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Simple Seismic Data Processing Workflow
Compiled by :
Hatem Refaat Abdel Mobdy Radwan
Senior Geophysics Student
Faculty of Science, Ain Shams university.
1
Activities
-Affiliations:
- Active Member in The Society of Exploration Geophysicists Student Chapter "SEG" since july 2014.
- Active Member (MENTOR) in “SPWLA” Ain Shams University Student Chapter Since October 2015.
-Volunteering Experience:
- Formal volunteer at Egyptian food bank 2010-2012.
Personal Introduction
2
Hatem Refaat Abdel Mobdy - Simple processing sequence
Field Data Input
Geometry Update
Trace Editing
Amplitude Recovery
Noise Attenuation
Deconvolution
CMP sorting
NMO Correction
Demultiple
Stretch Mute
Migration
Stacking
Post Stack Sequence
Simple Processing
Workflow
overview
3
Hatem Refaat Abdel Mobdy - Simple processing sequence
Field Data Input
Raw field Data must be reformatted into the company internal format (software format).
Usually the raw field data comes with SEG-D Format !!
Field data format
SEG Y
SEG D
Internal format of SLB
Omega (DIO)
Internal format is usually more efficient and reduces data size by 40%
4
Hatem Refaat Abdel Mobdy - Simple processing sequence
Geometry Update
Update the X,Y coordinates, elevation, line & point numbering, source & receiver types, shooting pattern
information by merge the Navigation/SPS file with the data file header .
Elevation map
78 ft
117 ft
Fold Map
5
Hatem Refaat Abdel Mobdy - Simple processing sequence
Trace Edit
Aim:
1- Remove bad traces(very noisy traces).
2- Remove bad shots.
3- Edit Polarity Reversed traces.
6
Hatem Refaat Abdel Mobdy - Simple processing sequence
Trace Edit
Before AfterN.B:
AAA filter can easily attenuate these noise without killing the traces.
7
Hatem Refaat Abdel Mobdy - Simple processing sequence
Amplitude Recovery
Aim:
Compensate the effect of Trace amplitude decay, There are 3 main causes of attenuation(decay)
Geometric attenuation Absorption Transmission
Before After
8
Hatem Refaat Abdel Mobdy - Simple processing sequence
Noise Attenuation: Ground Roll
Generated by: surface waves
Characterized by: low velocity, low frequency, high amplitude
Can be attenuated using: f-k filter, radon
transform, wavelet transform, curvelet transform
BeforeAfter
9
Hatem Refaat Abdel Mobdy - Simple processing sequence
Noise Attenuation: Seismic interference(SI)
Caused by interference with another seismic survey in the same time in the
same area
can be attenuated by Tau-p mutes that isolate the (SI) in Tau-p domain
10
Hatem Refaat Abdel Mobdy - Simple processing sequence
Deconvolution (Decon)
Decon is an inverse filter that used to improve seismic resolution by removing the adverse filtering
effects encountered by Seismic Waves during their passage through the earth (which acts as a filter).
After Before
11
Hatem Refaat Abdel Mobdy - Simple processing sequence
CMP sorting
Data sorting is re-organising (reordering) the data, to perform a certain process.
CMP sorting performed in order to perform Velocity analysis to determine the stacking velocity.
CVSSemblance
CMPs in offset
planes
12
Hatem Refaat Abdel Mobdy - Simple processing sequence
Normal Move Out Correction (NMO)
NMO Correction uses the stacking velocity which is determined by velocity analysis to remove the NMO effect.
NMO effect increase with offset, decrease with time, depth and velocity.
(a) Event isn’t corrected
(b) Event correct with proper velocity
(c) Event is over-corrected (velocity is
too low)
(d) Event is under-corrected (velocity
is too high)
13
Hatem Refaat Abdel Mobdy - Simple processing sequence
Stretch Mute
Event after NMO correction, First arrivals stretch and become low frequency these two effects increase with offset
(occur at the far offset).
MuteCMP gather NMO
14
Hatem Refaat Abdel Mobdy - Simple processing sequence
Demultiple
Multiples cause by: multiple reflections of the primary wave.
Can be attenuated by: f-k filter, Tau-p filter, stacking, Deconvolution.
15
Hatem Refaat Abdel Mobdy - Simple processing sequence
Demultiple
Can be attenuated by: f-k filter, Tau-p filter, stacking, Deconvolution.
16
Hatem Refaat Abdel Mobdy - Simple processing sequence
Migration
Reposition the reflection points from their apparent location to their true location (in case of dipping reflectors
and complex structures)
Increasing
structure
complicity
Increasing
lateral
velocity
complicity
Post stack Time
Migration
Post stack Depth
Migration
Pre-stack Time Migration
Pre-stack Depth
Migration
17
Hatem Refaat Abdel Mobdy - Simple processing sequence
Pre-stack Migration
18
Hatem Refaat Abdel Mobdy - Simple processing sequence
Post stack Migration
19
Hatem Refaat Abdel Mobdy - Simple processing sequence
Stacking
Stacking is basically a summation process,
summing the traces to produce a stacked
section represent the subsurface.
Stacking depend on many factors, but the
most important factor is the stacking
velocity (determined by Velocity Analysis)
20
Hatem Refaat Abdel Mobdy - Simple processing sequence
Post Stack sequence
Filtering:
After stacking, filtering can remove high and low frequency noise !
Amplitude scaling:
Acquire the final section a suitable amount of gain for better interpretation.
Final product:
Ask client for final product list to deliver in SEGY format.
21
Hatem Refaat Abdel Mobdy - Simple processing sequence
Thank You !
22
Hatem Refaat Abdel Mobdy - Simple processing sequence
Any Questions ?!
23
Hatem Refaat Abdel Mobdy - Simple processing sequence

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WesternGeco presentation - Seismic Data Processing

  • 1. Simple Seismic Data Processing Workflow Compiled by : Hatem Refaat Abdel Mobdy Radwan Senior Geophysics Student Faculty of Science, Ain Shams university. 1
  • 2. Activities -Affiliations: - Active Member in The Society of Exploration Geophysicists Student Chapter "SEG" since july 2014. - Active Member (MENTOR) in “SPWLA” Ain Shams University Student Chapter Since October 2015. -Volunteering Experience: - Formal volunteer at Egyptian food bank 2010-2012. Personal Introduction 2 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 3. Field Data Input Geometry Update Trace Editing Amplitude Recovery Noise Attenuation Deconvolution CMP sorting NMO Correction Demultiple Stretch Mute Migration Stacking Post Stack Sequence Simple Processing Workflow overview 3 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 4. Field Data Input Raw field Data must be reformatted into the company internal format (software format). Usually the raw field data comes with SEG-D Format !! Field data format SEG Y SEG D Internal format of SLB Omega (DIO) Internal format is usually more efficient and reduces data size by 40% 4 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 5. Geometry Update Update the X,Y coordinates, elevation, line & point numbering, source & receiver types, shooting pattern information by merge the Navigation/SPS file with the data file header . Elevation map 78 ft 117 ft Fold Map 5 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 6. Trace Edit Aim: 1- Remove bad traces(very noisy traces). 2- Remove bad shots. 3- Edit Polarity Reversed traces. 6 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 7. Trace Edit Before AfterN.B: AAA filter can easily attenuate these noise without killing the traces. 7 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 8. Amplitude Recovery Aim: Compensate the effect of Trace amplitude decay, There are 3 main causes of attenuation(decay) Geometric attenuation Absorption Transmission Before After 8 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 9. Noise Attenuation: Ground Roll Generated by: surface waves Characterized by: low velocity, low frequency, high amplitude Can be attenuated using: f-k filter, radon transform, wavelet transform, curvelet transform BeforeAfter 9 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 10. Noise Attenuation: Seismic interference(SI) Caused by interference with another seismic survey in the same time in the same area can be attenuated by Tau-p mutes that isolate the (SI) in Tau-p domain 10 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 11. Deconvolution (Decon) Decon is an inverse filter that used to improve seismic resolution by removing the adverse filtering effects encountered by Seismic Waves during their passage through the earth (which acts as a filter). After Before 11 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 12. CMP sorting Data sorting is re-organising (reordering) the data, to perform a certain process. CMP sorting performed in order to perform Velocity analysis to determine the stacking velocity. CVSSemblance CMPs in offset planes 12 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 13. Normal Move Out Correction (NMO) NMO Correction uses the stacking velocity which is determined by velocity analysis to remove the NMO effect. NMO effect increase with offset, decrease with time, depth and velocity. (a) Event isn’t corrected (b) Event correct with proper velocity (c) Event is over-corrected (velocity is too low) (d) Event is under-corrected (velocity is too high) 13 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 14. Stretch Mute Event after NMO correction, First arrivals stretch and become low frequency these two effects increase with offset (occur at the far offset). MuteCMP gather NMO 14 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 15. Demultiple Multiples cause by: multiple reflections of the primary wave. Can be attenuated by: f-k filter, Tau-p filter, stacking, Deconvolution. 15 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 16. Demultiple Can be attenuated by: f-k filter, Tau-p filter, stacking, Deconvolution. 16 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 17. Migration Reposition the reflection points from their apparent location to their true location (in case of dipping reflectors and complex structures) Increasing structure complicity Increasing lateral velocity complicity Post stack Time Migration Post stack Depth Migration Pre-stack Time Migration Pre-stack Depth Migration 17 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 18. Pre-stack Migration 18 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 19. Post stack Migration 19 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 20. Stacking Stacking is basically a summation process, summing the traces to produce a stacked section represent the subsurface. Stacking depend on many factors, but the most important factor is the stacking velocity (determined by Velocity Analysis) 20 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 21. Post Stack sequence Filtering: After stacking, filtering can remove high and low frequency noise ! Amplitude scaling: Acquire the final section a suitable amount of gain for better interpretation. Final product: Ask client for final product list to deliver in SEGY format. 21 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 22. Thank You ! 22 Hatem Refaat Abdel Mobdy - Simple processing sequence
  • 23. Any Questions ?! 23 Hatem Refaat Abdel Mobdy - Simple processing sequence