SlideShare a Scribd company logo
H036 INTERNAL MULTIPLE ATTENUATIO N
F.V. ARAUJO', A.B. WEGLEIN2, P.M . CARVALH03 and R.H. STOLT`
' Bahia University, Brazil
2 Schlumberger Cambridge Research, Madingley Road, Cambridge CB3 OEL, UK
3 Petrobras ' Conoco Inc .
In this paper we present a multidimensional method for attenuating internat multiples that derives from
an inverse scattering se ries. The method doesn't depend on periodicity or differential moveout, nor does it
require a model for the multiple generating re flectors.
The inverse scattering series approach to medium property determination is a direct multidimensional seismic
inversion method and can be written for acoustic , elastic anisotropic and anelastic media. Its usefulness as
an inversion tool is limited by the fact that it only converges for very small contrasts in medium properties .
However, a physical interpretation is given to the terras of the series that allows a separation into subseries
that perform different tasks in the inversion process: a) surface multiple attenuation ; b) internal multiple
attenuation ; and c) spatial location of reflectors and parameter estimation. In contrast to the original
inversion series the two subseries for surface and internat multiple attenuation always converge . The idea
appears in Weglein and Stolt (1993) and the subseries for suppressing surface multiplee is developed and
described in Carvalho , Weglein and Stolt ( 1992).
The construction of the inversion series (Moses ( 1956), Prosser ( 1969), Razavy (1975)) for the scattering
potential (or model perturbation ), V, can be written as
V =Vl+V2+V3-+ . . .
where Vi is ith order in the data, Dl,
D1 = GoV1Go .
Go is the homogeneous free space Green 's function. The higher order terms are found in a recursive way
V2 = -V1GoV1
V3 = -V1GoV1GoV1 - V1GoV2 - V2GoV1 .
A multiple attenuated data, D , can be written in terms of V as follows :
D = GoVGo
= D1+D2 + D3+ . . .
where
Di =GoVGo .
In this paper, we present a subseries of the inversion series for V that performs internal multiple attenuation .
The internal multiple attenuating subseries is constructed from the pieces of the odd terms associated with
removing multiple reflections. All the even terms and pieces of the odd terms that represent the removal of
refractions are not included . The method is multidimensional, convergent, and always attenuates internal
multiples . For realistic earth contrasts, the multiples are essentially eliminated . In the examples, a plane
wave is normal incident on a 1D acoustic medium and the data, D1i is the reflection response .
The data and the data after multiple attenuation are shown for two models . The primaries are labeled P
and the multiplee M . The method is effective in the presence of interferring primary and multiple events
(example 2).
EAEG - 56th Meeting and Technical Exhibition - Vienna, Austria, 6 - 10 June 1994
Acknowledgement s
The authors would like to express their appreciation to UFBA, Petrobrás, CNPq, Schlumberger Cambridge
Research, ARCO and Conoco for supporting various portions of this research project .
References
Weglein, A .B . and Stolt, R.H., 1993, I. The wave physics of downward continuation, wavelet estimation, and
volume and surface scattering. II. Approaches to linear and non-linear migration-inversion, in "Mathematical
frontiers in reflection seismology", Ed . W.W. Symes, SIAM/SEG .
Carvalho, P.M., Weglein, A .B ., and Stolt, R .H., 1992, Non-linear inverse scattering for multiple suppression :
application to real data, Part I, SEG Expanded Abstracts, 1093-1095 .
Moses, H.E., 1956, Calculation of scattering potential from reflection coefficients, Phys . Rev., 102, 559-567 .
Prosser, R.T., 1969, Formal solutions of inverse scattering problems, J . Math. Phys., 10, 1819-1822.
Razavy, M ., 1975, Determination of the wave velocity in an inhomogeneous medium from reflection data, J .
Acoustic Soc . Am., 58, 956-963.
0 .08-7
~~ Íhl Í~~Ilh
.
i~ ~ l
50
p
m
0 .00
0. 4 -
7 U ~! J1MI' o
m
0.12 -
111 "Ij UIIIJBIJIJIJ
Om -------------------
2 km/s
60 m
0.16 --
0 .24 --
Fig.1 Multiple attenuation for two layer model .
0.00
I
50
0.00
1
JWIIII1WWIII0 .08-
0 .12 --
0 .16 --
14 Om
200m
4 km/ s
6 km/ s
4 km/ s
1,0
-p
Om -------------------
2 km/ s
40m
0 .24 ---{
132m
17 6m
4 .6 km/ s
2 .2 km/ s
2 .3 km/ s
Fig.2 Multiple attenuation for model with interferring primary and multiple events .

More Related Content

Similar to Araujo etal-1994b

Inverse scattering series for multiple attenuation: An example with surface a...
Inverse scattering series for multiple attenuation: An example with surface a...Inverse scattering series for multiple attenuation: An example with surface a...
Inverse scattering series for multiple attenuation: An example with surface a...
Arthur Weglein
 
Inverse scattering series for multiple attenuation: An example with surface a...
Inverse scattering series for multiple attenuation: An example with surface a...Inverse scattering series for multiple attenuation: An example with surface a...
Inverse scattering series for multiple attenuation: An example with surface a...
Arthur Weglein
 
SRM D3.2 Geostatistics Summarymdw-edited.pdf
SRM D3.2 Geostatistics Summarymdw-edited.pdfSRM D3.2 Geostatistics Summarymdw-edited.pdf
SRM D3.2 Geostatistics Summarymdw-edited.pdf
Ekene6
 
Employing heisenberg’s turbulent spectral transfer theory to
Employing heisenberg’s turbulent spectral transfer theory toEmploying heisenberg’s turbulent spectral transfer theory to
Employing heisenberg’s turbulent spectral transfer theory toDafmet Ufpel
 
1.1444077
1.14440771.1444077
1.1444077
dwiayukarlina
 
Ravasi_etal_EAGE2014
Ravasi_etal_EAGE2014Ravasi_etal_EAGE2014
Ravasi_etal_EAGE2014Matteo Ravasi
 
Grid Free Lagrangian Blobs Vortex Method With Brinkman Layer Domain Embedding...
Grid Free Lagrangian Blobs Vortex Method With Brinkman Layer Domain Embedding...Grid Free Lagrangian Blobs Vortex Method With Brinkman Layer Domain Embedding...
Grid Free Lagrangian Blobs Vortex Method With Brinkman Layer Domain Embedding...
CSCJournals
 
acoustic blanket article
acoustic blanket articleacoustic blanket article
acoustic blanket articleJohn V. Young
 
Ayadi weglein-2013
Ayadi weglein-2013Ayadi weglein-2013
Ayadi weglein-2013
Arthur Weglein
 
PPTv2 (3).pptx
PPTv2 (3).pptxPPTv2 (3).pptx
PPTv2 (3).pptx
ArchitaGogoi2
 
Wavelet estimation for a multidimensional acoustic or elastic earth
Wavelet estimation for a multidimensional acoustic or elastic earthWavelet estimation for a multidimensional acoustic or elastic earth
Wavelet estimation for a multidimensional acoustic or elastic earth
Arthur Weglein
 
Wavelet estimation for a multidimensional acoustic or elastic earth- Arthur W...
Wavelet estimation for a multidimensional acoustic or elastic earth- Arthur W...Wavelet estimation for a multidimensional acoustic or elastic earth- Arthur W...
Wavelet estimation for a multidimensional acoustic or elastic earth- Arthur W...
Arthur Weglein
 
Uncertainty quantification of groundwater contamination
Uncertainty quantification of groundwater contaminationUncertainty quantification of groundwater contamination
Uncertainty quantification of groundwater contamination
Alexander Litvinenko
 
Lateral resolution and lithological interpretation of surface wave profi ling
Lateral resolution and lithological interpretation of surface wave profi lingLateral resolution and lithological interpretation of surface wave profi ling
Lateral resolution and lithological interpretation of surface wave profi ling
Adam O'Neill
 
Accuracy of the internal multiple prediction when a time-saving method based ...
Accuracy of the internal multiple prediction when a time-saving method based ...Accuracy of the internal multiple prediction when a time-saving method based ...
Accuracy of the internal multiple prediction when a time-saving method based ...
Arthur Weglein
 
Foolproof AvO
Foolproof AvOFoolproof AvO
Foolproof AvO
Headwave, Inc
 
Reference velocity sensitivity for the marine internal multiple attenuation a...
Reference velocity sensitivity for the marine internal multiple attenuation a...Reference velocity sensitivity for the marine internal multiple attenuation a...
Reference velocity sensitivity for the marine internal multiple attenuation a...
Arthur Weglein
 
The Fractal Geometry of Faults and Faulting
The Fractal Geometry of Faults and FaultingThe Fractal Geometry of Faults and Faulting
The Fractal Geometry of Faults and Faulting
Ali Osman Öncel
 

Similar to Araujo etal-1994b (20)

Inverse scattering series for multiple attenuation: An example with surface a...
Inverse scattering series for multiple attenuation: An example with surface a...Inverse scattering series for multiple attenuation: An example with surface a...
Inverse scattering series for multiple attenuation: An example with surface a...
 
Inverse scattering series for multiple attenuation: An example with surface a...
Inverse scattering series for multiple attenuation: An example with surface a...Inverse scattering series for multiple attenuation: An example with surface a...
Inverse scattering series for multiple attenuation: An example with surface a...
 
SRM D3.2 Geostatistics Summarymdw-edited.pdf
SRM D3.2 Geostatistics Summarymdw-edited.pdfSRM D3.2 Geostatistics Summarymdw-edited.pdf
SRM D3.2 Geostatistics Summarymdw-edited.pdf
 
Employing heisenberg’s turbulent spectral transfer theory to
Employing heisenberg’s turbulent spectral transfer theory toEmploying heisenberg’s turbulent spectral transfer theory to
Employing heisenberg’s turbulent spectral transfer theory to
 
ThesisFinal2
ThesisFinal2ThesisFinal2
ThesisFinal2
 
1.1444077
1.14440771.1444077
1.1444077
 
Ravasi_etal_EAGE2014
Ravasi_etal_EAGE2014Ravasi_etal_EAGE2014
Ravasi_etal_EAGE2014
 
Grid Free Lagrangian Blobs Vortex Method With Brinkman Layer Domain Embedding...
Grid Free Lagrangian Blobs Vortex Method With Brinkman Layer Domain Embedding...Grid Free Lagrangian Blobs Vortex Method With Brinkman Layer Domain Embedding...
Grid Free Lagrangian Blobs Vortex Method With Brinkman Layer Domain Embedding...
 
acoustic blanket article
acoustic blanket articleacoustic blanket article
acoustic blanket article
 
Ayadi weglein-2013
Ayadi weglein-2013Ayadi weglein-2013
Ayadi weglein-2013
 
PPTv2 (3).pptx
PPTv2 (3).pptxPPTv2 (3).pptx
PPTv2 (3).pptx
 
2016 Poster
2016 Poster2016 Poster
2016 Poster
 
Wavelet estimation for a multidimensional acoustic or elastic earth
Wavelet estimation for a multidimensional acoustic or elastic earthWavelet estimation for a multidimensional acoustic or elastic earth
Wavelet estimation for a multidimensional acoustic or elastic earth
 
Wavelet estimation for a multidimensional acoustic or elastic earth- Arthur W...
Wavelet estimation for a multidimensional acoustic or elastic earth- Arthur W...Wavelet estimation for a multidimensional acoustic or elastic earth- Arthur W...
Wavelet estimation for a multidimensional acoustic or elastic earth- Arthur W...
 
Uncertainty quantification of groundwater contamination
Uncertainty quantification of groundwater contaminationUncertainty quantification of groundwater contamination
Uncertainty quantification of groundwater contamination
 
Lateral resolution and lithological interpretation of surface wave profi ling
Lateral resolution and lithological interpretation of surface wave profi lingLateral resolution and lithological interpretation of surface wave profi ling
Lateral resolution and lithological interpretation of surface wave profi ling
 
Accuracy of the internal multiple prediction when a time-saving method based ...
Accuracy of the internal multiple prediction when a time-saving method based ...Accuracy of the internal multiple prediction when a time-saving method based ...
Accuracy of the internal multiple prediction when a time-saving method based ...
 
Foolproof AvO
Foolproof AvOFoolproof AvO
Foolproof AvO
 
Reference velocity sensitivity for the marine internal multiple attenuation a...
Reference velocity sensitivity for the marine internal multiple attenuation a...Reference velocity sensitivity for the marine internal multiple attenuation a...
Reference velocity sensitivity for the marine internal multiple attenuation a...
 
The Fractal Geometry of Faults and Faulting
The Fractal Geometry of Faults and FaultingThe Fractal Geometry of Faults and Faulting
The Fractal Geometry of Faults and Faulting
 

More from Arthur Weglein

A new OSRP business model
A new OSRP business modelA new OSRP business model
A new OSRP business model
Arthur Weglein
 
Arthur weglein
Arthur wegleinArthur weglein
Arthur weglein
Arthur Weglein
 
The inverse scattering series for tasks associated with primaries: direct non...
The inverse scattering series for tasks associated with primaries: direct non...The inverse scattering series for tasks associated with primaries: direct non...
The inverse scattering series for tasks associated with primaries: direct non...
Arthur Weglein
 
Coates weglein-1996
Coates weglein-1996Coates weglein-1996
Coates weglein-1996
Arthur Weglein
 
Fu etal-2010
Fu etal-2010Fu etal-2010
Fu etal-2010
Arthur Weglein
 
Antidote final tle32101192%2 e1
Antidote final tle32101192%2 e1Antidote final tle32101192%2 e1
Antidote final tle32101192%2 e1
Arthur Weglein
 
An Extension of Linear Inverse Scattering Methods for Absorptive Media to the...
An Extension of Linear Inverse Scattering Methods for Absorptive Media to the...An Extension of Linear Inverse Scattering Methods for Absorptive Media to the...
An Extension of Linear Inverse Scattering Methods for Absorptive Media to the...
Arthur Weglein
 
Robustnesosf a New Source-Signature Estimation Method Under Realistic Data Co...
Robustnesosf a New Source-Signature Estimation Method Under Realistic Data Co...Robustnesosf a New Source-Signature Estimation Method Under Realistic Data Co...
Robustnesosf a New Source-Signature Estimation Method Under Realistic Data Co...
Arthur Weglein
 
Chang etal 2012a
Chang etal 2012aChang etal 2012a
Chang etal 2012a
Arthur Weglein
 
Reverse Time Migration and Green's Theorem- Professor. Arthur B. Weglein
Reverse Time Migration and Green's Theorem- Professor. Arthur B. WegleinReverse Time Migration and Green's Theorem- Professor. Arthur B. Weglein
Reverse Time Migration and Green's Theorem- Professor. Arthur B. Weglein
Arthur Weglein
 
Green's Theorem Deghostin Algorthm- Dr. Arthur B. Weglein
Green's Theorem Deghostin Algorthm- Dr. Arthur B. WegleinGreen's Theorem Deghostin Algorthm- Dr. Arthur B. Weglein
Green's Theorem Deghostin Algorthm- Dr. Arthur B. Weglein
Arthur Weglein
 
New Green's Theorem- Dr. Arthur Weglein
New Green's Theorem- Dr. Arthur WegleinNew Green's Theorem- Dr. Arthur Weglein
New Green's Theorem- Dr. Arthur Weglein
Arthur Weglein
 
The Inverse Source Problem in The Presence of External Sources- Dr. Arthur B....
The Inverse Source Problem in The Presence of External Sources- Dr. Arthur B....The Inverse Source Problem in The Presence of External Sources- Dr. Arthur B....
The Inverse Source Problem in The Presence of External Sources- Dr. Arthur B....
Arthur Weglein
 
Errata- Professor Arthur B. Weglein
Errata- Professor Arthur B. WegleinErrata- Professor Arthur B. Weglein
Errata- Professor Arthur B. Weglein
Arthur Weglein
 
Direct non-linear inversion of multi-parameter 1D elastic media using the inv...
Direct non-linear inversion of multi-parameter 1D elastic media using the inv...Direct non-linear inversion of multi-parameter 1D elastic media using the inv...
Direct non-linear inversion of multi-parameter 1D elastic media using the inv...
Arthur Weglein
 
Linear inversion of absorptive/dispersive wave field measurements: theory and...
Linear inversion of absorptive/dispersive wave field measurements: theory and...Linear inversion of absorptive/dispersive wave field measurements: theory and...
Linear inversion of absorptive/dispersive wave field measurements: theory and...
Arthur Weglein
 
Initial study and implementation of the convolutional Perfectly Matched Layer...
Initial study and implementation of the convolutional Perfectly Matched Layer...Initial study and implementation of the convolutional Perfectly Matched Layer...
Initial study and implementation of the convolutional Perfectly Matched Layer...
Arthur Weglein
 
The internal-multiple elimination algorithm for all first-order internal mult...
The internal-multiple elimination algorithm for all first-order internal mult...The internal-multiple elimination algorithm for all first-order internal mult...
The internal-multiple elimination algorithm for all first-order internal mult...
Arthur Weglein
 

More from Arthur Weglein (20)

A new OSRP business model
A new OSRP business modelA new OSRP business model
A new OSRP business model
 
Arthur weglein
Arthur wegleinArthur weglein
Arthur weglein
 
The inverse scattering series for tasks associated with primaries: direct non...
The inverse scattering series for tasks associated with primaries: direct non...The inverse scattering series for tasks associated with primaries: direct non...
The inverse scattering series for tasks associated with primaries: direct non...
 
Coates weglein-1996
Coates weglein-1996Coates weglein-1996
Coates weglein-1996
 
Fu etal-2010
Fu etal-2010Fu etal-2010
Fu etal-2010
 
Antidote final tle32101192%2 e1
Antidote final tle32101192%2 e1Antidote final tle32101192%2 e1
Antidote final tle32101192%2 e1
 
An Extension of Linear Inverse Scattering Methods for Absorptive Media to the...
An Extension of Linear Inverse Scattering Methods for Absorptive Media to the...An Extension of Linear Inverse Scattering Methods for Absorptive Media to the...
An Extension of Linear Inverse Scattering Methods for Absorptive Media to the...
 
Hsu etal-2009
Hsu etal-2009Hsu etal-2009
Hsu etal-2009
 
Robustnesosf a New Source-Signature Estimation Method Under Realistic Data Co...
Robustnesosf a New Source-Signature Estimation Method Under Realistic Data Co...Robustnesosf a New Source-Signature Estimation Method Under Realistic Data Co...
Robustnesosf a New Source-Signature Estimation Method Under Realistic Data Co...
 
Chang etal 2012a
Chang etal 2012aChang etal 2012a
Chang etal 2012a
 
Reverse Time Migration and Green's Theorem- Professor. Arthur B. Weglein
Reverse Time Migration and Green's Theorem- Professor. Arthur B. WegleinReverse Time Migration and Green's Theorem- Professor. Arthur B. Weglein
Reverse Time Migration and Green's Theorem- Professor. Arthur B. Weglein
 
Green's Theorem Deghostin Algorthm- Dr. Arthur B. Weglein
Green's Theorem Deghostin Algorthm- Dr. Arthur B. WegleinGreen's Theorem Deghostin Algorthm- Dr. Arthur B. Weglein
Green's Theorem Deghostin Algorthm- Dr. Arthur B. Weglein
 
New Green's Theorem- Dr. Arthur Weglein
New Green's Theorem- Dr. Arthur WegleinNew Green's Theorem- Dr. Arthur Weglein
New Green's Theorem- Dr. Arthur Weglein
 
The Inverse Source Problem in The Presence of External Sources- Dr. Arthur B....
The Inverse Source Problem in The Presence of External Sources- Dr. Arthur B....The Inverse Source Problem in The Presence of External Sources- Dr. Arthur B....
The Inverse Source Problem in The Presence of External Sources- Dr. Arthur B....
 
Errata- Professor Arthur B. Weglein
Errata- Professor Arthur B. WegleinErrata- Professor Arthur B. Weglein
Errata- Professor Arthur B. Weglein
 
Direct non-linear inversion of multi-parameter 1D elastic media using the inv...
Direct non-linear inversion of multi-parameter 1D elastic media using the inv...Direct non-linear inversion of multi-parameter 1D elastic media using the inv...
Direct non-linear inversion of multi-parameter 1D elastic media using the inv...
 
Linear inversion of absorptive/dispersive wave field measurements: theory and...
Linear inversion of absorptive/dispersive wave field measurements: theory and...Linear inversion of absorptive/dispersive wave field measurements: theory and...
Linear inversion of absorptive/dispersive wave field measurements: theory and...
 
Initial study and implementation of the convolutional Perfectly Matched Layer...
Initial study and implementation of the convolutional Perfectly Matched Layer...Initial study and implementation of the convolutional Perfectly Matched Layer...
Initial study and implementation of the convolutional Perfectly Matched Layer...
 
Zhang weglein-2008
Zhang weglein-2008Zhang weglein-2008
Zhang weglein-2008
 
The internal-multiple elimination algorithm for all first-order internal mult...
The internal-multiple elimination algorithm for all first-order internal mult...The internal-multiple elimination algorithm for all first-order internal mult...
The internal-multiple elimination algorithm for all first-order internal mult...
 

Recently uploaded

Hemoglobin metabolism_pathophysiology.pptx
Hemoglobin metabolism_pathophysiology.pptxHemoglobin metabolism_pathophysiology.pptx
Hemoglobin metabolism_pathophysiology.pptx
muralinath2
 
erythropoiesis-I_mechanism& clinical significance.pptx
erythropoiesis-I_mechanism& clinical significance.pptxerythropoiesis-I_mechanism& clinical significance.pptx
erythropoiesis-I_mechanism& clinical significance.pptx
muralinath2
 
Predicting property prices with machine learning algorithms.pdf
Predicting property prices with machine learning algorithms.pdfPredicting property prices with machine learning algorithms.pdf
Predicting property prices with machine learning algorithms.pdf
binhminhvu04
 
Nutraceutical market, scope and growth: Herbal drug technology
Nutraceutical market, scope and growth: Herbal drug technologyNutraceutical market, scope and growth: Herbal drug technology
Nutraceutical market, scope and growth: Herbal drug technology
Lokesh Patil
 
Viksit bharat till 2047 India@2047.pptx
Viksit bharat till 2047  India@2047.pptxViksit bharat till 2047  India@2047.pptx
Viksit bharat till 2047 India@2047.pptx
rakeshsharma20142015
 
platelets- lifespan -Clot retraction-disorders.pptx
platelets- lifespan -Clot retraction-disorders.pptxplatelets- lifespan -Clot retraction-disorders.pptx
platelets- lifespan -Clot retraction-disorders.pptx
muralinath2
 
platelets_clotting_biogenesis.clot retractionpptx
platelets_clotting_biogenesis.clot retractionpptxplatelets_clotting_biogenesis.clot retractionpptx
platelets_clotting_biogenesis.clot retractionpptx
muralinath2
 
EY - Supply Chain Services 2018_template.pptx
EY - Supply Chain Services 2018_template.pptxEY - Supply Chain Services 2018_template.pptx
EY - Supply Chain Services 2018_template.pptx
AlguinaldoKong
 
Cancer cell metabolism: special Reference to Lactate Pathway
Cancer cell metabolism: special Reference to Lactate PathwayCancer cell metabolism: special Reference to Lactate Pathway
Cancer cell metabolism: special Reference to Lactate Pathway
AADYARAJPANDEY1
 
justice-and-fairness-ethics with example
justice-and-fairness-ethics with examplejustice-and-fairness-ethics with example
justice-and-fairness-ethics with example
azzyixes
 
Hemostasis_importance& clinical significance.pptx
Hemostasis_importance& clinical significance.pptxHemostasis_importance& clinical significance.pptx
Hemostasis_importance& clinical significance.pptx
muralinath2
 
insect morphology and physiology of insect
insect morphology and physiology of insectinsect morphology and physiology of insect
insect morphology and physiology of insect
anitaento25
 
Structural Classification Of Protein (SCOP)
Structural Classification Of Protein  (SCOP)Structural Classification Of Protein  (SCOP)
Structural Classification Of Protein (SCOP)
aishnasrivastava
 
FAIR & AI Ready KGs for Explainable Predictions
FAIR & AI Ready KGs for Explainable PredictionsFAIR & AI Ready KGs for Explainable Predictions
FAIR & AI Ready KGs for Explainable Predictions
Michel Dumontier
 
Comparative structure of adrenal gland in vertebrates
Comparative structure of adrenal gland in vertebratesComparative structure of adrenal gland in vertebrates
Comparative structure of adrenal gland in vertebrates
sachin783648
 
Richard's entangled aventures in wonderland
Richard's entangled aventures in wonderlandRichard's entangled aventures in wonderland
Richard's entangled aventures in wonderland
Richard Gill
 
ESR_factors_affect-clinic significance-Pathysiology.pptx
ESR_factors_affect-clinic significance-Pathysiology.pptxESR_factors_affect-clinic significance-Pathysiology.pptx
ESR_factors_affect-clinic significance-Pathysiology.pptx
muralinath2
 
Seminar of U.V. Spectroscopy by SAMIR PANDA
 Seminar of U.V. Spectroscopy by SAMIR PANDA Seminar of U.V. Spectroscopy by SAMIR PANDA
Seminar of U.V. Spectroscopy by SAMIR PANDA
SAMIR PANDA
 
In silico drugs analogue design: novobiocin analogues.pptx
In silico drugs analogue design: novobiocin analogues.pptxIn silico drugs analogue design: novobiocin analogues.pptx
In silico drugs analogue design: novobiocin analogues.pptx
AlaminAfendy1
 
RNA INTERFERENCE: UNRAVELING GENETIC SILENCING
RNA INTERFERENCE: UNRAVELING GENETIC SILENCINGRNA INTERFERENCE: UNRAVELING GENETIC SILENCING
RNA INTERFERENCE: UNRAVELING GENETIC SILENCING
AADYARAJPANDEY1
 

Recently uploaded (20)

Hemoglobin metabolism_pathophysiology.pptx
Hemoglobin metabolism_pathophysiology.pptxHemoglobin metabolism_pathophysiology.pptx
Hemoglobin metabolism_pathophysiology.pptx
 
erythropoiesis-I_mechanism& clinical significance.pptx
erythropoiesis-I_mechanism& clinical significance.pptxerythropoiesis-I_mechanism& clinical significance.pptx
erythropoiesis-I_mechanism& clinical significance.pptx
 
Predicting property prices with machine learning algorithms.pdf
Predicting property prices with machine learning algorithms.pdfPredicting property prices with machine learning algorithms.pdf
Predicting property prices with machine learning algorithms.pdf
 
Nutraceutical market, scope and growth: Herbal drug technology
Nutraceutical market, scope and growth: Herbal drug technologyNutraceutical market, scope and growth: Herbal drug technology
Nutraceutical market, scope and growth: Herbal drug technology
 
Viksit bharat till 2047 India@2047.pptx
Viksit bharat till 2047  India@2047.pptxViksit bharat till 2047  India@2047.pptx
Viksit bharat till 2047 India@2047.pptx
 
platelets- lifespan -Clot retraction-disorders.pptx
platelets- lifespan -Clot retraction-disorders.pptxplatelets- lifespan -Clot retraction-disorders.pptx
platelets- lifespan -Clot retraction-disorders.pptx
 
platelets_clotting_biogenesis.clot retractionpptx
platelets_clotting_biogenesis.clot retractionpptxplatelets_clotting_biogenesis.clot retractionpptx
platelets_clotting_biogenesis.clot retractionpptx
 
EY - Supply Chain Services 2018_template.pptx
EY - Supply Chain Services 2018_template.pptxEY - Supply Chain Services 2018_template.pptx
EY - Supply Chain Services 2018_template.pptx
 
Cancer cell metabolism: special Reference to Lactate Pathway
Cancer cell metabolism: special Reference to Lactate PathwayCancer cell metabolism: special Reference to Lactate Pathway
Cancer cell metabolism: special Reference to Lactate Pathway
 
justice-and-fairness-ethics with example
justice-and-fairness-ethics with examplejustice-and-fairness-ethics with example
justice-and-fairness-ethics with example
 
Hemostasis_importance& clinical significance.pptx
Hemostasis_importance& clinical significance.pptxHemostasis_importance& clinical significance.pptx
Hemostasis_importance& clinical significance.pptx
 
insect morphology and physiology of insect
insect morphology and physiology of insectinsect morphology and physiology of insect
insect morphology and physiology of insect
 
Structural Classification Of Protein (SCOP)
Structural Classification Of Protein  (SCOP)Structural Classification Of Protein  (SCOP)
Structural Classification Of Protein (SCOP)
 
FAIR & AI Ready KGs for Explainable Predictions
FAIR & AI Ready KGs for Explainable PredictionsFAIR & AI Ready KGs for Explainable Predictions
FAIR & AI Ready KGs for Explainable Predictions
 
Comparative structure of adrenal gland in vertebrates
Comparative structure of adrenal gland in vertebratesComparative structure of adrenal gland in vertebrates
Comparative structure of adrenal gland in vertebrates
 
Richard's entangled aventures in wonderland
Richard's entangled aventures in wonderlandRichard's entangled aventures in wonderland
Richard's entangled aventures in wonderland
 
ESR_factors_affect-clinic significance-Pathysiology.pptx
ESR_factors_affect-clinic significance-Pathysiology.pptxESR_factors_affect-clinic significance-Pathysiology.pptx
ESR_factors_affect-clinic significance-Pathysiology.pptx
 
Seminar of U.V. Spectroscopy by SAMIR PANDA
 Seminar of U.V. Spectroscopy by SAMIR PANDA Seminar of U.V. Spectroscopy by SAMIR PANDA
Seminar of U.V. Spectroscopy by SAMIR PANDA
 
In silico drugs analogue design: novobiocin analogues.pptx
In silico drugs analogue design: novobiocin analogues.pptxIn silico drugs analogue design: novobiocin analogues.pptx
In silico drugs analogue design: novobiocin analogues.pptx
 
RNA INTERFERENCE: UNRAVELING GENETIC SILENCING
RNA INTERFERENCE: UNRAVELING GENETIC SILENCINGRNA INTERFERENCE: UNRAVELING GENETIC SILENCING
RNA INTERFERENCE: UNRAVELING GENETIC SILENCING
 

Araujo etal-1994b

  • 1. H036 INTERNAL MULTIPLE ATTENUATIO N F.V. ARAUJO', A.B. WEGLEIN2, P.M . CARVALH03 and R.H. STOLT` ' Bahia University, Brazil 2 Schlumberger Cambridge Research, Madingley Road, Cambridge CB3 OEL, UK 3 Petrobras ' Conoco Inc . In this paper we present a multidimensional method for attenuating internat multiples that derives from an inverse scattering se ries. The method doesn't depend on periodicity or differential moveout, nor does it require a model for the multiple generating re flectors. The inverse scattering series approach to medium property determination is a direct multidimensional seismic inversion method and can be written for acoustic , elastic anisotropic and anelastic media. Its usefulness as an inversion tool is limited by the fact that it only converges for very small contrasts in medium properties . However, a physical interpretation is given to the terras of the series that allows a separation into subseries that perform different tasks in the inversion process: a) surface multiple attenuation ; b) internal multiple attenuation ; and c) spatial location of reflectors and parameter estimation. In contrast to the original inversion series the two subseries for surface and internat multiple attenuation always converge . The idea appears in Weglein and Stolt (1993) and the subseries for suppressing surface multiplee is developed and described in Carvalho , Weglein and Stolt ( 1992). The construction of the inversion series (Moses ( 1956), Prosser ( 1969), Razavy (1975)) for the scattering potential (or model perturbation ), V, can be written as V =Vl+V2+V3-+ . . . where Vi is ith order in the data, Dl, D1 = GoV1Go . Go is the homogeneous free space Green 's function. The higher order terms are found in a recursive way V2 = -V1GoV1 V3 = -V1GoV1GoV1 - V1GoV2 - V2GoV1 . A multiple attenuated data, D , can be written in terms of V as follows : D = GoVGo = D1+D2 + D3+ . . . where Di =GoVGo . In this paper, we present a subseries of the inversion series for V that performs internal multiple attenuation . The internal multiple attenuating subseries is constructed from the pieces of the odd terms associated with removing multiple reflections. All the even terms and pieces of the odd terms that represent the removal of refractions are not included . The method is multidimensional, convergent, and always attenuates internal multiples . For realistic earth contrasts, the multiples are essentially eliminated . In the examples, a plane wave is normal incident on a 1D acoustic medium and the data, D1i is the reflection response . The data and the data after multiple attenuation are shown for two models . The primaries are labeled P and the multiplee M . The method is effective in the presence of interferring primary and multiple events (example 2). EAEG - 56th Meeting and Technical Exhibition - Vienna, Austria, 6 - 10 June 1994
  • 2. Acknowledgement s The authors would like to express their appreciation to UFBA, Petrobrás, CNPq, Schlumberger Cambridge Research, ARCO and Conoco for supporting various portions of this research project . References Weglein, A .B . and Stolt, R.H., 1993, I. The wave physics of downward continuation, wavelet estimation, and volume and surface scattering. II. Approaches to linear and non-linear migration-inversion, in "Mathematical frontiers in reflection seismology", Ed . W.W. Symes, SIAM/SEG . Carvalho, P.M., Weglein, A .B ., and Stolt, R .H., 1992, Non-linear inverse scattering for multiple suppression : application to real data, Part I, SEG Expanded Abstracts, 1093-1095 . Moses, H.E., 1956, Calculation of scattering potential from reflection coefficients, Phys . Rev., 102, 559-567 . Prosser, R.T., 1969, Formal solutions of inverse scattering problems, J . Math. Phys., 10, 1819-1822. Razavy, M ., 1975, Determination of the wave velocity in an inhomogeneous medium from reflection data, J . Acoustic Soc . Am., 58, 956-963. 0 .08-7 ~~ Íhl Í~~Ilh . i~ ~ l 50 p m 0 .00 0. 4 - 7 U ~! J1MI' o m 0.12 - 111 "Ij UIIIJBIJIJIJ Om ------------------- 2 km/s 60 m 0.16 -- 0 .24 -- Fig.1 Multiple attenuation for two layer model . 0.00 I 50 0.00 1 JWIIII1WWIII0 .08- 0 .12 -- 0 .16 -- 14 Om 200m 4 km/ s 6 km/ s 4 km/ s 1,0 -p Om ------------------- 2 km/ s 40m 0 .24 ---{ 132m 17 6m 4 .6 km/ s 2 .2 km/ s 2 .3 km/ s Fig.2 Multiple attenuation for model with interferring primary and multiple events .