EP2308025A2 - Method for propagating pseudo acoustic quasi-p waves in anisotropic media - Google Patents
Method for propagating pseudo acoustic quasi-p waves in anisotropic mediaInfo
- Publication number
- EP2308025A2 EP2308025A2 EP09803352A EP09803352A EP2308025A2 EP 2308025 A2 EP2308025 A2 EP 2308025A2 EP 09803352 A EP09803352 A EP 09803352A EP 09803352 A EP09803352 A EP 09803352A EP 2308025 A2 EP2308025 A2 EP 2308025A2
- Authority
- EP
- European Patent Office
- Prior art keywords
- seismic exploration
- wavefield
- exploration volume
- propagating
- quasi
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Withdrawn
Links
- 238000000034 method Methods 0.000 title claims abstract description 64
- 230000001902 propagating effect Effects 0.000 title claims abstract description 41
- 238000001615 p wave Methods 0.000 title 1
- 238000009825 accumulation Methods 0.000 claims abstract description 9
- 230000005012 migration Effects 0.000 claims description 31
- 238000013508 migration Methods 0.000 claims description 31
- 230000006870 function Effects 0.000 claims description 18
- 238000003384 imaging method Methods 0.000 claims description 10
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- 238000013500 data storage Methods 0.000 claims description 3
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Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V1/00—Seismology; Seismic or acoustic prospecting or detecting
- G01V1/28—Processing seismic data, e.g. for interpretation or for event detection
- G01V1/30—Analysis
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V2210/00—Details of seismic processing or analysis
- G01V2210/60—Analysis
- G01V2210/67—Wave propagation modeling
- G01V2210/675—Wave equation; Green's functions
Definitions
- the present invention relates generally to geophysical prospecting using seismic signals, and in particular a method for propagating pseudo-acoustic quasi-P wave propagation in variable tilted anisotropic media and using the propagated wavefields for subsurface property characterization.
- TI transversely isotropic
- Three-dimensional (“3D”) anisotropic seismic modeling and migration are computationally intensive tasks. Compared to prior art solutions of full elasticity, modeling and migration based on dispersion relations are computationally efficient alternatives.
- VTI vertical transversely isotropic
- the plane-wave polarization vector in isotropic media is either parallel (for P-waves) or orthogonal (for S-waves) to the slowness vector. Except for specific propagation directions, there are no pure longitudinal and shear waves in anisotropic media. For that reason, in anisotropic wave theory the fast mode is often referred to as the "quasi-P" wave and the slow modes “quasi-Si” and “quasi-S 2 M .
- the present invention provides both a pseudo-acoustic modeling method and a pseudo-acoustic migration method for anisotropic media. Aspects of embodiments of the present invention include a computer-implemented method for pseudo acoustic quasi-P wave propagation which remain stable in variable-tilt anisotropic media and is not limited to weak anisotropic conditions. The method also includes acquiring a seismic exploration volume for a subsurface region of interest, and determining a modeling geometry for the seismic exploration volume.
- the method further includes propagating at least one wavefield through the seismic exploration volume utilizing the modeling geometry for initial conditions and preventing the accumulation of energy along the axis of symmetry as well as ensuring positive stiffness coefficients in the stress-strain relations through the use of a small finite quasi-S wave velocity thereby producing a stable wavefield.
- the method includes utilizing the stable wavefield to generate subsurface images of the subsurface region of interest.
- Another embodiment of the present invention includes a geophysical seismic migration method comprising the steps of establishing a seismic data set and a velocity/anisotropy model corresponding to a seismic exploration volume, and for each common shot/receiver record, setting boundary conditions to include excitation from source location(s).
- the embodiment further includes propagating wavefields forward according to a pseudo-acoustic wave equation or its equivalents:
- Vso is the vertical velocity of quasi-SV waves
- Vpo is the vertical velocity of quasi-P waves
- ⁇ o is the tilt of the axis of symmetry with respect to the vertical in a TI medium
- ⁇ g is the azimuth of the axis of symmetry
- S are the Thomsen anisotropy parameters
- P is a scalar wavefield
- Q is an auxiliary function.
- the embodiment also includes for each common shot/receiver record, setting boundary conditions to back propagate a recorded shot record, and propagating seismic data backward according to the above pseudo-acoustic wave equations.
- the embodiment includes applying imaging conditions such as (but not limited to) cross correlation between the computed forward wavefields and backward wavefields or their equivalent Green's functions to derive subsurface images.
- An additional embodiment of the present invention also includes the step of propagating wavefields or calculating Green's functions by reverse time migration (RTM), Gaussian beam migration, Kirchhoff migration or other wave equation based migrations.
- RTM reverse time migration
- Gaussian beam migration Gaussian beam migration
- Kirchhoff migration or other wave equation based migrations.
- An additional embodiment of the present invention also includes the step of applying imaging condition involving illumination normalization and/or reflection-angle domain gather generation and/or phase-amplitude compensation in addition to cross correlation as options.
- An additional embodiment of the present invention also includes the step of processing common-shot/receiver signals and propagating wavefields in other dependent domains, including but not limited to common offset, common azimuth, and common reflection-angle, and in other modeling and migration forms, including but not limited to delayed shot, plane-wave, and phase encoding.
- An additional embodiment of the present invention also includes the step of propagating wavefields or calculating Green's functions using other equivalent terms such as normal moveout velocity, horizontal velocity instead of Thomsen parameters.
- An additional embodiment of the present invention includes a geophysical seismic migration method comprising the steps of establishing a seismic data set and a velocity/anisotropy model corresponding to a seismic exploration volume, and for each common shot/receiver record, setting boundary conditions to include excitation from source location(s).
- the embodiment also includes propagating wavefields ts equivalents:
- the embodiment further includes for each common shot/receiver record, setting boundary conditions to back propagate a recorded shot record, and propagating seismic data backward according to the above pseudo-acoustic wave equations.
- the embodiment includes applying imaging conditions such as (but not limited to) cross correlation between the computed forward wavefields and backward wavefields or their equivalent Green's functions to derive subsurface images.
- one embodiment of the present invention may utilize other pseudo-acoustic wave equations to propagate wavefields forward in geophysical seismic migration.
- one embodiment of the present invention includes propagating wavefields forward according to the pseudo-acoustic wave equation below or its equivalents: f 2 H)W UQ P where ⁇ is the angular frequency.
- Another embodiment of the present invention includes a geophysical seismic migration method comprising the steps of establishing a seismic data set and a velocity/anisotropy model corresponding to a seismic exploration volume, and for each common shot/receiver record, setting boundary conditions to include excitation from source location(s).
- the embodiment also includes propagating wavefields forward according to a pseudo-acoustic wave equation and its equivalent formulations for tilted media: ⁇ - ⁇ -R
- v po is the vertical velocity of quasi-P waves
- ⁇ ( ⁇ ⁇ )/(l + 2 ⁇ ) is the Alkhalifah-Tsvankin anisotropy parameter (expressed in terms of the Thomsen anisotropy parameters ⁇ and ⁇ )
- P is a scalar wavefield
- U 1 V, Q, and R are auxiliary functions.
- the embodiment further includes for each common shot/receiver record, setting boundary conditions to back propagate a recorded shot record, and propagating seismic data backward according to the above pseudo-acoustic wave equations.
- the embodiment includes applying imaging conditions such as cross correlation between the computed forward and backward wavefields or their equivalent Green's functions to derive subsurface images.
- Different embodiments of the present invention for geophysical seismic migration may utilize other pseudo-acoustic wave equations to propagate wavefields forward for tilted media.
- one embodiment of the present invention includes propagating wavefields forward according to a pseudo-acoustic wave equation and its
- v is the vertical velocity of quasi-P waves
- a is the square of the shear-wave to P- wave velocity ratio
- ⁇ ( ⁇ - ⁇ ) /(I + 2 ⁇ ) is the Alkhalifah-Tsvankin anisotropy parameter (expressed in terms of the Thomsen anisotropy parameters ⁇ and ⁇ )
- Q and R are auxiliary functions.
- Another embodiment of the present invention includes a geophysical seismic migration method comprising the steps of establishing a seismic data set and a velocity/anisotropy model corresponding to a seismic exploration volume, and for each common shot/receiver record, setting boundary conditions to include excitation from source locationfs).
- the embodiment further includes for each common shot/receiver record, setting boundary conditions to back propagate a recorded shot record, and propagating seismic data backward according to the above pseudo-acoustic wave equations.
- the embodiment includes applying imaging conditions such as (but not limited to) cross correlation between the computed forward and backward wavefields or their equivalent Green's functions to derive subsurface images.
- Another embodiment of the present invention includes a geophysical seismic modeling method comprising the steps of establishing a velocity/anisotropy model corresponding to a seismic exploration volume, and for each shot, setting initial conditions of wavefields.
- the embodiment also includes propagating wavefields f d di d i i i i l s:
- w(t) is a source function
- ic s is the vector of the source location.
- the source term and its form of insertion can be changed without affecting the governing PDEs.
- Another embodiment of the present invention that is utilized for geophysical seismic modeling includes propagating wavefields forward according to a pseudo-acoustic wave equation (equation 5) and its equivalent formulations for tilted media.
- equation 5 pseudo-acoustic wave equation
- Another embodiment of the present invention that is utilized for geophysical seismic modeling includes propagating wavefields forward according to a pseudo-acoustic wave equation (equation 6) and its equivalent formulations for tilted media.
- equation 6 pseudo-acoustic wave equation
- the present invention is intended to be used with a system which includes, in general, an electronic configuration including at least one processor, at least one memory device for storing program code or other data, an optional video monitor or other display device (i.e., a liquid crystal display) and at least one input device.
- the processor is preferably a microprocessor or microcontroller- based platform which is capable of displaying images and processing complex mathematical algorithms.
- the memory device can include random access memory (RAM) for storing event or other data generated or used during a particular process associated with the present invention.
- the memory device can also include read only memory (ROM) for storing the program code for the controls and processes of the present invention.
- One such embodiment includes a system configured to perform pseudo acoustic quasi - P wave propagation which remain stable in variable tilt anisotropic media and is not limited to weak anisotropic conditions.
- the system includes a data storage device having computer readable data including a seismic exploration volume for a subsurface region of interest, and a processor, configured and arranged to execute machine executable instructions stored in a processor accessible memory for performing a method.
- the method for this particular embodiment includes determining a modeling geometry for the seismic exploration volume, and propagating at least one wavefield through the seismic exploration volume utilizing the modeling geometry for initial conditions and preventing the accumulation of energy along the axis of symmetry of anisotropic regions within the seismic exploration volume and ensuring positive stiffness coefficients in the stress-strain relations thereby producing a stable wavefield.
- the method further includes utilizing the stable wavefield to generate subsurface images of the subsurface region of interest.
- Fig. 1 is a flow chart illustrating a method in accordance with one or more embodiments of the present invention.
- Fig. 2 is a flow chart illustrating a method in accordance with one or more embodiments of the present invention.
- Fig. 3 is a flow chart illustrating a method in accordance with one or more embodiments of the present invention.
- Fig. 5 illustrates exemplary wave propagation modeling according to one embodiment of the present invention.
- Fig. 8 illustrates an exemplary phase velocity distribution according to the prior art, Alkhalifah's approximation.
- Fig. 9 illustrates an exemplary group velocity distribution according to the prior art, Alkhalifah's approximation.
- Fig. 10 illustrates an exemplary phase velocity distribution for one embodiment of the present invention where Vs ⁇ /Vpo - 0.01.
- Fig. 12 illustrates an exemplary wave propagation modeling in a medium with a variable tilted axis of symmetry, according to one embodiment of the present invention utilizing a first-order 5x5 PDE system.
- Fig. 13 illustrates a schematic diagram of the geometry that is used in one embodiment of the present invention.
- Fig. 14 illustrates is a schematic illustration of an embodiment of a system for performing methods in accordance with embodiments of the present invention.
- a flow chart 10 describes a method for propagating quasi-P waves which remain stable in anisotropic media with variable tilt.
- the present invention is not limited to weak anisotropic conditions.
- This particular embodiment includes acquiring a seismic exploration volume of a subsurface region of interest 12, and determining a modeling geometry for the seismic exploration volume 14.
- the embodiment further includes propagating at least one wavef ⁇ eld through the seismic exploration volume utilizing the modeling geometry for initial conditions and preventing the accumulation of energy along the axis of symmetry for the seismic exploration volume and ensuring positive stiffness coefficients in the stress-and-strain relations utilizing finite quasi-S wave velocities thereby producing a stable wavefield 16.
- the stable wavefield can then be utilized to generate subsurface images of the subsurface region of interest 18.
- FIG. 2 illustrates a flowchart 20 for one embodiment of a pseudo-acoustic modeling method for wave propagation in anisotropic media with variable tilt, wherein the method is not limited to weak anisotropic conditions. That embodiment includes acquiring a seismic exploration volume for a subsurface region of interest 22 and determining a modeling geometry for the seismic exploration volume 24.
- the embodiment also includes propagating at least one wavefield through the seismic exploration volume utilizing the modeling geometry for initial conditions, wherein the artificial quasi-shear wave velocity is greater or equal to zero along the axis of symmetry for the seismic exploration volume thereby preventing the accumulation of energy along the axis of symmetry thereby producing a stable wavefield 26.
- the stable wavefield can then be utilized to generate subsurface images for the subsurface region of interest 28.
- Fig. 3 illustrates a flowchart 30 for another embodiment of the present invention that can be used for pseudo-acoustic migration. That embodiment includes acquiring a seismic exploration volume for a subsurface region of interest 32 and determining a model geometry for the seismic exploration volume 34. The embodiment also includes propagating at least one wavefield through the seismic exploration volume utilizing the modeling geometry for initial conditions, wherein quasi-shear wave energy does not accumulate along the axis of symmetry for the seismic exploration volume thereby producing a stable wavefield 36. The stable wavefield can then be utilized to generate subsurface images for the subsurface region of interest 38.
- the present invention provides several advantages relative to conventional acoustic, anisotropic modeling and migration.
- the present invention provides a stable way of wave propagation in TI media with variable tilt, thus simulated wavefield propagation and images of reflectivity can be obtained.
- Prior art pseudo-acoustic modeling and migration methods are based on AlkhalifalTs approximation in which the phase velocity of shear waves is set to zero along the axis of symmetry. Although the prior art methods can work in a constant-tilt TI medium, the zero-speed shear-waves can make wave propagation unstable (i.e. amplitudes become unbounded) in areas where tilt variations can locally concentrate high energy near the axis of symmetry.
- the present invention can provide the flexibility of controlling shear- to P- wave velocity ratios to optimize the results of modeling and migration. For example, shear- and P-wave velocity ratios can be set close to the actual values to approximate the kinematics in elastic wave propagation.
- the vertical velocity may be greater than the horizontal velocity with respect to the axis of symmetry.
- wave equations based on Alkhalifah's approximation will result in negative stiffness matrix thereby producing unstable wavefields regardless numeircal implementation algorithms.
- the present invention can use a finite shear-wave velocity to ensure positive stiffness coefficients in the stress-strain relations thereby generating stable wave propagation.
- the PDEs utilized by embodiments of the present invention involve additional spatial derivative terms to be computed compared to prior art methods.
- the additional workload associated with non-zero Vso is necessary to achieve stability and reliability required by seismic modeling and migration.
- the additional workload may be skipped.
- the anisotropic modeling method includes establishing a velocity and anisotropy model corresponding to a seismic exploration volume; setting initial conditions such as source excitation; propagating waves in transversely isotropic media with a tiled or vertical axis of symmetry, according to eq. [1] or its equivalent
- a source function of the form ⁇ (x -x s )w(t) needs to be introduced in the right side of equations in eq. [1] or eq. [2], where x s is the source location, and w(t) is a source wavelet.
- the vertical shear-wave velocity in eq. [3] can be non-zero (therefore /can be different from 1) in contrast to the prior art method approximation where /rounds off to 1. Accordingly, the phase velocity of shear waves in the direction of both parallel and perpendicular to the axis of symmetry can be non-zero in the present invention.
- the finite speed of quasi -shear waves can avoid local concentration of high energy which often occurs in the vicinity of the axis of symmetry.
- the present invention does not require weak anisotropy assumptions.
- the first-order 5x5 system of PDEs in eq. [5] is hyperbolic and stable in a TI medium with variable tilt.
- This embodiment of the present invention is symmetrizablly hyperbolic (well-posed, even with variable coefficients).
- This system is also extendable to variable-tilt TTL
- the above complete first-order 5x5 system of PDEs in 3D reduces to 4x4 in 2D.
- Additional embodiments of the present invention also provide pseudo-acoustic migration methods.
- One embodiment includes the steps of: establishing a seismic data set and a velocity/anisotropy model corresponding to a seismic exploration volume; setting boundary conditions of wave propagation; propagating waves from source excitation and recorded seismic data separately in anisotropic media according to eq. [1], eq. [2], eq. [4], or eq. [6], or their equivalents; and applying imaging conditions such as, but not limited to, cross correlation between the two propagated wavefields to obtain subsurface images.
- Different initial and/or boundary conditions can be applied without affecting the scope of this invention.
- An exemplary boundary condition (e.g., based on eq. [I]) for propagating a source
- w(t') is a source function
- x is the location of source
- D(x,y,x s ,y s ;t) is a shot record to migrate.
- ⁇ angular frequency
- a 1 is the vertical wavenumber
- ⁇ ⁇ i correspond to quasi-P waves
- ⁇ qSt correspond to quasi-SV waves
- Eq. [15] is then equivalent to the second-order 3x3 system of PDEs by eq. [4].
- Fig. 6 shows a wavefront propagation in a VTI medium using the above PDEs for that particular embodiment of the present invention.
- the outer qP-wavefront 44 in Fig. 6 and 48 in Fig. 7
- the inner qSV-wavefront 46 in Fig. 6 and 50 in Fig. 7
- Fig. 8 and Fig. 9 show the phase and group velocities, respectively, according to Alkhalifah's (prior art) approximation, hi contrast
- Fig. 10 and Fig. 11 show the phase and group velocities, respectively, according to an embodiment of the present invention.
- Fig. 10 and Fig. 11 show the phase and group velocities, respectively, according to an embodiment of the present invention.
- phase velocities of qSV waves are relaxed from being zero along the axis of symmetry. Consequently, the maximum values of group velocities or high energy are not so focused along the axis of symmetry as in the prior art methods.
- the same observations are applicable to a constant-tilt TTI medium by applying a rotation about the tilt.
- equation 5 is a complete first-order 5x5 system of PDEs. This system can be
- Fig. 12 shows stable wavefront propagation governed by such first-order PDEs in a variable-tilt medium.
- phase velocity v has roots of two magnitudes: one for quasi-P waves, and the other for quasi-SV waves
- ⁇ is the angle between the wavefront normal and the axis of symmetry, and other parameters are defined in eq. [I].
- the wavefront normal ( M ) and the axis of symmetry (?) and the angle in between take the following form:
- the fourth-order PDE for TTI/VTI media takes of the form of eq. [8].
- the fourth-order pseudo-acoustic PDE for TTI media can also be solved by a 3x3 time- and space-domain PDEs in eq. [4] or its equivalents using a different linear combination.
- Embodiments of the present invention can be implemented on either co-processor accelerated architectures, such as Field-Programmable-Gate-Arrays (FPGAs), Graphics-Processing-Units (GPUs), Cells, or general-purpose computers.
- FPGAs Field-Programmable-Gate-Arrays
- GPUs Graphics-Processing-Units
- the present invention provides apparatus and general-purpose computers and/or co-processors programmed with instructions to perform a method for the present invention, as well as computer-readable media encoding instructions to perform a method of the present invention.
- a system for performing an embodiment of the present invention is schematically illustrated in Fig. 14.
- a system 52 includes a data storage device or memory 54. The stored data may be made available to a processor 56, such as a programmable general purpose computer.
- the processor 56 may include interface components such as a display 58 and a graphical user interface 60.
- the graphical user interface may be used both to display data and processed data products and to allow the user to select among options for implementing aspects of the method.
- Data may be transferred to the system 52 via a bus 62 either directly from a data acquisition device, or from an intermediate storage or processing facility (not shown).
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- Acoustics & Sound (AREA)
- Environmental & Geological Engineering (AREA)
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- General Life Sciences & Earth Sciences (AREA)
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Abstract
Description
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Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US8467208P | 2008-07-30 | 2008-07-30 | |
| PCT/US2009/050220 WO2010014379A2 (en) | 2008-07-30 | 2009-07-10 | Method for propagating pseudo acoustic quasi-p waves in anisotropic media |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| EP2308025A2 true EP2308025A2 (en) | 2011-04-13 |
| EP2308025A4 EP2308025A4 (en) | 2016-11-16 |
Family
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP09803352.5A Withdrawn EP2308025A4 (en) | 2008-07-30 | 2009-07-10 | Method for propagating pseudo acoustic quasi-p waves in anisotropic media |
Country Status (7)
| Country | Link |
|---|---|
| EP (1) | EP2308025A4 (en) |
| CN (1) | CN102105900B (en) |
| AU (1) | AU2009276976B2 (en) |
| BR (1) | BRPI0916637A2 (en) |
| CA (1) | CA2730017C (en) |
| EA (1) | EA201170261A1 (en) |
| WO (1) | WO2010014379A2 (en) |
Families Citing this family (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CA2797434C (en) | 2010-05-12 | 2017-09-19 | Shell Internationale Research Maatschappij B.V. | Seismic p-wave modelling in an inhomogeneous transversely isotropic medium with a tilted symmetry axis |
| US8385151B2 (en) * | 2010-06-24 | 2013-02-26 | Chevron U.S.A. Inc. | Reverse time migration with absorbing and random boundaries |
| EP2598914B1 (en) * | 2010-07-28 | 2015-05-06 | Cggveritas Services SA | 3-d harmonic-source reverse time migration systems and methods for seismic data analysis |
| US9207342B2 (en) * | 2012-03-09 | 2015-12-08 | Chevron U.S.A. Inc. | Correction of shear log for elastic anisotropy |
| RU2596182C1 (en) | 2012-08-17 | 2016-08-27 | Лэндмарк Графикс Корпорейшн | System and method for displaying seismic data |
| US20150185347A1 (en) * | 2013-12-30 | 2015-07-02 | Chevron U.S.A. Inc. | System and method of mitigating instabilities in a pseudoacoustic wave propagator |
| US10386523B2 (en) | 2014-03-31 | 2019-08-20 | Schlumberger Technology Corporation | Subsurface formation modeling with integrated stress profiles |
| US10215869B2 (en) | 2015-03-30 | 2019-02-26 | Chevron U.S.A. Inc. | System and method of estimating anisotropy properties of geological formations using a self-adjoint pseudoacoustic wave propagator |
| CN106597531B (en) * | 2015-10-16 | 2019-10-29 | 中国石油化工股份有限公司 | The Forward Modeling of the wave field propagation characteristic of shale containing vertical fracture |
| CN107102353B (en) * | 2017-05-08 | 2019-09-03 | 厦门大学 | Elastic Wave Equation Reverse Time Migration Imaging Method Based on Higher Order Difference Method |
| CN111999770B (en) * | 2020-09-03 | 2024-01-16 | 中国地质科学院 | A TTI medium conversion PS wave precise beam offset imaging method and system |
| CN113341455B (en) * | 2021-06-24 | 2024-02-09 | 中国石油大学(北京) | Viscous anisotropic medium seismic wave numerical simulation method, device and equipment |
| CN116068621B (en) * | 2021-11-01 | 2025-06-06 | 中国石油天然气股份有限公司 | A forward modeling method and system for anisotropic media based on stiffness matrix decomposition |
| CN115857001A (en) * | 2022-09-19 | 2023-03-28 | 中国石油大学(华东) | Pseudo-depth domain acoustic wave co-location grid reverse-time migration imaging method and device |
| CN117233838B (en) * | 2023-09-20 | 2024-04-05 | 长江大学 | Elastic quasi-longitudinal and transverse wave field separation and reverse time migration imaging method in two-dimensional VTI medium |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR810000683B1 (en) * | 1976-05-27 | 1981-06-20 | 죠오지프 에스 이미리이 | Seismic data collection system |
| GB2278920B (en) | 1993-06-07 | 1996-10-30 | Geco As | Method of determining earth elastic parameters in anistropic media |
| GB9906995D0 (en) | 1998-09-16 | 1999-05-19 | Geco Prakla Uk Ltd | Seismic detection apparatus and related method |
| US6819111B2 (en) * | 2002-11-22 | 2004-11-16 | Baker Hughes Incorporated | Method of determining vertical and horizontal resistivity, and relative dip in anisotropic earth formations having an arbitrary electro-magnetic antenna combination and orientation with additional rotation and position measurements |
| JP4105139B2 (en) * | 2004-09-30 | 2008-06-25 | 石油資源開発株式会社 | Three-dimensional image generation method and program |
| KR100660562B1 (en) * | 2005-09-30 | 2006-12-22 | (주)지 텍크 | 3D ultra high resolution S-wave probe and grounding method |
| US9519072B2 (en) * | 2006-05-11 | 2016-12-13 | Schlumberger Technology Corporation | Method and apparatus for locating gas hydrate |
-
2009
- 2009-07-10 CN CN2009801290649A patent/CN102105900B/en not_active Expired - Fee Related
- 2009-07-10 CA CA2730017A patent/CA2730017C/en not_active Expired - Fee Related
- 2009-07-10 EP EP09803352.5A patent/EP2308025A4/en not_active Withdrawn
- 2009-07-10 BR BRPI0916637A patent/BRPI0916637A2/en not_active IP Right Cessation
- 2009-07-10 AU AU2009276976A patent/AU2009276976B2/en not_active Ceased
- 2009-07-10 WO PCT/US2009/050220 patent/WO2010014379A2/en not_active Ceased
- 2009-07-10 EA EA201170261A patent/EA201170261A1/en unknown
Non-Patent Citations (1)
| Title |
|---|
| See references of WO2010014379A2 * |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2010014379A2 (en) | 2010-02-04 |
| CN102105900A (en) | 2011-06-22 |
| AU2009276976B2 (en) | 2015-07-16 |
| WO2010014379A3 (en) | 2010-03-25 |
| EA201170261A1 (en) | 2011-08-30 |
| CA2730017C (en) | 2017-03-14 |
| CN102105900B (en) | 2013-03-20 |
| EP2308025A4 (en) | 2016-11-16 |
| CA2730017A1 (en) | 2010-02-04 |
| AU2009276976A1 (en) | 2010-02-04 |
| BRPI0916637A2 (en) | 2019-03-26 |
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