x (m) 1000 950 1950 depth (m) kirchhoff vs crosscorrelation migration 0.5 km 2.5 km 0.5 km 2.5 km...

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Kirchhoff vs Crosscorrelation Kirchhoff vs Crosscorrelation Migration Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Kirchhoff Mig. Crosscorr. Mig. Crosscorr. Mig.

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Page 1: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Kirchhoff vs Crosscorrelation Kirchhoff vs Crosscorrelation MigrationMigration

0.5 km

2.5 km0.5 km 2.5 km

0.5 km

2.5 km0.5 km 2.5 km

Kirchhoff Mig.Kirchhoff Mig. Crosscorr. Mig.Crosscorr. Mig.

Page 2: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Kirchhoff vs Crosscorrelation Kirchhoff vs Crosscorrelation MigrationMigration

0.5 km

2.5 km0.5 km 2.5 km

0.5 km

2.5 km0.5 km 2.5 km

Kirchhoff Mig.Kirchhoff Mig. Crosscorr. Mig.Crosscorr. Mig.

Page 3: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

VSP Images withVSP Images withStatic ErrorsStatic Errors

0.5 km

2.5 km0.5 km 2.5 km

0.5 km

2.5 km0.5 km 2.5 km

Kirchhoff Mig.Kirchhoff Mig. Crosscorr. Mig.Crosscorr. Mig.

Page 4: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

VSP Images withVSP Images withStatic ErrorsStatic Errors

0.5 km

2.5 km0.5 km 2.5 km

0.5 km

2.5 km0.5 km 2.5 km

Kirchhoff Mig.Kirchhoff Mig. Crosscorr. Mig.Crosscorr. Mig.

Page 5: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Field RVSP Images withField RVSP Images withStatic ErrorsStatic Errors

0.0 km

.9 km0.0 km .12 km 0.0 km .12 km

Kirchhoff Mig.Kirchhoff Mig. Crosscorr. Mig.Crosscorr. Mig.

Page 6: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Enhancing Illumination Coverage of VSP by Crosscorrelation Migration

Jianhua Yu

Gerard T. Schuster

University of Utah

Interferometric Imaging

Page 7: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Outline Outline

Motivation

Crosscorrelation Migration

SEG/EAGE Model

2-D RVSP Field Data

Conclusions

Page 8: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Outline Outline

Motivation

Crosscorrelation Migration

SEG/EAGE Model

2-D RVSP Field Data

Conclusions

Page 9: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Problems with VSP Imaging Problems with VSP Imaging Quality? Quality?

Limited recording apertureLimited recording aperture

Narrow illumination coverageNarrow illumination coverage

Static errors at VSP well Static errors at VSP well caused by location errorscaused by location errors

Page 10: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Solution: Xcorr Migration of Ghost ReflectionsSolution: Xcorr Migration of Ghost Reflections

Widens illumination coverage VSP CDP

Page 11: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Solution: Xcorr Migration of Ghost ReflectionsSolution: Xcorr Migration of Ghost Reflections

Widens illumination coverage VSP CDP

Eliminates Rec. Statics: No Need to Know Rec. Location

Eliminates ~ ½ of the Raypath

Page 12: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Outline Outline

Motivation

Crosscorrelation Migration

SEG/EAGE Model

2-D RVSP Field Data

Conclusions

Page 13: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Crosscorrelation MigrationCrosscorrelation Migration

m(x) = (g, m(x) = (g, ss, t + t ), t + t )

gg ssxxgxgx

Kirchhoff Migration of CrosscorelogramsKirchhoff Migration of Crosscorelograms

ss

gg

ss ggss

Page 14: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Uninteresting Part of MediumUninteresting Part of Medium

How do you remove kinematic effects of propagatingHow do you remove kinematic effects of propagatingthrough unintersting parts of medium?through unintersting parts of medium?

Page 15: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Uninteresting Part of MediumUninteresting Part of Medium

{{MMTT

Pick Direct Arrival Time T and shift allPick Direct Arrival Time T and shift allTraces by T Traces by T

MM

MM

MM

Page 16: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Uninteresting Part of MediumUninteresting Part of Medium

Pick Direct Arrival Time T and shift allPick Direct Arrival Time T and shift allTraces by T Traces by T

MM

MM

MM

Page 17: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Uninteresting Part of MediumUninteresting Part of Medium

Shifting Traces Removes Kinematic EffectsShifting Traces Removes Kinematic EffectsOf Propagating through Uninteresting Parts of MediumOf Propagating through Uninteresting Parts of Medium

MM

Page 18: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Uninteresting Part of MediumUninteresting Part of Medium

Shifting Traces Removes Kinematic EffectsShifting Traces Removes Kinematic EffectsOf Propagating through Uninteresting Parts of MediumOf Propagating through Uninteresting Parts of Medium

MM

Page 19: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Shifting Traces Removes Kinematic EffectsShifting Traces Removes Kinematic EffectsOf Propagating through Uninteresting Parts of Medium.Of Propagating through Uninteresting Parts of Medium.

..

MM

MM MM

m(x) = (g, t + t )m(x) = (g, t + t )

gxgx gg MMxxgxgx

Kirchhoff Migrate psuedo-shot gathersKirchhoff Migrate psuedo-shot gathers

gg

Source Moved to SurfaceSource Moved to Surface

Can replace time-shifted traces by crosscorrelogramsCan replace time-shifted traces by crosscorrelograms

Page 20: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Interferometric SummaryInterferometric Summary

??

Above SourceAbove SourceImagingImaging {{

Wider CoverageWider Coverage

VSPVSP

Wider, taller coverage. Eliminates Wider, taller coverage. Eliminates well statics and uninteresting parts of well statics and uninteresting parts of the medium.the medium.

Page 21: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Above SourceAbove SourceImagingImaging {{

Wider CoverageWider Coverage

VSPVSP

Interferometric SummaryInterferometric SummaryWider, taller coverage. Eliminates Wider, taller coverage. Eliminates well statics and uninteresting parts of well statics and uninteresting parts of the medium.the medium.

MM MM

m(x) = (g, t + t )m(x) = (g, t + t )

gxgx gg MMxxgxgx

Kirchhoff Migrate psuedo-shot gathersKirchhoff Migrate psuedo-shot gathers

Page 22: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Outline Outline

Motivation

Crosscorrelation Migration

SEG/EAGE Model

2-D RVSP Field Data

Conclusions

Page 23: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Well

2

0D

epth

(k

m)

0 3X (km)

SEG/EAGE Model

256 Sources

V = 1.5 - 3.0 km/s

Page 24: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Well

2

0D

epth

(k

m)

0 3X (km)

Receiver interval: 10 m

Receiver depth range: 0.1 -1 km

Receiver number: 91

Sample interval: 1 ms

Recording length: 3 s

Well location: (1.5 km, 0 km)

Source interval: 10 m

Source number: 256

Acquisition Parameters:

1 km

Page 25: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Tim

e (s

)

3

00.2 0.9Depth (km)

CSG 160

Page 26: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Tim

e (s

)

3

00.2 0.9Depth (km)

Ghosts (CSG 160)

Page 27: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Tim

e (s

)

3

00 2.4X (km) 1.4 2.4X (km)

Xcross 60CRG 60

Page 28: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

2.0

0.5

Dep

th (

km

)

0.5 2.5X (km)

Kirchh Mig (45) Xcorr Mig (45) Xcorr. Mig(15’)

2.52.5 0.5 0.5

Page 29: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Sta

tic

erro

rs (

ms)

-50

500 900Well Depth (m)

Raw Data

Static Errors at Well

Page 30: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

2.0

0.5

Dep

th (

km

)

0.5

Kirchhoff MigrationStatic Error: 0

X (km)

Static Error: 25 ms

2.5

Static Error: 50ms

2.52.5 0.5 0.5

Page 31: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

2.0

0.5

Dep

th (

km

)

0.5

Crosscorrelation MigrationStatic Error: 0

X (km)

Static Error: 25ms

2.5

Static Error: 50 ms

2.52.5 0.5 0.5

Page 32: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Velocity ModelVelocity Model Primary vs Multiple ImagePrimary vs Multiple Image

00

111100 1616 00 1616X (km)X (km) X (km)X (km)

Dep

th (k

m)

Dep

th (k

m)

Page 33: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Contents Contents

Motivation

Crosscorrelation Imaging Condition

SEG/EAGE Model

2-D RVSP Field Data

Conclusions

Page 34: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Tim

e (s

)

0.3

030 900Depth (ft)

Raw Data(CRG15)

Page 35: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Tim

e (s

)

0.3

030 900Depth (ft)

Ghosts

Page 36: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

5 24Trace No.

Tim

e (s

)

1.2

0.2 xcorr data (muted)

Tim

e (s

)

1.4

0.55 24Trace No.

Field Data (CSG 25)

Raw data (muted)

Master trace Master trace

Page 37: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Dep

th (

ft)

1300

2000 400X (ft) 0 400X (ft)

Standard mig Xcorr. mig

Page 38: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Dep

th (

ft)

1100

0

Standard Well data Xcorr.

Exxon Data

Page 39: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Outline Outline

Motivation

Crosscorrelation Migration

SEG/EAGE Model

2-D RVSP Field Data

Conclusions

Page 40: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Crosscorrelogram Migration Conclusions Crosscorrelogram Migration Conclusions

Eliminate the static errors in the well

No need to know source (RVSP) or receiver location (VSP)

Half sensitivity to velocity migration errors than mult. migration by “mirrors”.

Increased illumination coverage in the VSP image. VSP ->CDP

Page 41: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Conclusions Conclusions Loss of some lateral resolution?

Be careful about virtual multiple

Xcorr

Narrow Angle

Kirchhoff

Wide Angle

vs

Ghost is weaker than primaryExtra summation compared to KM

Page 42: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

AcknowledgmentsAcknowledgments

UTAM sponsorsUTAM sponsors

Exxon for 2-D field dataExxon for 2-D field data

J. Claerbout + J. RickettJ. Claerbout + J. Rickett

II evolved from daylight II evolved from daylight imagingimaging

Page 43: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Dep

th (

ft)

1300

2000 400X (ft) 0 400X (ft)

Standard mig Xcorr. mig

Page 44: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Geological ModelGeological Model0 4

0

3

Dep

th(k

m)

X(km)

(2001)(2001)

Page 45: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Migration Result Using Crosscorrelation ImagingMigration Result Using Crosscorrelation Imaging

1.6

0

2.2

Tim

e (s

)

2.1X (km)

Too simple?

Widen illumination?

If there are static errors in well?

Page 46: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Why Use Crosscorrelation Why Use Crosscorrelation Migration?Migration?

Widen the illumination coverage in the VSP image

VSP geometryEquivalent surface geometry

Xcorr

Page 47: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Seismic Ghost ReflectionSeismic Ghost Reflection

DirectDirect

GhostGhost

??Find R(x,z) but not know source locationFind R(x,z) but not know source location

Page 48: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

DirectDirect

GhostGhost

1 2DirectDirect xx

DirectDirectxx

MasterMasterSeismic Ghost ReflectionSeismic Ghost ReflectionSeismic Interferogram: Correlate TracesSeismic Interferogram: Correlate Traces

t}

MM

m(x) = (g, t + t )m(x) = (g, t + t )

gxgx gg MMxxgxgxMM

Kirchhoff Migrate psuedo-shot gathersKirchhoff Migrate psuedo-shot gathers

GhostGhost Direct Direct has kinematics of primary reflectionhas kinematics of primary reflectionxx

MM

Page 49: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

WellWell

SourceSource

ReceiverReceiver

Primary

Direct Wave

Ghost

RVSP

Page 50: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

x

g

s xg

xg ' sg

'sg

Ghost Reflection Imaging ConditionGhost Reflection Imaging Condition:

'g

xgxgsg

''

sg

'sg

Page 51: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

x

g

s xg

xg ' sg

'sg

After Crosscorrelation of Two Traces at After Crosscorrelation of Two Traces at Locations g & g’Locations g & g’

'g

xgxgsg

''

sg

'sg

'sg

Page 52: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

x

g

s xg

xg '

After Crosscorrelation of Two Traces at After Crosscorrelation of Two Traces at Locations g & g’Locations g & g’

'g

xgxg

'

sg

'sg

Page 53: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

x

g

s

After Crosscorrelation of Two Traces at After Crosscorrelation of Two Traces at Locations g & g’Locations g & g’

'g

xg

xg '

xgxg

'

sg

'sg

Page 54: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Recall Green’s TheoremRecall Green’s TheoremEvery Surface Point = Source PointEvery Surface Point = Source Point

Page 55: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

xgxgsgg

''''

Why is there insensitivity to static errors in the well?

ssgsg

'''

xgxgxcorrg

''

s

g’ g

xStatic errors

''sg

xgxgsgg

''''

Page 56: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Crosscorrelogram MigrationCrosscorrelogram Migration

''')( )()( dgdgxgxgggDCorr xm

Migrated ImageMigrated Image

Crosscorrelograms

Crosscorrelation Crosscorrelation Imaging ConditionImaging Condition

Page 57: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Dep

th (

ft)

1100

0

Well data Xcorr. Migration

Field Data

Page 58: X (m) 1000 950 1950 Depth (m) Kirchhoff vs Crosscorrelation Migration 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km 0.5 km 2.5 km Kirchhoff Mig. Crosscorr

Dep

th (

ft)

1100

0

Well data Standard Migration

Exxon Data