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Gaussian beam tomography with structure-filtering and its applications |
Hao ZHENG1, Jie-Xiong CAI1, Jing-Bo WANG2 |
1. Sinopec Geophysical Research Institute,Nanjing 211103,China 2. Sinopec Exploration Company,Chengdu 610041,China |
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Abstract Gaussian beam tomography uses the Gaussian beam operator to compute the travel-time tomographic kernel function instead of the conventional ray tomographic kernels,which can improve the accuracy and stability of velocity building.However,the absence of prior geological information sometimes leads to the lack of geological understanding of the results.On such a basis,by introducing the preconditioned model regularization operator,a method of Gaussian beam tomography velocity building under the constraint of structure-guided filter is derived,whose key is to construct the structure-guided filter operator.In this paper,structure tensors were calculated by seismic profiles,and geological structure features were introduced by anisotropic diffusion smoothing operators as regularization constraints for inversion.This method is entirely data-driven and achieves the "soft constraint" of tomographic inversion,which not only reduces the issue of multiple solutions of inversion but also improves the inversion resolution,and hence can obtain a reasonable velocity model with geological recognition.The validity and practicability of the Gaussian beam tomography velocity building with structure-guided filtering were verified by its application to synthetics and practical data.
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Received: 03 June 2019
Published: 22 April 2020
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Gaussian beam tomography kernel function in imaging domain
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Structural tensor calculated on seismic slice (a) and section (b)
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Isotropic(a) and anisotropic(b) structural tensor operators
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The comparison of (a) before and (b) after structural-guided filtering,which can enhance the structure and fault characteristics
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Velocity model and the inverted results a—velocity model;b—initial model;c—updated velocity model by conventional Gaussian beam tomography;d—updated velocity model by Gaussian beam tomography based on structural-guided filtering
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The modelling common shot gathers
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Single trace comparison a—the location of the extracted trace in the model;b—comparison of theoretical result,conventional smoothing regularization tomography inversion result and structural-guided regularization tomography result
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Comparison of conventional Gaussian beam tomography (a) and structure-guided filter Gaussian beam tomography (b) in depth domain
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Joint quality control of velocity update (a) and residual spectrum (b)
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The CIGs before (a) and after (b) velocity update
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PSDM imaging results a—the imaging results corresponding to conventional Gausssian beam tomography;b—the imaging results corresponding to structural-guided filter Gaussian beam tomography
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[1] |
Brillatz C, Vigée L, Coléou T, et al. Getting closer to the geology contrasts by starting stratigraphic inversion with velocity models from new tomographic methods [C]//SEG Technical Program Expanded Abstracts, 2014: 4763-4767.
|
[2] |
王学军, 于宝利, 赵小辉 , 等. 油气勘探中“两宽一高”技术问题的探讨与应用[J]. 中国石油勘探, 2015,20(5):41-53.
|
[2] |
Wang X J, Yu B L, Zhao X H , et al. Development and application of “ 2W1H” technique in oil and gas exploration[J]. China Petroleum Exploration, 2015,20(5):41-53.
|
[3] |
Claerbout J F . Fundamentals of geophysical data processing[M]. London et al:Blackwell, 1985.
|
[4] |
Woodward M J . Wave-equation tomography[J]. Geophysics, 1992,57(1):15-26.
|
[5] |
Jocker J, Spetzler J, Smeulders D , et al. Validation of first-order diffraction theory for the traveltimes and amplitudes of propagating waves[J]. Geophysics, 2006,71(6):T167-T177.
|
[6] |
De Hoop M V, van Der Hilst R D . On sensitivity kernels for ‘wave-equation’ transmission tomography[J]. Geophysical Journal International, 2005,160(2):621-633.
|
[7] |
Semtchenok N M, Popov M M, Verdel A R. Gaussian beam tomography [C]//71st EAGE Conference and Exhibition Incorporating SPE EUROPEC 2009,2009.
|
[8] |
王华忠, 冯波, 王雄文 , 等. 地震波反演成像方法与技术核心问题分析[J]. 石油物探, 2015,54(2):115-125.
|
[8] |
Wang H Z, Feng B, Wang X W , et al. Analysis of seismic inversion imaging and its technical core issues[J]. Geophysical Prospecting for Petroleum, 2015,54(2):115-125.
|
[9] |
Vasco D W, Peterson Jr J E, Majer E L .Beyond ray tomography:Wavepaths and Fresnel volumes[J]. Geophysics, 1995,60(6):1790-1804.
|
[10] |
Yomogida K . Fresnel zone inversion for lateral heterogeneities in the Earth[J]. Pure and Applied Geophysics, 1992,138(3):391-406.
|
[11] |
Popov M M, Semtchenok N M, Popov P M, et al. Reverse time migration with Gaussian beams and velocity analysis applications [C]//70th EAGE Conference and Exhibition Incorporating SPE EUROPEC 2008,2008.
|
[12] |
Popov M M, Semtchenok N M, Popov P M , et al. Depth migration by the Gaussian beam summation method[J]. Geophysics, 2010,75(2):S81-S93.
|
[13] |
刘玉柱, 丁孔芸, 董良国 . 初至波走时层析成像对初始模型的依赖性[J]. 石油地球物理勘探, 2010,45(4):502-511.
|
[13] |
Liu Y Z, Ding K Y, Dong L G . The dependence of first arrival travel time tomography on initial model[J]. OGP, 2010,45(4):502-511.
|
[14] |
李辉, 王华忠, 刘守伟 . 基于高斯束的速度层析方法研究[J]. 石油物探, 2017,56(1):116-125.
|
[14] |
Li H, Wang H Z, Liu S W . A velocity tomography algorithm based on Gaussian beam[J]. Geophysical Prospecting for Petroleum, 2017,56(1):116-125.
|
[15] |
蔡杰雄, 方伍宝, 杨勤勇 . 高斯束深度偏移的实现与应用研究[J]. 石油物探, 2012,51(5):469-475.
|
[15] |
Cai J X, Fang W B, Yang Q Y . Realization and application of Gaussian beam depth migration[J]. Geophysical Prospecting for Petroleum, 2012,51(5):469-475.
|
[16] |
管文胜, 段文胜, 查明 , 等. 利用基于模型的层析速度反演进行低幅度构造成像[J]. 石油地球物理勘探, 2017,52(1):87-93.
|
[16] |
Guan W S, Duan W S, Zha M , et al. Low-relief structural imaging with model-based tomographic velocity inversion[J]. OGP, 2017,52(1):87-93.
|
[17] |
徐嘉亮, 周东红, 贺电波 , 等. 高精度深度域层析速度反演方法[J]. 石油地球物理勘探, 2018,53(4):737-744.
|
[17] |
Xu J L, Zhou D H, He D B , et al. High-precision velocity tomography inversion in the depth domain[J]. OGP, 2018,53(4):737-744.
|
[18] |
蔡杰雄, 王华忠, 陈进 , 等. 基于高斯束传播算子的成像域走时层析成像方法[J]. 地球物理学报, 2017,60(9):3539-3554.
|
[18] |
Cai J X, Wang H Z, Chen J , et al. Traveltime tomography in the image domain based on the Gaussian-beam-propagator[J]. Chinese Journal of Geophysics, 2017,60(9):3539-3554.
|
[19] |
刘玉柱, 董良国, 朱金平 . 菲涅耳体地震层析成像分辨率研究[J]. 地球物理学报, 2011,54(9):2338-2347.
|
[19] |
Liu Y Z, Dong L G, Zhu J P . Research on the seismic resolution of Fresnel volume tomography[J]. Chinese Journal of Geophysics, 2011,54(9):2338-2347.
|
[20] |
Hale D . Structure-oriented smoothing and semblance[J]. CWP Report, 2009,635:261-270.
|
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