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      완전파형역산결과를 구조적 제약 조건으로 이용한 고해상도 전자탐사 복합역산 알고리듬 개발 = Joint Electromagnetic Inversion with Structure Constraints Using Full-waveform Inversion Result

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      https://www.riss.kr/link?id=A100238082

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      다국어 초록 (Multilingual Abstract)

      Compared with the separated inversion of electromagnetic (EM) and seismic data, a joint inversion using bothEM and seismic data reduces the uncertainty and gives the opportunity to use the advantage of each data. Seismic fullwaveforminversion allows v...

      Compared with the separated inversion of electromagnetic (EM) and seismic data, a joint inversion using bothEM and seismic data reduces the uncertainty and gives the opportunity to use the advantage of each data. Seismic fullwaveforminversion allows velocity information with high resolution in complicated subsurface. However, it is an indirectsurvey which finds the structure containing oil and gas. On the other hand, marine controlled-source EM (mCSEM)inversion can directly indicate the oil and gas using different EM properties of hydrocarbon with marine sediments andcap rocks whereas it has poor resolution than seismic method. In this paper, we have developed a joint EM inversionalgorithm using a cross-gradient technique. P-wave velocity structure obtained by full-waveform inversion using planewave encoding is used as structure constraints to calculate the cross-gradient term in the joint inversion. When the jointinversionalgorithm is applied to the synthetic data which are simulated for subsea reservoir exploration, images havebeen significantly improved over those obtained from separate EM inversion. The results indicate that the developed jointinversion scheme can be applied for detecting reservoir and calculating the accurate oil and gas reserves.

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      참고문헌 (Reference)

      1 김희준, "해양전자탐사 모델링을 위한 1차장 계산법" 한국지구물리.물리탐사학회 14 (14): 185-190, 2011

      2 한누리, "유한차분법에 기초한 인공송신원 해양전자탐사 모델링" 한국지구물리.물리탐사학회 15 (15): 66-74, 2012

      3 하완수, "암염돔 하부 구조의 구조보정 영상 개선을 위한 파형역산 기법 연구" 한국지구물리.물리탐사학회 11 (11): 177-183, 2008

      4 손우현, "스트리머 방식 탐사 자료의 동시 송신원 전파형 역산을 위한 Global correlation 기반 목적함수 최적화 연구" 한국지구물리.물리탐사학회 15 (15): 129-135, 2012

      5 노규보, "가스 하이드레이트 부존양상 도출을 위한 해양 전자탐사 자료의 겉보기 비저항 계산" 한국지구물리.물리탐사학회 15 (15): 75-84, 2012

      6 Doetsch, J., "Zonation for 3D aquifer characterization based on joint inversions of multimethod crosshole geophysical data" 75 : G53-G64, 2010

      7 Shin, C., "Waveform inversion using a logarithmic wavefield" 71 : R31-R42, 2006

      8 Moorkamp, M., "Verification of velocity-resistivity relationships derived from structural joint inversion with borehole data" 40 : 3596-3601, 2013

      9 Abubakar, A., "Towards nonlinear inversion for characterization of timelapse phenomena through numerical modelling" 51 : 285-293, 2003

      10 Lailly P., "The seismic inverse problem as a sequence of before stack migrations" 206-220, 1983

      1 김희준, "해양전자탐사 모델링을 위한 1차장 계산법" 한국지구물리.물리탐사학회 14 (14): 185-190, 2011

      2 한누리, "유한차분법에 기초한 인공송신원 해양전자탐사 모델링" 한국지구물리.물리탐사학회 15 (15): 66-74, 2012

      3 하완수, "암염돔 하부 구조의 구조보정 영상 개선을 위한 파형역산 기법 연구" 한국지구물리.물리탐사학회 11 (11): 177-183, 2008

      4 손우현, "스트리머 방식 탐사 자료의 동시 송신원 전파형 역산을 위한 Global correlation 기반 목적함수 최적화 연구" 한국지구물리.물리탐사학회 15 (15): 129-135, 2012

      5 노규보, "가스 하이드레이트 부존양상 도출을 위한 해양 전자탐사 자료의 겉보기 비저항 계산" 한국지구물리.물리탐사학회 15 (15): 75-84, 2012

      6 Doetsch, J., "Zonation for 3D aquifer characterization based on joint inversions of multimethod crosshole geophysical data" 75 : G53-G64, 2010

      7 Shin, C., "Waveform inversion using a logarithmic wavefield" 71 : R31-R42, 2006

      8 Moorkamp, M., "Verification of velocity-resistivity relationships derived from structural joint inversion with borehole data" 40 : 3596-3601, 2013

      9 Abubakar, A., "Towards nonlinear inversion for characterization of timelapse phenomena through numerical modelling" 51 : 285-293, 2003

      10 Lailly P., "The seismic inverse problem as a sequence of before stack migrations" 206-220, 1983

      11 Archie, G. E., "The electrical resistivity log as an aid in determining some reservoir characteristics" 146 : 54-62, 1942

      12 Constable, S., "Ten years of marine CSEM for hydrocarbon exploration" 75 : 75A67-75A81, 2010

      13 Colombo, D., "Sub?basalt depth imaging using simultaneous joint inversion of seismic and electromagnetic (MT) data: A CRB field study" 2674-2678, 2008

      14 Lee, K. H., "Source-independent fullwaveform inversion of seismic data" 68 : 2010-2015, 2003

      15 Hu, W., "Simultaneous multifrequency inversion of full-waveform seismic data" 74 : R1-R14, 2009

      16 이기하, "Sensitivity analysis of marine controlled-source electromagnetic methods to a shallow gas-hydrate layer with 1D forward modeling" 한국지질과학협의회 15 (15): 297-303, 2011

      17 Kaputerko, A., "Sensitivity analysis of marine CSEM surveys" 609-613, 2007

      18 Huber, P. J., "Robust statistics" John Wiley & Sons 1981

      19 Holland, P. W., "Robust regression using iteratively reweighted least-squares" 6 : 813-827, 1977

      20 Scales, J. A., "Robust methods in inverse theory" 4 : 1071-1091, 1988

      21 Ji, J., "Robust inversion using biweight norm and its application to seismic inversion" 43 : 70-76, 2012

      22 Gallardo, L. A., "Robust geophysical integration through structure-coupled joint inversion and multispectral fusion of seismic reflection, magnetotelluric, magnetic, and gravity images: Example from Santos Basin offshore Brazil" 77 : B237-B251, 2012

      23 Kwon, T., "Robust full waveform inversion with normalized plane-wave data" 2014

      24 van den Berg, P. M., "Multiplicative regularization for contrast profile inversion" 38 : 23.1-23.10, 2003

      25 Kim, H. J., "Lower and upper bounding constraint of model parameters in inversion of geophysical data" 692-696, 2008

      26 Tryggvason, A., "Local earthquake (LE) tomography with joint inversion for P- and S-wave velocities using structural constraints" 33 : L07303-, 2006

      27 Gallardo, L. A., "Joint two-dimensional cross-gradient imaging of magnetotelluric and seismic travelime data for structural and lithological classification" 169 : 1261-1272, 2007

      28 Gao, G., "Joint petrophysical inversion of electromagnetic and full-waveform seismic data" 77 : WA3-WA18, 2012

      29 Hu, W., "Joint electromagnetic and seismic inversion using structural constraints" 74 : R99-R109, 2009

      30 Gao, G., "Joint Inversion of Crosswell Electromagnetic and Seismic Data for Reservoir Petrophysical Parameters" 2010

      31 Daubechies, I., "Iteratively reweighted least squares minimization for sparse recovery" 63 : 1-38, 2010

      32 Tarantola A., "Inversion of seismic reflection data in the acoustic approximation" 49 : 1259-1266, 1984

      33 Pratt, R. G., "Inverse theory applied to multi-source cross-hole tomography. Part 1: Acoustic waveequation method" 38 : 287-310, 1990

      34 Kim, H. J., "High-frequency electromagnetic inversion for a dispersive layered earth" 49 : 1439-1450, 1997

      35 Menke W., "Geophysical Data Analysis: Discrete Inverse Theory" Academic Press Inc 1984

      36 Tao, Y., "Frequency-domain full waveform inversion with plane-wave data" 78 : R13-R23, 2013

      37 Krebs, J. R., "Fast full-wavefield seismic inversion using encoded sources" 74 : WCC177-WCC188, 2009

      38 Yi, M. J., "Enhancing the resolving power of least-squares inversion with active constraint balancing" 68 : 931-941, 2003

      39 Waxman, M. H., "Electrical conductivities in oilbearing shaly sands" 8 : 107-122, 1968

      40 Sirgue, L., "Efficient waveform inversion and imaging: A strategy for selecting temporal frequencies" 69 : 231-248, 2004

      41 Ha, W., "Efficient Laplace-domain full waveform inversion using a cyclic shot subsampling method" 78 : R37-R46, 2013

      42 Hoversten, G. M., "Direct reservoir parameter estimation using joint inversion ofmarine seismicAVAand CSEM data" 71 : C1-C13, 2006

      43 Harris, P., "Determination of reservoir properties from the integration of CSEM, seismic, and welllog data" 25 : 53-59, 2006

      44 van den Berg, P. M., "Contrast source inversion method: State of art" 34 : 189-218, 2001

      45 Gallardo, L. A., "Characterization of heterogeneous near-surface materials by joint 2D inversion of dc resistivity and seismic data" 30 : 2003

      46 Virieux, J., "An overview of full-waveform inversion in exploration geophysics" 74 : WCC1-WCC26, 2009

      47 Ben-Hadj-Ali, H., "An efficient frequency-domain full waveform inversion method using simultaneous encoded sources" 76 : R109-R124, 2011

      48 Drufuca, G., "Ambiguities in AVO inversion of reflections from a gas-sand" 60 : 134-141, 1995

      49 Joo, Y., "Acoustic full-waveform inversion of surface seismic data using the Gauss-Newton method with active constraint balancing" 61 : 166-182, 2013

      50 Um, E., "A strategy for coupled 3D imaging of large-scale seismic and electromagnetic data sets: Application to subsalt imaging" 79 : ID1-ID13, 2014

      51 Kang, S., "A feasibility study of CO2 sequestration monitoring using the mCSEM method at a deep brine aquifer in a shallow sea," 77 : E117-E126, 2012

      52 Chung, W., "2D elastic waveform inversion in the Laplace domain" 100 : 3239-3249, 2010

      53 Abubakar, A., "2.5D forward and inversion modeling for interpreting low-frequency electromagnetic measurements" 73 : F165-F177, 2008

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