IP Library Granted Patent US 6,873,913
Granted Patent B2
US 6,873,913 · App. 10/667,037 · Granted Mar 29, 2005

Method of reconstructing seismic records to obtain high resolution signals

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Quick Facts
Patent No.
US 6,873,913
App. No.
10/667,037
Granted
Mar 29, 2005
Kind
B2
Abstract

The present invention provides a method and system for processing an input seismic record to suppress noise energy, for example multiple energy, and to enhance signal. A primary signal component is determined from an input seismic record. A residual record is obtained from the input seismic record and the determined primary component record, for example, by determining a difference of the two records. A next primary signal component record is then obtained from the residual record. The primary component record and the next primary component record are combined to form a reconstructed record. A subsequent residual record may then be obtained and further primary signal components extracted.

Claims (51)

1. A method of processing an input seismic record comprising:

(a) determining a primary components record from the input seismic record;

(b) obtaining a residual record from the input seismic record and the primary components record;

(c) obtaining a next primary components record from the residual record; and

(d) combining the primary components record and the next primary components record to obtain a reconstructed record.

2. The method of claim 1 further comprising obtaining a subsequent residual record from at least one of: (i) the reconstructed record; (ii) the input seismic record; and (iii) the residual record.

3. The method of claim 2 further comprising obtaining a subsequent primary components record from the subsequent residual record.

4. The method of claim 3 further comprising combining the subsequent primary components record with at least one of:

i) said primary components record;

ii) the next primary components record;

iii) the subsequent primary components record;

iv) the residual record; and

v) the subsequent residual record.

5. The method of claim 1 wherein the input seismic record further comprises at least one of:

i) shot gathers,

ii) receiver gathers,

iii) cdp super-gathers,

iv) Ostrander gathers,

v) reconstructed record gathers,

vi) offset gathers; and

vii) angle gathers.

6. The method of claim 1 wherein determining a primary components record and a next primary components record further comprises processing with one of: (i) a data projection technique; (ii) an AVO projection technique, (iii) a multiple attenuation process, (iv) a Radon transform, (v) statistical thresholding methods, and (vi) wavefield separation methods.

7. The method of claim 1 wherein obtaining said residual record from the input seismic record and the primary components record further comprises determining a difference between the seismic record and the primary components record.

8. The method of claim 1 wherein combining the primary components record and the next primary components record comprises adding the primary components and the next primary components record.

9. The method of claim 1 further comprising using statistical methods to determine the goodness of fit between a modeled signal and at least one of: i) the residual record; ii) the primary components record; iii) the next primary components record; and iv) the reconstructed record.

10. A computer readable medium containing executable instructions that when executed by a computer perform a method for processing an input seismic record comprising:

(a) determining a primary components record from the input seismic record;

(b) obtaining a residual record from the input seismic record and the primary components record;

(c) obtaining a next primary components record from the residual record; and

(d) combining the primary components record and the next primary components record to obtain a reconstructed record.

11. The medium of claim 10 further comprising instructions for obtaining a subsequent residual record from at least one of: (i) the reconstructed record; (ii) the input seismic record; and (iii) the residual record.

12. The medium of claim 11 further comprising instructions for obtaining a subsequent primary components record from the subsequent residual record.

13. The medium of claim 12 further comprising instructions for combining the subsequent primary components record with at least one of: i) said primary components record, and ii) next primary components record.

14. The medium of claim 10 further comprising instructions for selecting from at least one of the group seismic gathers comprising at least one of: (i) shot gathers, (ii) receiver gathers, (iii) cdp super-gathers, (iv) Ostrander gathers, (v) reconstructed record gathers, (vi) offset gathers, and (vii) angle gathers.

15. The medium of claim 10 further comprising instructions for determining a primary components record and a next primary components record including processing with one of (i) a data projection technique; (ii) an AVO projection technique, (iii) a multiple attenuation process, (iv) a Radon transform, (v) statistical thresholding methods, and (vi) wavefield separation methods.

16. The medium of claim 10 further comprising instructions for obtaining a residual record from the input seismic record and the primary components record by determining a difference between the seismic record and the primary components record.

17. The medium of claim 10 further comprising instructions for combining the primary components record and the next primary components record by adding the primary components record and the next primary components record.

18. The medium of claim 10 further comprising instructions for using statistical methods to determine the goodness of fit between a modeled signal and at least one of: i) the residual record; ii) the primary components record; iii) the next primary components record; and iv) the reconstructed record.

19. A computer system comprising:

(a) a reading device to read stored seismic data;

(b) a processor;

(c) a memory;

(d) code for determining a primary components record from an input seismic record;

(e) code for obtaining a residual record from the input seismic record and the primary components record;

(f) code for obtaining a next primary components record from the residual record; and

(g) code for combining the primary components record and the next primary components record to obtain a reconstructed record.

20. A machine readable medium having stored thereon code for:

(a) determining a primary components record from an input seismic record;

(b) obtaining a residual record from the input seismic record and the primary components record;

(c) obtaining a next primary components record from the residual record; and

(d) combining the primary components record and the next primary components record to obtain a reconstructed record.

Assignments (16)
RELEASE OF SECURITY INTEREST Recorded Aug 15, 2024
From: ROYAL BANK OF CANADA
To: PINNACLE MIDCO S.AR.L; PINNACLE HOLDCO S.AR.L; PINNACLE (GIBRALTAR) ACQUISITION CO LIMITED; PINNACLE (US) ACQUISITION CO LIMITED; PARADIGM LTD.; PARADIGM LUXEMBOURG HOLDINGS S.AR.L; PARADIGM SCIENCES LTD.; PARADIGM B.V.; PARADIGM SERVICES CORP.; PARADIGM GEOSERVICES CANADA LTD.; PARADIGM WORLDWIDE LTD.; PARADIGM GEOPHYSICAL (LUXEMBOURG), S.AR.L; PARADIGM GEOPHYSICAL CORP.; PARADIGM GEOPHYSICAL LTD.
Reel/Frame 068298/0966 →
SECURITY INTEREST Recorded Aug 12, 2022
From: ASPENTECH CORPORATION F/K/A ASPEN TECHNOLOGY, INC.; EMERSON PARADIGM HOLDINGS LLC; PARADIGM GEOPHYSICAL CORP.; OPEN SYSTEMS INTERNATIONAL, INC.
To: JPMORGAN CHASE BANK, N.A., AS ADMINISTRATIVE AGENT
Reel/Frame 061161/0782 →
RELEASE OF SECURITY INTEREST RECORDED AT REEL/FRAME 028719/0099 Recorded Dec 1, 2017
From: UBS AG, STAMFORD BRANCH
To: PARADIGM SERVICES CORP.; PARADIGM GEOPHYSICAL CORP.; PARADIGM LTD.; PINNACLE (US) ACQUISITION CO LIMITED; PINNACLE (GIBRALTAR) ACQUISITION CO LIMITED; PARADIGM GEOPHYSICAL LIMITED; PARADIGM GEOSERVICES CANADA LTD.; PARADIGM LUXEMBOURG HOLDINGS S.A.R.L.; PARADIGM GEOPHYSICAL (LUXEMBOURG) S.A.R.L.; PARADIGM WORLDWIDE LTD.; PARADIGM SCIENCES LTD.; PINNACLE MIDCO S.A.R.L.; PINNACLE HOLDCO S.A.R.L.
Reel/Frame 044616/0820 →
RELEASE OF SECURITY INTEREST RECORDED AT REEL/FRAME 028720/0088 Recorded Dec 1, 2017
From: UBS AG, STAMFORD BRANCH
To: PARADIGM SERVICES CORP.; PARADIGM GEOPHYSICAL CORP.; PARADIGM LTD.; PINNACLE (US) ACQUISITION CO LIMITED; PINNACLE (GIBRALTAR) ACQUISITION CO LIMITED; PARADIGM GEOPHYSICAL LIMITED; PARADIGM GEOSERVICES CANADA LTD; PARADIGM LUXEMBOURG HOLDINGS S.A.R.L.; PARADIGM GEOPHYSICAL (LUXEMBOURG) S.A.R.L.; PARADIGM WORLDWIDE LTD.; PARADIGM SCIENCES LTD.; PINNACLE MIDCO S.A.R.L.; PINNACLE HOLDCO S.A.R.L.
Reel/Frame 044616/0846 →
RELEASE OF SECURITY INTEREST RECORDED AT REEL/FRAMES 28734/0805 AND 28925/0097 Recorded Dec 1, 2017
From: ROYAL BANK OF CANADA
To: PARADIGM SERVICES CORP.; PARADIGM GEOPHYSICAL CORP.; PARADIGM LTD.; PINNACLE (US) ACQUISITION CO LIMITED; PARADIGM GEOPHYSICAL LIMITED; PARADIGM GEOSERVICES CANADA LTD.; PARADIGM LUXEMBOURG HOLDINGS S.A.R.L.; PARADIGM GEOPHYSICAL (LUXEMBOURG) S.A.R.L.; PARADIGM WORLDWIDE LTD.; PARADIGM SCIENCES LTD.; PINNACLE MIDCO S.A.R.L.; PINNACLE HOLDCO S.A.R.L.; PARADIGM (GIBRALTAR) ACQUISITION CO LIMITED
Reel/Frame 044616/0809 →
RELEASE OF SECURITY INTEREST RECORDED AT REEL/FRAME 028719/0308 Recorded Dec 1, 2017
From: UBS AG, STAMFORD BRANCH
To: PARADIGM SERVICES CORP.; PARADIGM GEOPHYSICAL CORP.; PARADIGM LTD.; PINNACLE (US) ACQUISITION CO LIMITED; PARADIGM GEOPHYSICAL LIMITED; PARADIGM GEOSERVICES CANADA LTD.; PARADIGM LUXEMBOURG HOLDINGS S.A.R.L.; PARADIGM GEOPHYSICAL (LUXEMBOURG) S.A.R.L.; PARADIGM WORLDWIDE LTD.; PINNACLE MIDCO S.A.R.L.; PARADIGM HOLDCO S.A.R.L.; PARADIGM (GIBRALTAR) ACQUISITION CO LIMITED
Reel/Frame 044616/0750 →
CORRECTIVE ASSIGNMENT TO CORRECT THE NATURE OF THE CONVEYANCE AND INCORRECT SN INADVERTENTLY INCLUDED, 12/420417 SHOULD BE 12/042417 PREVIOUSLY RECORDED ON REEL 028734 FRAME 0805. ASSIGNOR(S) HEREBY CONFIRMS THE SECOND LIEN SECURITY AGREEMENT. Recorded Sep 10, 2012
From: PINNACLE MIDCO S.A.R.L.; PINNACLE HOLDCO S.A.R.L.; PARADIGM SERVICES CORP.; PARADIGM GEOPHYSICAL CORP.; PINNACLE (US) ACQUISITION CO LIMITED; PARADIGM GEOSERVICES CANADA LTD.; PARADIGM LTD.; PARADIGM SCIENCES LTD.; PARADIGM WORLDWIDE LTD.; PINNACLE (GIBRALTAR) ACQUISITION CO LIMITED; PARADIGM GEOPHYSICAL LIMITED; PARADIGM LUXEMBOURG HOLDINGS S.A.R.L.; PARADIGM GEOPHYSICAL (LUXEMBOURG), S.A.R.L.; PARADIGM B.V.
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SECOND LIEN IP SECURITY AGREEMENT Recorded Aug 6, 2012
From: PINNACLE MIDCO S.A.R.L.; PINNACLE HOLDCO S.A.R.L.; PARADIGM SERVICES CORP.; PARADIGM GEOPHYSICAL CORP.; PINNACLE (US) ACQUISITION CO LIMITED; PARADIGM GEOSERVICES CANADA LTD.; PARADIGM LTD.; PARADIGM SCIENCES LTD.; PARADIGM WORLDWIDE LTD.; PINNACLE (GIBRALTAR) ACQUISITION CO LIMITED; PARADIGM GEOPHYSICAL LIMITED; PARADIGM LUXEMBOURG HOLDINGS S.A.R.L.; PARADIGM GEOPHYSICAL (LUXEMBOURG), S.A.R.L.
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SECOND LIEN SECURITY AGREEMENT Recorded Aug 6, 2012
From: PINNACLE MIDCO S.A.R.L.; PINNACLE HOLDCO S.A.R.L.; PARADIGM SERVICES CORP.; PARADIGM GEOPHYSICAL CORP.; PINNACLE (US) ACQUISITION CO LIMITED; PARADIGM GEOSERVICES CANADA LTD.; PARADIGM LTD.; PARADIGM SCIENCES LTD.; PARADIGM WORLDWIDE LTD.; PINNACLE (GIBRALTAR) ACQUISITION CO LIMITED; PARADIGM GEOPHYSICAL LIMITED; PARADIGM LUXEMBOURG HOLDINGS S.A.R.L.; PARADIGM GEOPHYSICAL (LUXEMBOURG), S.A.R.L.; PARADIGM B.V.
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SECOND LIEN IP SECURITY AGREEMENT Recorded Aug 6, 2012
From: PINNACLE MIDCO S.A.R.L.; PINNACLE HOLDCO S.A.R.L.; PARADIGM SERVICES CORP.; PARADIGM GEOPHYSICAL CORP.; PINNACLE (US) ACQUISITION CO LIMITED; PARADIGM GEOSERVICES CANADA LTD.; PARADIGM LTD.; PARADIGM SCIENCES LTD.; PARADIGM WORLDWIDE LTD.; PINNACLE (GIBRALTAR) ACQUISITION CO LIMITED; PARADIGM GEOPHYSICAL LIMITED; PARADIGM LUXEMBOURG HOLDINGS S.A.R.L.; PARADIGM GEOPHYSICAL (LUXEMBOURG), S.A.R.L.
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To: ROYAL BANK OF CANADA, AS COLLATERAL AGENT
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FIRST LIEN SECURITY AGREEMENT Recorded Aug 3, 2012
From: PINNACLE MIDCO S.A R.L.; PINNACLE HOLDCO S.A R.L.; PARADIGM SERVICES CORP.; PARADIGM GEOPHYSICAL CORP.; PINNACLE (US) ACQUISITION CO LIMITED; PARADIGM GEOSERVICES CANADA LTD.; PARADIGM LTD.; PARADIGM SCIENCES LTD.; PARADIGM WORLDWIDE LTD.; PINNACLE (GIBRALTAR) ACQUISITION CO LIMITED; PARADIGM GEOPHYSICAL LIMITED; PARADIGM LUXEMBOURG HOLDINGS S.A R.L.; PARADIGM GEOPHYSICAL (LUXEMBOURG), S.A R.L.; PARADIGM B.V.
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FIRST LIEN SHORT FORM IP SEC. AGREEMENT Recorded Aug 3, 2012
From: PARADIGM GEOPHYSICAL CORP.; PARADIGM GEOPHYSICAL LIMITED; PARADIGM GEOPHYSICAL (LUXEMBOURG), S.A R.L.; PARADIGM SCIENCES LTD.
To: UBS AG, STAMFORD BRANCH, AS COLLATERAL AGENT
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FIRST LIEN IP SECURITY AGREEMENT Recorded Aug 3, 2012
From: PINNACLE MIDCO S.A R.L.; PINNACLE HOLDCO S.A R.L.; PARADIGM SERVICES CORP.; PARADIGM GEOPHYSICAL CORP.; PINNACLE (US) ACQUISITION CO LIMITED; PARADIGM GEOSERVICES CANADA LTD.; PARADIGM LTD.; PARADIGM SCIENCES LTD.; PARADIGM WORLDWIDE LTD.; PINNACLE (GIBRALTAR) ACQUISITION CO LIMITED; PARADIGM GEOPHYSICAL LIMITED; PARADIGM LUXEMBOURG HOLDINGS S.A R.L.; PARADIGM GEOPHYSICAL (LUXEMBOURG), S.A R.L.
To: UBS AG, STAMFORD BRANCH, AS COLLATERAL AGENT
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ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 18, 2005
From: CORE LABORATORIES L.P.
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From: CHOO, JASON CHIN YEW; DOWNTON, JONATHAN E.; DEWAR, JANET KATHERINE
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