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Fundamentals of Seismic Acquisition & Processing IRIS Intern Orientation 2011 Sandra C. Saldaña
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Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

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Page 1: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

Fundamentals ofSeismic Acquisition &Processing

IRIS Intern Orientation2011

Sandra C. Saldaña

Page 2: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

2

Outline

Concepts

Seismic Reflection Acquisition

Seismic Reflection Processing

Page 3: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

3

Concepts

Basic Wave Theory

The Law Reflection & Snell’s Law (Refraction)

Theoretical Ray Path & the Earth Model

Types of Seismic Energy

Reflections

Refractions

Air Waves

Surface Waves

Page 4: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

4

Concepts: Basic Wave Theory

Halliday et al., 2002

Page 5: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

5

Concepts: Basic Wave Theory

Halliday et al., 2002

Page 6: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

6

Concepts: Basic Wave Theory

Halliday et al., 2002

RayWave Front

Page 7: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

7

Concepts: Basic Wave Theory

Halliday et al., 2002

Page 8: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

8

Slow Fast Fast Slow

Concepts: Law of Reflection & Snell’s Law

Keary et al., 2002

q1

q1

q2

V1<V2

V1

V2

q1

q1

q2

V1>V2

V1

V2

Page 9: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

9

Concepts: Theoretical Ray Path & Earth Model

Keary et al., 2002

Vsand=1800 m/s

Vshale=2500 m/s

Vsand=3000 m/s

Vcarbonate=4100 m/s

Vwater=1520 m/s20º

Page 10: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

10

Concepts: Types of Seismic Energy

Reflections

Air Wave

Surface Wave

Refractions

20º

Page 11: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

11

Seismic Reflection Acquisition

Definitions

Geophone

Common Midpoint (CMP)

Resolution

Fresnel Zone

Tuning Thickness

Page 12: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

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Definitions: Geophone

http://www.iongeo.com/Land_Imaging/Geophones/http://www.google.com/imgres?imgurl=http://micromachine.stanford.edu/smssl/projects/Geophones/GeophoneColorSketch.jpeg&imgrefurl=http://micromachine.stanford.edu/smssl/projects/Geophones/&h=288&w=396&sz=40&tbnid=A3tBS206DhsgEM:&tbnh=90&tbnw=124&prev=/search%3Fq%3Dgeophone%26tbm%3Disch%26tbo%3Du&zoom=1&q=geophone&hl=en&usg=__w-mO0DRWgF5RtleHveY9SSHeoFY=&sa=X&ei=cnnWTcqfBsq2tge-2NSsBw&ved=0CCAQ9QEwBQ

Page 13: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

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Definitions: Common Midpoint

Page 14: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

14

Definitions: Common Midpoint

Movie

Page 15: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

15

Definitions: Common Midpoint

CMP Location 100

Page 16: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

16

Resolution: Fresnel Zone

Determines Lateral Resolution

Keary et al., 2002

Source

Wave Fronts

Ray

Target

l

l/4

Page 17: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

17

Resolution: Tuning Thickness

Determines Vertical Resolution

Keary et al., 2002

Source

Wave Fronts

Ray

Target

l

l/4

Page 18: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

18

Seismic Reflection Processing

Frequency AnalysisFilter Noise

Apply Geometry

Sort by CMPLocation

Apply Mutes to EliminateRefractions & High Frequency

Surface Waves

Use Dix’s Equation and Vrms toConvert Time to Depth

Apply NMO to FlattenHyperbolas

Migration used to move interfacesto proper horizon in time domain

and collapse diffractions

Pick Mutes

Pick Tail MutesKill Surface/Air Waves

Pick Early MutesKill Refractions

Itera

tive

Velocity Semblance toCalculate NMO and Vrms

Brute StackQuick Look

Datum StaticsAccount for Elevation Changes

Pick Refractions(First Break Picks)

{ {

Page 19: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

19

Frequency AnalysisFilter Noise

Apply Geometry

Sort by CMPLocation

Apply Mutes to EliminateRefractions & High Frequency

Surface Waves

Use Dix’s Equation and Vrms toConvert Time to Depth

Apply NMO to FlattenHyperbolas

Migration used to move interfacesto proper horizon in time domain

and collapse diffractions

Pick Mutes

Pick Tail MutesKill Surface/Air Waves

Pick Early MutesKill Refractions

Itera

tive

Velocity Semblance toCalculate NMO and Vrms

Brute StackQuick Look

Datum StaticsAccount for Elevation Changes

Pick Refractions(First Break Picks)

{ {

Seismic Reflection Processing: Geometry

Page 20: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

20

Seismic Reflection Processing: Geometry

Raw Shot Gathers – What You’ll See in the Field

We have to tell the computer where each trace is located on the ground...

TraceField File Number Channel Number

Page 21: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

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Seismic Reflection Processing: Geometry

Raw Data

Operation: ComputerStores a Location on theground for each trace

Where EachHammer Hit is onthe Ground

Where Each Channel(Geophone) is on theGround

Which FFID goes withWhich Source Location

Output File

Page 22: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

22

Seismic Reflection Processing: Geometry

Page 23: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

23

Seismic Reflection Processing: Geometry

Page 24: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

24

Seismic Reflection Processing: Geometry

Shot Gathers Post Geometry Function

Offset Geophone’s Distance From the Hammer

Page 25: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

25

Frequency AnalysisFilter Noise

Apply Geometry

Sort by CMPLocation

Apply Mutes to EliminateRefractions & High Frequency

Surface Waves

Use Dix’s Equation and Vrms toConvert Time to Depth

Apply NMO to FlattenHyperbolas

Migration used to move interfacesto proper horizon in time domain

and collapse diffractions

Pick Mutes

Pick Tail MutesKill Surface/Air Waves

Pick Early MutesKill Refractions

Itera

tive

Velocity Semblance toCalculate NMO and Vrms

Brute StackQuick Look

Datum StaticsAccount for Elevation Changes

Pick Refractions(First Break Picks)

{ {

Seismic Reflection Processing: Static Shifts

Page 26: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

26

Seismic Reflection Processing: Static Shifts

Elevation Profile

630

632

634

636

638

640

642

644

646

648

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24

Channel/Geophone Number

Ele

vati

on

Ab

ove

Mean

Sea

Level(m

)

Fault Scarp

Page 27: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

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Elevation Profile

630

632

634

636

638

640

642

644

646

648

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24

Channel/Geophone Number

Ele

vati

on

Ab

ove

Mean

Sea

Level(m

)

Shot(Hammer Strike)

Geophones

Seismic Reflection Processing: Static Shifts

Direct Arrivals (first breaks)travel along the surface

and are the first to arrive atthe Geophone

Page 28: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

28

Seismic Reflection Processing: Static Shifts

Elevation Profile

630

632

634

636

638

640

642

644

646

648

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24

Channel/Geophone Number

Ele

vati

on

Ab

ove

Mean

Sea

Level(m

)

Shot(Hammer Strike)

Geophones

Datum

Vp

velocity

distancetime =

tstatic

tstatic

Direct Arrivals (first breaks)travel along the surface

and are the first to arrive atthe Geophone

Page 29: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

29

Seismic Reflection Processing: Static Shifts

Shot Gather First Break Picks

Page 30: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

30

Seismic Reflection Processing: Static Shifts

Use First Breaks to Calculate tstatic forEach Receiver & Source

Operation: Apply tstatic (shift) to each trace

Operation: Sort Tracesby CMP Location

Create Output File

Page 31: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

31

Seismic Reflection Processing: Velocity Analysis

Frequency AnalysisFilter Noise

Apply Geometry

Sort by CMPLocation

Apply Mutes to EliminateRefractions & High Frequency

Surface Waves

Use Dix’s Equation and Vrms toConvert Time to Depth

Apply NMO to FlattenHyperbolas

Migration used to move interfacesto proper horizon in time domain

and collapse diffractions

Pick Mutes

Pick Tail MutesKill Surface/Air Waves

Pick Early MutesKill Refractions

Itera

tive

Velocity Semblance toCalculate NMO and Vrms

Brute StackQuick Look

Datum StaticsAccount for Elevation Changes

Pick Refractions(First Break Picks)

{ {

Page 32: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

32

Seismic Reflection Processing: Velocity Analysis

G2 S1

G4 S2

G6 S3

G8 S4

G10 S5

G12 S6

Common Midpoint

Path 1

Path 2

Path 3

Path 4

Path 5

Path 6

t0

Tim

e(m

s)

Offset (m)(Distance from Source toGeophone)

V1

V2V3

Path

1

Path

2

Path

3

Path

4

Path

5

Path

6

Stacking Velocity isdetermined by theamplitude height

VelocityV1 V2 V3

t0

A B

C

Kearey and Hill, 2002

Page 33: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

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Seismic Reflection Processing: Velocity Analysis

G2 S1

G4 S2

G6 S3

G8 S4

G10 S5

G12 S6

Common Midpoint

Path 1

Path 2

Path 3

Path 4

Path 5

Path 6

t0

Tim

e(m

s)

Offset (m)(Distance from Source toGeophone)

V1

V2V3

Path

1

Path

2

Path

3

Path

4

Path

5

Path

6Stacking Velocity isdetermined by theamplitude height

VelocityV1 V2 V3

t0

A B

C

Kearey and Hill, 2002

Page 34: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

34

Seismic Reflection Processing: Velocity Analysis

Flattening Hyperbolas movie

Page 35: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

35

Seismic Reflection Processing: Velocity Analysis

Page 36: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

36

Seismic Reflection Processing: Velocity Analysis

Think About the Geologic Setting:

What do we expect the seismic to look like?

What happens to the rock in the fault zone?

How does this affect the acoustic wave propagation?

How do you expect it to affect the seismic image?

Page 37: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

37

Seismic Reflection Processing: Velocity Analysis

Top: Photo mosaic of the natural trench. Bottom: Interpretation of the trench. Notethe location of two strands of the California Wash Fault(provided by Bidgoli et al., 2003).

Fault Locations

Fault LocationsChannel 12

Page 38: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

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Seismic Reflection Processing: Velocity Analysis

Key: What Speed do We Expect for Sound in this Media?

Page 39: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

39

Seismic Reflection Processing: Velocity Analysis

300 361 422 483 544 605 666 727 789 850

Stacking Velocity (m/s)

300 361 422 483 544 605 666 727 789 850

Stacking Velocity (m/s)

Note: Assumes laterally continuous Earth layers!

Page 40: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

40

Seismic Reflection Processing: Velocity Analysis

From here it’s all about clean up….

Brute Stack

Page 41: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

41

Frequency AnalysisFilter Noise

Apply Geometry

Sort by CMPLocation

Apply Mutes to EliminateRefractions & High Frequency

Surface Waves

Use Dix’s Equation and Vrms toConvert Time to Depth

Apply NMO to FlattenHyperbolas

Migration used to move interfacesto proper horizon in time domain

and collapse diffractions

Pick Mutes

Pick Tail MutesKill Surface/Air Waves

Pick Early MutesKill Refractions

Itera

tive

Velocity Semblance toCalculate NMO and Vrms

Brute StackQuick Look

Datum StaticsAccount for Elevation Changes

Pick Refractions(First Break Picks)

{ {

Seismic Reflection Processing: Frequency Analysis

Page 42: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

42

Seismic Reflection Processing: Frequency Analysis

Fourier Transform Amplitude SpectrumThe Earth is a filter,where’s the frequencycontent?

Page 43: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

43

Seismic Reflection Processing: Frequency Analysis

Page 44: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

44

Seismic Reflection Processing: Frequency Analysis

Brute Stack (Unfiltered) Stack (Filtered)

Page 45: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

45

Frequency AnalysisFilter Noise

Apply Geometry

Sort by CMPLocation

Apply Mutes to EliminateRefractions & High Frequency

Surface Waves

Use Dix’s Equation and Vrms toConvert Time to Depth

Apply NMO to FlattenHyperbolas

Migration used to move interfacesto proper horizon in time domain

and collapse diffractions

Pick Mutes

Pick Tail MutesKill Surface/Air Waves

Pick Early MutesKill Refractions

Itera

tive

Velocity Semblance toCalculate NMO and Vrms

Brute StackQuick Look

Datum StaticsAccount for Elevation Changes

Pick Refractions(First Break Picks)

{ {

Seismic Reflection Processing: Muting

Page 46: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

46

Seismic Reflection Processing: Muting

Refractions

Reflections

Surface Waves

Shot Gather Mute Everything but the

reflections

Reflections are only a smallpart of the energy

Better at long offsets

Page 47: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

47

Seismic Reflection Processing: Migration

Frequency AnalysisFilter Noise

Apply Geometry

Sort by CMPLocation

Apply Mutes to EliminateRefractions & High Frequency

Surface Waves

Use Dix’s Equation and Vrms toConvert Time to Depth

Apply NMO to FlattenHyperbolas

Migration used to move interfacesto proper horizon in time domain

and collapse diffractions

Pick Mutes

Pick Tail MutesKill Surface/Air Waves

Pick Early MutesKill Refractions

Itera

tive

Velocity Semblance toCalculate NMO and Vrms

Brute StackQuick Look

Datum StaticsAccount for Elevation Changes

Pick Refractions(First Break Picks)

{ {

Page 48: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

48

Seismic Reflection Processing: Migration

Explain Migration

Page 49: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

49

Seismic Reflection Processing: Depth Conversion

Frequency AnalysisFilter Noise

Apply Geometry

Sort by CMPLocation

Apply Mutes to EliminateRefractions & High Frequency

Surface Waves

Use Dix’s Equation and Vrms toConvert Time to Depth

Apply NMO to FlattenHyperbolas

Migration used to move interfacesto proper horizon in time domain

and collapse diffractions

Pick Mutes

Pick Tail MutesKill Surface/Air Waves

Pick Early MutesKill Refractions

Itera

tive

Velocity Semblance toCalculate NMO and Vrms

Brute StackQuick Look

Datum StaticsAccount for Elevation Changes

Pick Refractions(First Break Picks)

{ {

Page 50: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

50

Seismic Reflection Processing: Depth Conversion

Page 51: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

51

Seismic Reflection Processing: Depth Conversion

Page 52: Sandra C. Saldaña - IRIS · PDF fileSandra C. Saldaña. 2 Outline ... Seismic Reflection Processing: Migration Frequency Analysis Filter Noise Apply Geometry Sort by CMP Location

Sandra C. Saldaña

Geophysicist

[email protected]

(281) 872-2571