Integrating structural geological data into the inverse modelling framework of iTOUGH2
The validity of subsurface flow simulations strongly depends on the accuracy of relevant rock property values and their distribution in space. In realistic simulations, this spatial distribution is based on two geological considerations: (1) the subsurface structural setting, and (2) smaller-scale h...
Saved in:
| Published in: | Computers & geosciences Vol. 65; pp. 95 - 109 |
|---|---|
| Main Authors: | , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Elsevier Ltd
01.04.2014
|
| Subjects: | |
| ISSN: | 0098-3004, 1873-7803 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | The validity of subsurface flow simulations strongly depends on the accuracy of relevant rock property values and their distribution in space. In realistic simulations, this spatial distribution is based on two geological considerations: (1) the subsurface structural setting, and (2) smaller-scale heterogeneity within a hydrostratigraphic unit. Both aspects are subject to uncertainty, whereas techniques to address heterogeneity are well established, no general method exists to evaluate the influence of structural uncertainties. We present a method to include structural geological data (e.g. observations of geological contacts and faults) directly into an inversion framework, with the aim of enabling the inversion routine to adapt a full 3-D geological model with a set of geological parameters. In order to achieve this aim, we use a set of Python modules to combine several pre-existing codes into one workflow, to facilitate the consideration of a structural model in the typical model evaluation steps of sensitivity analysis, parameter estimation, and uncertainty propagation analysis. In a synthetic study, we then test the application of these three steps to analyse CO2 injection into an anticlinal structure with the potential of leakage through a fault zone. We consider several parts of the structural setting as uncertain, most importantly the position of the fault zone. We then evaluate (1) how sensitive CO2 arriving in several observation wells would be with respect to the geological parameters, (2) if it would be possible to determine the leak location from observations in shallow wells, and (3) how parametric uncertainty affects the expected CO2 leakage amount. In all these cases, our main focus is to consider the influence of the primary geological data on model outputs. We demonstrate that the integration of structural data into the iTOUGH2 framework enables the inversion routines to adapt the geological model, i.e. to re-generate the entire structural model based on changes in several sensitive geological parameters. Our workflow is a step towards a combined analysis of uncertainties not only in local heterogeneities but in the structural setting as well, for a more complete integration of geological knowledge into conceptual and numerical models.
[Display omitted] |
|---|---|
| AbstractList | The validity of subsurface flow simulations strongly depends on the accuracy of relevant rock property values and their distribution in space. In realistic simulations, this spatial distribution is based on two geological considerations: (1) the subsurface structural setting, and (2) smaller-scale heterogeneity within a hydrostratigraphic unit. Both aspects are subject to uncertainty, whereas techniques to address heterogeneity are well established, no general method exists to evaluate the influence of structural uncertainties. We present a method to include structural geological data (e.g. observations of geological contacts and faults) directly into an inversion framework, with the aim of enabling the inversion routine to adapt a full 3-D geological model with a set of geological parameters. In order to achieve this aim, we use a set of Python modules to combine several pre-existing codes into one workflow, to facilitate the consideration of a structural model in the typical model evaluation steps of sensitivity analysis, parameter estimation, and uncertainty propagation analysis. In a synthetic study, we then test the application of these three steps to analyse CO2 injection into an anticlinal structure with the potential of leakage through a fault zone. We consider several parts of the structural setting as uncertain, most importantly the position of the fault zone. We then evaluate (1) how sensitive CO2 arriving in several observation wells would be with respect to the geological parameters, (2) if it would be possible to determine the leak location from observations in shallow wells, and (3) how parametric uncertainty affects the expected CO2 leakage amount. In all these cases, our main focus is to consider the influence of the primary geological data on model outputs. We demonstrate that the integration of structural data into the iTOUGH2 framework enables the inversion routines to adapt the geological model, i.e. to re-generate the entire structural model based on changes in several sensitive geological parameters. Our workflow is a step towards a combined analysis of uncertainties not only in local heterogeneities but in the structural setting as well, for a more complete integration of geological knowledge into conceptual and numerical models. The validity of subsurface flow simulations strongly depends on the accuracy of relevant rock property values and their distribution in space. In realistic simulations, this spatial distribution is based on two geological considerations: (1) the subsurface structural setting, and (2) smaller-scale heterogeneity within a hydrostratigraphic unit. Both aspects are subject to uncertainty, whereas techniques to address heterogeneity are well established, no general method exists to evaluate the influence of structural uncertainties. We present a method to include structural geological data (e.g. observations of geological contacts and faults) directly into an inversion framework, with the aim of enabling the inversion routine to adapt a full 3-D geological model with a set of geological parameters. In order to achieve this aim, we use a set of Python modules to combine several pre-existing codes into one workflow, to facilitate the consideration of a structural model in the typical model evaluation steps of sensitivity analysis, parameter estimation, and uncertainty propagation analysis. In a synthetic study, we then test the application of these three steps to analyse CO2 injection into an anticlinal structure with the potential of leakage through a fault zone. We consider several parts of the structural setting as uncertain, most importantly the position of the fault zone. We then evaluate (1) how sensitive CO2 arriving in several observation wells would be with respect to the geological parameters, (2) if it would be possible to determine the leak location from observations in shallow wells, and (3) how parametric uncertainty affects the expected CO2 leakage amount. In all these cases, our main focus is to consider the influence of the primary geological data on model outputs. We demonstrate that the integration of structural data into the iTOUGH2 framework enables the inversion routines to adapt the geological model, i.e. to re-generate the entire structural model based on changes in several sensitive geological parameters. Our workflow is a step towards a combined analysis of uncertainties not only in local heterogeneities but in the structural setting as well, for a more complete integration of geological knowledge into conceptual and numerical models. [Display omitted] |
| Author | Croucher, Adrian Finsterle, Stefan Wellmann, J. Florian |
| Author_xml | – sequence: 1 givenname: J. Florian surname: Wellmann fullname: Wellmann, J. Florian email: florian.wellmann@graduate.uwa.edu.au, jan.florian.wellmann@gmail.com organization: CSIRO Earth Science and Resource Engineering, 26 Dick Perry Ave., Kensington, 6151 WA, Australia – sequence: 2 givenname: Stefan surname: Finsterle fullname: Finsterle, Stefan organization: Earth Sciences Division, Lawrence Berkeley National Laboratory, University of California, Berkeley, USA – sequence: 3 givenname: Adrian surname: Croucher fullname: Croucher, Adrian organization: Department of Engineering Science, University of Auckland, Private Bag 92019, Auckland, New Zealand |
| BookMark | eNqFkD1PwzAQhi1UJNrCL2DJyJLij3wODKiCtlKlLi2r5diX4JLExXaL-Pc4lIkBpju9ep_T6ZmgUW96QOiW4BnBJLvfz6RowMwoJiwkM0ySCzQmRc7ivMBshMYYl0XMME6u0MS5PcaY0iIdo5dV76Gxwuu-iZy3R-mPVrRRuNaaRsuwKuFFpHtvIv8KYTmBdRB1RkHbDlRtRQcfxr5Fpo70drNbLOk1uqxF6-DmZ07R7vlpO1_G681iNX9cx4KlpY8ZyyGDIqlLClVVZZVMUloWeZoqXNGaMqGqKsmoYjTDeVqLEhRTOQ0pE4IJNkV357sHa96P4DzvtJPhMdGDOTpOgx5GSMbSUGXnqrTGOQs1P1jdCfvJCeaDRb7n3xb5YHEIg8VAlb8oqX2wZXpvhW7_YR_OLAQDJw2WO6mhl6C0Bem5MvpP_gvEPZHt |
| CitedBy_id | crossref_primary_10_1016_j_geothermics_2024_103132 crossref_primary_10_1016_j_geothermics_2018_12_011 crossref_primary_10_1016_j_tust_2020_103391 crossref_primary_10_1190_INT_2019_0073_1 crossref_primary_10_1016_j_jvolgeores_2014_07_008 crossref_primary_10_1016_j_advwatres_2015_09_019 crossref_primary_10_1016_j_cageo_2021_105013 crossref_primary_10_1016_j_envsoft_2025_106557 crossref_primary_10_3390_min11111195 crossref_primary_10_1190_geo2016_0615_1 crossref_primary_10_5194_se_9_385_2018 crossref_primary_10_1007_s12583_021_1434_y crossref_primary_10_1016_j_egypro_2014_11_361 crossref_primary_10_1002_2016WR019715 crossref_primary_10_1016_j_cageo_2016_09_005 crossref_primary_10_1016_j_geothermics_2022_102520 crossref_primary_10_1007_s11053_024_10404_7 crossref_primary_10_1016_j_cageo_2013_06_009 crossref_primary_10_1016_j_cageo_2016_11_011 crossref_primary_10_1016_j_enggeo_2019_105246 crossref_primary_10_1007_s12665_016_5634_1 crossref_primary_10_1016_j_tecto_2018_09_005 |
| Cites_doi | 10.1016/0010-4485(92)90054-E 10.1007/BF02775087 10.1007/s11004-012-9389-2 10.1016/j.cageo.2008.06.005 10.2136/sssaj1980.03615995004400050002x 10.1016/j.tecto.2011.08.012 10.2172/985840 10.2136/vzj2004.0747 10.1007/s10064-005-0015-0 10.1016/j.tecto.2005.10.003 10.1007/s11004-010-9280-y 10.1007/s10596-010-9194-2 10.1016/j.tecto.2003.12.009 10.1016/j.tecto.2010.04.022 10.1109/MCSE.2010.119 10.1016/j.pepi.2008.06.013 10.1016/S0022-1694(96)03329-X 10.1016/j.cageo.2011.10.011 10.1016/j.enconman.2007.01.016 10.1016/S0098-3004(03)00085-2 10.1016/j.earscirev.2005.01.003 10.1016/j.geothermics.2008.04.003 10.1023/B:MATG.0000016228.75495.7c 10.1007/s11004-009-9244-2 10.1111/j.1745-6584.2010.00743.x 10.2118/35535-MS 10.1007/s10040-004-0404-7 10.2136/vzj2006.0078 10.1190/1.1484528 10.1144/petgeo.7.S.S31 10.1007/s10596-007-9063-9 10.1016/j.envsoft.2011.02.008 10.1023/A:1012513107364 10.1016/j.cageo.2010.11.009 |
| ContentType | Journal Article |
| Copyright | 2013 Elsevier Ltd |
| Copyright_xml | – notice: 2013 Elsevier Ltd |
| DBID | AAYXX CITATION 7S9 L.6 |
| DOI | 10.1016/j.cageo.2013.10.014 |
| DatabaseName | CrossRef AGRICOLA AGRICOLA - Academic |
| DatabaseTitle | CrossRef AGRICOLA AGRICOLA - Academic |
| DatabaseTitleList | AGRICOLA |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Geology |
| EISSN | 1873-7803 |
| EndPage | 109 |
| ExternalDocumentID | 10_1016_j_cageo_2013_10_014 S0098300413002781 |
| 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- 9DU AAHBH AATTM AAXKI AAYWO AAYXX ABJNI ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO ADXHL AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP CITATION EFKBS ~HD 7S9 L.6 |
| ID | FETCH-LOGICAL-a359t-337e6e84f92ebbb6bc45298755d0b2f23adbb462d326075fa9ed3d72dbb3aa3a3 |
| ISICitedReferencesCount | 21 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000334005700010&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0098-3004 |
| IngestDate | Thu Oct 02 04:15:10 EDT 2025 Sat Nov 29 07:24:42 EST 2025 Tue Nov 18 19:39:49 EST 2025 Fri Feb 23 02:34:01 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Uncertainty Parameter estimation Sensitivity analysis Monte Carlo Implicit geological modelling Multiphase flow simulation |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-a359t-337e6e84f92ebbb6bc45298755d0b2f23adbb462d326075fa9ed3d72dbb3aa3a3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
| PQID | 2101311635 |
| PQPubID | 24069 |
| PageCount | 15 |
| ParticipantIDs | proquest_miscellaneous_2101311635 crossref_primary_10_1016_j_cageo_2013_10_014 crossref_citationtrail_10_1016_j_cageo_2013_10_014 elsevier_sciencedirect_doi_10_1016_j_cageo_2013_10_014 |
| PublicationCentury | 2000 |
| PublicationDate | April 2014 2014-04-00 20140401 |
| PublicationDateYYYYMMDD | 2014-04-01 |
| PublicationDate_xml | – month: 04 year: 2014 text: April 2014 |
| PublicationDecade | 2010 |
| PublicationTitle | Computers & geosciences |
| PublicationYear | 2014 |
| Publisher | Elsevier Ltd |
| Publisher_xml | – name: Elsevier Ltd |
| References | Cherpeau, Caumon, Caers, Levy (bib9) 2012; 44 Sun, Sun (bib43) April 2006 Finsterle, S., 1999. iTOUGH2 User's Guide. Technical Report LBNL-40040, Lawrence Berkeley National Laboratory, Berkeley. Zhang, K., Wu, S.Y., Pruess, K., 2008. User's Guide for TOUGH2-MP-A Massively Parallel Version of the TOUGH2 Code. Lawrence Berkeley National Laboratory Report LBNL-315E. Zhang, Hubbard, Finsterle (bib51) 2011; 49 Deutsch, Journel (bib13) 1998 Mann, J.C., 1993. Uncertainty in geology. In: Computers in Geology—25 Years of Progress. Oxford University Press, Inc., pp. 241–254. Maxelon, Mancktelow (bib32) 2005; 71 Refsgaard (bib41) 1997; 198 Chilès, Delfiner (bib10) 1999 Lajaunie, Courrioux, Manuel (bib24) 1997; 29 Pruess, Spycher (bib38) 2007; 48 Finsterle, Kowalsky (bib18) 2008; 7 Deutsch (bib12) 2002 Zhang, Pinder (bib52) 2003; 39 Lecour, Cognot, Duvinage, Thore, Dulac (bib26) 2001; 7 Wellmann, Croucher, Regenauer-Lieb (bib48) 2011; 43 Mallet (bib28) 1992; 24 Carrera, Alcolea, Medina, Hidalgo, Slooten (bib6) 2005; 13 Caers (bib3) June 2011 Finsterle, Zhang (bib19) 2011; 37 Calcagno, Bouchot, Thinon, Bourgine (bib4) 2012; 526–529 Pruess, K., Oldenburg, C., Moridis, J.G., 2011. TOUGH2 Users Guide. Technical Report 43134, Lawrence Berkeley National Laboratory, Berkeley, CA, USA. Pruess, Spycher (bib39) 2007; 48 Caumon (bib7) 2010; 42 Suzuki, Caumon, Caers (bib44) 2008; 12 Joly, Guillen, Calcagno, Courrioux (bib22) 2000 Caumon, Collon-Drouaillet, Le Carlier de Veslud, Viseur, Sausse (bib8) 2009; 41 Pruess (bib36) 2005 Van Genuchten (bib47) 1980; 44 Finsterle, S., August 2011. iTOUGH2 Universal Optimization Using the PEST Protocol. Technical Report LBNL-3698E, Lawrence Berkeley National Laboratory, Berkeley, CA. Samson, P., Dubrule, O., Euler, N., 1996. Quantifying the impact of structural uncertainties on gross-rock volume estimates. In: European 3-D Reservoir Modelling Conference. Society of Petroleum Engineers, Stavanger, Norway. Finsterle (bib16) 2004; 3 Calcagno, Chiles, Courrioux, Guillen (bib5) 2008; 171 Oliver, Chen (bib34) 2011; 15 Putz, Stüwe, Jessell, Calcagno (bib40) 2006; 412 Bundschuh, J., Arriaga, S., 2010. Introduction to the numerical modeling of groundwater and geothermal systems: fundamentals of mass, energy and solute transport in poroelastic rocks. In: Multiphysics Modeling, vol. 2. CRC Press/Balkema, Leiden. Finsterle, Zhang (bib20) 2011; 26 Martelet, Calcagno, Gumiaux, Truffert, Bitri, Gapais, Brun (bib31) 2004; 382 Kiryukhin, Asaulova, Finsterle (bib23) 2008; 37 Bárdossy, Fodor (bib1) 2001; 10 Wellmann, Horowitz, Schill, Regenauer-Lieb (bib49) 2010; 490 Doherty, J., 1994. PEST: a unique computer program for model-independent parameter optimisation. Water Down Under 94: Groundwater/Surface Hydrology Common Interest Papers; Preprints of Papers, 551. Mallet (bib29) 2004; 36 Maxelon, Renard, Courrioux, Brandli, Mancktelow (bib33) 2009; 35 Lindsay, Ailleres, Jessell, de Kemp, Betts (bib27) 2012; April Turner (bib46) 2006; 65 Langtangen (bib25) 2008 Galera, Bennis, Moretti, Mallet (bib21) 2003; 29 Croucher, A., 2011. PyTOUGH: a Python Scripting Library for automating TOUGH2 simulations. In: Proceedings of the New Zealand Geothermal Workshop 2011, Auckland, New Zealand. Thore, Shtuka, Lecour, Ait-Ettajer, Cognot (bib45) 2002; 67 Pérez, Granger, Hunter (bib35) 2011; 13 Calcagno (10.1016/j.cageo.2013.10.014_bib5) 2008; 171 Deutsch (10.1016/j.cageo.2013.10.014_bib13) 1998 Finsterle (10.1016/j.cageo.2013.10.014_bib20) 2011; 26 10.1016/j.cageo.2013.10.014_bib50 10.1016/j.cageo.2013.10.014_bib2 Langtangen (10.1016/j.cageo.2013.10.014_bib25) 2008 Oliver (10.1016/j.cageo.2013.10.014_bib34) 2011; 15 Suzuki (10.1016/j.cageo.2013.10.014_bib44) 2008; 12 10.1016/j.cageo.2013.10.014_bib17 Joly (10.1016/j.cageo.2013.10.014_bib22) 2000 Finsterle (10.1016/j.cageo.2013.10.014_bib16) 2004; 3 Caers (10.1016/j.cageo.2013.10.014_bib3) 2011 Maxelon (10.1016/j.cageo.2013.10.014_bib32) 2005; 71 Cherpeau (10.1016/j.cageo.2013.10.014_bib9) 2012; 44 10.1016/j.cageo.2013.10.014_bib11 Kiryukhin (10.1016/j.cageo.2013.10.014_bib23) 2008; 37 Thore (10.1016/j.cageo.2013.10.014_bib45) 2002; 67 Wellmann (10.1016/j.cageo.2013.10.014_bib49) 2010; 490 10.1016/j.cageo.2013.10.014_bib15 10.1016/j.cageo.2013.10.014_bib14 Refsgaard (10.1016/j.cageo.2013.10.014_bib41) 1997; 198 Lindsay (10.1016/j.cageo.2013.10.014_bib27) 2012; April Zhang (10.1016/j.cageo.2013.10.014_bib52) 2003; 39 Galera (10.1016/j.cageo.2013.10.014_bib21) 2003; 29 Lajaunie (10.1016/j.cageo.2013.10.014_bib24) 1997; 29 Carrera (10.1016/j.cageo.2013.10.014_bib6) 2005; 13 Caumon (10.1016/j.cageo.2013.10.014_bib8) 2009; 41 Van Genuchten (10.1016/j.cageo.2013.10.014_bib47) 1980; 44 Finsterle (10.1016/j.cageo.2013.10.014_bib19) 2011; 37 Bárdossy (10.1016/j.cageo.2013.10.014_bib1) 2001; 10 Pruess (10.1016/j.cageo.2013.10.014_bib36) 2005 Sun (10.1016/j.cageo.2013.10.014_bib43) 2006 Wellmann (10.1016/j.cageo.2013.10.014_bib48) 2011; 43 Putz (10.1016/j.cageo.2013.10.014_bib40) 2006; 412 Lecour (10.1016/j.cageo.2013.10.014_bib26) 2001; 7 Mallet (10.1016/j.cageo.2013.10.014_bib29) 2004; 36 Mallet (10.1016/j.cageo.2013.10.014_bib28) 1992; 24 Finsterle (10.1016/j.cageo.2013.10.014_bib18) 2008; 7 Maxelon (10.1016/j.cageo.2013.10.014_bib33) 2009; 35 Caumon (10.1016/j.cageo.2013.10.014_bib7) 2010; 42 10.1016/j.cageo.2013.10.014_bib30 10.1016/j.cageo.2013.10.014_bib37 Pruess (10.1016/j.cageo.2013.10.014_bib39) 2007; 48 Calcagno (10.1016/j.cageo.2013.10.014_bib4) 2012; 526–529 Zhang (10.1016/j.cageo.2013.10.014_bib51) 2011; 49 Chilès (10.1016/j.cageo.2013.10.014_bib10) 1999 Turner (10.1016/j.cageo.2013.10.014_bib46) 2006; 65 Pruess (10.1016/j.cageo.2013.10.014_bib38) 2007; 48 Martelet (10.1016/j.cageo.2013.10.014_bib31) 2004; 382 10.1016/j.cageo.2013.10.014_bib42 Deutsch (10.1016/j.cageo.2013.10.014_bib12) 2002 Pérez (10.1016/j.cageo.2013.10.014_bib35) 2011; 13 |
| References_xml | – reference: Finsterle, S., 1999. iTOUGH2 User's Guide. Technical Report LBNL-40040, Lawrence Berkeley National Laboratory, Berkeley. – year: 2000 ident: bib22 article-title: Couping 3D Modelling and Forward–Inverse Modelling of Potential Field Data – volume: 13 start-page: 13 year: 2011 end-page: 21 ident: bib35 article-title: Python publication-title: Comput. Sci. Eng. – volume: 35 start-page: 644 year: 2009 end-page: 658 ident: bib33 article-title: A workflow to facilitate three-dimensional geometrical modelling of complex poly-deformed geological units publication-title: Comput. Geosci. – volume: 42 start-page: 555 year: 2010 end-page: 569 ident: bib7 article-title: Towards stochastic time-varying geological modeling publication-title: Math. Geosci. – volume: 15 start-page: 185 year: 2011 end-page: 221 ident: bib34 article-title: Recent progress on reservoir history matching publication-title: Comput. Geosci. – year: 2002 ident: bib12 article-title: Geostatistical Reservoir Modeling. Applied Geostatistics Series – volume: 67 start-page: 840 year: 2002 end-page: 852 ident: bib45 article-title: Structural uncertainties publication-title: Geophysics – volume: 43 start-page: 197 year: 2011 end-page: 206 ident: bib48 article-title: Python scripting libraries for subsurface fluid and heat flow simulations with TOUGH2 and SHEMAT publication-title: Comput. Geosci. – reference: Mann, J.C., 1993. Uncertainty in geology. In: Computers in Geology—25 Years of Progress. Oxford University Press, Inc., pp. 241–254. – volume: 29 start-page: 971 year: 2003 end-page: 984 ident: bib21 article-title: Construction of coherent 3D geological blocks publication-title: Comput. Geosci. – volume: 48 start-page: 1761 year: 2007 end-page: 1767 ident: bib38 article-title: ECO2N—a fluid property module for the TOUGH2 code for studies of CO publication-title: Energ. Convers. Manage. – volume: 36 start-page: 1 year: 2004 end-page: 32 ident: bib29 article-title: Space-time mathematical framework for sedimentary geology publication-title: Math. Geol. – volume: 3 start-page: 747 year: 2004 ident: bib16 article-title: Multiphase inverse modeling publication-title: Vadose Zone J. – volume: 10 start-page: 179 year: 2001 end-page: 187 ident: bib1 article-title: Traditional and new ways to handle uncertainty in geology publication-title: Nat. Resour. Res. – reference: Croucher, A., 2011. PyTOUGH: a Python Scripting Library for automating TOUGH2 simulations. In: Proceedings of the New Zealand Geothermal Workshop 2011, Auckland, New Zealand. – volume: 12 start-page: 105 year: 2008 end-page: 119 ident: bib44 article-title: Dynamic data integration for structural modeling publication-title: Comput. Geosci. – reference: Doherty, J., 1994. PEST: a unique computer program for model-independent parameter optimisation. Water Down Under 94: Groundwater/Surface Hydrology Common Interest Papers; Preprints of Papers, 551. – volume: 198 start-page: 69 year: 1997 end-page: 97 ident: bib41 article-title: Parameterisation, calibration and validation of distributed hydrological models publication-title: J. Hydrol. – volume: 44 start-page: 892 year: 1980 end-page: 898 ident: bib47 article-title: A closed-form equation for predicting the hydraulic conductivity of unsaturated soils publication-title: Soil Sci. Soc. Am. J. – volume: 44 start-page: 147 year: 2012 end-page: 168 ident: bib9 article-title: Method for stochastic inverse modeling of fault geometry and connectivity using flow data publication-title: Math. Geosci. – volume: 412 start-page: 87 year: 2006 end-page: 103 ident: bib40 article-title: Three-dimensional model and late stage warping of the Plattengneis Shear Zone in the Eastern Alps publication-title: Tectonophysics – volume: 49 start-page: 432 year: 2011 end-page: 444 ident: bib51 article-title: Factors governing sustainable groundwater pumping near a river publication-title: Ground Water – volume: 490 start-page: 141 year: 2010 end-page: 151 ident: bib49 article-title: Towards incorporating uncertainty of structural data in 3D geological inversion publication-title: Tectonophysics – volume: 29 start-page: 571 year: 1997 end-page: 584 ident: bib24 article-title: Foliation fields and 3D cartography in geology publication-title: Math. Geol. – volume: 382 start-page: 117 year: 2004 end-page: 128 ident: bib31 article-title: Integrated 3D geophysical and geological modelling of the Hercynian Suture Zone in the Champtoceaux area south Brittany France publication-title: Tectonophysics – volume: 37 start-page: 724 year: 2011 end-page: 730 ident: bib19 article-title: Error handling strategies in multiphase inverse modeling publication-title: Comput. Geosci. – reference: Zhang, K., Wu, S.Y., Pruess, K., 2008. User's Guide for TOUGH2-MP-A Massively Parallel Version of the TOUGH2 Code. Lawrence Berkeley National Laboratory Report LBNL-315E. – volume: 7 start-page: 31 year: 2001 end-page: 42 ident: bib26 article-title: Modelling of stochastic faults and fault networks in a structural uncertainty study publication-title: Petrol. Geosci. – volume: 39 year: 2003 ident: bib52 article-title: Latin hypercube lattice sample selection strategy for correlated random hydraulic conductivity fields publication-title: Water Resour. Res – volume: 71 start-page: 171 year: 2005 end-page: 227 ident: bib32 article-title: Three-dimensional geometry and tectonostratigraphy of the Pennine zone, Central Alps, Switzerland and Northern Italy publication-title: Earth-Sci. Rev. – volume: 37 start-page: 540 year: 2008 end-page: 562 ident: bib23 article-title: Inverse modeling and forecasting for the exploitation of the Pauzhetsky geothermal field, Kamchatka, Russia publication-title: Geothermics – volume: 65 start-page: 109 year: 2006 end-page: 127 ident: bib46 article-title: Challenges and trends for geological modelling and visualisation publication-title: Bull. Eng. Geol. Environ. – volume: 526–529 start-page: 185 year: 2012 end-page: 195 ident: bib4 article-title: A new 3D fault model of the Bouillante geothermal province combining onshore and offshore structural knowledge (French West Indies) publication-title: Tectonophysics – reference: Bundschuh, J., Arriaga, S., 2010. Introduction to the numerical modeling of groundwater and geothermal systems: fundamentals of mass, energy and solute transport in poroelastic rocks. In: Multiphysics Modeling, vol. 2. CRC Press/Balkema, Leiden. – year: June 2011 ident: bib3 article-title: Modeling Uncertainty in the Earth Sciences – volume: 26 start-page: 959 year: 2011 end-page: 968 ident: bib20 article-title: Solving iTOUGH2 simulation and optimization problems using the PEST protocol publication-title: Environ. Model. Softw. – reference: Pruess, K., Oldenburg, C., Moridis, J.G., 2011. TOUGH2 Users Guide. Technical Report 43134, Lawrence Berkeley National Laboratory, Berkeley, CA, USA. – volume: 24 start-page: 178 year: 1992 end-page: 191 ident: bib28 article-title: Discrete smooth interpolation in geometric modelling publication-title: Comput. Aided Design – year: 2008 ident: bib25 article-title: Python Scripting for Computational Science – volume: April start-page: 1 year: 2012 end-page: 44 ident: bib27 article-title: Locating and quantifying geological uncertainty in three-dimensional models publication-title: Tectonophysics – year: 2005 ident: bib36 article-title: ECO2N – year: April 2006 ident: bib43 article-title: Inverse Methods for Parameter Estimations – volume: 13 start-page: 206 year: 2005 end-page: 222 ident: bib6 article-title: Inverse problem in hydrogeology publication-title: Hydrogeol. J. – reference: Finsterle, S., August 2011. iTOUGH2 Universal Optimization Using the PEST Protocol. Technical Report LBNL-3698E, Lawrence Berkeley National Laboratory, Berkeley, CA. – volume: 171 start-page: 147 year: 2008 end-page: 157 ident: bib5 article-title: Geological modelling from field data and geological knowledge publication-title: Phys. Earth Planet. In. – volume: 41 start-page: 927 year: 2009 end-page: 945 ident: bib8 article-title: Surface-based 3D modeling of geological structures publication-title: Math. Geosci. – volume: 48 start-page: 1761 year: 2007 end-page: 1767 ident: bib39 article-title: ECO2N—a fluid property module for the TOUGH2 code for studies of CO publication-title: Energ. Convers. Manage. – year: 1999 ident: bib10 article-title: Geostatistics – year: 1998 ident: bib13 article-title: GSLIB – volume: 7 start-page: 287 year: 2008 end-page: 293 ident: bib18 article-title: Joint hydrological–geophysical inversion for soil structure identification publication-title: Vadose Zone J. – reference: Samson, P., Dubrule, O., Euler, N., 1996. Quantifying the impact of structural uncertainties on gross-rock volume estimates. In: European 3-D Reservoir Modelling Conference. Society of Petroleum Engineers, Stavanger, Norway. – volume: 24 start-page: 178 issue: 4 year: 1992 ident: 10.1016/j.cageo.2013.10.014_bib28 article-title: Discrete smooth interpolation in geometric modelling publication-title: Comput. Aided Design doi: 10.1016/0010-4485(92)90054-E – volume: 29 start-page: 571 issue: 4 year: 1997 ident: 10.1016/j.cageo.2013.10.014_bib24 article-title: Foliation fields and 3D cartography in geology publication-title: Math. Geol. doi: 10.1007/BF02775087 – volume: 44 start-page: 147 issue: January (2) year: 2012 ident: 10.1016/j.cageo.2013.10.014_bib9 article-title: Method for stochastic inverse modeling of fault geometry and connectivity using flow data publication-title: Math. Geosci. doi: 10.1007/s11004-012-9389-2 – ident: 10.1016/j.cageo.2013.10.014_bib50 – volume: 35 start-page: 644 issue: 3 year: 2009 ident: 10.1016/j.cageo.2013.10.014_bib33 article-title: A workflow to facilitate three-dimensional geometrical modelling of complex poly-deformed geological units publication-title: Comput. Geosci. doi: 10.1016/j.cageo.2008.06.005 – volume: 44 start-page: 892 issue: 5 year: 1980 ident: 10.1016/j.cageo.2013.10.014_bib47 article-title: A closed-form equation for predicting the hydraulic conductivity of unsaturated soils publication-title: Soil Sci. Soc. Am. J. doi: 10.2136/sssaj1980.03615995004400050002x – volume: 526–529 start-page: 185 year: 2012 ident: 10.1016/j.cageo.2013.10.014_bib4 article-title: A new 3D fault model of the Bouillante geothermal province combining onshore and offshore structural knowledge (French West Indies) publication-title: Tectonophysics doi: 10.1016/j.tecto.2011.08.012 – ident: 10.1016/j.cageo.2013.10.014_bib17 doi: 10.2172/985840 – volume: 3 start-page: 747 issue: 3 year: 2004 ident: 10.1016/j.cageo.2013.10.014_bib16 article-title: Multiphase inverse modeling publication-title: Vadose Zone J. doi: 10.2136/vzj2004.0747 – ident: 10.1016/j.cageo.2013.10.014_bib15 – volume: 65 start-page: 109 issue: 2 year: 2006 ident: 10.1016/j.cageo.2013.10.014_bib46 article-title: Challenges and trends for geological modelling and visualisation publication-title: Bull. Eng. Geol. Environ. doi: 10.1007/s10064-005-0015-0 – year: 2002 ident: 10.1016/j.cageo.2013.10.014_bib12 – year: 1999 ident: 10.1016/j.cageo.2013.10.014_bib10 – volume: 412 start-page: 87 issue: 1–2 year: 2006 ident: 10.1016/j.cageo.2013.10.014_bib40 article-title: Three-dimensional model and late stage warping of the Plattengneis Shear Zone in the Eastern Alps publication-title: Tectonophysics doi: 10.1016/j.tecto.2005.10.003 – volume: 42 start-page: 555 issue: May 5 year: 2010 ident: 10.1016/j.cageo.2013.10.014_bib7 article-title: Towards stochastic time-varying geological modeling publication-title: Math. Geosci. doi: 10.1007/s11004-010-9280-y – volume: 15 start-page: 185 issue: 1 year: 2011 ident: 10.1016/j.cageo.2013.10.014_bib34 article-title: Recent progress on reservoir history matching publication-title: Comput. Geosci. doi: 10.1007/s10596-010-9194-2 – year: 2000 ident: 10.1016/j.cageo.2013.10.014_bib22 – ident: 10.1016/j.cageo.2013.10.014_bib30 – volume: 382 start-page: 117 issue: 1–2 year: 2004 ident: 10.1016/j.cageo.2013.10.014_bib31 article-title: Integrated 3D geophysical and geological modelling of the Hercynian Suture Zone in the Champtoceaux area south Brittany France publication-title: Tectonophysics doi: 10.1016/j.tecto.2003.12.009 – volume: 490 start-page: 141 issue: Jul 3–4 year: 2010 ident: 10.1016/j.cageo.2013.10.014_bib49 article-title: Towards incorporating uncertainty of structural data in 3D geological inversion publication-title: Tectonophysics doi: 10.1016/j.tecto.2010.04.022 – year: 2008 ident: 10.1016/j.cageo.2013.10.014_bib25 – volume: 13 start-page: 13 issue: March (2) year: 2011 ident: 10.1016/j.cageo.2013.10.014_bib35 article-title: Python publication-title: Comput. Sci. Eng. doi: 10.1109/MCSE.2010.119 – volume: 171 start-page: 147 issue: 1–4 year: 2008 ident: 10.1016/j.cageo.2013.10.014_bib5 article-title: Geological modelling from field data and geological knowledge publication-title: Phys. Earth Planet. In. doi: 10.1016/j.pepi.2008.06.013 – volume: 198 start-page: 69 issue: 1–4 year: 1997 ident: 10.1016/j.cageo.2013.10.014_bib41 article-title: Parameterisation, calibration and validation of distributed hydrological models publication-title: J. Hydrol. doi: 10.1016/S0022-1694(96)03329-X – volume: 43 start-page: 197 year: 2011 ident: 10.1016/j.cageo.2013.10.014_bib48 article-title: Python scripting libraries for subsurface fluid and heat flow simulations with TOUGH2 and SHEMAT publication-title: Comput. Geosci. doi: 10.1016/j.cageo.2011.10.011 – volume: 48 start-page: 1761 issue: 6 year: 2007 ident: 10.1016/j.cageo.2013.10.014_bib39 article-title: ECO2N—a fluid property module for the TOUGH2 code for studies of CO2 storage in saline aquifers publication-title: Energ. Convers. Manage. doi: 10.1016/j.enconman.2007.01.016 – volume: 29 start-page: 971 issue: 8 year: 2003 ident: 10.1016/j.cageo.2013.10.014_bib21 article-title: Construction of coherent 3D geological blocks publication-title: Comput. Geosci. doi: 10.1016/S0098-3004(03)00085-2 – volume: 71 start-page: 171 issue: 3–4 year: 2005 ident: 10.1016/j.cageo.2013.10.014_bib32 article-title: Three-dimensional geometry and tectonostratigraphy of the Pennine zone, Central Alps, Switzerland and Northern Italy publication-title: Earth-Sci. Rev. doi: 10.1016/j.earscirev.2005.01.003 – ident: 10.1016/j.cageo.2013.10.014_bib37 – volume: 37 start-page: 540 issue: October (5) year: 2008 ident: 10.1016/j.cageo.2013.10.014_bib23 article-title: Inverse modeling and forecasting for the exploitation of the Pauzhetsky geothermal field, Kamchatka, Russia publication-title: Geothermics doi: 10.1016/j.geothermics.2008.04.003 – year: 2005 ident: 10.1016/j.cageo.2013.10.014_bib36 – year: 2006 ident: 10.1016/j.cageo.2013.10.014_bib43 – ident: 10.1016/j.cageo.2013.10.014_bib2 – year: 2011 ident: 10.1016/j.cageo.2013.10.014_bib3 – volume: 36 start-page: 1 issue: 1 year: 2004 ident: 10.1016/j.cageo.2013.10.014_bib29 article-title: Space-time mathematical framework for sedimentary geology publication-title: Math. Geol. doi: 10.1023/B:MATG.0000016228.75495.7c – volume: 41 start-page: 927 issue: 8 year: 2009 ident: 10.1016/j.cageo.2013.10.014_bib8 article-title: Surface-based 3D modeling of geological structures publication-title: Math. Geosci. doi: 10.1007/s11004-009-9244-2 – volume: 49 start-page: 432 issue: 3 year: 2011 ident: 10.1016/j.cageo.2013.10.014_bib51 article-title: Factors governing sustainable groundwater pumping near a river publication-title: Ground Water doi: 10.1111/j.1745-6584.2010.00743.x – ident: 10.1016/j.cageo.2013.10.014_bib42 doi: 10.2118/35535-MS – volume: 13 start-page: 206 issue: February (1) year: 2005 ident: 10.1016/j.cageo.2013.10.014_bib6 article-title: Inverse problem in hydrogeology publication-title: Hydrogeol. J. doi: 10.1007/s10040-004-0404-7 – volume: 7 start-page: 287 issue: 1 year: 2008 ident: 10.1016/j.cageo.2013.10.014_bib18 article-title: Joint hydrological–geophysical inversion for soil structure identification publication-title: Vadose Zone J. doi: 10.2136/vzj2006.0078 – volume: April start-page: 1 year: 2012 ident: 10.1016/j.cageo.2013.10.014_bib27 article-title: Locating and quantifying geological uncertainty in three-dimensional models publication-title: Tectonophysics – ident: 10.1016/j.cageo.2013.10.014_bib11 – volume: 39 issue: August 8 year: 2003 ident: 10.1016/j.cageo.2013.10.014_bib52 article-title: Latin hypercube lattice sample selection strategy for correlated random hydraulic conductivity fields publication-title: Water Resour. Res – volume: 48 start-page: 1761 issue: 6 year: 2007 ident: 10.1016/j.cageo.2013.10.014_bib38 article-title: ECO2N—a fluid property module for the TOUGH2 code for studies of CO2 storage in saline aquifers publication-title: Energ. Convers. Manage. doi: 10.1016/j.enconman.2007.01.016 – volume: 67 start-page: 840 issue: 3 year: 2002 ident: 10.1016/j.cageo.2013.10.014_bib45 article-title: Structural uncertainties publication-title: Geophysics doi: 10.1190/1.1484528 – volume: 7 start-page: 31 year: 2001 ident: 10.1016/j.cageo.2013.10.014_bib26 article-title: Modelling of stochastic faults and fault networks in a structural uncertainty study publication-title: Petrol. Geosci. doi: 10.1144/petgeo.7.S.S31 – ident: 10.1016/j.cageo.2013.10.014_bib14 – volume: 12 start-page: 105 issue: 1 year: 2008 ident: 10.1016/j.cageo.2013.10.014_bib44 article-title: Dynamic data integration for structural modeling publication-title: Comput. Geosci. doi: 10.1007/s10596-007-9063-9 – volume: 26 start-page: 959 issue: 7 year: 2011 ident: 10.1016/j.cageo.2013.10.014_bib20 article-title: Solving iTOUGH2 simulation and optimization problems using the PEST protocol publication-title: Environ. Model. Softw. doi: 10.1016/j.envsoft.2011.02.008 – year: 1998 ident: 10.1016/j.cageo.2013.10.014_bib13 – volume: 10 start-page: 179 issue: 3 year: 2001 ident: 10.1016/j.cageo.2013.10.014_bib1 article-title: Traditional and new ways to handle uncertainty in geology publication-title: Nat. Resour. Res. doi: 10.1023/A:1012513107364 – volume: 37 start-page: 724 issue: June 6 year: 2011 ident: 10.1016/j.cageo.2013.10.014_bib19 article-title: Error handling strategies in multiphase inverse modeling publication-title: Comput. Geosci. doi: 10.1016/j.cageo.2010.11.009 |
| SSID | ssj0002285 |
| Score | 2.2130535 |
| Snippet | The validity of subsurface flow simulations strongly depends on the accuracy of relevant rock property values and their distribution in space. In realistic... |
| SourceID | proquest crossref elsevier |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 95 |
| SubjectTerms | carbon dioxide computer software computers Implicit geological modelling mathematical models Monte Carlo Multiphase flow simulation Parameter estimation Sensitivity analysis subsurface flow Uncertainty wells |
| Title | Integrating structural geological data into the inverse modelling framework of iTOUGH2 |
| URI | https://dx.doi.org/10.1016/j.cageo.2013.10.014 https://www.proquest.com/docview/2101311635 |
| Volume | 65 |
| WOSCitedRecordID | wos000334005700010&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1873-7803 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002285 issn: 0098-3004 databaseCode: AIEXJ dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1JaxsxFBbGaaGX0qYtTTcU6K1V8EizSEcT4iyHtBCn9W2QRprgkIxD7IT0kP-ep21maEhoC70MRrY0Ru_TW6Sn7yH0WfOEyVFdEakrRVKlNeGmVkQUiiXaCF2l0hWbKA4P-Wwmvg8Gt_EuzPVZ0TT85kZc_FdRQxsI216d_Qtxt4NCA3wGocMTxA7PPxL8fiCA8BsFlh3WMWucmFbN2axQyxPhvc55YzMzjK-J4y6n1zFhy_FJTL8d7-7RvhMbK0EsHW5g4GBGW_f8Jwx0Hqsvb32Z2Cy_DoWTeWPZGXwe89HK1N1X25eLq4iisW47hV2JpJ_M4rbK4nWZLjfJqV_BiaX48sbHa1xeMFLwEeur5Dzr6VRfhDNY58SRKdxX_H4P4hSC-hN3pzNhWzZpL0k7O9dmHx7Z_-GYxpg7eIXgeY0WmeBDtDbe35kdtKacUp5F0lXbIdJWuQTBe696yLX5zcg7z2X6Aj0PIQcee6i8RAPTrKOnuw4Pv16hHz3A4A4wuAMMtoDBFjAYAIMDYHALGNwCBi9qHADzGh1PdqbbeyRU2yCSZWJFGCtMbnhaC2qUUrmq7Jk8hLOZHilaUya1UmlONTj84GfWUhjNdEGhlUnJJHuDhs2iMW8Rlims91HFUqFYmmkqVZVkRc2NhpEhothANE5UWQUqelsR5ayMOYenpZvd0s6ubYTZ3UBf204Xnonl8Z_nUQJlWAXeSSwBMo933IzyKkHV2vMz2ZjF1bKkiSOnAhf93b8O_h4961bLBzQEoZqP6El1vZovLz8F-N0BLiupNg |
| linkProvider | Elsevier |
| 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=Integrating+structural+geological+data+into+the+inverse+modelling+framework+of+iTOUGH2&rft.jtitle=Computers+%26+geosciences&rft.au=Wellmann%2C+J.+Florian&rft.au=Finsterle%2C+Stefan&rft.au=Croucher%2C+Adrian&rft.date=2014-04-01&rft.pub=Elsevier+Ltd&rft.issn=0098-3004&rft.eissn=1873-7803&rft.volume=65&rft.spage=95&rft.epage=109&rft_id=info:doi/10.1016%2Fj.cageo.2013.10.014&rft.externalDocID=S0098300413002781 |
| 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 |