General introduction
Reading material
- John Scales: Theory of Seismic Imaging Chapters 1, 2, 10.3
- Guy Drijkoningen: Seismic Data Processing - TG001 / TA3600 Chapters 1,2,3, 4.6, 4.7. and Introduction to Reflection Seismology TA3520 Chapter 5.
- Yilmaz's “bible”
https://www.dropbox.com/s/hytfic068qp5jiq/4-Exploration_Seismology-basics.pdf?dl=0
Material presented in class
- Slides for Lecture 1: Introduction
- Slides for Lecture 2: Basic Seismic Data Processing 1
- Slides for Lecture 3: Basic seismic data processing 2
- Slides for Lecture 4: Basic seismic data processing 3
- Slides for Lecture 5: Basic seismic data processing 4
- Slides for Lecture 6: Basic seismic data processing 5
- Slides for Lecture 7: Basic seismic data processing 6
- Slides for Lecture 8: Basic seismic data processing 7
- Slides for Lecture 7: Basic seismic data processing 6
- Slides for Lecture 8: Basic seismic data processing 7
- Slides for Lecture 9: Basic seismic data processing 8
- Slides for Lecture 10: Basic seismic data processing 9
- Slides for Lecture 11: Basic seismic data processing 10
Seismic data acquisition
Material presented in class
- Slides for Lecture 12: Practical aspects of seismic acquisition
- Slides for Lecture 13: Practical aspects of seismic acquisition
From processing to inversion
Reading material
- Jon Claerbout: IMAGE ESTIMATION BY EXAMPLE: Geophysical Soundings Image Construction Chapter 1.
- John A. Scales, Martin L. Smith and Sven Treitel Introductory Geophysical Inverse Theory Chapter 4
- Richard Baraniuk: More Is Less: Signal Processing and the Data Deluge
- Felix J. Herrmann, Michael P.Friedlander, Ozgur Yilmaz: Fighting the curse of dimensionality: compressive sensing in exploration seismology
- Felix J. Herrmann: Randomized sampling and sparsity: getting more information from fewer samples. Geophysics 75, WB173 (2010); doi:10.1190/1.350614
Material presented in class
- Slides for Lecture 14: From Processing to Inversion
- Slides for Lecture 15: From Processing to Inversion-Radon
Compressive sensing
Reading material
- IEEE Signal Processing Magazine Richard Baraniuk: Compressive sensing and More Is Less: Signal Processing and the Data Deluge
- Emmanuel Candes and Michael Wakin: An introduction to Compressive Sensing
- Justin Romberg: Imaging via compressive sampling
- Felix J. Herrmann: Randomized sampling and sparsity: getting more information from fewer samples. Geophysics 75, WB173 (2010); doi:10.1190/1.350614
- Felix J. Herrmann, Michael P. Friedlander, Ozgur Yilmaz: Fighting the curse of dimensionality: compressive sensing in exploration seismology
Material presented in class
- Slides for Lecture 16: Basics Compressive Sensing
- Slides for Lecture 17: Theory Compressive Sensing
- Slides for Lecture 18: Theory Compressive Sensing - Design Principles Sensing
- Slides for Lecture 19: Compressive Sensing - Latest
Linearized inversion
Reading material
- A. Gisolf. On the shortcomings of linear AVP( AVO/AVA) inversion.
Material presented in class
RTM & FWI
Reading material
- Gerhard Pratt: Gauss-Newton and full Newton methods in frequency domain seismic waveform inversion. Geophysical Journal International, 133, 341-362.
- Andreas Fichtner: Full Seismic Waveform Modelling and Inversion chapter 10 and 11