / General bisacsh SCIENCE / Physics / Geophysics bisacsh Inversion (Geophysics) fast Inversion (Geophysics) |
| topic_facet | SCIENCE / Earth Sciences / General SCIENCE / Physics / Geophysics Inversion (Geophysics) |
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