NO326121B1 - Fremgangsmate for stoyfiltrering av seismiske data - Google Patents
Fremgangsmate for stoyfiltrering av seismiske data Download PDFInfo
- Publication number
- NO326121B1 NO326121B1 NO19983149A NO983149A NO326121B1 NO 326121 B1 NO326121 B1 NO 326121B1 NO 19983149 A NO19983149 A NO 19983149A NO 983149 A NO983149 A NO 983149A NO 326121 B1 NO326121 B1 NO 326121B1
- Authority
- NO
- Norway
- Prior art keywords
- noise
- stated
- seismic
- signal
- procedure
- Prior art date
Links
- 238000000034 method Methods 0.000 title claims description 121
- 238000001914 filtration Methods 0.000 title claims description 44
- 230000003044 adaptive effect Effects 0.000 claims description 45
- 230000004069 differentiation Effects 0.000 claims description 15
- 230000010287 polarization Effects 0.000 claims description 15
- 238000005457 optimization Methods 0.000 claims description 12
- 238000012897 Levenberg–Marquardt algorithm Methods 0.000 claims description 4
- 230000015572 biosynthetic process Effects 0.000 claims description 3
- 230000007704 transition Effects 0.000 claims description 2
- 238000005096 rolling process Methods 0.000 description 23
- 230000033001 locomotion Effects 0.000 description 19
- 230000000694 effects Effects 0.000 description 14
- 238000012545 processing Methods 0.000 description 11
- 239000011159 matrix material Substances 0.000 description 10
- 238000005070 sampling Methods 0.000 description 10
- 238000000354 decomposition reaction Methods 0.000 description 9
- 230000001427 coherent effect Effects 0.000 description 8
- 238000004422 calculation algorithm Methods 0.000 description 7
- 230000002123 temporal effect Effects 0.000 description 6
- 230000008569 process Effects 0.000 description 5
- 230000009467 reduction Effects 0.000 description 5
- 230000001629 suppression Effects 0.000 description 5
- 238000003491 array Methods 0.000 description 4
- 238000004364 calculation method Methods 0.000 description 4
- 230000003111 delayed effect Effects 0.000 description 4
- 239000002243 precursor Substances 0.000 description 4
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 4
- 238000005311 autocorrelation function Methods 0.000 description 3
- 230000008901 benefit Effects 0.000 description 3
- 230000003313 weakening effect Effects 0.000 description 3
- 238000004458 analytical method Methods 0.000 description 2
- 230000002238 attenuated effect Effects 0.000 description 2
- 238000006243 chemical reaction Methods 0.000 description 2
- 238000011109 contamination Methods 0.000 description 2
- 230000001934 delay Effects 0.000 description 2
- 239000006185 dispersion Substances 0.000 description 2
- 238000005553 drilling Methods 0.000 description 2
- 238000005755 formation reaction Methods 0.000 description 2
- 238000009499 grossing Methods 0.000 description 2
- 238000011835 investigation Methods 0.000 description 2
- 230000004044 response Effects 0.000 description 2
- 238000000926 separation method Methods 0.000 description 2
- 239000002689 soil Substances 0.000 description 2
- 230000009466 transformation Effects 0.000 description 2
- 230000003321 amplification Effects 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000001364 causal effect Effects 0.000 description 1
- 230000000295 complement effect Effects 0.000 description 1
- 230000003750 conditioning effect Effects 0.000 description 1
- 239000000470 constituent Substances 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 238000013480 data collection Methods 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
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- 238000001514 detection method Methods 0.000 description 1
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- 238000011156 evaluation Methods 0.000 description 1
- 239000000284 extract Substances 0.000 description 1
- 238000005562 fading Methods 0.000 description 1
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- 238000003199 nucleic acid amplification method Methods 0.000 description 1
- 238000007781 pre-processing Methods 0.000 description 1
- 238000004321 preservation Methods 0.000 description 1
- 238000000513 principal component analysis Methods 0.000 description 1
- 239000000700 radioactive tracer Substances 0.000 description 1
- 230000029058 respiratory gaseous exchange Effects 0.000 description 1
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- 238000012360 testing method Methods 0.000 description 1
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- 238000012800 visualization Methods 0.000 description 1
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
- G01V1/36—Effecting static or dynamic corrections on records, e.g. correcting spread; Correlating seismic signals; Eliminating effects of unwanted energy
- G01V1/364—Seismic filtering
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V2210/00—Details of seismic processing or analysis
- G01V2210/30—Noise handling
- G01V2210/32—Noise reduction
- G01V2210/324—Filtering
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01V—GEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
- G01V2210/00—Details of seismic processing or analysis
- G01V2210/30—Noise handling
- G01V2210/32—Noise reduction
- G01V2210/324—Filtering
- G01V2210/3246—Coherent noise, e.g. spatially coherent or predictable
Landscapes
- Engineering & Computer Science (AREA)
- Remote Sensing (AREA)
- Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Acoustics & Sound (AREA)
- Environmental & Geological Engineering (AREA)
- Geology (AREA)
- General Life Sciences & Earth Sciences (AREA)
- General Physics & Mathematics (AREA)
- Geophysics (AREA)
- Geophysics And Detection Of Objects (AREA)
- Investigating Or Analyzing Materials By The Use Of Ultrasonic Waves (AREA)
- Excavating Of Shafts Or Tunnels (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| GB9600341A GB2309082B (en) | 1996-01-09 | 1996-01-09 | Noise filtering method |
| PCT/GB1997/000055 WO1997025632A1 (en) | 1996-01-09 | 1997-01-08 | Noise filtering method for seismic data |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| NO983149L NO983149L (no) | 1998-07-08 |
| NO326121B1 true NO326121B1 (no) | 2008-09-29 |
Family
ID=10786750
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| NO19983149A NO326121B1 (no) | 1996-01-09 | 1998-07-08 | Fremgangsmate for stoyfiltrering av seismiske data |
Country Status (9)
| Country | Link |
|---|---|
| US (1) | US5971095A (zh) |
| EP (1) | EP0873528B1 (zh) |
| CN (1) | CN1129801C (zh) |
| AU (1) | AU720293B2 (zh) |
| DE (1) | DE69729852T2 (zh) |
| EA (1) | EA000523B1 (zh) |
| GB (1) | GB2309082B (zh) |
| NO (1) | NO326121B1 (zh) |
| WO (1) | WO1997025632A1 (zh) |
Families Citing this family (84)
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|---|---|---|---|---|
| GB9623945D0 (en) * | 1996-11-15 | 1997-01-08 | Geco Prakla Uk Ltd | Detection of ground roll cone |
| GB9806847D0 (en) * | 1998-03-30 | 1998-05-27 | Geco Prakla Uk Ltd | Ground roll attenuation method |
| GB9810706D0 (en) * | 1998-05-20 | 1998-07-15 | Geco As | Marine seismic acquisition system and method |
| GB2337591B (en) | 1998-05-20 | 2000-07-12 | Geco As | Adaptive seismic noise and interference attenuation method |
| US7254199B1 (en) * | 1998-09-14 | 2007-08-07 | Massachusetts Institute Of Technology | Location-estimating, null steering (LENS) algorithm for adaptive array processing |
| GB9906995D0 (en) | 1998-09-16 | 1999-05-19 | Geco Prakla Uk Ltd | Seismic detection apparatus and related method |
| GB9924987D0 (en) * | 1999-10-21 | 1999-12-22 | Geco As | Seismic data acquisition and processing method |
| US6532190B2 (en) | 1999-12-10 | 2003-03-11 | Board Of Trustees Operating Michigan State University | Seismic sensor array |
| US6836448B2 (en) | 2000-01-21 | 2004-12-28 | Schlumberger Technology Corporation | System and method for seismic wavefield separation |
| DE10035281B4 (de) * | 2000-07-18 | 2004-09-30 | Eads Deutschland Gmbh | Sensorsystem und Verfahren zur Ermittlung von System-Zuständen |
| GB2372322B (en) * | 2000-10-16 | 2003-04-16 | Schlumberger Holdings | Method for determining formation slowness particularly adapted for measurement while drilling applications |
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| US6909666B2 (en) * | 2000-11-13 | 2005-06-21 | Baker Hughes Incorporated | Method and apparatus for generating acoustic signals for LWD shear velocity measurement |
| GB2376527B (en) * | 2001-06-16 | 2004-12-15 | Westerngeco Ltd | A method of processing data |
| US6631327B2 (en) * | 2001-09-21 | 2003-10-07 | Schlumberger Technology Corporation | Quadrupole acoustic shear wave logging while drilling |
| RU2308743C2 (ru) * | 2002-03-20 | 2007-10-20 | Инпут/Аутпут, Инк. | Способ фильтрации сейсмических сигналов и устройство для его осуществления |
| EP1554607B1 (en) * | 2002-09-20 | 2013-07-31 | Paradigm Geophysical Corporation | A method of reconstructing seismic records to obtain high resolution signals |
| US7778110B2 (en) | 2003-03-26 | 2010-08-17 | Westerngeco L.L.C. | Processing seismic data representative of the acceleration wavefield |
| US6956790B2 (en) * | 2003-04-25 | 2005-10-18 | Schlumberger Technology Corporation | Borehole sonic data processing method |
| FR2855618B1 (fr) * | 2003-05-27 | 2005-08-05 | Geophysique Cie Gle | Procede de traitement sismique pour la decomposition d'un champ d'onde en composantes harmoniques et applications a la determination de collections angulaires de reflectivite |
| GB2410551B (en) | 2004-01-30 | 2006-06-14 | Westerngeco Ltd | Marine seismic acquisition system |
| GB2411473B (en) * | 2004-02-27 | 2006-05-31 | Westerngeco Ltd | Method and apparatus for filtering irregularly sampled data |
| CN100349004C (zh) * | 2004-12-29 | 2007-11-14 | 中国石油天然气集团公司 | 三维叠前地震数据中规则噪声的压制方法 |
| GB2424481B (en) | 2005-03-23 | 2008-06-04 | Westerngeco Seismic Holdings | Processing seismic data |
| GB2428089B (en) | 2005-07-05 | 2008-11-05 | Schlumberger Holdings | Borehole seismic acquisition system using pressure gradient sensors |
| US7203599B1 (en) * | 2006-01-30 | 2007-04-10 | Kjt Enterprises, Inc. | Method for acquiring transient electromagnetic survey data |
| US7466625B2 (en) * | 2006-06-23 | 2008-12-16 | Westerngeco L.L.C. | Noise estimation in a vector sensing streamer |
| US8593907B2 (en) | 2007-03-08 | 2013-11-26 | Westerngeco L.L.C. | Technique and system to cancel noise from measurements obtained from a multi-component streamer |
| US7676327B2 (en) * | 2007-04-26 | 2010-03-09 | Westerngeco L.L.C. | Method for optimal wave field separation |
| CA2715335C (en) * | 2008-03-28 | 2017-02-14 | Exxonmobil Upstream Research Company | Method for performing constrained polarization filtering |
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| US8150195B2 (en) | 2008-10-03 | 2012-04-03 | Sony Corporation | Adaptive prediction using a dimensionality reduction process |
| US8358857B2 (en) * | 2008-10-03 | 2013-01-22 | Sony Corporation | Dynamic clustering for adaptive prediction filters |
| US20100228486A1 (en) * | 2009-03-06 | 2010-09-09 | Wu Renchu | Method and system for seismic data processing |
| US9285493B2 (en) * | 2009-08-27 | 2016-03-15 | Pgs Geophysical As | Sensor grouping for dual sensor marine seismic streamer and method for seismic surveying |
| GB2474303B (en) * | 2009-10-12 | 2012-02-08 | Geco Technology Bv | Noise filtering of seismic data |
| WO2011103553A2 (en) | 2010-02-22 | 2011-08-25 | Saudi Arabian Oil Company | System, machine, and computer-readable storage medium for forming an enhanced seismic trace using a virtual seismic array |
| US8612158B2 (en) | 2010-05-06 | 2013-12-17 | Westerngeco L.L.C. | Seismic interference noise elimination |
| US8811114B2 (en) | 2010-08-23 | 2014-08-19 | Baker Hughes Incorporated | Imaging of formation structure ahead of the drill-bit |
| US9043155B2 (en) * | 2010-10-07 | 2015-05-26 | Westerngeco L.L.C. | Matching pursuit-based apparatus and technique to construct a seismic signal using a predicted energy distribution |
| CN102368094B (zh) * | 2010-10-22 | 2013-10-16 | 中国石油天然气股份有限公司 | 一种地球物理勘探中的矩形窗带通保幅滤波数据处理方法 |
| US20120250460A1 (en) * | 2011-04-04 | 2012-10-04 | Pascal Edme | Noise attenuation using rotation data |
| US9304221B2 (en) | 2011-04-04 | 2016-04-05 | Westerngeco L.L.C. | Determining an indication of wavefield velocity |
| US9541659B2 (en) | 2011-11-18 | 2017-01-10 | Westerngeco L.L.C. | Noise removal from 3D seismic representation |
| US10061046B2 (en) | 2012-02-06 | 2018-08-28 | Ion Geophysical Corporation | Integrated passive and active seismic surveying using multiple arrays |
| EP2831635B1 (en) * | 2012-03-29 | 2020-03-11 | Geco Technology B.V. | Seismic noise removal |
| CN102857194A (zh) * | 2012-09-16 | 2013-01-02 | 中国石油大学(华东) | 钻井液连续压力波信号的频带噪声消除方法 |
| US10338250B2 (en) | 2013-03-14 | 2019-07-02 | Pgs Geophysical As | Method of removing incoherent noise |
| WO2015128732A2 (en) | 2014-02-25 | 2015-09-03 | Cgg Services Sa | Subterranean formation monitoring using frequency domain weighted analysis |
| US20150338538A1 (en) * | 2014-05-21 | 2015-11-26 | Westerngeco L.L.C. | Multi-model seismic processing operation |
| WO2016073003A1 (en) * | 2014-11-07 | 2016-05-12 | Halliburton Energy Services, Inc. | Apparatus and methods of extracting reflections from acoustic array data |
| US9720121B2 (en) | 2015-01-28 | 2017-08-01 | Baker Hughes Incorporated | Devices and methods for downhole acoustic imaging |
| MX2017014013A (es) * | 2015-05-01 | 2018-03-23 | Schlumberger Technology Bv | Prospección con fuentes directivas de vibradores marinos. |
| EP3292428A4 (en) | 2015-05-05 | 2019-06-12 | Services Petroliers Schlumberger | Removal of acquisition effects from marine seismic data |
| CN108431636B (zh) * | 2015-12-02 | 2021-02-05 | 斯伦贝谢技术有限公司 | 平均至少相隔二十米且成对排列的陆地地震传感器与相邻多分量地震传感器 |
| US11530606B2 (en) | 2016-04-07 | 2022-12-20 | Bp Exploration Operating Company Limited | Detecting downhole sand ingress locations |
| EP3708769B1 (en) | 2016-04-07 | 2024-09-11 | BP Exploration Operating Company Limited | Detecting downhole sand ingress locations |
| US10338255B2 (en) | 2016-04-15 | 2019-07-02 | Pgs Geophysical As | Noise attenuation |
| WO2017218723A1 (en) | 2016-06-15 | 2017-12-21 | Schlumberger Technology Corporation | Systems and methods for acquiring seismic data with gradient data |
| CN106644042B (zh) * | 2016-11-25 | 2019-10-18 | 中国船舶重工集团公司第七一0研究所 | 基于可控滤波器组的舰船噪声功率谱分析电路及其方法 |
| EP3583296B1 (en) | 2017-03-31 | 2021-07-21 | BP Exploration Operating Company Limited | Well and overburden monitoring using distributed acoustic sensors |
| EA202090528A1 (ru) | 2017-08-23 | 2020-07-10 | Бп Эксплорейшн Оперейтинг Компани Лимитед | Обнаружение мест скважинных пескопроявлений |
| CN109507731A (zh) * | 2017-09-15 | 2019-03-22 | 中国石油化工股份有限公司 | 地震勘探记录中机器噪声压制方法及系统 |
| EA202090867A1 (ru) | 2017-10-11 | 2020-09-04 | Бп Эксплорейшн Оперейтинг Компани Лимитед | Обнаружение событий с использованием признаков в области акустических частот |
| US11567226B2 (en) * | 2018-08-29 | 2023-01-31 | Pgs Geophysical As | Separation of blended marine seismic survey data acquired with simultaneous multi-source actuation |
| BR112021010168A2 (pt) | 2018-11-29 | 2021-08-17 | Bp Exploration Operating Company Limited | detecção de evento usando recursos de das com aprendizado de máquina |
| GB201820331D0 (en) | 2018-12-13 | 2019-01-30 | Bp Exploration Operating Co Ltd | Distributed acoustic sensing autocalibration |
| CN109782353B (zh) * | 2019-01-29 | 2020-11-24 | 国油伟泰(北京)科技有限公司 | 模式识别自适应干扰波衰减方法 |
| US11880010B2 (en) | 2019-05-13 | 2024-01-23 | Saudi Arabian Oil Company | Providing seismic images of the subsurface using enhancement of pre-stack seismic data |
| US10953396B2 (en) | 2019-07-03 | 2021-03-23 | Saudi Arabian Oil Company | Methods for producing mesoporous zeolite multifunctional catalysts for upgrading pyrolysis oil |
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| CA3154435C (en) | 2019-10-17 | 2023-03-28 | Lytt Limited | Inflow detection using dts features |
| EP4045766A1 (en) | 2019-10-17 | 2022-08-24 | Lytt Limited | Fluid inflow characterization using hybrid das/dts measurements |
| WO2021093974A1 (en) | 2019-11-15 | 2021-05-20 | Lytt Limited | Systems and methods for draw down improvements across wellbores |
| US20210181365A1 (en) * | 2019-12-12 | 2021-06-17 | King Fahd University Of Petroleum And Minerals | Adaptive noise estimation and removal method for microseismic data |
| CN111638554B (zh) * | 2020-06-08 | 2024-04-26 | 自然资源部第一海洋研究所 | 海洋地震数据接收系统及数据处理方法 |
| CA3180595A1 (en) | 2020-06-11 | 2021-12-16 | Lytt Limited | Systems and methods for subterranean fluid flow characterization |
| CA3182376A1 (en) | 2020-06-18 | 2021-12-23 | Cagri CERRAHOGLU | Event model training using in situ data |
| US11119234B1 (en) * | 2020-09-23 | 2021-09-14 | Saudi Arabian Oil Company | Systems and methods for detecting seismic discontinuities using singular vector variances |
| US11573346B2 (en) * | 2021-04-15 | 2023-02-07 | Saudi Arabian Oil Company | Determining a seismic quality factor for subsurface formations for marine vertical seismic profiles |
| CN113625337B (zh) * | 2021-07-30 | 2022-10-28 | 青岛海洋地质研究所 | 一种极浅水高精度地震资料快速成像方法 |
| US11906679B2 (en) | 2021-09-13 | 2024-02-20 | Saudi Arabian Oil Company | Systems and methods for detecting seismic discontinuities by coherence estimation |
Family Cites Families (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US4556962A (en) * | 1981-08-03 | 1985-12-03 | Bernard Widrow | Seismic exploration method and apparatus for cancelling interference from seismic vibration source |
| US4750156A (en) * | 1986-03-03 | 1988-06-07 | Input/Output, Inc. | Noise suppression during seismic exploration |
| US4890264A (en) * | 1988-03-21 | 1989-12-26 | Atlantic Richfield Company | Seismic exploration method and apparatus for cancelling non-uniformly distributed noise |
| GB2273358A (en) * | 1992-12-12 | 1994-06-15 | Schlumberger Ltd | Improving signal to noise ratio from a geophone array |
| US5448531A (en) * | 1994-05-05 | 1995-09-05 | Western Atlas International | Method for attenuating coherent noise in marine seismic data |
-
1996
- 1996-01-09 GB GB9600341A patent/GB2309082B/en not_active Expired - Fee Related
-
1997
- 1997-01-08 DE DE69729852T patent/DE69729852T2/de not_active Expired - Lifetime
- 1997-01-08 EP EP97901691A patent/EP0873528B1/en not_active Expired - Lifetime
- 1997-01-08 WO PCT/GB1997/000055 patent/WO1997025632A1/en active IP Right Grant
- 1997-01-08 EA EA199800627A patent/EA000523B1/ru not_active IP Right Cessation
- 1997-01-08 AU AU15504/97A patent/AU720293B2/en not_active Ceased
- 1997-01-08 CN CN97191638.1A patent/CN1129801C/zh not_active Expired - Fee Related
- 1997-01-08 US US09/091,895 patent/US5971095A/en not_active Expired - Lifetime
-
1998
- 1998-07-08 NO NO19983149A patent/NO326121B1/no not_active IP Right Cessation
Also Published As
| Publication number | Publication date |
|---|---|
| CN1207177A (zh) | 1999-02-03 |
| CN1129801C (zh) | 2003-12-03 |
| DE69729852T2 (de) | 2005-08-25 |
| WO1997025632A1 (en) | 1997-07-17 |
| GB9600341D0 (en) | 1996-03-13 |
| US5971095A (en) | 1999-10-26 |
| EA000523B1 (ru) | 1999-10-28 |
| AU720293B2 (en) | 2000-05-25 |
| GB2309082B (en) | 1999-12-01 |
| EP0873528A1 (en) | 1998-10-28 |
| AU1550497A (en) | 1997-08-01 |
| NO983149L (no) | 1998-07-08 |
| GB2309082A (en) | 1997-07-16 |
| EA199800627A1 (ru) | 1998-12-24 |
| DE69729852D1 (de) | 2004-08-19 |
| EP0873528B1 (en) | 2004-07-14 |
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