Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct. 9 Nov. 2006 Cairo...

19
Seismic Reflection Data Seismic Reflection Data Processing and Processing and Interpretation Interpretation A Workshop in Cairo A Workshop in Cairo 28 Oct. – 9 Nov. 2006 28 Oct. – 9 Nov. 2006 Cairo University, Egypt Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer Title: 1D & 2D Fourier Transform

description

What would happen if; We increasingly added to a time signal higher frequency components? The resulted wavelet will be compressed, if all frequencies are added the result will be a spike.

Transcript of Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct. 9 Nov. 2006 Cairo...

Page 1: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

Seismic Reflection Data Processing Seismic Reflection Data Processing and Interpretationand Interpretation

A Workshop in CairoA Workshop in Cairo28 Oct. – 9 Nov. 200628 Oct. – 9 Nov. 2006

Cairo University, EgyptCairo University, Egypt

Dr. Sherif Mohamed Hanafy

Lecturer Title:

1D & 2D Fourier Transform

Page 2: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

1D & 2D Fourier 1D & 2D Fourier TransformTransform

(Continue)(Continue)Theory and PracticeTheory and Practice

Real Data Examples UsingReal Data Examples UsingSU and MatLabSU and MatLab

Page 3: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

What would happen if;What would happen if;

We increasingly added to a time signal higher frequency components?

The resulted wavelet will be compressed, if all frequencies are added the result will be a spike.

Page 4: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

With increasing the frequencies With increasing the frequencies summed to the signal; resulted trace is summed to the signal; resulted trace is

compressed.compressed.Note the effect on the stacked traces 1, Note the effect on the stacked traces 1,

2, 3, 4, & 52, 3, 4, & 5

Only two frequencies are summed

More than 30 different frequencies are summed

Page 5: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

With a very high number of traces With a very high number of traces (frequency are continuously increased) (frequency are continuously increased)

the resulted stackedthe resulted stackedtrace is very sharp; almost a spike.trace is very sharp; almost a spike.

Page 6: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

From the frequency spectrum point of From the frequency spectrum point of view, we can see the same feature; the view, we can see the same feature; the

wider the frequency band the sharper the wider the frequency band the sharper the related time trace.related time trace.

Page 7: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

The effect of the edge of the The effect of the edge of the frequency spectrumfrequency spectrum

Smooth edges (A, B, C & D) and gentle slopes AB and CD give much improved results

Page 8: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

Types of frequency filtersTypes of frequency filters

Band Pass

Band Reject

Low Pass

High Pass

Page 9: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

Butterworth FilterButterworth Filter

Page 10: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

The usable seismic reflection The usable seismic reflection energy usually is confined to a energy usually is confined to a bandwidth of approximately 10 bandwidth of approximately 10

– 70 Hz, with a dominant – 70 Hz, with a dominant frequency around 30 Hz.frequency around 30 Hz.

Page 11: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

Application of frequency Application of frequency domain filtersdomain filters

Page 12: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

Effect of Band Pass Effect of Band Pass Parameters on the resulted Parameters on the resulted

seismic sectionseismic sectionUse the data of Stockton Interferometry Use the data of Stockton Interferometry

test to show the effect of low and high test to show the effect of low and high cuts, fixing band width and slops.cuts, fixing band width and slops.

Low Cut

Low Pass

High Pass

High Cut

Page 13: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

File # 1File # 1x17_f1.sux17_f1.su

Use: suximage< x17_f1.su n2=57 Use: suximage< x17_f1.su n2=57 perc=95 &perc=95 &

Low Cut = 10 to 110 Low Cut = 10 to 110 HzHzLow Pass = 25 to 125 Low Pass = 25 to 125 HzHzHigh Pass = 80 to High Pass = 80 to 180 Hz180 HzHigh Cut = 95 to 195 High Cut = 95 to 195 HzHzStep = 1 HzStep = 1 Hz

Page 14: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

Filter PreviewFilter Preview

0 50 100 150 200 250

F req u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F req u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F req u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F req u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F req u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F req u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F req u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F req u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F req u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F req u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F req u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F req u en c y (H z )

0

0.5

1

Page 15: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

File # 2File # 2x17_f2.sux17_f2.su

Use: suximage< x17_f2.su n2=57 Use: suximage< x17_f2.su n2=57 perc=95 &perc=95 &

Low Cut = 22 HzLow Cut = 22 HzLow Pass = 37 HzLow Pass = 37 HzHigh Pass = 47 to High Pass = 47 to 147 Hz147 HzHigh Cut = 52 to 152 High Cut = 52 to 152 HzHzStep = 1 HzStep = 1 Hz

Page 16: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

Filter PreviewFilter Preview

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

Page 17: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

File # 3File # 3x17_f3.sux17_f3.su

Use: suximage< x17_f3.su n2=57 Use: suximage< x17_f3.su n2=57 perc=95 &perc=95 &

Low Cut = 36 to 4 HzLow Cut = 36 to 4 HzLow Pass = 37 HzLow Pass = 37 HzHigh Pass = 92 HzHigh Pass = 92 HzHigh Cut = 93 to 125 High Cut = 93 to 125 HzHzStep = 1 HzStep = 1 Hz

Page 18: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

Filter PreviewFilter Preview

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

0 50 100 150 200 250

F re q u en c y (H z )

0

0.5

1

Page 19: Seismic Reflection Data Processing and Interpretation A Workshop in Cairo 28 Oct.  9 Nov. 2006 Cairo University, Egypt Dr. Sherif Mohamed Hanafy Lecturer.

End of this lectureEnd of this lecture

Thank You for you attentionThank You for you attention

All examples on this lecture is based on my workAll examples on this lecture is based on my work