MX2016013366A - Metodos de busqueda de linea eficientes para la inversion de campo de ondas completo de multi-parametros. - Google Patents

Metodos de busqueda de linea eficientes para la inversion de campo de ondas completo de multi-parametros.

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Publication number
MX2016013366A
MX2016013366A MX2016013366A MX2016013366A MX2016013366A MX 2016013366 A MX2016013366 A MX 2016013366A MX 2016013366 A MX2016013366 A MX 2016013366A MX 2016013366 A MX2016013366 A MX 2016013366A MX 2016013366 A MX2016013366 A MX 2016013366A
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MX
Mexico
Prior art keywords
search
search direction
pass
parameter
line search
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MX2016013366A
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English (en)
Inventor
Tang Yaxun
AYENI Gboyega
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Exxonmobil Upstream Res Co
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Application filed by Exxonmobil Upstream Res Co filed Critical Exxonmobil Upstream Res Co
Publication of MX2016013366A publication Critical patent/MX2016013366A/es

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28Processing seismic data, e.g. for interpretation or for event detection
    • G01V1/32Transforming one recording into another or one representation into another
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28Processing seismic data, e.g. for interpretation or for event detection
    • G01V1/282Application of seismic models, synthetic seismograms
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28Processing seismic data, e.g. for interpretation or for event detection
    • G01V1/30Analysis
    • G01V1/303Analysis for determining velocity profiles or travel times
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28Processing seismic data, e.g. for interpretation or for event detection
    • G01V1/30Analysis
    • G01V1/306Analysis for determining physical properties of the subsurface, e.g. impedance, porosity or attenuation profiles
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28Processing seismic data, e.g. for interpretation or for event detection
    • G01V1/36Effecting static or dynamic corrections on records, e.g. correcting spread; Correlating seismic signals; Eliminating effects of unwanted energy
    • G01V1/364Seismic filtering
    • G01V1/368Inverse filtering
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V20/00Geomodelling in general
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/11Complex mathematical operations for solving equations, e.g. nonlinear equations, general mathematical optimization problems
    • G06F17/12Simultaneous equations, e.g. systems of linear equations
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V2210/00Details of seismic processing or analysis
    • G01V2210/40Transforming data representation
    • G01V2210/42Waveform, i.e. using raw or pre-filtered trace data
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V2210/00Details of seismic processing or analysis
    • G01V2210/60Analysis
    • G01V2210/63Seismic attributes, e.g. amplitude, polarity, instant phase

Landscapes

  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Remote Sensing (AREA)
  • General Physics & Mathematics (AREA)
  • General Life Sciences & Earth Sciences (AREA)
  • Geophysics (AREA)
  • Acoustics & Sound (AREA)
  • Environmental & Geological Engineering (AREA)
  • Geology (AREA)
  • Mathematical Physics (AREA)
  • Mathematical Optimization (AREA)
  • Computational Mathematics (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Data Mining & Analysis (AREA)
  • Theoretical Computer Science (AREA)
  • Operations Research (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Algebra (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Geophysics And Detection Of Objects (AREA)
  • Image Analysis (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Measurement Of Velocity Or Position Using Acoustic Or Ultrasonic Waves (AREA)

Abstract

Método para invertir simultáneamente los datos sísmicos de campo de ondas completo para múltiples clases de parámetros de propiedad física (por ejemplo velocidad y anisotropía) al calcular el gradiente, es decir la dirección de búsqueda, de una función objetivo para cada clase de parámetros, luego al aplicar las búsquedas de línea independientes de primer paso (de preferencia exhaustivas) para cada clase de parámetro para obtener el tamaño de etapa correspondiente a lo largo de la dirección de búsqueda para cada clase de parámetro; luego sin actualizar todavía el modelo, utilizar los tamaños de etapa para definir una escalación relativa entre los gradientes de todas las clases de parámetro. Enseguida, cada dirección de búsqueda escalada se recombina para formar una nueva dirección de búsqueda, y una nueva búsqueda de línea de segundo paso se realiza a lo largo de la nueva dirección de búsqueda, y todos los parámetros se actualizan simultáneamente con el tamaño de etapa resultante. Alternativamente, a la modalidad de dos pasos alternante, precedente, el modelo se puede actualizar después de cada búsqueda de línea de primer paso y no se realiza la búsqueda de línea de segundo paso.
MX2016013366A 2014-05-09 2015-03-26 Metodos de busqueda de linea eficientes para la inversion de campo de ondas completo de multi-parametros. MX2016013366A (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201461990860P 2014-05-09 2014-05-09
PCT/US2015/022786 WO2015171215A1 (en) 2014-05-09 2015-03-26 Efficient line search methods for multi-parameter full wavefield inversion

Publications (1)

Publication Number Publication Date
MX2016013366A true MX2016013366A (es) 2017-01-26

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
MX2016013366A MX2016013366A (es) 2014-05-09 2015-03-26 Metodos de busqueda de linea eficientes para la inversion de campo de ondas completo de multi-parametros.

Country Status (10)

Country Link
US (1) US9977142B2 (es)
EP (1) EP3140675A1 (es)
KR (1) KR101915451B1 (es)
CN (1) CN106461802B (es)
AU (1) AU2015256626B2 (es)
CA (1) CA2947847C (es)
MX (1) MX2016013366A (es)
RU (1) RU2649214C1 (es)
SG (1) SG11201608175SA (es)
WO (1) WO2015171215A1 (es)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20150323689A1 (en) * 2014-05-09 2015-11-12 Yaxun Tang Efficient Line Search Methods for Multi-Parameter Full Wavefield Inversion

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10459096B2 (en) 2016-07-13 2019-10-29 Exxonmobil Upstream Research Company Joint full wavefield inversion of P-wave velocity and attenuation using an efficient first order optimization
CN107886571A (zh) * 2017-11-03 2018-04-06 中原工学院 一种利用计算机多维空间的数学建模方法
CN110361742B (zh) * 2019-06-21 2021-03-26 中国人民解放军国防科技大学 一种基于星载三频毫米波雷达的云雨微物理参数反演方法
CN113376257B (zh) * 2021-06-07 2023-03-17 北京理工大学 一种基于共轭梯度优化方法反演的多参数测量方法

Family Cites Families (219)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3812457A (en) 1969-11-17 1974-05-21 Shell Oil Co Seismic exploration method
US3864667A (en) 1970-09-11 1975-02-04 Continental Oil Co Apparatus for surface wave parameter determination
US3984805A (en) 1973-10-18 1976-10-05 Daniel Silverman Parallel operation of seismic vibrators without phase control
US4168485A (en) 1974-08-12 1979-09-18 Continental Oil Company Simultaneous use of pseudo-random control signals in vibrational exploration methods
US4675851A (en) 1982-09-09 1987-06-23 Western Geophysical Co. Method for seismic exploration
US4545039A (en) 1982-09-09 1985-10-01 Western Geophysical Co. Of America Methods for seismic exploration
US4575830A (en) 1982-10-15 1986-03-11 Schlumberger Technology Corporation Indirect shearwave determination
US4594662A (en) 1982-11-12 1986-06-10 Schlumberger Technology Corporation Diffraction tomography systems and methods with fixed detector arrays
JPS59189278A (ja) 1983-03-23 1984-10-26 橋本電機工業株式会社 ウイケツト型平板乾燥機
JPS606032A (ja) 1983-06-22 1985-01-12 Honda Motor Co Ltd 内燃エンジンの作動状態制御方法
US4924390A (en) 1985-03-04 1990-05-08 Conoco, Inc. Method for determination of earth stratum elastic parameters using seismic energy
US4715020A (en) 1986-10-29 1987-12-22 Western Atlas International, Inc. Simultaneous performance of multiple seismic vibratory surveys
FR2589587B1 (fr) 1985-10-30 1988-02-05 Inst Francais Du Petrole Procede de prospection sismique marine utilisant un signal vibratoire code et dispositif pour sa mise en oeuvre
US4707812A (en) 1985-12-09 1987-11-17 Atlantic Richfield Company Method of suppressing vibration seismic signal correlation noise
US4823326A (en) 1986-07-21 1989-04-18 The Standard Oil Company Seismic data acquisition technique having superposed signals
US4686654A (en) 1986-07-31 1987-08-11 Western Geophysical Company Of America Method for generating orthogonal sweep signals
US4766574A (en) 1987-03-31 1988-08-23 Amoco Corporation Method for depth imaging multicomponent seismic data
US4953657A (en) 1987-11-30 1990-09-04 Halliburton Geophysical Services, Inc. Time delay source coding
US4969129A (en) 1989-09-20 1990-11-06 Texaco Inc. Coding seismic sources
US4982374A (en) 1989-10-23 1991-01-01 Halliburton Geophysical Services, Inc. Method of source coding and harmonic cancellation for vibrational geophysical survey sources
GB9011836D0 (en) 1990-05-25 1990-07-18 Mason Iain M Seismic surveying
US5469062A (en) 1994-03-11 1995-11-21 Baker Hughes, Inc. Multiple depths and frequencies for simultaneous inversion of electromagnetic borehole measurements
GB2293010B (en) 1994-07-07 1998-12-09 Geco As Method of processing seismic data
US5583825A (en) 1994-09-02 1996-12-10 Exxon Production Research Company Method for deriving reservoir lithology and fluid content from pre-stack inversion of seismic data
CA2188255C (en) 1995-04-18 2003-03-25 Craig J. Beasley Method for providing uniform subsurface coverage in the presence of steep dips
US5924049A (en) 1995-04-18 1999-07-13 Western Atlas International, Inc. Methods for acquiring and processing seismic data
US5719821A (en) 1995-09-29 1998-02-17 Atlantic Richfield Company Method and apparatus for source separation of seismic vibratory signals
US5721710A (en) 1995-09-29 1998-02-24 Atlantic Richfield Company High fidelity vibratory source seismic method with source separation
US5790473A (en) 1995-11-13 1998-08-04 Mobil Oil Corporation High fidelity vibratory source seismic method for use in vertical seismic profile data gathering with a plurality of vibratory seismic energy sources
US5822269A (en) 1995-11-13 1998-10-13 Mobil Oil Corporation Method for separation of a plurality of vibratory seismic energy source signals
US5715213A (en) 1995-11-13 1998-02-03 Mobil Oil Corporation High fidelity vibratory source seismic method using a plurality of vibrator sources
US5838634A (en) 1996-04-04 1998-11-17 Exxon Production Research Company Method of generating 3-D geologic models incorporating geologic and geophysical constraints
US5798982A (en) 1996-04-29 1998-08-25 The Trustees Of Columbia University In The City Of New York Method for inverting reflection trace data from 3-D and 4-D seismic surveys and identifying subsurface fluid and pathways in and among hydrocarbon reservoirs based on impedance models
GB9612471D0 (en) 1996-06-14 1996-08-14 Geco As Method and apparatus for multiple seismic vibratory surveys
US5878372A (en) 1997-03-04 1999-03-02 Western Atlas International, Inc. Method for simultaneous inversion processing of well log data using a plurality of earth models
US6014342A (en) 1997-03-21 2000-01-11 Tomo Seis, Inc. Method of evaluating a subsurface region using gather sensitive data discrimination
US5999489A (en) 1997-03-21 1999-12-07 Tomoseis Inc. High vertical resolution crosswell seismic imaging
US5920838A (en) 1997-06-02 1999-07-06 Carnegie Mellon University Reading and pronunciation tutor
FR2765692B1 (fr) 1997-07-04 1999-09-10 Inst Francais Du Petrole Methode pour modeliser en 3d l'impedance d'un milieu heterogene
US6021379A (en) * 1997-07-29 2000-02-01 Exxon Production Research Company Method for reconstructing seismic wavefields
GB2329043B (en) 1997-09-05 2000-04-26 Geco As Method of determining the response caused by model alterations in seismic simulations
US5999488A (en) 1998-04-27 1999-12-07 Phillips Petroleum Company Method and apparatus for migration by finite differences
US6219621B1 (en) 1998-06-30 2001-04-17 Exxonmobil Upstream Research Co. Sparse hyperbolic inversion of seismic data
US6388947B1 (en) 1998-09-14 2002-05-14 Tomoseis, Inc. Multi-crosswell profile 3D imaging and method
FR2784195B1 (fr) 1998-10-01 2000-11-17 Inst Francais Du Petrole Methode pour realiser en 3d avant sommation, une migration de donnees sismiques
US6574564B2 (en) 1998-10-01 2003-06-03 Institut Francais Du Petrole 3D prestack seismic data migration method
US6225803B1 (en) 1998-10-29 2001-05-01 Baker Hughes Incorporated NMR log processing using wavelet filter and iterative inversion
US6021094A (en) 1998-12-03 2000-02-01 Sandia Corporation Method of migrating seismic records
US6754588B2 (en) 1999-01-29 2004-06-22 Platte River Associates, Inc. Method of predicting three-dimensional stratigraphy using inverse optimization techniques
WO2000048022A1 (en) 1999-02-12 2000-08-17 Schlumberger Limited Uncertainty constrained subsurface modeling
US6058073A (en) 1999-03-30 2000-05-02 Atlantic Richfield Company Elastic impedance estimation for inversion of far offset seismic sections
FR2792419B1 (fr) 1999-04-16 2001-09-07 Inst Francais Du Petrole Methode pour obtenir un modele optimal d'une caracteristique physique dans un milieu heterogene, tel que le sous-sol
GB9927395D0 (en) 1999-05-19 2000-01-19 Schlumberger Holdings Improved seismic data acquisition method
US6327537B1 (en) 1999-07-19 2001-12-04 Luc T. Ikelle Multi-shooting approach to seismic modeling and acquisition
FR2798197B1 (fr) 1999-09-02 2001-10-05 Inst Francais Du Petrole Methode pour former un modele d'une formation geologique, contraint par des donnees dynamiques et statiques
DK1746443T3 (en) 1999-10-22 2014-03-17 Fugro N V A method of calculating the elastic parameters and stone composition of subterranean formations using seismic data
US6480790B1 (en) 1999-10-29 2002-11-12 Exxonmobil Upstream Research Company Process for constructing three-dimensional geologic models having adjustable geologic interfaces
FR2800473B1 (fr) 1999-10-29 2001-11-30 Inst Francais Du Petrole Methode pour modeliser en 2d ou 3d un milieu heterogene tel que le sous-sol decrit par plusieurs parametres physiques
DE19954866A1 (de) 1999-11-15 2001-05-31 Infineon Technologies Ag Verfahren zur Behandlung einer durch Epitaxie hergestellten Oberfläche eines SiC-Halbleiterkörpers und danach hergestellten Schottkykontakt
CN1188711C (zh) 2000-01-21 2005-02-09 施鲁博格控股有限公司 用于地震波场分离的***和方法
WO2001053853A1 (en) 2000-01-21 2001-07-26 Schlumberger Holdings Limited System and method for estimating seismic material properties
US6826486B1 (en) 2000-02-11 2004-11-30 Schlumberger Technology Corporation Methods and apparatus for predicting pore and fracture pressures of a subsurface formation
FR2805051B1 (fr) 2000-02-14 2002-12-06 Geophysique Cie Gle Methode de surveillance sismique d'une zone souterraine par utilisation simultanee de plusieurs sources vibrosismiques
GB2359363B (en) 2000-02-15 2002-04-03 Geco Prakla Processing simultaneous vibratory seismic data
US6687659B1 (en) 2000-03-24 2004-02-03 Conocophillips Company Method and apparatus for absorbing boundary conditions in numerical finite-difference acoustic applications
US6317695B1 (en) 2000-03-30 2001-11-13 Nutec Sciences, Inc. Seismic data processing method
EP1327162A2 (en) 2000-10-17 2003-07-16 WesternGeco, L.L.C. Method of using cascaded sweeps for source coding and harmonic cancellation
AU2002239619A1 (en) 2000-12-08 2002-06-18 Peter J. Ortoleva Methods for modeling multi-dimensional domains using information theory to resolve gaps in data and in theories
FR2818753B1 (fr) 2000-12-21 2003-03-21 Inst Francais Du Petrole Methode et dispositif de prospection sismique par emission simultanee de signaux sismisques obtenus en codant un signal par des sequences pseudo aleatoires
FR2821677B1 (fr) 2001-03-05 2004-04-30 Geophysique Cie Gle Perfectionnements aux procedes d'inversion tomographique d'evenements pointes sur les donnees sismiques migrees
US6751558B2 (en) 2001-03-13 2004-06-15 Conoco Inc. Method and process for prediction of subsurface fluid and rock pressures in the earth
US6927698B2 (en) 2001-08-27 2005-08-09 Larry G. Stolarczyk Shuttle-in receiver for radio-imaging underground geologic structures
US6545944B2 (en) 2001-05-30 2003-04-08 Westerngeco L.L.C. Method for acquiring and processing of data from two or more simultaneously fired sources
US6882958B2 (en) 2001-06-28 2005-04-19 National Instruments Corporation System and method for curve fitting using randomized techniques
GB2379013B (en) 2001-08-07 2005-04-20 Abb Offshore Systems Ltd Microseismic signal processing
US6593746B2 (en) 2001-08-27 2003-07-15 Larry G. Stolarczyk Method and system for radio-imaging underground geologic structures
US7672824B2 (en) 2001-12-10 2010-03-02 Westerngeco L.L.C. Method for shallow water flow detection
US7069149B2 (en) 2001-12-14 2006-06-27 Chevron U.S.A. Inc. Process for interpreting faults from a fault-enhanced 3-dimensional seismic attribute volume
US7330799B2 (en) 2001-12-21 2008-02-12 Société de commercialisation des produits de la recherche appliquée-Socpra Sciences et Génie s.e.c. Method and algorithm for using surface waves
US6842701B2 (en) 2002-02-25 2005-01-11 Westerngeco L.L.C. Method of noise removal for cascaded sweep data
GB2387226C (en) 2002-04-06 2008-05-12 Westerngeco Ltd A method of seismic surveying
FR2839368B1 (fr) 2002-05-06 2004-10-01 Total Fina Elf S A Methode de decimation de traces sismiques pilotee par le trajet sismique
US6832159B2 (en) 2002-07-11 2004-12-14 Schlumberger Technology Corporation Intelligent diagnosis of environmental influence on well logs with model-based inversion
US6906981B2 (en) 2002-07-17 2005-06-14 Pgs Americas, Inc. Method and system for acquiring marine seismic data using multiple seismic sources
FR2843202B1 (fr) 2002-08-05 2004-09-10 Inst Francais Du Petrole Methode pour former un modele representatif de la distribution d'une grandeur physique dans une zone souterraine, affranchi de l'effet de bruits correles entachant des donnees d'exploration
US6832155B2 (en) 2002-09-23 2004-12-14 Itt Manufacturing Enterprises, Inc. Methods and apparatus for determining phase ambiguities in ranging and navigation systems
WO2004034088A2 (en) 2002-10-04 2004-04-22 Paradigm Geophysical Corporation Method and system for limited frequency seismic imaging
GB2396448B (en) 2002-12-21 2005-03-02 Schlumberger Holdings System and method for representing and processing and modeling subterranean surfaces
US7027927B2 (en) 2002-12-23 2006-04-11 Schlumberger Technology Corporation Methods for determining formation and borehole parameters using fresnel volume tomography
US6735527B1 (en) 2003-02-26 2004-05-11 Landmark Graphics Corporation 3-D prestack/poststack multiple prediction
US6999880B2 (en) 2003-03-18 2006-02-14 The Regents Of The University Of California Source-independent full waveform inversion of seismic data
US7184367B2 (en) 2003-03-27 2007-02-27 Exxonmobil Upstream Research Company Method to convert seismic traces into petrophysical property logs
US7072767B2 (en) * 2003-04-01 2006-07-04 Conocophillips Company Simultaneous inversion for source wavelet and AVO parameters from prestack seismic data
ATE535826T1 (de) 2003-04-01 2011-12-15 Exxonmobil Upstream Res Co Geformte hochfrequenz-vibrationsquelle
NO322089B1 (no) 2003-04-09 2006-08-14 Norsar V Daglig Leder Fremgangsmate for simulering av lokale prestakk dypmigrerte seismiske bilder
GB2400438B (en) 2003-04-11 2005-06-01 Westerngeco Ltd Determination of waveguide parameters
US6970397B2 (en) 2003-07-09 2005-11-29 Gas Technology Institute Determination of fluid properties of earth formations using stochastic inversion
US6882938B2 (en) 2003-07-30 2005-04-19 Pgs Americas, Inc. Method for separating seismic signals from two or more distinct sources
GB2405473B (en) 2003-08-23 2005-10-05 Westerngeco Ltd Multiple attenuation method
US6944546B2 (en) 2003-10-01 2005-09-13 Halliburton Energy Services, Inc. Method and apparatus for inversion processing of well logging data in a selected pattern space
US6901333B2 (en) 2003-10-27 2005-05-31 Fugro N.V. Method and device for the generation and application of anisotropic elastic parameters
US7046581B2 (en) 2003-12-01 2006-05-16 Shell Oil Company Well-to-well tomography
US20050128874A1 (en) 2003-12-15 2005-06-16 Chevron U.S.A. Inc. Methods for acquiring and processing seismic data from quasi-simultaneously activated translating energy sources
US7359283B2 (en) 2004-03-03 2008-04-15 Pgs Americas, Inc. System for combining signals of pressure sensors and particle motion sensors in marine seismic streamers
US7791980B2 (en) 2004-05-21 2010-09-07 Westerngeco L.L.C. Interpolation and extrapolation method for seismic recordings
FR2872584B1 (fr) 2004-06-30 2006-08-11 Inst Francais Du Petrole Methode pour simuler le depot sedimentaire dans un bassin respectant les epaisseurs des sequences sedimentaires
EP1617309B1 (en) 2004-07-15 2011-01-12 Fujitsu Limited Simulation technique with local grid refinement
US7646924B2 (en) 2004-08-09 2010-01-12 David Leigh Donoho Method and apparatus for compressed sensing
US7480206B2 (en) 2004-09-13 2009-01-20 Chevron U.S.A. Inc. Methods for earth modeling and seismic imaging using interactive and selective updating
FR2876458B1 (fr) 2004-10-08 2007-01-19 Geophysique Cie Gle Perfectionnement aux traitements sismiques pour la suppression des reflexions multiples
GB2422433B (en) 2004-12-21 2008-03-19 Sondex Wireline Ltd Method and apparatus for determining the permeability of earth formations
US7373251B2 (en) 2004-12-22 2008-05-13 Marathon Oil Company Method for predicting quantitative values of a rock or fluid property in a reservoir using seismic data
US7230879B2 (en) 2005-02-12 2007-06-12 Chevron U.S.A. Inc. Method and apparatus for true relative amplitude correction of seismic data for normal moveout stretch effects
EP1859301B1 (en) 2005-02-22 2013-07-17 Paradigm Geophysical Ltd. Multiple suppression in angle domain time and depth migration
US7840625B2 (en) 2005-04-07 2010-11-23 California Institute Of Technology Methods for performing fast discrete curvelet transforms of data
US7271747B2 (en) 2005-05-10 2007-09-18 Rice University Method and apparatus for distributed compressed sensing
US7405997B2 (en) 2005-08-11 2008-07-29 Conocophillips Company Method of accounting for wavelet stretch in seismic data
US20090164756A1 (en) 2005-10-18 2009-06-25 Tor Dokken Geological Response Data Imaging With Stream Processors
AU2006235820B2 (en) 2005-11-04 2008-10-23 Westerngeco Seismic Holdings Limited 3D pre-stack full waveform inversion
FR2895091B1 (fr) 2005-12-21 2008-02-22 Inst Francais Du Petrole Methode pour mettre a jour un modele geologique par des donnees sismiques
GB2436626B (en) 2006-03-28 2008-08-06 Westerngeco Seismic Holdings Method of evaluating the interaction between a wavefield and a solid body
US7620534B2 (en) 2006-04-28 2009-11-17 Saudi Aramco Sound enabling computerized system for real time reservoir model calibration using field surveillance data
US20070274155A1 (en) 2006-05-25 2007-11-29 Ikelle Luc T Coding and Decoding: Seismic Data Modeling, Acquisition and Processing
US7725266B2 (en) * 2006-05-31 2010-05-25 Bp Corporation North America Inc. System and method for 3D frequency domain waveform inversion based on 3D time-domain forward modeling
US7599798B2 (en) 2006-09-11 2009-10-06 Westerngeco L.L.C. Migrating composite seismic response data to produce a representation of a seismic volume
BRPI0716853A2 (pt) 2006-09-28 2013-10-01 Exxonmobil Upstream Res Co mÉtodos para determinar um modelo de propriedades fÍsicas para uma regiço de subsuperfÍcie, e para produzir hidrocarbonetes a partir de uma regiço de subsuperfÍcie
AU2007330350A1 (en) 2006-12-07 2008-06-12 Council Of Scientific & Industrial Research A method for computing an exact impulse response of a plane acoustic reflector at zero offset due to a point acoustic source
ATE543109T1 (de) 2007-01-20 2012-02-15 Spectraseis Ag Zeitumkehr-reservoir-lokalisierung
WO2008123920A1 (en) 2007-04-10 2008-10-16 Exxonmobil Upstream Research Company Separation and noise removal for multiple vibratory source seismic data
US7715986B2 (en) 2007-05-22 2010-05-11 Chevron U.S.A. Inc. Method for identifying and removing multiples for imaging with beams
US7974824B2 (en) 2007-06-29 2011-07-05 Westerngeco L. L. C. Seismic inversion of data containing surface-related multiples
JP2009063942A (ja) 2007-09-10 2009-03-26 Sumitomo Electric Ind Ltd 遠赤外線カメラ用レンズ、レンズユニット及び撮像装置
US20090070042A1 (en) 2007-09-11 2009-03-12 Richard Birchwood Joint inversion of borehole acoustic radial profiles for in situ stresses as well as third-order nonlinear dynamic moduli, linear dynamic elastic moduli, and static elastic moduli in an isotropically stressed reference state
US20090083006A1 (en) 2007-09-20 2009-03-26 Randall Mackie Methods and apparatus for three-dimensional inversion of electromagnetic data
WO2009067041A1 (en) 2007-11-19 2009-05-28 Steklov Mathematical Institute Ras Method and system for evaluating the characteristic properties of two contacting media and of the interface between them based on mixed surface waves propagating along the interface
US7732381B2 (en) 2007-11-30 2010-06-08 Schlumberger Technology Corporation Conductive cement formulation and application for use in wells
US20090164186A1 (en) 2007-12-20 2009-06-25 Bhp Billiton Innovation Pty Ltd. Method for determining improved estimates of properties of a model
EP2238474A4 (en) 2008-01-08 2018-06-20 Exxonmobil Upstream Research Company Spectral shaping inversion and migration of seismic data
US8577660B2 (en) 2008-01-23 2013-11-05 Schlumberger Technology Corporation Three-dimensional mechanical earth modeling
WO2009117174A1 (en) 2008-03-21 2009-09-24 Exxonmobil Upstream Research Company An efficient method for inversion of geophysical data
EP2105765A1 (en) 2008-03-28 2009-09-30 Schlumberger Holdings Limited Simultaneous inversion of induction data for dielectric permittivity and electric conductivity
CA2712439C (en) 2008-03-28 2016-07-26 Exxonmobil Upstream Research Company Characterizing spatial variablility of surface waves in seismic processing
US8275592B2 (en) 2008-04-07 2012-09-25 Westerngeco L.L.C. Joint inversion of time domain controlled source electromagnetic (TD-CSEM) data and further data
US8494777B2 (en) * 2008-04-09 2013-07-23 Schlumberger Technology Corporation Continuous microseismic mapping for real-time 3D event detection and location
US8345510B2 (en) 2008-06-02 2013-01-01 Pgs Geophysical As Method for aquiring and processing marine seismic data to extract and constructively use the up-going and down-going wave-fields emitted by the source(s)
WO2010019070A1 (en) 2008-08-14 2010-02-18 Schlumberger Canada Limited Method and a system for monitoring a logging tool position in a borehole
CA2731985C (en) 2008-08-15 2016-10-25 Bp Corporation North America Inc. Method for separating independent simultaneous sources
US8559270B2 (en) 2008-08-15 2013-10-15 Bp Corporation North America Inc. Method for separating independent simultaneous sources
US20100054082A1 (en) 2008-08-29 2010-03-04 Acceleware Corp. Reverse-time depth migration with reduced memory requirements
US8296069B2 (en) 2008-10-06 2012-10-23 Bp Corporation North America Inc. Pseudo-analytical method for the solution of wave equations
US7616523B1 (en) 2008-10-22 2009-11-10 Pgs Geophysical As Method for combining pressure and motion seismic signals from streamers where sensors are not at a common depth
US9213119B2 (en) 2008-10-29 2015-12-15 Conocophillips Company Marine seismic acquisition
US20100118651A1 (en) 2008-11-10 2010-05-13 Chevron U.S.A. Inc. Method for generation of images related to a subsurface region of interest
US20100142316A1 (en) 2008-12-07 2010-06-10 Henk Keers Using waveform inversion to determine properties of a subsurface medium
US8095345B2 (en) 2009-01-20 2012-01-10 Chevron U.S.A. Inc Stochastic inversion of geophysical data for estimating earth model parameters
WO2010085822A2 (en) 2009-01-26 2010-07-29 Shotspotter, Inc. Systems and methods with improved three-dimensional source location processing including constraint of location solutions to a two-dimensional plane
US9052410B2 (en) 2009-02-12 2015-06-09 Conocophillips Company Multiple seismic signal inversion
US20110299361A1 (en) 2009-02-17 2011-12-08 Changsoo Shin Apparatus and method for imaging subsurface structure
US9110191B2 (en) 2009-03-30 2015-08-18 Westerngeco L.L.C. Multiple attenuation for ocean-bottom seismic data
US8547794B2 (en) 2009-04-16 2013-10-01 Baker Hughes Incorporated Extending the coverage of VSP/CDP imaging by using first-order downgoing multiples
US9075163B2 (en) 2009-04-17 2015-07-07 Westerngeco L.L.C. Interferometric seismic data processing
US7856528B1 (en) 2009-08-11 2010-12-21 Texas Memory Systems, Inc. Method and apparatus for protecting data using variable size page stripes in a FLASH-based storage system
US20110044127A1 (en) 2009-08-19 2011-02-24 Clement Kostov Removing free-surface effects from seismic data acquired in a towed survey
US8923093B2 (en) 2009-08-25 2014-12-30 Westerngeco L.L.C. Determining the quality of a seismic inversion
CA2767757A1 (en) 2009-09-09 2011-03-17 Conocophillips Company Dip guided full waveform inversion
US9360583B2 (en) 2009-10-01 2016-06-07 Halliburton Energy Services, Inc. Apparatus and methods of locating downhole anomalies
US9244181B2 (en) 2009-10-19 2016-01-26 Westerngeco L.L.C. Full-waveform inversion in the traveltime domain
GB2490051B (en) 2009-12-07 2015-04-01 Geco Technology Bv Simultaneous joint inversion of surface wave and refraction data
FR2955396B1 (fr) 2010-01-15 2013-03-01 Cggveritas Services Sa Dispositif de traitement de donnees sismiques marines
WO2011091216A2 (en) 2010-01-22 2011-07-28 Schlumberger Canada Limited Real-time formation anisotropy and dip evaluation using tri-axial induction measurements
CA2787693A1 (en) 2010-01-25 2011-07-28 CGGVeritas Services (U.S.) Inc. Methods and systems for estimating stress using seismic data
US20130098608A1 (en) 2010-01-29 2013-04-25 Robert Barnum Temporary field storage of gas to optimize field development
US8265875B2 (en) 2010-01-29 2012-09-11 Westerngeco L.L.C. Interpolation of periodic data
US8537638B2 (en) * 2010-02-10 2013-09-17 Exxonmobil Upstream Research Company Methods for subsurface parameter estimation in full wavefield inversion and reverse-time migration
MX2012010473A (es) 2010-03-12 2012-11-30 Cggveritas Services Inc Metodos y sistemas para realizar inversion elastica simultanea azimutal.
US8680865B2 (en) 2010-03-19 2014-03-25 Schlumberger Technology Corporation Single well reservoir imaging apparatus and methods
US20110235464A1 (en) 2010-03-24 2011-09-29 John Brittan Method of imaging the earth's subsurface during marine seismic data acquisition
US8223587B2 (en) * 2010-03-29 2012-07-17 Exxonmobil Upstream Research Company Full wavefield inversion using time varying filters
US9176244B2 (en) 2010-03-31 2015-11-03 Schlumberger Technology Corporation Data set inversion using source-receiver compression
US8576663B2 (en) 2010-04-30 2013-11-05 Schlumberger Technology Corporation Multicomponent seismic inversion of VSP data
KR101167715B1 (ko) * 2010-04-30 2012-07-20 서울대학교산학협력단 복소 구배 최소자승법에의한 파형 역산을 이용한 지하 구조의 영상화 장치 및 방법
US8694299B2 (en) 2010-05-07 2014-04-08 Exxonmobil Upstream Research Company Artifact reduction in iterative inversion of geophysical data
US8756042B2 (en) 2010-05-19 2014-06-17 Exxonmobile Upstream Research Company Method and system for checkpointing during simulations
US9061485B2 (en) 2010-06-15 2015-06-23 Denki Kagaku Kogyo Kabushiki Kaisha Method of manufacturing translucent rigid substrate laminate
US20110320180A1 (en) 2010-06-29 2011-12-29 Al-Saleh Saleh M Migration Velocity Analysis of Seismic Data Using Common Image Cube and Green's Functions
US8612188B2 (en) 2010-07-12 2013-12-17 The University Of Manchester Wave modelling
EP2606452A4 (en) 2010-08-16 2017-08-16 Exxonmobil Upstream Research Company Reducing the dimensionality of the joint inversion problem
US20120051176A1 (en) 2010-08-31 2012-03-01 Chevron U.S.A. Inc. Reverse time migration back-scattering noise removal using decomposed wavefield directivity
US8781748B2 (en) 2010-09-20 2014-07-15 Chevron U.S.A. Inc. System and method for generating images of subsurface structures
AU2011312800B2 (en) * 2010-09-27 2014-10-16 Exxonmobil Upstream Research Company Simultaneous source encoding and source separation as a practical solution for full wavefield inversion
US8437998B2 (en) * 2010-09-27 2013-05-07 Exxonmobil Upstream Research Company Hybrid method for full waveform inversion using simultaneous and sequential source method
AU2011310635B2 (en) 2010-09-28 2014-09-18 Shell Internationale Research Maatschappij B.V. Earth model estimation through an acoustic Full Waveform Inversion of seismic data
KR101797451B1 (ko) * 2010-12-01 2017-11-14 엑손모빌 업스트림 리서치 캄파니 상호상관 목적 함수를 통한 해양 스트리머 데이터에 대한 동시 소스 반전
US9134442B2 (en) 2010-12-16 2015-09-15 Bp Corporation North America Inc. Seismic acquisition using narrowband seismic sources
US9702994B2 (en) 2011-02-18 2017-07-11 Westerngeco L.L.C. Waveform inversion by multiple shot-encoding for non-fixed spread geometries
SG193232A1 (en) 2011-03-30 2013-10-30 Exxonmobil Upstream Res Co Convergence rate of full wavefield inversion using spectral shaping
US20120275267A1 (en) 2011-04-26 2012-11-01 Ramesh Neelamani Seismic Data Processing
EP2707757B1 (en) 2011-05-13 2016-08-10 Saudi Arabian Oil Company Couple time-distance dependent swept frequency source acquisition design and data de-noising
US9075159B2 (en) * 2011-06-08 2015-07-07 Chevron U.S.A., Inc. System and method for seismic data inversion
US20120316790A1 (en) * 2011-06-08 2012-12-13 Chevron U.S.A. Inc. System and method for data inversion with phase extrapolation
US20120316791A1 (en) 2011-06-08 2012-12-13 Chevron U.S.A. Inc. System and method for seismic data inversion by non-linear model update
US20120316844A1 (en) * 2011-06-08 2012-12-13 Chevron U.S.A. Inc. System and method for data inversion with phase unwrapping
WO2013032573A2 (en) * 2011-09-02 2013-03-07 Exxonmobil Upstream Research Company Using projection onto convex sets to constrain full-wavefield inversion
US9176930B2 (en) * 2011-11-29 2015-11-03 Exxonmobil Upstream Research Company Methods for approximating hessian times vector operation in full wavefield inversion
EP2823335A4 (en) 2012-03-08 2016-01-13 Exxonmobil Upstream Res Co ORTHOGONAL SOURCE AND RECEIVER CODING
US9435905B2 (en) 2012-04-19 2016-09-06 Cgg Services Sa Premigration deghosting of seismic data with a bootstrap technique
US9541661B2 (en) 2012-04-19 2017-01-10 Cgg Services Sa Device and method for deghosting variable depth streamer data
US20130311149A1 (en) * 2012-05-17 2013-11-21 Yaxun Tang Tomographically Enhanced Full Wavefield Inversion
US9348050B2 (en) * 2012-05-23 2016-05-24 Exxonmobil Upstream Research Company Near-surface noise prediction and removal for data recorded with simultaneous seismic sources
CN103713315B (zh) * 2012-09-28 2016-07-06 中国石油化工股份有限公司 一种地震各向异性参数全波形反演方法及装置
US20140200816A1 (en) * 2013-01-14 2014-07-17 Westerngeco L.L.C. Seismic data processing
CN103091711B (zh) * 2013-01-24 2015-09-23 中国石油天然气集团公司 基于时间域一阶弹性波动方程的全波形反演方法及装置
MX346526B (es) 2013-05-24 2017-03-23 Exxonmobil Upstream Res Co Inversión multi-parámetro a través de fwi elástica dependiente de compensación.
US10459117B2 (en) * 2013-06-03 2019-10-29 Exxonmobil Upstream Research Company Extended subspace method for cross-talk mitigation in multi-parameter inversion
US20140372043A1 (en) * 2013-06-17 2014-12-18 Wenyi Hu Full Waveform Inversion Using Perfectly Reflectionless Subgridding
US10739478B2 (en) * 2013-11-12 2020-08-11 Westerngeco L.L.C. Seismic data processing
US20150185345A1 (en) * 2013-12-31 2015-07-02 Chevron U.S.A. Inc. System and method for seismic imaging of a complex subsurface
CN106461802B (zh) * 2014-05-09 2019-05-31 埃克森美孚上游研究公司 用于多参数全波场反演的有效的线性搜索方法
EP3209859B1 (en) * 2014-10-24 2021-04-28 Schlumberger Technology B.V. Travel-time objective function for full waveform inversion

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20150323689A1 (en) * 2014-05-09 2015-11-12 Yaxun Tang Efficient Line Search Methods for Multi-Parameter Full Wavefield Inversion
US9977142B2 (en) * 2014-05-09 2018-05-22 Exxonmobil Upstream Research Company Efficient line search methods for multi-parameter full wavefield inversion

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