Cosimulation as a perturbation method for calibrating porosity and permeability fields to dynamic data
The geological characterization of formations such as reservoirs or underground storage sites entails the description of the spatial distribution of porosity/permeability properties on the basis of the static and dynamic data collected. The integration of dynamic data can be expressed as an inverse...
Saved in:
Published in | Computers & geosciences Vol. 37; no. 9; pp. 1400 - 1412 |
---|---|
Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Kidlington
Elsevier Ltd
01.09.2011
Elsevier |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | The geological characterization of formations such as reservoirs or underground storage sites entails the description of the spatial distribution of porosity/permeability properties on the basis of the static and dynamic data collected. The integration of dynamic data can be expressed as an inverse problem: the purpose is to identify a set of porosity/permeability values which allows for reproducing the available data. This issue motivated the development of geostatistical-based parameterization techniques, which make it possible to vary the spatial distribution of porosity/permeability values within the geological model from a reduced number of parameters while preserving their spatial variabilities. This paper introduces first an algorithm for performing cosimulation, then a new method for continuously modifying realizations representing porosity or permeability fields. This one consists of simulating cross-correlated Gaussian random functions with identical means and covariances. The realizations resulting from the cosimulation process depend on the linear correlation coefficients between the random functions considered. Variations in these correlation coefficients induce variations in the realizations. Then, the proposed cosimulation perturbation method is incorporated into a history-matching process to calibrate porosity and permeability fields to dynamic data. The parameters to be adjusted are the various correlation coefficients. Last, an example is shown to stress the potential of the method. |
---|---|
AbstractList | The geological characterization of formations such as reservoirs or underground storage sites entails the description of the spatial distribution of porosity/permeability properties on the basis of the static and dynamic data collected. The integration of dynamic data can be expressed as an inverse problem: the purpose is to identify a set of porosity/permeability values which allows for reproducing the available data. This issue motivated the development of geostatistical-based parameterization techniques, which make it possible to vary the spatial distribution of porosity/permeability values within the geological model from a reduced number of parameters while preserving their spatial variabilities. This paper introduces first an algorithm for performing cosimulation, then a new method for continuously modifying realizations representing porosity or permeability fields. This one consists of simulating cross-correlated Gaussian random functions with identical means and covariances. The realizations resulting from the cosimulation process depend on the linear correlation coefficients between the random functions considered. Variations in these correlation coefficients induce variations in the realizations. Then, the proposed cosimulation perturbation method is incorporated into a history-matching process to calibrate porosity and permeability fields to dynamic data. The parameters to be adjusted are the various correlation coefficients. Last, an example is shown to stress the potential of the method. |
Author | Da Veiga, Sébastien Le Ravalec-Dupin, Mickaele |
Author_xml | – sequence: 1 givenname: Mickaele surname: Le Ravalec-Dupin fullname: Le Ravalec-Dupin, Mickaele email: mickaele.le-ravalec@ifpenergiesnouvelles.fr – sequence: 2 givenname: Sébastien surname: Da Veiga fullname: Da Veiga, Sébastien |
BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=24443786$$DView record in Pascal Francis |
BookMark | eNp9kDuP1DAUhS20SMwu_AIK3CCqDH4lcQoKNOIlrUQBW1s39vXgURIPtgdp_j3OZkVJZenoO0fX3y25WeKChLzmbM8Z796f9haOGPeCPSZ7xuUzsuO6l02vmbwhO8YG3UjG1Atym_OJMSaEbnfEH2IO82WCEuJCIVOgZ0zlksYtmbH8io76mKiFKYypxsuRnmOqvXKlsLi1MCOMYVoDH3BymZZI3XWBOVjqoMBL8tzDlPHV03tHHj5_-nn42tx___Lt8PG-AcVFaUYm21H5HqQW3EveS8c1MjVA22sLEsQwKtf5TrSitx3XI7S6FdJbqz1yJe_Iu233nOLvC-Zi5pAtThMsGC_ZDHwYVNuxrpJyI239SU7ozTmFGdLVcGZWqeZkHqWaVeoaVqm19fZpH3L14RMsNuR_VaGUkr1e199snIdo4Jgq8_CjDnVVfCdbrSvxYSOw6vgTMJlsAy4WXUhoi3Ex_PeSv3_GmeM |
CitedBy_id | crossref_primary_10_1109_TGRS_2022_3162589 crossref_primary_10_1007_s11004_019_09826_4 crossref_primary_10_1007_s10596_014_9422_2 crossref_primary_10_1088_1742_6596_1391_1_012148 crossref_primary_10_12720_jiii_4_1_27_33 crossref_primary_10_1016_j_cageo_2016_01_005 crossref_primary_10_1007_s11242_015_0454_4 crossref_primary_10_2516_ogst_2013178 crossref_primary_10_1007_s11004_015_9591_0 crossref_primary_10_1144_petgeo2017_086 crossref_primary_10_1007_s10596_017_9663_y crossref_primary_10_1016_j_enggeo_2019_105246 crossref_primary_10_1016_j_jhydrol_2012_08_053 crossref_primary_10_1016_j_jappgeo_2014_05_007 |
Cites_doi | 10.1029/94WR02258 10.1144/petgeo.7.S.S87 10.1023/A:1007553013388 10.1023/A:1012246006212 10.3997/2214-4609.20146436 10.1007/BF02769641 10.1029/WR022i002p00095 10.2118/95940-MS 10.1023/B:MATG.0000002984.56637.ef 10.1016/S0098-3004(98)00126-5 10.1023/A:1007542406333 10.1007/s11004-009-9249-x 10.1016/S0920-4105(98)00044-8 10.1016/j.cageo.2007.10.007 10.1144/petgeo.7.S.S9 10.1007/BF02089226 10.1016/j.petrol.2010.05.010 10.1016/S0022-1694(97)00098-X 10.1007/s11004-006-9064-6 10.1007/BF02089242 10.1029/98WR00003 10.1023/A:1007506918588 |
ContentType | Journal Article |
Copyright | 2010 Elsevier Ltd 2015 INIST-CNRS |
Copyright_xml | – notice: 2010 Elsevier Ltd – notice: 2015 INIST-CNRS |
DBID | FBQ IQODW AAYXX CITATION 7SC 8FD FR3 H8D JQ2 KR7 L7M L~C L~D |
DOI | 10.1016/j.cageo.2010.10.013 |
DatabaseName | AGRIS Pascal-Francis CrossRef Computer and Information Systems Abstracts Technology Research Database Engineering Research Database Aerospace Database ProQuest Computer Science Collection Civil Engineering Abstracts Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional |
DatabaseTitle | CrossRef Aerospace Database Civil Engineering Abstracts Technology Research Database Computer and Information Systems Abstracts – Academic ProQuest Computer Science Collection Computer and Information Systems Abstracts Engineering Research Database Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Professional |
DatabaseTitleList | Aerospace Database |
Database_xml | – sequence: 1 dbid: FBQ name: AGRIS url: http://www.fao.org/agris/Centre.asp?Menu_1ID=DB&Menu_2ID=DB1&Language=EN&Content=http://www.fao.org/agris/search?Language=EN sourceTypes: Publisher |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Geology |
EISSN | 1873-7803 |
EndPage | 1412 |
ExternalDocumentID | 10_1016_j_cageo_2010_10_013 24443786 US201600063588 S0098300410003389 |
GroupedDBID | --K --M .DC .~1 0R~ 1B1 1RT 1~. 1~5 29F 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN AABNK AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AAXUO AAYFN ABBOA ABFNM ABMAC ABQEM ABQYD ABXDB ABYKQ ACDAQ ACGFS ACLVX ACNNM ACRLP ACSBN ACZNC ADBBV ADEZE ADJOM ADMUD AEBSH AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHZHX AIALX AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD ASPBG ATOGT AVWKF AXJTR AZFZN BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA GBOLZ HLZ HMA HVGLF HZ~ IHE IMUCA J1W KOM LG9 LY3 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SBC SDF SDG SDP SEP SES SEW SPC SPCBC SSE SSV SSZ T5K TN5 WUQ ZCA ZMT ~02 ~G- ABPIF ABPTK FBQ 08R IQODW AAHBH AAXKI AAYXX AFJKZ AKRWK CITATION 7SC 8FD FR3 H8D JQ2 KR7 L7M L~C L~D |
ID | FETCH-LOGICAL-a412t-b035b4f7a3821f3173d18e049a578ca3a29b4d6f62527c618ba58523fcc8fe143 |
IEDL.DBID | AIKHN |
ISSN | 0098-3004 |
IngestDate | Fri Aug 16 02:17:51 EDT 2024 Thu Sep 26 16:50:48 EDT 2024 Sun Oct 22 16:04:43 EDT 2023 Wed Dec 27 19:05:39 EST 2023 Fri Feb 23 02:34:01 EST 2024 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 9 |
Keywords | FFT-MA Cosimulation Perturbation Parameterization Gradual deformation Inverse modeling reservoir rocks algorithms stress inverse problem hydrocarbons porosity permeability data processing inverse modeling reservoirs covariance spatial distribution underground storage new methods deformation correlation coefficient computers |
Language | English |
License | CC BY 4.0 |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-a412t-b035b4f7a3821f3173d18e049a578ca3a29b4d6f62527c618ba58523fcc8fe143 |
Notes | http://dx.doi.org/10.1016/j.cageo.2010.10.013 ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 23 |
PQID | 919945606 |
PQPubID | 23500 |
PageCount | 13 |
ParticipantIDs | proquest_miscellaneous_919945606 crossref_primary_10_1016_j_cageo_2010_10_013 pascalfrancis_primary_24443786 fao_agris_US201600063588 elsevier_sciencedirect_doi_10_1016_j_cageo_2010_10_013 |
PublicationCentury | 2000 |
PublicationDate | 2011-09-01 |
PublicationDateYYYYMMDD | 2011-09-01 |
PublicationDate_xml | – month: 09 year: 2011 text: 2011-09-01 day: 01 |
PublicationDecade | 2010 |
PublicationPlace | Kidlington |
PublicationPlace_xml | – name: Kidlington |
PublicationTitle | Computers & geosciences |
PublicationYear | 2011 |
Publisher | Elsevier Ltd Elsevier |
Publisher_xml | – name: Elsevier Ltd – name: Elsevier |
References | Wen, Capilla, Deutsch, Gomez-Hernandez, Cullick (bib29) 1999; 25 Sun (bib27) 1995 Almeida, Journel (bib1) 1994; 26 Le Ravalec, Nœtinger, Hu (bib17) 2000; 32 Zimmerman, de Marsily, Gotway, Marietta, Axness, Beauheim, Bras, Carrera, Dagan, Davies, Gallegos, Galli, Gomez-Hernandez, Grindrop, Gutjahr, Kitanidis, LaVenue, McLaughlin, Neuman, Ramarao, Ravenne, Rubin (bib31) 1998; 34 de Marsily, Lavedan, Boucher, Fasanino (bib20) 1984; 831–849 Caers (bib3) 2003; 8 Emery (bib6) 2008; 34 Goovaerts (bib11) 1997 Gutjahr, Bullard, Hatch (bib12) 1997; 29 Journel, Gundeso, Gringarten, Yao (bib15) 1998; 21 Sinoquet, D., Delbos, F., 2008. Adapted nonlinear optimization method for production data and 4d seismic inversion. In: 11th European Conference on the Mathematics of Oil Recovery, Bergen, Norway, 8–11 September. Le Ravalec-Dupin (bib18) 2010; 42 Fenwick, D., Thiele, M., Agil, M., Hussain, A.P., Humam, F., Caers, J., 2005. Reconciling prior geologic information with production data using streamlines: application to a giant Middle-Eastern oil field. Society Petroleum Engineering Annual Technical Conference Exhibition, Dallas, TX, USA, 9–12 October 2005, SPE 95940. Caers (bib4) 2007; 39 Le Ravalec-Dupin, Noetinger, Hu, Blanc (bib19) 2001; 7 Yeh (bib30) 1986; 22 Journel, Huijbregts (bib16) 1978 Gervais, Roggero (bib9) 2010 Journel (bib14) 1999; 31 Hu (bib13) 2000; 32 Soares (bib26) 2001; 33 Anderson (bib2) 1984 Chilès, Delfiner (bib5) 1999 Oliver (bib22) 2003; 35 Tarantola (bib28) 1987 RamaRao, Lavenue, de Marsily, Marietta (bib24) 1995; 31 Pardo-Iguzquiza, Chica-Olmo (bib23) 1994; 26 Gomez-Hernandez, Sahuquillo, Capilla (bib10) 1997; 203 Meyers (bib21) 1984; 295–305 Floris, Bush, Cuypers, Roggero, Syversveen (bib8) 2001; 7 Tarantola (10.1016/j.cageo.2010.10.013_bib28) 1987 Journel (10.1016/j.cageo.2010.10.013_bib16) 1978 de Marsily (10.1016/j.cageo.2010.10.013_bib20) 1984; 831–849 Anderson (10.1016/j.cageo.2010.10.013_bib2) 1984 Soares (10.1016/j.cageo.2010.10.013_bib26) 2001; 33 Caers (10.1016/j.cageo.2010.10.013_bib3) 2003; 8 Goovaerts (10.1016/j.cageo.2010.10.013_bib11) 1997 Caers (10.1016/j.cageo.2010.10.013_bib4) 2007; 39 Sun (10.1016/j.cageo.2010.10.013_bib27) 1995 10.1016/j.cageo.2010.10.013_bib25 RamaRao (10.1016/j.cageo.2010.10.013_bib24) 1995; 31 Emery (10.1016/j.cageo.2010.10.013_bib6) 2008; 34 Journel (10.1016/j.cageo.2010.10.013_bib15) 1998; 21 Le Ravalec-Dupin (10.1016/j.cageo.2010.10.013_bib19) 2001; 7 10.1016/j.cageo.2010.10.013_bib7 Gomez-Hernandez (10.1016/j.cageo.2010.10.013_bib10) 1997; 203 Floris (10.1016/j.cageo.2010.10.013_bib8) 2001; 7 Journel (10.1016/j.cageo.2010.10.013_bib14) 1999; 31 Le Ravalec (10.1016/j.cageo.2010.10.013_bib17) 2000; 32 Chilès (10.1016/j.cageo.2010.10.013_bib5) 1999 Zimmerman (10.1016/j.cageo.2010.10.013_bib31) 1998; 34 Hu (10.1016/j.cageo.2010.10.013_bib13) 2000; 32 Oliver (10.1016/j.cageo.2010.10.013_bib22) 2003; 35 Yeh (10.1016/j.cageo.2010.10.013_bib30) 1986; 22 Gervais (10.1016/j.cageo.2010.10.013_bib9) 2010 Almeida (10.1016/j.cageo.2010.10.013_bib1) 1994; 26 Le Ravalec-Dupin (10.1016/j.cageo.2010.10.013_bib18) 2010; 42 Meyers (10.1016/j.cageo.2010.10.013_bib21) 1984; 295–305 Wen (10.1016/j.cageo.2010.10.013_bib29) 1999; 25 Gutjahr (10.1016/j.cageo.2010.10.013_bib12) 1997; 29 Pardo-Iguzquiza (10.1016/j.cageo.2010.10.013_bib23) 1994; 26 |
References_xml | – volume: 203 start-page: 162 year: 1997 end-page: 174 ident: bib10 article-title: Stochastic simulation of transmissivity fields conditional to both transmissivity and piezometric data—1. Theory publication-title: Journal of Hydrology contributor: fullname: Capilla – volume: 26 start-page: 277 year: 1994 end-page: 299 ident: bib23 article-title: Spectral simulation of multivariable stationary random functions using covariance Fourier transforms publication-title: Mathematical Geology contributor: fullname: Chica-Olmo – volume: 34 start-page: 1850 year: 2008 end-page: 1862 ident: bib6 article-title: A turning bands program for conditional co-simulation of cross-correlated Gaussian random fields publication-title: Computers and Geosciences contributor: fullname: Emery – volume: 31 start-page: 955 year: 1999 end-page: 964 ident: bib14 article-title: Markov models for cross-covariances publication-title: Mathematical Geology contributor: fullname: Journel – volume: 32 start-page: 701 year: 2000 end-page: 723 ident: bib17 article-title: The FFT moving average (FFT-MA) generator: an efficient numerical method for generating and conditioning Gaussian simulations publication-title: Mathematical Geology contributor: fullname: Hu – volume: 32 start-page: 87 year: 2000 end-page: 108 ident: bib13 article-title: Gradual deformation and iterative calibration of Gaussian-related stochastic models publication-title: Mathematical Geology contributor: fullname: Hu – volume: 7 start-page: 87 year: 2001 end-page: 96 ident: bib8 article-title: Methods for quantifying the uncertainty of production forecasts: a comparative study publication-title: Petroleum Geosciences contributor: fullname: Syversveen – volume: 29 start-page: 361 year: 1997 end-page: 389 ident: bib12 article-title: General joint conditional simulations using a fast Fourier transform method publication-title: Mathematical Geology contributor: fullname: Hatch – volume: 22 start-page: 95 year: 1986 end-page: 108 ident: bib30 article-title: Review of parameter identification procedures in groundwater hydrology: the inverse problem publication-title: Water Resources Research contributor: fullname: Yeh – year: 2010 ident: bib9 article-title: Integration of 4D seismic data in an history matching process based on adaptive local parameterization publication-title: Journal of Petroleum Science and Engineering contributor: fullname: Roggero – volume: 7 start-page: S9 year: 2001 end-page: S16 ident: bib19 article-title: Conditioning to dynamic data: an improved zonation approach publication-title: Petroleum Geosciences contributor: fullname: Blanc – volume: 35 start-page: 681 year: 2003 end-page: 698 ident: bib22 article-title: Gaussian cosimulation: modelling of the cross-covariance publication-title: Mathematical Geology contributor: fullname: Oliver – year: 1995 ident: bib27 article-title: Inverse Problems in Groundwater Modeling contributor: fullname: Sun – volume: 25 start-page: 217 year: 1999 end-page: 230 ident: bib29 article-title: A program to create permeability fields that honor single-phase flow rate and pressure data publication-title: Computers and Geosciences contributor: fullname: Cullick – volume: 34 start-page: 1373 year: 1998 end-page: 1413 ident: bib31 article-title: A comparison of seven geostatistically based inverse approaches to estimate transmissivities for modeling advective transport by groundwater flow publication-title: Water Resources Research contributor: fullname: Rubin – volume: 33 start-page: 911 year: 2001 end-page: 926 ident: bib26 article-title: Direct sequential simulation and cosimulation publication-title: Mathematical Geology contributor: fullname: Soares – volume: 8 start-page: 218 year: 2003 end-page: 226 ident: bib3 article-title: Geostatistical history matching under training-image based geological constraints publication-title: Society Petroleum Engineering Journal contributor: fullname: Caers – volume: 831–849 year: 1984 ident: bib20 article-title: Interpretation of interference tests in a well field using geostatistical techniques to fit the permeability distribution in a reservoir model publication-title: Geostatistics for Natural Resources Characterization contributor: fullname: Fasanino – volume: 31 start-page: 475 year: 1995 end-page: 493 ident: bib24 article-title: Pilot point methodology for automated calibration of an ensemble of conditionally simulated transmissivity fields. Part 1. Theory and computational experiments publication-title: Water Resources Research contributor: fullname: Marietta – volume: 42 start-page: 165 year: 2010 end-page: 185 ident: bib18 article-title: Pilot block method methodology to calibrate stochastic permeability fields to dynamic data publication-title: Mathematical Geosciences contributor: fullname: Le Ravalec-Dupin – year: 1987 ident: bib28 article-title: Inverse Problem Theory—Methods for Data Fitting and Model Parameter Estimation contributor: fullname: Tarantola – volume: 21 start-page: 95 year: 1998 end-page: 121 ident: bib15 article-title: Stochastic modelling of a fluvial reservoir: a comparative review of algorithms publication-title: Journal of Petroleum Science and Engineering contributor: fullname: Yao – volume: 26 start-page: 565 year: 1994 end-page: 588 ident: bib1 article-title: Joint simulation of multiple variables with a Markov-type coregionalization model publication-title: Mathematical Geology contributor: fullname: Journel – volume: 295–305 year: 1984 ident: bib21 article-title: Co-kriging new developments publication-title: Geostatistics for Natural Resources Characterization contributor: fullname: Meyers – year: 1978 ident: bib16 article-title: Mining Geostatistics contributor: fullname: Huijbregts – year: 1999 ident: bib5 article-title: Geostatistics: Modeling Spatial Uncertainty contributor: fullname: Delfiner – year: 1997 ident: bib11 article-title: Geostatistics for Natural Resources Evaluation contributor: fullname: Goovaerts – year: 1984 ident: bib2 article-title: An Introduction to Multivariate Statistical Analysis contributor: fullname: Anderson – volume: 39 start-page: 27 year: 2007 end-page: 52 ident: bib4 article-title: Comparing the gradual deformation with the probability perturbation method for solving inverse problems publication-title: Mathematical Geology contributor: fullname: Caers – volume: 31 start-page: 475 issue: 3 year: 1995 ident: 10.1016/j.cageo.2010.10.013_bib24 article-title: Pilot point methodology for automated calibration of an ensemble of conditionally simulated transmissivity fields. Part 1. Theory and computational experiments publication-title: Water Resources Research doi: 10.1029/94WR02258 contributor: fullname: RamaRao – volume: 8 start-page: 218 issue: 3 year: 2003 ident: 10.1016/j.cageo.2010.10.013_bib3 article-title: Geostatistical history matching under training-image based geological constraints publication-title: Society Petroleum Engineering Journal contributor: fullname: Caers – volume: 7 start-page: 87 year: 2001 ident: 10.1016/j.cageo.2010.10.013_bib8 article-title: Methods for quantifying the uncertainty of production forecasts: a comparative study publication-title: Petroleum Geosciences doi: 10.1144/petgeo.7.S.S87 contributor: fullname: Floris – volume: 831–849 year: 1984 ident: 10.1016/j.cageo.2010.10.013_bib20 article-title: Interpretation of interference tests in a well field using geostatistical techniques to fit the permeability distribution in a reservoir model contributor: fullname: de Marsily – year: 1999 ident: 10.1016/j.cageo.2010.10.013_bib5 contributor: fullname: Chilès – volume: 31 start-page: 955 issue: 8 year: 1999 ident: 10.1016/j.cageo.2010.10.013_bib14 article-title: Markov models for cross-covariances publication-title: Mathematical Geology doi: 10.1023/A:1007553013388 contributor: fullname: Journel – volume: 33 start-page: 911 issue: 8 year: 2001 ident: 10.1016/j.cageo.2010.10.013_bib26 article-title: Direct sequential simulation and cosimulation publication-title: Mathematical Geology doi: 10.1023/A:1012246006212 contributor: fullname: Soares – year: 1978 ident: 10.1016/j.cageo.2010.10.013_bib16 contributor: fullname: Journel – ident: 10.1016/j.cageo.2010.10.013_bib25 doi: 10.3997/2214-4609.20146436 – volume: 29 start-page: 361 issue: 3 year: 1997 ident: 10.1016/j.cageo.2010.10.013_bib12 article-title: General joint conditional simulations using a fast Fourier transform method publication-title: Mathematical Geology doi: 10.1007/BF02769641 contributor: fullname: Gutjahr – volume: 22 start-page: 95 year: 1986 ident: 10.1016/j.cageo.2010.10.013_bib30 article-title: Review of parameter identification procedures in groundwater hydrology: the inverse problem publication-title: Water Resources Research doi: 10.1029/WR022i002p00095 contributor: fullname: Yeh – year: 1987 ident: 10.1016/j.cageo.2010.10.013_bib28 contributor: fullname: Tarantola – ident: 10.1016/j.cageo.2010.10.013_bib7 doi: 10.2118/95940-MS – volume: 35 start-page: 681 issue: 6 year: 2003 ident: 10.1016/j.cageo.2010.10.013_bib22 article-title: Gaussian cosimulation: modelling of the cross-covariance publication-title: Mathematical Geology doi: 10.1023/B:MATG.0000002984.56637.ef contributor: fullname: Oliver – volume: 25 start-page: 217 issue: 3 year: 1999 ident: 10.1016/j.cageo.2010.10.013_bib29 article-title: A program to create permeability fields that honor single-phase flow rate and pressure data publication-title: Computers and Geosciences doi: 10.1016/S0098-3004(98)00126-5 contributor: fullname: Wen – volume: 32 start-page: 701 issue: 6 year: 2000 ident: 10.1016/j.cageo.2010.10.013_bib17 article-title: The FFT moving average (FFT-MA) generator: an efficient numerical method for generating and conditioning Gaussian simulations publication-title: Mathematical Geology doi: 10.1023/A:1007542406333 contributor: fullname: Le Ravalec – volume: 42 start-page: 165 issue: 2 year: 2010 ident: 10.1016/j.cageo.2010.10.013_bib18 article-title: Pilot block method methodology to calibrate stochastic permeability fields to dynamic data publication-title: Mathematical Geosciences doi: 10.1007/s11004-009-9249-x contributor: fullname: Le Ravalec-Dupin – volume: 21 start-page: 95 year: 1998 ident: 10.1016/j.cageo.2010.10.013_bib15 article-title: Stochastic modelling of a fluvial reservoir: a comparative review of algorithms publication-title: Journal of Petroleum Science and Engineering doi: 10.1016/S0920-4105(98)00044-8 contributor: fullname: Journel – volume: 34 start-page: 1850 year: 2008 ident: 10.1016/j.cageo.2010.10.013_bib6 article-title: A turning bands program for conditional co-simulation of cross-correlated Gaussian random fields publication-title: Computers and Geosciences doi: 10.1016/j.cageo.2007.10.007 contributor: fullname: Emery – volume: 7 start-page: S9 year: 2001 ident: 10.1016/j.cageo.2010.10.013_bib19 article-title: Conditioning to dynamic data: an improved zonation approach publication-title: Petroleum Geosciences doi: 10.1144/petgeo.7.S.S9 contributor: fullname: Le Ravalec-Dupin – year: 1997 ident: 10.1016/j.cageo.2010.10.013_bib11 contributor: fullname: Goovaerts – volume: 26 start-page: 277 issue: 3 year: 1994 ident: 10.1016/j.cageo.2010.10.013_bib23 article-title: Spectral simulation of multivariable stationary random functions using covariance Fourier transforms publication-title: Mathematical Geology doi: 10.1007/BF02089226 contributor: fullname: Pardo-Iguzquiza – year: 1984 ident: 10.1016/j.cageo.2010.10.013_bib2 contributor: fullname: Anderson – year: 2010 ident: 10.1016/j.cageo.2010.10.013_bib9 article-title: Integration of 4D seismic data in an history matching process based on adaptive local parameterization publication-title: Journal of Petroleum Science and Engineering doi: 10.1016/j.petrol.2010.05.010 contributor: fullname: Gervais – volume: 203 start-page: 162 issue: 1–4 year: 1997 ident: 10.1016/j.cageo.2010.10.013_bib10 article-title: Stochastic simulation of transmissivity fields conditional to both transmissivity and piezometric data—1. Theory publication-title: Journal of Hydrology doi: 10.1016/S0022-1694(97)00098-X contributor: fullname: Gomez-Hernandez – volume: 39 start-page: 27 issue: 1 year: 2007 ident: 10.1016/j.cageo.2010.10.013_bib4 article-title: Comparing the gradual deformation with the probability perturbation method for solving inverse problems publication-title: Mathematical Geology doi: 10.1007/s11004-006-9064-6 contributor: fullname: Caers – volume: 26 start-page: 565 issue: 5 year: 1994 ident: 10.1016/j.cageo.2010.10.013_bib1 article-title: Joint simulation of multiple variables with a Markov-type coregionalization model publication-title: Mathematical Geology doi: 10.1007/BF02089242 contributor: fullname: Almeida – volume: 34 start-page: 1373 issue: 6 year: 1998 ident: 10.1016/j.cageo.2010.10.013_bib31 article-title: A comparison of seven geostatistically based inverse approaches to estimate transmissivities for modeling advective transport by groundwater flow publication-title: Water Resources Research doi: 10.1029/98WR00003 contributor: fullname: Zimmerman – volume: 32 start-page: 87 issue: 1 year: 2000 ident: 10.1016/j.cageo.2010.10.013_bib13 article-title: Gradual deformation and iterative calibration of Gaussian-related stochastic models publication-title: Mathematical Geology doi: 10.1023/A:1007506918588 contributor: fullname: Hu – volume: 295–305 year: 1984 ident: 10.1016/j.cageo.2010.10.013_bib21 article-title: Co-kriging new developments contributor: fullname: Meyers – year: 1995 ident: 10.1016/j.cageo.2010.10.013_bib27 contributor: fullname: Sun |
SSID | ssj0002285 |
Score | 2.1530008 |
Snippet | The geological characterization of formations such as reservoirs or underground storage sites entails the description of the spatial distribution of... |
SourceID | proquest crossref pascalfrancis fao elsevier |
SourceType | Aggregation Database Index Database Publisher |
StartPage | 1400 |
SubjectTerms | algorithms Calibration Computer simulation computers correlation Correlation coefficients Cosimulation Dynamics Earth sciences Earth, ocean, space Exact sciences and technology FFT-MA Gradual deformation Hydrocarbons Inverse modeling Mathematical models methodology Parameterization Parametrization Permeability Perturbation Porosity Sedimentary rocks |
Title | Cosimulation as a perturbation method for calibrating porosity and permeability fields to dynamic data |
URI | https://dx.doi.org/10.1016/j.cageo.2010.10.013 https://search.proquest.com/docview/919945606 |
Volume | 37 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Na9wwEB2yGwq9lH6SbdJFhx7rppZkWT6Gpem2hVzahdyEPssWYi_x5rCX_vbOWHYglPbQq0BYPFlv3thPMwBvndWukT4Vja9VgRGqLFysm8JVSkStgwh-cPleqfVGfrmuro9gNd2FIVvlyP2Z0we2HkfORzTPd9st3fFt9FAvinQ9xt0ZHGM4knIOxxefv66v7gmZc11NpTNpwlR8aLB5eTy2XbZ4kcurFH8LULNkO3JO2h7BS7nrxR8EPkSly6fwZJST7CKv-BkcxfY5PPo0tOs9vIC06vrtzdihi9meWbaLtxhlXB7J_aMZCleGj6PMmVzQDDU5ebkOzLaBJtzEXM37wAbDW8_2HQu5lT0ji-lL2Fx-_L5aF2NnhcLKku8L90FUTqbaCs3LhBJChFJHTBYsHmBvheWNk0ElTI547VWpncW0govkvU4RJdYrmLddG0-AeRdj45xQyWGmZ50rQ0gxeG4l5oqVX8C7CU6zywU0zOQs-2kG9A2hT4OI_gLUBLl58B4YpPh_TzzBDTL2B3Kj2XzjVDmP9Fel9QKWD3btfh0obaSotVoAm7bR4OmiXya2jd1dbxoqnYyiUL3-33WdwuP8GZpsaWcw39_exTeoY_ZuCbP3v8rl-Lb-BkCx8cI |
link.rule.ids | 315,786,790,4521,24144,27955,27956,45618,45712 |
linkProvider | Elsevier |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1NT9wwEB0BFWovFS2t2LZQH3okpbHz4RyrFbBQyqWsxM3yZ7WVSFZkOeylv70zdlKEKnrgasWK9eyZeZM8zwB8MlqaprAha2xdZRih8sz4uslMWQkvpRPORpXvZTWbF-fX5fUGTMe7MCSrHHx_8unRWw8jRwOaR8vFgu74NjLWiyJej3F3E54RGyBd1-ff9zoPzmU5Fs6kx8fSQ1HkZdFouyTwIo1XLh4LT5tBd6Sb1D1CF1LPi3_cd4xJJzvwciCT7Gta7yvY8O1r2D6NzXrXuxCmXb-4GfpzMd0zzZb-FmOMSSOpezRD2srwdZQ3kwaaISMnJdea6dbRhBufanmvWZS79WzVMZca2TMSmL6B-cnx1XSWDX0VMl3kfJWZL6I0Rai1kDwPSCCEy6XHVEGj-VotNG9M4aqAqRGvLSJqNCYVXARrZfBIsN7CVtu1fg-YNd43xogqGMzztDG5c8E7y3WBmWJpJ3A4wqmWqXyGGnVlv1REXxH6NIjoT6AaIVcPToFCB___iXu4QUr_RM-o5j841c0j9lVKOYGDB7v2dx1IbApRy2oCbNxGhbZFP0x067u7XjVUOBkpYfXuqev6CM9nV98v1MXZ5bf38CJ9kCaB2gfYWt3e-X1kNCtzEE_sH2Zn8pc |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Cosimulation+as+a+perturbation+method+for+calibrating+porosity+and+permeability+fields+to+dynamic+data&rft.jtitle=Computers+%26+geosciences&rft.au=Le+Ravalec-Dupin%2C+Mickaele&rft.au=Da+Veiga%2C+S%C3%A9bastien&rft.date=2011-09-01&rft.pub=Elsevier+Ltd&rft.issn=0098-3004&rft.eissn=1873-7803&rft.volume=37&rft.issue=9&rft.spage=1400&rft.epage=1412&rft_id=info:doi/10.1016%2Fj.cageo.2010.10.013&rft.externalDocID=S0098300410003389 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0098-3004&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0098-3004&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0098-3004&client=summon |