MIN3P-HPC: A High-Performance Unstructured Grid Code for Subsurface Flow and Reactive Transport Simulation
The numerical simulation of flow and reactive transport in porous media with complex domains is nontrivial. This paper presents a method to implement fully unstructured grid capabilities into the well-established software ParMIN3P-THCm, a process-based numerical model designed for the investigation...
Saved in:
| Published in: | Mathematical geosciences Vol. 53; no. 4; pp. 517 - 550 |
|---|---|
| Main Authors: | , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.05.2021
Springer Nature B.V |
| Subjects: | |
| ISSN: | 1874-8961, 1874-8953 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | The numerical simulation of flow and reactive transport in porous media with complex domains is nontrivial. This paper presents a method to implement fully unstructured grid capabilities into the well-established software ParMIN3P-THCm, a process-based numerical model designed for the investigation of subsurface fluid flow and multicomponent reactive transport in variably saturated porous media with parallelization capability. The enhanced code, MIN3P-HPC, is modularized to support different cell types, spatial discretization methods and gradient reconstruction methods. MIN3P-HPC uses a vertex-centered control volume method with consideration of both vertex-based and cell-based material properties (e.g., permeability). A flexible parallelization scheme based on domain decomposition and thread acceleration was implemented, which allows the use of OpenMP, MPI and hybrid MPI-OpenMP, making optimized use of computer resources ranging from desktop PCs to distributed memory supercomputers. The code was verified by comparing the results obtained with the unstructured grid version to those produced by the structured grid version. Numerical accuracy was also verified against analytical solutions for 2D and 3D solute transport, and by comparison with third-party software using different cell types. Parallel efficiency of OpenMP, MPI and hybrid MPI-OpenMP versions was examined through a series of solute transport and reactive transport test cases. The results demonstrate the versatility and enhanced performance of MIN3P-HPC for reactive transport simulation. |
|---|---|
| AbstractList | The numerical simulation of flow and reactive transport in porous media with complex domains is nontrivial. This paper presents a method to implement fully unstructured grid capabilities into the well-established software ParMIN3P-THCm, a process-based numerical model designed for the investigation of subsurface fluid flow and multicomponent reactive transport in variably saturated porous media with parallelization capability. The enhanced code, MIN3P-HPC, is modularized to support different cell types, spatial discretization methods and gradient reconstruction methods. MIN3P-HPC uses a vertex-centered control volume method with consideration of both vertex-based and cell-based material properties (e.g., permeability). A flexible parallelization scheme based on domain decomposition and thread acceleration was implemented, which allows the use of OpenMP, MPI and hybrid MPI-OpenMP, making optimized use of computer resources ranging from desktop PCs to distributed memory supercomputers. The code was verified by comparing the results obtained with the unstructured grid version to those produced by the structured grid version. Numerical accuracy was also verified against analytical solutions for 2D and 3D solute transport, and by comparison with third-party software using different cell types. Parallel efficiency of OpenMP, MPI and hybrid MPI-OpenMP versions was examined through a series of solute transport and reactive transport test cases. The results demonstrate the versatility and enhanced performance of MIN3P-HPC for reactive transport simulation. |
| Author | Mayer, K. Ulrich MacQuarrie, Kerry T. B. Su, Danyang |
| Author_xml | – sequence: 1 givenname: Danyang orcidid: 0000-0003-0622-9319 surname: Su fullname: Su, Danyang email: dsu@eoas.ubc.ca organization: University of British Columbia – sequence: 2 givenname: K. Ulrich surname: Mayer fullname: Mayer, K. Ulrich organization: University of British Columbia – sequence: 3 givenname: Kerry T. B. surname: MacQuarrie fullname: MacQuarrie, Kerry T. B. organization: University of New Brunswick |
| BookMark | eNp9kMtOwzAQRS1UJNrCD7CyxDpgx3k47KqIPqQCFS1ry3Hskiq1i-2A-HtMg0BiwWpGmntm7twRGGijJQCXGF1jhPIbh0NJIhSjCBW0oFF-AoaY5klEi5QMfvoMn4GRczuEMkxSPAS7-8UDWUXzVXkLJ3DebF-ilbTK2D3XQsJn7bzthO-srOHMNjUsTS1hmMN1V7nOKh5U09a8Q65r-CS58M2bhBvLtTsY6-G62Xct943R5-BU8dbJi-86Bpvp3aacR8vH2aKcLCNOaOaDyULiiggh4xqRhCqe11iKvFJEpThVOK9qTqqCZFVCsVIVyaRQkteJ4GmVkDG46tcerHntpPNsZzqrw0UWp7igOaKoCKq4VwlrnLNSsYNt9tx-MIzYV6Ssj5SFSNkxUpYHiP6BROOPv3nLm_Z_lPSoC3f0VtpfV_9Qn5lqjho |
| CitedBy_id | crossref_primary_10_1016_j_jhydrol_2023_129515 crossref_primary_10_1016_j_jconhyd_2022_103983 crossref_primary_10_1007_s11242_024_02094_9 crossref_primary_10_1007_s11242_022_01860_x crossref_primary_10_1007_s42452_021_04396_9 crossref_primary_10_1007_s10596_024_10269_y crossref_primary_10_1029_2022WR032353 crossref_primary_10_1016_j_geoderma_2021_115665 crossref_primary_10_3389_frai_2021_648071 crossref_primary_10_3389_frwa_2021_618418 crossref_primary_10_1016_j_compgeo_2025_107579 crossref_primary_10_3389_fenvs_2024_1454295 crossref_primary_10_1016_j_jconhyd_2022_104023 crossref_primary_10_1016_j_geoen_2024_213592 crossref_primary_10_3390_eng3020021 crossref_primary_10_1016_j_cageo_2023_105402 crossref_primary_10_3390_w13030370 crossref_primary_10_3389_frwa_2022_974145 crossref_primary_10_3389_frwa_2021_590314 crossref_primary_10_3390_en15030925 crossref_primary_10_3390_app14093675 crossref_primary_10_1016_j_advwatres_2022_104189 crossref_primary_10_1016_j_jhazmat_2024_134156 crossref_primary_10_1007_s11004_023_10093_7 crossref_primary_10_1016_j_chemosphere_2023_138405 |
| Cites_doi | 10.2136/sssaj2017.02.0058 10.1016/S0098-3004(03)00004-9 10.1029/WR020i008p01099 10.1007/978-1-4612-1986-6_8 10.1007/s11004-017-9718-6 10.1016/j.cageo.2015.03.014 10.1007/s11004-016-9640-3 10.1007/978-3-642-60763-9 10.1007/s10596-009-9158-6 10.2136/sssaj1988.03615995005200060045x 10.1007/s10596-015-9480-0 10.1007/s12665-012-1546-x 10.1155/2018/9475741 10.1016/j.envsoft.2014.01.030 10.1016/j.envsoft.2017.06.008 10.1111/gfl.12148 10.1016/j.rser.2015.11.058 10.1029/2001WR000862 10.1016/j.jcp.2014.05.021 10.1023/A:1021291114475 10.1016/j.jconhyd.2009.02.009 10.1007/s10596-014-9443-x 10.1146/annurev.fluid.29.1.473 10.1021/es025597s 10.1007/s10596-014-9467-2 10.1111/j.1745-6584.2010.00732.x 10.1016/0309-1708(93)90014-7 10.2136/vzj2011.0053 10.1016/S0309-1708(02)00085-4 10.1016/S0022-1694(99)00077-3 10.1016/j.jcp.2013.09.024 10.1029/WR022i013p01790 10.1007/s10596-014-9463-6 10.1016/S0309-1708(99)00014-7 10.1029/WR023i010p01851 10.1111/gwat.12593 10.1007/s10596-010-9178-2 10.1016/S0169-7722(01)00173-5 10.2174/978160805306311201010160 10.1145/2929908.2929913 10.2172/1409218 10.2174/978160805306311201010212 10.2172/1012530 10.1109/HPCASIA.2005.74 10.3133/tm6A43 10.1016/j.compfluid.2016.08.002 10.1016/S0169-7722(01)00155-3 10.2174/978160805306311201010042 10.1007/978-3-642-12165-4_36 10.1007/978-3-540-68555-5_13 10.1016/j.advwatres.2020.103673 |
| ContentType | Journal Article |
| Copyright | The Author(s) 2020 The Author(s) 2020. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
| Copyright_xml | – notice: The Author(s) 2020 – notice: The Author(s) 2020. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
| DBID | C6C AAYXX CITATION 7SC 7TG 7UA 8FD C1K F1W FR3 H8D H96 JQ2 KL. KR7 L.G L7M L~C L~D |
| DOI | 10.1007/s11004-020-09898-7 |
| DatabaseName | Springer Nature OA Free Journals CrossRef Computer and Information Systems Abstracts Meteorological & Geoastrophysical Abstracts Water Resources Abstracts Technology Research Database Environmental Sciences and Pollution Management ASFA: Aquatic Sciences and Fisheries Abstracts Engineering Research Database Aerospace Database Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources ProQuest Computer Science Collection Meteorological & Geoastrophysical Abstracts - Academic Civil Engineering Abstracts Aquatic Science & Fisheries Abstracts (ASFA) Professional Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional |
| DatabaseTitle | CrossRef Civil Engineering Abstracts Aquatic Science & Fisheries Abstracts (ASFA) Professional Technology Research Database Computer and Information Systems Abstracts – Academic ProQuest Computer Science Collection Computer and Information Systems Abstracts Water Resources Abstracts Environmental Sciences and Pollution Management Computer and Information Systems Abstracts Professional Aerospace Database Meteorological & Geoastrophysical Abstracts Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources ASFA: Aquatic Sciences and Fisheries Abstracts Engineering Research Database Advanced Technologies Database with Aerospace Meteorological & Geoastrophysical Abstracts - Academic |
| DatabaseTitleList | CrossRef Civil Engineering Abstracts |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Geology Physics Computer Science |
| EISSN | 1874-8953 |
| EndPage | 550 |
| ExternalDocumentID | 10_1007_s11004_020_09898_7 |
| GrantInformation_xml | – fundername: Mitacs grantid: IT07518 funderid: http://dx.doi.org/10.13039/501100004489 – fundername: Nuclear Waste Management Organization (NWMO) grantid: GS601; GS701 |
| GroupedDBID | -5A -5G -BR -EM -Y2 -~C .86 .VR 06D 0R~ 0VY 199 1N0 203 29M 2J2 2JN 2JY 2KG 2KM 2LR 2VQ 2~H 30V 3V. 4.4 406 408 409 40D 40E 5GY 5VS 67M 67Z 6NX 78A 7XC 88I 8FE 8FG 8FH 8TC 8UJ 95- 95. 95~ 96X AAAVM AABHQ AACDK AAHNG AAIAL AAJBT AAJKR AANZL AARHV AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYQN AAYTO AAYZH ABAKF ABBBX ABBXA ABDBF ABDZT ABECU ABFTV ABHLI ABHQN ABJCF ABJNI ABJOX ABKCH ABKTR ABMNI ABMQK ABNWP ABQBU ABQSL ABSXP ABTEG ABTHY ABTKH ABTMW ABULA ABUWG ABWNU ABXPI ACAOD ACBXY ACDTI ACGFS ACGOD ACHSB ACHXU ACIWK ACKNC ACMDZ ACMLO ACOKC ACOMO ACPIV ACZOJ ADHIR ADINQ ADKNI ADKPE ADRFC ADTPH ADURQ ADYFF ADZKW AEBTG AEFQL AEGAL AEGNC AEJHL AEJRE AEKMD AEMSY AENEX AEOHA AEPYU AESKC AETLH AEUYN AEVLU AEXYK AFBBN AFEXP AFGCZ AFKRA AFLOW AFQWF AFRAH AFWTZ AFZKB AGAYW AGDGC AGJBK AGMZJ AGQEE AGQMX AGRTI AGWIL AGWZB AGYKE AHAVH AHBYD AHKAY AHSBF AHYZX AIAKS AIGIU AIIXL AILAN AITGF AJBLW AJRNO AJZVZ ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMXSW AMYLF AOCGG ARAPS ARMRJ ATCPS AXYYD AYJHY AZFZN AZQEC B-. BDATZ BENPR BGLVJ BGNMA BHPHI BKSAR BPHCQ BSONS C6C CAG CCPQU COF CSCUP DDRTE DNIVK DPUIP DU5 DWQXO EBLON EBS EIOEI EJD ESBYG F5P FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNUQQ GNWQR GQ6 GQ7 GQ8 H13 HCIFZ HF~ HG5 HG6 HLICF HMJXF HQYDN HRMNR HVGLF HZ~ I-F IJ- IKXTQ ITM IWAJR IXC IZIGR IZQ I~X I~Z J-C J0Z JBSCW JCJTX JZLTJ K6V K7- KOV L6V L8X LK5 LLZTM M0N M2P M4Y M7R M7S MA- N2Q N9A NB0 NPVJJ NQJWS NU0 O9- O93 O9G O9J OAM P2P P62 PATMY PCBAR PF0 PQQKQ PROAC PT4 PTHSS PYCSY Q2X QOS R89 R9I RIG ROL RPX RSV S16 S1Z S27 S3B SAP SCK SCLPG SDH SEV SHX SISQX SJYHP SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 TSG TSK TSV TUC TUS U2A UG4 UOJIU UTJUX UZXMN VC2 VFIZW W23 W48 WK8 YLTOR Z45 Z5O Z7R Z7X Z7Y Z7Z Z83 Z86 Z88 Z8M Z8R Z8S Z8T Z8W Z8Z ZMTXR ~02 ~A9 AAPKM AAYXX ABBRH ABDBE ABFSG ABRTQ ACSTC ADHKG AEZWR AFDZB AFFHD AFHIU AFOHR AGQPQ AHPBZ AHWEU AIXLP AMVHM ATHPR AYFIA CITATION PHGZM PHGZT PQGLB 7SC 7TG 7UA 8FD C1K F1W FR3 H8D H96 JQ2 KL. KR7 L.G L7M L~C L~D |
| ID | FETCH-LOGICAL-a386t-899e1b3cce2d0348fa7d1ec7bf3f515f17bda3b936b481ffb36ecfead4ca5b43 |
| IEDL.DBID | RSV |
| ISICitedReferencesCount | 30 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000582815000002&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1874-8961 |
| IngestDate | Thu Sep 25 00:48:07 EDT 2025 Tue Nov 18 21:36:18 EST 2025 Sat Nov 29 02:45:21 EST 2025 Fri Feb 21 02:49:10 EST 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 4 |
| Keywords | MIN3P-HPC Parallel computing Subsurface flow Reactive transport Unstructured grid |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-a386t-899e1b3cce2d0348fa7d1ec7bf3f515f17bda3b936b481ffb36ecfead4ca5b43 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| ORCID | 0000-0003-0622-9319 |
| OpenAccessLink | https://link.springer.com/10.1007/s11004-020-09898-7 |
| PQID | 2519870809 |
| PQPubID | 54390 |
| PageCount | 34 |
| ParticipantIDs | proquest_journals_2519870809 crossref_primary_10_1007_s11004_020_09898_7 crossref_citationtrail_10_1007_s11004_020_09898_7 springer_journals_10_1007_s11004_020_09898_7 |
| PublicationCentury | 2000 |
| PublicationDate | 2021-05-01 |
| PublicationDateYYYYMMDD | 2021-05-01 |
| PublicationDate_xml | – month: 05 year: 2021 text: 2021-05-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | Berlin/Heidelberg |
| PublicationPlace_xml | – name: Berlin/Heidelberg – name: Dordrecht |
| PublicationTitle | Mathematical geosciences |
| PublicationTitleAbbrev | Math Geosci |
| PublicationYear | 2021 |
| Publisher | Springer Berlin Heidelberg Springer Nature B.V |
| Publisher_xml | – name: Springer Berlin Heidelberg – name: Springer Nature B.V |
| References | Freedman, Chen, Finsterle, Freshley, Gorton, Gosink, Keating, Lansing, Moeglein, Murray, Pau, Porter, Purohit, Rockhold, Schuchardt, Sivaramakrishnan, Vessilinov, Waichler (CR18) 2014; 55 Appelo, Rolle (CR2) 2010; 48 Wei, Li, Tian, Li, Xu, Xu (CR60) 2015; 80 Simpson, Clement (CR51) 2003; 26 CR38 CR35 Mayer, MacQuarrie (CR36) 2010; 14 CR34 Huyakorn, Thomas, Thompson (CR24) 1984; 20 Meeussen (CR39) 2003; 37 Kang, Lichtner, Zhang (CR26) 2006; 111 CR31 Wösten, van Genuchten (CR64) 1988; 52 CR30 Bea, Wilson, Mayer, Dipple, Power, Gamazo (CR9) 2012; 11 Helmig (CR22) 1997 Balay, Gropp, McInnes, Smith, Arge, Bruaset, Langtangen (CR4) 1997 CR3 CR6 CR5 CR7 Forsyth (CR17) 1993; 16 CR48 CR47 Trinchero, Molinero, Ebrahimi, Puigdomenech, Gylling, Svensson, Bosbach, Deissmann (CR57) 2018; 50 CR44 CR41 Aavatsmark (CR1) 2002; 2 Nishikawa (CR43) 2014; 273 Mavriplis (CR33) 1997; 29 Su, Mayer, MacQuarrie (CR55) 2017; 95 Carrayrou, Hoffmann, Knabner, Kräutle, de Dieuleveult, Erhel, Van der Lee, Lagneau, Mayer, MacQuarrie (CR13) 2010; 14 Despotovic, Nedic, Despotovic, Cvetanovic (CR15) 2016; 56 Perko, Mayer, Kosakowski, Windt, Govaerts, Jacques, Su, Meeussen (CR46) 2015; 19 Farthing, Ogden (CR16) 2017; 81 CR19 Voss, Souza (CR59) 1987; 23 CR14 Marty, Bildstein, Blanc, Claret, Cochepin, Gaucher, Jacques, Lartigue, Liu, Meeussen, Munier, Pointeau, Su, Steefel (CR32) 2015; 19 CR56 Simmons, Elder (CR50) 2017; 55 CR53 CR52 van der Lee, De Windt, Lagneau, Goblet (CR58) 2003; 29 Mayer, Frind, Blowes (CR37) 2002; 38 Huyakorn, Springer, Guvanasen, Wadsworth (CR25) 1986; 22 Bea, Su, Mayer, MacQuarriefe (CR11) 2018; 2018 Şengör, Mayer, Greskowiak, Wanner, Su, Prommer (CR49) 2015; 19 CR29 CR28 Nishikawa (CR42) 2014; 256 Kolditz, Bauer, Bilke, Böttcher, Delfs, Fischer, Görke, Kalbacher, Kosakowski, McDermott, Park, Radu, Rink, Shao, Shao, Sun, Sun, Singh, Taron, Walther, Wang, Watanabe, Wu, Xie, Xu, Zehner (CR27) 2012; 67 Pasdunkorale, Turner (CR45) 2005; 23 CR66 CR21 CR65 CR20 CR63 Henderson, Mayer, Parker, Al (CR23) 2009; 106 CR62 CR61 Bea, Mayer, MacQuarrie (CR10) 2016; 16 Steefel, Appelo, Arora, Jacques, Kalbacher, Kolditz, Lagneau, Lichtner, Mayer, Meeussen, Molins, Moulton, Shao, Simunek, Spycher, Yabusaki, Yeh (CR54) 2014; 19 Boufadel, Suidan, Vensona (CR12) 1999; 221 Mostaghimi, Liu, Arns (CR40) 2016; 48 Bastian, Helmig (CR8) 1999; 23 J van der Lee (9898_CR58) 2003; 29 PS Huyakorn (9898_CR25) 1986; 22 9898_CR31 9898_CR30 R Helmig (9898_CR22) 1997 P Mostaghimi (9898_CR40) 2016; 48 9898_CR35 9898_CR34 D Su (9898_CR55) 2017; 95 9898_CR38 JCL Meeussen (9898_CR39) 2003; 37 9898_CR61 DJ Mavriplis (9898_CR33) 1997; 29 S Balay (9898_CR4) 1997 SA Bea (9898_CR10) 2016; 16 9898_CR21 9898_CR65 9898_CR20 9898_CR63 9898_CR62 M Despotovic (9898_CR15) 2016; 56 MW Farthing (9898_CR16) 2017; 81 P Bastian (9898_CR8) 1999; 23 P Forsyth (9898_CR17) 1993; 16 NCM Marty (9898_CR32) 2015; 19 M Simpson (9898_CR51) 2003; 26 9898_CR66 9898_CR29 I Aavatsmark (9898_CR1) 2002; 2 9898_CR28 J Pasdunkorale (9898_CR45) 2005; 23 CT Simmons (9898_CR50) 2017; 55 SS Şengör (9898_CR49) 2015; 19 J Carrayrou (9898_CR13) 2010; 14 9898_CR53 9898_CR52 PS Huyakorn (9898_CR24) 1984; 20 J Perko (9898_CR46) 2015; 19 K Mayer (9898_CR36) 2010; 14 H Nishikawa (9898_CR42) 2014; 256 9898_CR19 M Boufadel (9898_CR12) 1999; 221 KU Mayer (9898_CR37) 2002; 38 9898_CR14 O Kolditz (9898_CR27) 2012; 67 Q Kang (9898_CR26) 2006; 111 9898_CR56 TH Henderson (9898_CR23) 2009; 106 H Nishikawa (9898_CR43) 2014; 273 9898_CR5 CI Voss (9898_CR59) 1987; 23 9898_CR7 9898_CR6 9898_CR3 9898_CR41 SA Bea (9898_CR11) 2018; 2018 C Appelo (9898_CR2) 2010; 48 S Bea (9898_CR9) 2012; 11 P Trinchero (9898_CR57) 2018; 50 JHM Wösten (9898_CR64) 1988; 52 VL Freedman (9898_CR18) 2014; 55 X Wei (9898_CR60) 2015; 80 9898_CR47 CI Steefel (9898_CR54) 2014; 19 9898_CR44 9898_CR48 |
| References_xml | – volume: 81 start-page: 1257 year: 2017 end-page: 1269 ident: CR16 article-title: Numerical solution of Richards’ equation: a review of advances and challenges publication-title: Soil Sci Soc Am J doi: 10.2136/sssaj2017.02.0058 – volume: 29 start-page: 265 issue: 3 year: 2003 end-page: 275 ident: CR58 article-title: Module-oriented modeling of reactive transport with hytec publication-title: Comput Geosci doi: 10.1016/S0098-3004(03)00004-9 – volume: 20 start-page: 1099 issue: 8 year: 1984 end-page: 1115 ident: CR24 article-title: Techniques for making finite elements competitve in modeling flow in variably saturated porous media publication-title: Water Resour Res doi: 10.1029/WR020i008p01099 – volume: 111 start-page: B05203 year: 2006 ident: CR26 article-title: Lattice boltzmann pore-scale model for multicomponent reactive transport in porous media publication-title: J Geophys Res – ident: CR35 – ident: CR29 – ident: CR61 – start-page: 163 year: 1997 end-page: 202 ident: CR4 article-title: Modelling the closure-related geochemical evolution of groundwater at a former uranium mine publication-title: Modern software tools in scientific computing doi: 10.1007/978-1-4612-1986-6_8 – volume: 50 start-page: 549 issue: 5 year: 2018 end-page: 567 ident: CR57 article-title: Simulating oxygen intrusion into highly heterogeneous fractured media using high performance computing publication-title: Math Geosci doi: 10.1007/s11004-017-9718-6 – volume: 80 start-page: 26 year: 2015 end-page: 37 ident: CR60 article-title: Thc-mp: High performance numerical simulation of reactive transport and multiphase flow in porous media publication-title: Comput Geosci doi: 10.1016/j.cageo.2015.03.014 – volume: 48 start-page: 963 issue: 8 year: 2016 end-page: 983 ident: CR40 article-title: Numerical simulation of reactive transport on micro-ct images publication-title: Math Geosci doi: 10.1007/s11004-016-9640-3 – year: 1997 ident: CR22 publication-title: Multiphase flow and transport processes in the subsurface doi: 10.1007/978-3-642-60763-9 – volume: 14 start-page: 405 issue: 3 year: 2010 end-page: 419 ident: CR36 article-title: Solution of the momas reactive transport benchmark with min3p- model formulation and simulation results publication-title: Comput Geosci doi: 10.1007/s10596-009-9158-6 – volume: 52 start-page: 1762 year: 1988 end-page: 1770 ident: CR64 article-title: Using texture and other soil properties to predict the unsaturated soil hydraulic functions publication-title: Soil Sci Soc Am J doi: 10.2136/sssaj1988.03615995005200060045x – ident: CR21 – volume: 19 start-page: 569 issue: 3 year: 2015 end-page: 583 ident: CR49 article-title: A reactive transport benchmark on modeling biogenic uraninite re-oxidation by fe(iii)-(hydr)oxides publication-title: Comput Geosci doi: 10.1007/s10596-015-9480-0 – ident: CR19 – volume: 67 start-page: 589 issue: 2 year: 2012 end-page: 599 ident: CR27 article-title: Opengeosys: an open-source initiative for numerical simulation of thermo-hydro-mechanical/chemical (thm/c) processes in porous media publication-title: Environ Earth Sci doi: 10.1007/s12665-012-1546-x – volume: 2018 start-page: 1 year: 2018 end-page: 20 ident: CR11 article-title: Evaluation of the potential for dissolved oxygen ingress into deep sedimentary basins during a glaciation event publication-title: Geofluids doi: 10.1155/2018/9475741 – volume: 55 start-page: 176 year: 2014 end-page: 189 ident: CR18 article-title: A high-performance workflow system for subsurface simulation publication-title: Environ Model Softw doi: 10.1016/j.envsoft.2014.01.030 – volume: 95 start-page: 271 year: 2017 end-page: 289 ident: CR55 article-title: Parallelization of min3p-THCM: a high performance computational framework for subsurface flow and reactive transport simulation publication-title: Environ Model Softw doi: 10.1016/j.envsoft.2017.06.008 – volume: 16 start-page: 279 year: 2016 end-page: 300 ident: CR10 article-title: Reactive transport and thermo-hydro-mechanical coupling in deep sedimentary basins affected by glaciation cycles: model development, verification, and illustrative example publication-title: Geofluids doi: 10.1111/gfl.12148 – ident: CR5 – volume: 56 start-page: 246 year: 2016 end-page: 260 ident: CR15 article-title: Evaluation of empirical models for predicting monthly mean horizontal diffuse solar radiation publication-title: Renewab Sustain Energy Rev doi: 10.1016/j.rser.2015.11.058 – volume: 38 start-page: 1174 issue: 9 year: 2002 ident: CR37 article-title: Multicomponent reactive transport modeling in variably saturated porous media using a generalized formulation for kinetically controlled reactions publication-title: Water Resour Res doi: 10.1029/2001WR000862 – volume: 273 start-page: 287 issue: 15 year: 2014 end-page: 309 ident: CR43 article-title: First, second, and third order finite-volume schemes for advection-diffusion publication-title: J Comput Phys doi: 10.1016/j.jcp.2014.05.021 – volume: 23 start-page: 1 issue: 1 year: 2005 end-page: 16 ident: CR45 article-title: A second order control-volume finite-element least-squares strategy for simulating diffusion in strongly anisotropic media publication-title: J Comput Math – ident: CR66 – ident: CR47 – volume: 2 start-page: 405 issue: 3–4 year: 2002 end-page: 432 ident: CR1 article-title: An introduction to multipoint flux approximations for quadrilateral grids publication-title: Comput Geosci doi: 10.1023/A:1021291114475 – ident: CR14 – ident: CR53 – volume: 106 start-page: 195 issue: 3–4 year: 2009 end-page: 211 ident: CR23 article-title: Three-dimensional density-dependent flow and multicomponent reactive transport modeling of chlorinated solvent oxidation by potassium permanganate publication-title: J Contam Hydrol doi: 10.1016/j.jconhyd.2009.02.009 – ident: CR30 – volume: 19 start-page: 445 year: 2014 end-page: 478 ident: CR54 article-title: Reactive transport codes for subsurface environmental simulation publication-title: Comput Geosci doi: 10.1007/s10596-014-9443-x – volume: 29 start-page: 473 year: 1997 end-page: 514 ident: CR33 article-title: Unstructured grid techniques publication-title: Annu Rev Fluid Mech doi: 10.1146/annurev.fluid.29.1.473 – ident: CR6 – ident: CR56 – ident: CR63 – volume: 37 start-page: 1175 issue: 6 year: 2003 end-page: 1182 ident: CR39 article-title: Orchestra: an object-oriented framework for implementing chemical equilibrium models publication-title: Environ Sci Technol doi: 10.1021/es025597s – volume: 19 start-page: 673 issue: 3 year: 2015 end-page: 693 ident: CR46 article-title: Decalcification of cracked cement structures publication-title: Comput Geosci doi: 10.1007/s10596-014-9467-2 – volume: 48 start-page: 627 issue: 5 year: 2010 end-page: 632 ident: CR2 article-title: PHT3D: a reactive multicomponent transportmodel for saturated porous media publication-title: Ground Water doi: 10.1111/j.1745-6584.2010.00732.x – ident: CR44 – ident: CR48 – ident: CR65 – ident: CR3 – ident: CR38 – volume: 16 start-page: 351 issue: 6 year: 1993 end-page: 370 ident: CR17 article-title: A positivity preserving method for simulation of steam injection for napl site remediation publication-title: Adv Water Resour doi: 10.1016/0309-1708(93)90014-7 – ident: CR52 – volume: 11 start-page: 1 issue: 2 year: 2012 end-page: 17 ident: CR9 article-title: Reactive transport modeling of natural carbon sequestration in ultramafic mine tailings publication-title: Vadose Zone J doi: 10.2136/vzj2011.0053 – ident: CR31 – volume: 26 start-page: 17 issue: 1 year: 2003 end-page: 31 ident: CR51 article-title: Theoretical analysis of the worthiness of henry and elder problems as benchmarks of density-dependent groundwater flow models publication-title: Adv Water Resour doi: 10.1016/S0309-1708(02)00085-4 – volume: 221 start-page: 55 issue: 1–2 year: 1999 end-page: 74 ident: CR12 article-title: Numerical modeling of water flow below dry salt lakes: effect of capillarity and viscosity publication-title: J Hydrol doi: 10.1016/S0022-1694(99)00077-3 – volume: 256 start-page: 791 year: 2014 end-page: 805 ident: CR42 article-title: First-, second-, and third-order finite-volume schemes for diffusion publication-title: J Comput Phys doi: 10.1016/j.jcp.2013.09.024 – volume: 22 start-page: 1790 issue: 13 year: 1986 end-page: 1808 ident: CR25 article-title: A three-dimensional finite-element model for simulating water flow in variably saturated porous media publication-title: Water Resour Res doi: 10.1029/WR022i013p01790 – ident: CR34 – volume: 19 start-page: 635 issue: 3 year: 2015 end-page: 653 ident: CR32 article-title: Benchmarks for multicomponent reactive transport across a cement/clay interface publication-title: Comput Geosci doi: 10.1007/s10596-014-9463-6 – ident: CR7 – volume: 23 start-page: 199 issue: 3 year: 1999 end-page: 216 ident: CR8 article-title: Efficient fully-coupled solution techniques for two-phase flow in porous media: parallel multigrid solution and large scale computations publication-title: Adv Water Resour doi: 10.1016/S0309-1708(99)00014-7 – volume: 23 start-page: 1851 issue: 10 year: 1987 end-page: 1866 ident: CR59 article-title: Variable density flow and solute transport simulation of regional aquifers containing a narrow freshwater-saltwater transition zone publication-title: Water Resour Res doi: 10.1029/WR023i010p01851 – ident: CR28 – ident: CR41 – ident: CR62 – volume: 55 start-page: 926 issue: 6 year: 2017 end-page: 930 ident: CR50 article-title: The elder problem publication-title: Groundwater doi: 10.1111/gwat.12593 – volume: 14 start-page: 483 issue: 3 year: 2010 end-page: 502 ident: CR13 article-title: Comparison of numerical methods for simulating strongly nonlinear and heterogeneous reactive transport problems–the momas benchmark case publication-title: Comput Geosci doi: 10.1007/s10596-010-9178-2 – ident: CR20 – ident: 9898_CR38 doi: 10.1016/S0169-7722(01)00173-5 – volume: 19 start-page: 673 issue: 3 year: 2015 ident: 9898_CR46 publication-title: Comput Geosci doi: 10.1007/s10596-014-9467-2 – volume: 29 start-page: 265 issue: 3 year: 2003 ident: 9898_CR58 publication-title: Comput Geosci doi: 10.1016/S0098-3004(03)00004-9 – ident: 9898_CR19 – ident: 9898_CR5 – ident: 9898_CR47 doi: 10.2174/978160805306311201010160 – ident: 9898_CR35 – volume: 56 start-page: 246 year: 2016 ident: 9898_CR15 publication-title: Renewab Sustain Energy Rev doi: 10.1016/j.rser.2015.11.058 – volume: 67 start-page: 589 issue: 2 year: 2012 ident: 9898_CR27 publication-title: Environ Earth Sci doi: 10.1007/s12665-012-1546-x – ident: 9898_CR31 – volume: 221 start-page: 55 issue: 1–2 year: 1999 ident: 9898_CR12 publication-title: J Hydrol doi: 10.1016/S0022-1694(99)00077-3 – volume: 23 start-page: 1 issue: 1 year: 2005 ident: 9898_CR45 publication-title: J Comput Math – volume: 50 start-page: 549 issue: 5 year: 2018 ident: 9898_CR57 publication-title: Math Geosci doi: 10.1007/s11004-017-9718-6 – start-page: 163 volume-title: Modern software tools in scientific computing year: 1997 ident: 9898_CR4 doi: 10.1007/978-1-4612-1986-6_8 – ident: 9898_CR20 – volume-title: Multiphase flow and transport processes in the subsurface year: 1997 ident: 9898_CR22 doi: 10.1007/978-3-642-60763-9 – volume: 95 start-page: 271 year: 2017 ident: 9898_CR55 publication-title: Environ Model Softw doi: 10.1016/j.envsoft.2017.06.008 – ident: 9898_CR34 doi: 10.1145/2929908.2929913 – ident: 9898_CR6 doi: 10.2172/1409218 – volume: 16 start-page: 351 issue: 6 year: 1993 ident: 9898_CR17 publication-title: Adv Water Resour doi: 10.1016/0309-1708(93)90014-7 – volume: 111 start-page: B05203 year: 2006 ident: 9898_CR26 publication-title: J Geophys Res – ident: 9898_CR21 doi: 10.2174/978160805306311201010212 – ident: 9898_CR61 – ident: 9898_CR63 doi: 10.2172/1012530 – volume: 23 start-page: 1851 issue: 10 year: 1987 ident: 9898_CR59 publication-title: Water Resour Res doi: 10.1029/WR023i010p01851 – volume: 11 start-page: 1 issue: 2 year: 2012 ident: 9898_CR9 publication-title: Vadose Zone J doi: 10.2136/vzj2011.0053 – volume: 19 start-page: 569 issue: 3 year: 2015 ident: 9898_CR49 publication-title: Comput Geosci doi: 10.1007/s10596-015-9480-0 – ident: 9898_CR30 – volume: 19 start-page: 635 issue: 3 year: 2015 ident: 9898_CR32 publication-title: Comput Geosci doi: 10.1007/s10596-014-9463-6 – volume: 80 start-page: 26 year: 2015 ident: 9898_CR60 publication-title: Comput Geosci doi: 10.1016/j.cageo.2015.03.014 – ident: 9898_CR65 – volume: 26 start-page: 17 issue: 1 year: 2003 ident: 9898_CR51 publication-title: Adv Water Resour doi: 10.1016/S0309-1708(02)00085-4 – ident: 9898_CR7 – ident: 9898_CR29 doi: 10.1109/HPCASIA.2005.74 – volume: 2 start-page: 405 issue: 3–4 year: 2002 ident: 9898_CR1 publication-title: Comput Geosci doi: 10.1023/A:1021291114475 – volume: 2018 start-page: 1 year: 2018 ident: 9898_CR11 publication-title: Geofluids doi: 10.1155/2018/9475741 – ident: 9898_CR44 doi: 10.3133/tm6A43 – ident: 9898_CR48 doi: 10.1016/j.compfluid.2016.08.002 – ident: 9898_CR52 – ident: 9898_CR3 doi: 10.1016/S0169-7722(01)00155-3 – volume: 55 start-page: 926 issue: 6 year: 2017 ident: 9898_CR50 publication-title: Groundwater doi: 10.1111/gwat.12593 – volume: 256 start-page: 791 year: 2014 ident: 9898_CR42 publication-title: J Comput Phys doi: 10.1016/j.jcp.2013.09.024 – ident: 9898_CR14 – volume: 106 start-page: 195 issue: 3–4 year: 2009 ident: 9898_CR23 publication-title: J Contam Hydrol doi: 10.1016/j.jconhyd.2009.02.009 – ident: 9898_CR66 – volume: 55 start-page: 176 year: 2014 ident: 9898_CR18 publication-title: Environ Model Softw doi: 10.1016/j.envsoft.2014.01.030 – volume: 38 start-page: 1174 issue: 9 year: 2002 ident: 9898_CR37 publication-title: Water Resour Res doi: 10.1029/2001WR000862 – volume: 14 start-page: 483 issue: 3 year: 2010 ident: 9898_CR13 publication-title: Comput Geosci doi: 10.1007/s10596-010-9178-2 – volume: 81 start-page: 1257 year: 2017 ident: 9898_CR16 publication-title: Soil Sci Soc Am J doi: 10.2136/sssaj2017.02.0058 – volume: 29 start-page: 473 year: 1997 ident: 9898_CR33 publication-title: Annu Rev Fluid Mech doi: 10.1146/annurev.fluid.29.1.473 – ident: 9898_CR62 doi: 10.2174/978160805306311201010042 – volume: 16 start-page: 279 year: 2016 ident: 9898_CR10 publication-title: Geofluids doi: 10.1111/gfl.12148 – volume: 22 start-page: 1790 issue: 13 year: 1986 ident: 9898_CR25 publication-title: Water Resour Res doi: 10.1029/WR022i013p01790 – volume: 273 start-page: 287 issue: 15 year: 2014 ident: 9898_CR43 publication-title: J Comput Phys doi: 10.1016/j.jcp.2014.05.021 – ident: 9898_CR53 – volume: 52 start-page: 1762 year: 1988 ident: 9898_CR64 publication-title: Soil Sci Soc Am J doi: 10.2136/sssaj1988.03615995005200060045x – ident: 9898_CR41 doi: 10.1007/978-3-642-12165-4_36 – volume: 20 start-page: 1099 issue: 8 year: 1984 ident: 9898_CR24 publication-title: Water Resour Res doi: 10.1029/WR020i008p01099 – volume: 23 start-page: 199 issue: 3 year: 1999 ident: 9898_CR8 publication-title: Adv Water Resour doi: 10.1016/S0309-1708(99)00014-7 – ident: 9898_CR28 doi: 10.1007/978-3-540-68555-5_13 – volume: 48 start-page: 627 issue: 5 year: 2010 ident: 9898_CR2 publication-title: Ground Water doi: 10.1111/j.1745-6584.2010.00732.x – volume: 48 start-page: 963 issue: 8 year: 2016 ident: 9898_CR40 publication-title: Math Geosci doi: 10.1007/s11004-016-9640-3 – volume: 37 start-page: 1175 issue: 6 year: 2003 ident: 9898_CR39 publication-title: Environ Sci Technol doi: 10.1021/es025597s – volume: 19 start-page: 445 year: 2014 ident: 9898_CR54 publication-title: Comput Geosci doi: 10.1007/s10596-014-9443-x – ident: 9898_CR56 doi: 10.1016/j.advwatres.2020.103673 – volume: 14 start-page: 405 issue: 3 year: 2010 ident: 9898_CR36 publication-title: Comput Geosci doi: 10.1007/s10596-009-9158-6 |
| SSID | ssj0061351 |
| Score | 2.422895 |
| Snippet | The numerical simulation of flow and reactive transport in porous media with complex domains is nontrivial. This paper presents a method to implement fully... |
| SourceID | proquest crossref springer |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 517 |
| SubjectTerms | Chemistry and Earth Sciences Computational fluid dynamics Computer programs Computer Science Distributed memory Domain decomposition methods Earth and Environmental Science Earth Sciences Exact solutions Fluid flow Geotechnical Engineering & Applied Earth Sciences Hydrogeology Image reconstruction Material properties Mathematical models Numerical models Numerical simulations Parallel processing Performance enhancement Permeability Physics Porous media Simulation Software Solute transport Solutes Statistics for Engineering Structured grids (mathematics) Subsurface flow Supercomputers Transport Two dimensional analysis Unstructured grids (mathematics) |
| Title | MIN3P-HPC: A High-Performance Unstructured Grid Code for Subsurface Flow and Reactive Transport Simulation |
| URI | https://link.springer.com/article/10.1007/s11004-020-09898-7 https://www.proquest.com/docview/2519870809 |
| Volume | 53 |
| WOSCitedRecordID | wos000582815000002&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: PRVAVX databaseName: SpringerLINK Contemporary 1997-Present customDbUrl: eissn: 1874-8953 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0061351 issn: 1874-8961 databaseCode: RSV dateStart: 20080101 isFulltext: true titleUrlDefault: https://link.springer.com/search?facet-content-type=%22Journal%22 providerName: Springer Nature |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LSwMxEA5aFbz4FuuLHLxpYHeT3WS9lWLVg6W0Kt6WPKFSW-lD8d-bpFkXRQW9LWQ2hJnJPMjMfACcsDTN8iTFiDCRI5KpCAmeUCQNttmEtZXEKA82Qdtt9vCQd0JT2KSsdi-fJL2lrprdYl80YdOdyIEeIroIlqy7Yw6wodu7L-1v5jDnXJrFKEEsz-LQKvP9Hp_dURVjfnkW9d6mtf6_c26AtRBdwsZcHTbBgh5ugfUSuQGGi7wFVi49oO-b_fIloHKyDR5vrtu4g646zXPYgK7-A3WqrgJ4F0bNzsZawctxX8HmSGlo16EzPrOx4ZaqNRi9Qj5UsKu5t6TwY3o67PWfAlbYDrhtXdw2r1BAYkAcs2xq2ZjrWGApdaIiTJjhVMVaUmGwsQGRialQHIscZ4Kw2BiBMy2NVVIieSoI3gW14Wio9wC0ESe3MZ5KmKQkNTSPMsaZJHEkIyFNXgdxKY9ChinlDixjUFTzlR1_C8vfwvO3oHVw-vHP83xGx6_Uh6WYi3BfJ4Xr37WWi0X2AGelWKvln3fb_xv5AVhNXFGMr5g8BDUrOH0EluXLtD8ZH3s9fgcIQepH |
| linkProvider | Springer Nature |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3dSxwxEB_sadGX2lrF8zMPfWsDu5vsJuubHD1P1OPQs_i25BNO9E7u_MD_3iRmXVqqoG8LmQ1hZjIfZGZ-AD94nhdllhNMuSwxLXSCpcgYVpa4bMLZSmp1AJtg_T6_uCgHsSlsVle710-SwVI3zW5pKJpw6U7iQQ8x-wTz1HksPzH_9OxPbX8Ljznn0yzOKOZlkcZWmf_v8bc7amLMf55Fg7fpLn_snF_hS4wu0f6zOnyDOTNegeUauQHFi7wCnw8CoO-j-woloGr2HS5PDvtkgHuDzh7aR77-Aw-argJ0HkfN3k2NRgfTkUadiTbIrSNvfO6mVjiq7tXkAYmxRqdGBEuKXqano7PRdcQKW4Vh9_ew08MRiQELwotbx8bSpJIoZTKdEMqtYDo1iklLrAuIbMqkFkSWpJCUp9ZKUhhlnZJSJXJJyRq0xpOxWQfkIk7hYjydccVoblmZFFxwRdNEJVLZsg1pLY9KxSnlHizjqmrmK3v-Vo6_VeBvxdrw8-Wfm-cZHW9Sb9ViruJ9nVW-f9dZLp64A_yqxdosv77bxvvId2GxNzw5ro4P-0ebsJT5AplQPbkFLSdEsw0L6v52NJvuBJ1-Agt77Ss |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LT9wwEB7xKFUvQClVedYHbsUiiZ3Y4YYWFlBhFZWHuEV-SlvRLNpdQPx7bG9CoCpIFbdIdixrZjyekb-ZD2CLp2mWJynBlMsc00xHWIqEYWWJyyacr6RWB7IJ1uvxq6u8eFbFH9DuzZPkpKbBd2mqxjs32u60hW9xAFC41CfyBIiYTcMs9UB6n6-fXTa-OPP8cz7l4oxinmdxXTbz7zVeXk1tvPnXE2m4eboL79_zIszXUSfam5jJZ5gy1RIsNIwOqD7gSzB3GIh-H9xXgIaq0Rf4fXrcIwU-Kjq7aA95XAgu2moDdFG3oL0dGo0Oh32NOgNtkBtH3indDq1ws7rXg3skKo1-GRE8LHrqqo7O-n9qDrFlOO8enHeOcM3QgAXh2diJNDexJEqZREeEciuYjo1i0hLrAiUbM6kFkTnJJOWxtZJkRllnvFSJVFLyFWaqQWW-AXKRqHCxn064YjS1LI8yLrhyOlWRVDZfgbjRTanq7uWeROO6bPsue_mWTr5lkG_JVuDH0z83k94db85eb1Re1ud4VPq6XufReOQ2sN2ouB1-fbXV_5v-HT4W-93y5Lj3cw0-JR43E0CV6zDjdGg24IO6G_dHw81g3o_4VfYP |
| 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=MIN3P-HPC%3A+A+High-Performance+Unstructured+Grid+Code+for+Subsurface+Flow+and+Reactive+Transport+Simulation&rft.jtitle=Mathematical+geosciences&rft.au=Su%2C+Danyang&rft.au=Mayer%2C+K.+Ulrich&rft.au=MacQuarrie%2C+Kerry+T.+B.&rft.date=2021-05-01&rft.issn=1874-8961&rft.eissn=1874-8953&rft.volume=53&rft.issue=4&rft.spage=517&rft.epage=550&rft_id=info:doi/10.1007%2Fs11004-020-09898-7&rft.externalDBID=n%2Fa&rft.externalDocID=10_1007_s11004_020_09898_7 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1874-8961&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1874-8961&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1874-8961&client=summon |