Advanced Digital Signal Processing of Seismic Data

Inbunden, Engelska, 2020

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Beskrivning

Seismic data must be interpreted using digital signal processing techniques in order to create accurate representations of petroleum reservoirs and the interior structure of the Earth. This book provides an advanced overview of digital signal processing (DSP) and its applications to exploration seismology using real-world examples. The book begins by introducing seismic theory, describing how to identify seismic events in terms of signals and noise, and how to convert seismic data into the language of DSP. Deterministic DSP is then covered, together with non-conventional sampling techniques. The final part covers statistical seismic signal processing via Wiener optimum filtering, deconvolution, linear-prediction filtering and seismic wavelet processing. With over sixty end-of-chapter exercises, seismic data sets and data processing MATLAB codes included, this is an ideal resource for electrical engineering students unfamiliar with seismic data, and for Earth Scientists and petroleum professionals interested in DSP techniques.

Produktinformation

Utgivningsdatum:2020-01-16
Mått:180 x 252 x 19 mm
Vikt:810 g
Format:Inbunden
Språk:Engelska
Antal sidor:338
Förlag:Cambridge University Press
ISBN:9781107039650

Utforska kategorier

Geovetenskap inom Naturvetenskap och teknik
Systemvetenskap och AI inom Data och IT
Tillämpad fysik inom Naturvetenskap och teknik

Mer om författaren

Wail A. Mousa is Associate Professor of Electrical Engineering at King Fahd University of Petroleum and Minerals, Sausi Arabia (KFUPM). His research interests include digital signal processing and its application in geophysics, with emphasis on seismic data processing. He has taught courses on 'Geo-signal data processing' to graduate and undergraduate students in electrical engineering since 2007; and previously worked as a research scientist for Schlumberger. He was also Chair of the World Petroleum Council-Youth Committee (WPC-YC) for three years.

Recensioner i media

'This textbook represents an excellent introduction to the advanced study of subterranean reservoir analysis based on the method of seismic reflection … a very readable and informative account … Anyone working in the field of seismic reflection surveying or related studies involving geophysical exploration will likely benefit from reading this book.' M. S. Field, Choice

Innehållsförteckning

Preface; Part I. Seismic Theory Background: 1. Introduction; 2. Seismic theory and reflection surveying: a necessary background; Part II. Deterministic Digital Signal Processing for Seismic Data: 3. Spectral analysis of seismic data and useful transforms; 4. Sampling theorem for seismic data; 5. Seismic applications of digital filtering theory; Part III. Statistical Digital Signal Processing for Seismic Data: 6. Fundamentals of digital optimal filtering; 7. Seismic deconvolution; 8. Seismic wavelet processing; References; Index.