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 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">Russian Journal of Earth Sciences</journal-id>
   <journal-title-group>
    <journal-title xml:lang="en">Russian Journal of Earth Sciences</journal-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Russian Journal of Earth Sciences</trans-title>
    </trans-title-group>
   </journal-title-group>
   <issn publication-format="online">1681-1208</issn>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="publisher-id">46610</article-id>
   <article-categories>
    <subj-group subj-group-type="toc-heading" xml:lang="ru">
     <subject>ОРИГИНАЛЬНЫЕ СТАТЬИ</subject>
    </subj-group>
    <subj-group subj-group-type="toc-heading" xml:lang="en">
     <subject>ORIGINAL ARTICLES</subject>
    </subj-group>
    <subj-group>
     <subject>ОРИГИНАЛЬНЫЕ СТАТЬИ</subject>
    </subj-group>
   </article-categories>
   <title-group>
    <article-title xml:lang="en">Estimation of in-situ horizontal stresses using the linear poroelastic model and minifrac test results in tectonically active area</article-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Estimation of in-situ horizontal stresses using the linear poroelastic model and minifrac test results in tectonically active area</trans-title>
    </trans-title-group>
   </title-group>
   <contrib-group content-type="authors">
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Hayavi</surname>
       <given-names>Mohammad Tabaeh </given-names>
      </name>
      <name xml:lang="en">
       <surname>Hayavi</surname>
       <given-names>Mohammad Tabaeh </given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-1"/>
    </contrib>
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Abdideh</surname>
       <given-names>Mohammad </given-names>
      </name>
      <name xml:lang="en">
       <surname>Abdideh</surname>
       <given-names>Mohammad </given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-2"/>
    </contrib>
   </contrib-group>
   <aff-alternatives id="aff-1">
    <aff>
     <institution xml:lang="ru">Department of Petroleum Engineering, Omidiyeh Branch, Islamic Azad University, Omidiyeh, Iran</institution>
     <country>ru</country>
    </aff>
    <aff>
     <institution xml:lang="en">Department of Petroleum Engineering, Omidiyeh Branch, Islamic Azad University, Omidiyeh, Iran</institution>
     <country>ru</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-2">
    <aff>
     <institution xml:lang="ru">Department of Petroleum Engineering, Omidiyeh Branch, Islamic Azad University, Omidiyeh, Iran</institution>
     <country>ru</country>
    </aff>
    <aff>
     <institution xml:lang="en">Department of Petroleum Engineering, Omidiyeh Branch, Islamic Azad University, Omidiyeh, Iran</institution>
     <country>ru</country>
    </aff>
   </aff-alternatives>
   <volume>16</volume>
   <issue>4</issue>
   <fpage>1</fpage>
   <lpage>9</lpage>
   <history>
    <date date-type="received" iso-8601-date="2021-10-29T12:54:03+03:00">
     <day>29</day>
     <month>10</month>
     <year>2021</year>
    </date>
   </history>
   <self-uri xlink:href="https://rjes.ru/en/nauka/article/46610/view">https://rjes.ru/en/nauka/article/46610/view</self-uri>
   <abstract xml:lang="ru">
    <p>Accurate estimation of in situ stresses of a subsurface formation is important to get a basic knowledge of formation structure and position of anomalies, groundwater flows, performing fracturing operations, drilling operations, oil and/or gas production stimulation, wellbore stability analysis, and coupled geomechanics-reservoir simulation in petroleum engineering. In this paper, at first a new method for estimation of minimum and maximum horizontal stresses in tectonically active area based on the modification of linear poroelastic model and minifrac test results is presented. The rock mechanical properties used in poroelastic model are determinded using the artificial neural networks. Then, this method is applied to field data in order to verify the applicability of the modified linear poroelastic model. The results indicated that the agreement between the results of minifrac test and modified linear poroelastic model is satisfactory. Furthermore, application of artificial neural networks in this methodology increases the accuracy of linear poroelastic model for estimation of horizontal stresses.</p>
   </abstract>
   <trans-abstract xml:lang="en">
    <p>Accurate estimation of in situ stresses of a subsurface formation is important to get a basic knowledge of formation structure and position of anomalies, groundwater flows, performing fracturing operations, drilling operations, oil and/or gas production stimulation, wellbore stability analysis, and coupled geomechanics-reservoir simulation in petroleum engineering. In this paper, at first a new method for estimation of minimum and maximum horizontal stresses in tectonically active area based on the modification of linear poroelastic model and minifrac test results is presented. The rock mechanical properties used in poroelastic model are determinded using the artificial neural networks. Then, this method is applied to field data in order to verify the applicability of the modified linear poroelastic model. The results indicated that the agreement between the results of minifrac test and modified linear poroelastic model is satisfactory. Furthermore, application of artificial neural networks in this methodology increases the accuracy of linear poroelastic model for estimation of horizontal stresses.</p>
   </trans-abstract>
   <kwd-group xml:lang="ru">
    <kwd>Minifrac tests</kwd>
    <kwd>linear poroelastic model</kwd>
    <kwd>horizontal stress</kwd>
    <kwd>tectonically active area</kwd>
   </kwd-group>
   <kwd-group xml:lang="en">
    <kwd>Minifrac tests</kwd>
    <kwd>linear poroelastic model</kwd>
    <kwd>horizontal stress</kwd>
    <kwd>tectonically active area</kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <p></p>
 </body>
 <back>
  <ref-list>
   <ref id="B1">
    <label>1.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Aadnoy, B., Loooyeh, R.  Petroleum Rock Mechanics: Drilling Operation and Well design, First edition - New York: Elsevier., 2011.</mixed-citation>
     <mixed-citation xml:lang="en">Aadnoy, B., Loooyeh, R.  Petroleum Rock Mechanics: Drilling Operation and Well design, First edition - New York: Elsevier., 2011.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B2">
    <label>2.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Abdideh, M., Fathabadi, M. R.  Analysis of stress field and determination of safe mud window, // Journal of Petroleum Exploration and Production Technology, 2013. - v. 3 - p. 105.</mixed-citation>
     <mixed-citation xml:lang="en">Abdideh, M., Fathabadi, M. R.  Analysis of stress field and determination of safe mud window, // Journal of Petroleum Exploration and Production Technology, 2013. - v. 3 - p. 105.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B3">
    <label>3.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Alipour Tabrizy, V., Mirzaahmadian, Y.  Investigation of Sand Production Onset: A New Approach Based on Petrophysical Logs. SPE 150529 // Proceedings of the SPE Annual Technical Conference and Exhibition. 15-17 February, Louisiana - Louisiana: SPE., 2012. - p. 334.</mixed-citation>
     <mixed-citation xml:lang="en">Alipour Tabrizy, V., Mirzaahmadian, Y.  Investigation of Sand Production Onset: A New Approach Based on Petrophysical Logs. SPE 150529 // Proceedings of the SPE Annual Technical Conference and Exhibition. 15-17 February, Louisiana - Louisiana: SPE., 2012. - p. 334.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B4">
    <label>4.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Al-Qahtani, M., Rahim, Z.  A Mathematical Algorithm for Modeling Geomechanical Rock Properties of the Khuff and Pre-Khuff Reservoirs in Ghawar Field. SPE 68194 // Proceedings of the SPE Annual Technical Conference and Exhibition 17-20 March, Bahrain - Bahrain: SPE., 2001. - p. 123.</mixed-citation>
     <mixed-citation xml:lang="en">Al-Qahtani, M., Rahim, Z.  A Mathematical Algorithm for Modeling Geomechanical Rock Properties of the Khuff and Pre-Khuff Reservoirs in Ghawar Field. SPE 68194 // Proceedings of the SPE Annual Technical Conference and Exhibition 17-20 March, Bahrain - Bahrain: SPE., 2001. - p. 123.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B5">
    <label>5.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Blanton, T., Olson, J.  Stress Magnitudes from Logs: Effects of Tectonic Strains and Temperature, // SPE Reservoir Evalution and Engineering, 1999. - v. 5 - p. 62.</mixed-citation>
     <mixed-citation xml:lang="en">Blanton, T., Olson, J.  Stress Magnitudes from Logs: Effects of Tectonic Strains and Temperature, // SPE Reservoir Evalution and Engineering, 1999. - v. 5 - p. 62.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B6">
    <label>6.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Bourgoyne, A. T., Chenevert, M. E., Millheim, K., Young, F.  Applied Drilling Engineering. Textbook Series - Richardson, Texas: SPE., 1991. - 212-223 pp.</mixed-citation>
     <mixed-citation xml:lang="en">Bourgoyne, A. T., Chenevert, M. E., Millheim, K., Young, F.  Applied Drilling Engineering. Textbook Series - Richardson, Texas: SPE., 1991. - 212-223 pp.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B7">
    <label>7.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Brudy, M., et al.  Estimation of the complete stress tensor to 8 km depth in the KTB scientific drill holes: Implications for crustal strength, // J. Geophys. Res., 1997. - v. 102 - no. 18 - p. 1453.</mixed-citation>
     <mixed-citation xml:lang="en">Brudy, M., et al.  Estimation of the complete stress tensor to 8 km depth in the KTB scientific drill holes: Implications for crustal strength, // J. Geophys. Res., 1997. - v. 102 - no. 18 - p. 1453.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B8">
    <label>8.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Crain, E.  Crain's Petrophysical Handbook - Alberta: Mindware., 2010.</mixed-citation>
     <mixed-citation xml:lang="en">Crain, E.  Crain's Petrophysical Handbook - Alberta: Mindware., 2010.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B9">
    <label>9.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Dehghan, S., Sattari, Gh., Chehreh Chelgany, S., Aliabadi, M. A.  Prediction of uniaxial compressive strength and modulus of elasticity for Travertine samples using regression and artificial neural networks, // Mining Science and Technology, 2010. - v. 20 - p. 41.</mixed-citation>
     <mixed-citation xml:lang="en">Dehghan, S., Sattari, Gh., Chehreh Chelgany, S., Aliabadi, M. A.  Prediction of uniaxial compressive strength and modulus of elasticity for Travertine samples using regression and artificial neural networks, // Mining Science and Technology, 2010. - v. 20 - p. 41.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B10">
    <label>10.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Gronseth, J. M., Kry, P. R.  Instantaneous shut-in pressure and its relationship to the minimum in-situ stress // Proc. Hydraulic Fracturing Stress Measurements, Monterey - Washington, DC: National Academy Press., 1983. - p. 55.</mixed-citation>
     <mixed-citation xml:lang="en">Gronseth, J. M., Kry, P. R.  Instantaneous shut-in pressure and its relationship to the minimum in-situ stress // Proc. Hydraulic Fracturing Stress Measurements, Monterey - Washington, DC: National Academy Press., 1983. - p. 55.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B11">
    <label>11.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Haimson, B., Fairhurst, C.  In situ stress determination at great depth by means of hydraulic fracturing // 11th Symposium on Rock Mechanics - W. Somerton: Society of Mining Engineers of AIME., 1970. - p. 559.</mixed-citation>
     <mixed-citation xml:lang="en">Haimson, B., Fairhurst, C.  In situ stress determination at great depth by means of hydraulic fracturing // 11th Symposium on Rock Mechanics - W. Somerton: Society of Mining Engineers of AIME., 1970. - p. 559.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B12">
    <label>12.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Haimson, B. C., Cornet, F. H.  ISRM suggested methods for rock stress estimation, part 3: Hydraulic fracturing (HF) and/or hydraulic testing of pre-existing fractures (HTPF), // International Journal of Rock Mechanics and Mining Science, 2003. - v. 40 - p. 1011.</mixed-citation>
     <mixed-citation xml:lang="en">Haimson, B. C., Cornet, F. H.  ISRM suggested methods for rock stress estimation, part 3: Hydraulic fracturing (HF) and/or hydraulic testing of pre-existing fractures (HTPF), // International Journal of Rock Mechanics and Mining Science, 2003. - v. 40 - p. 1011.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B13">
    <label>13.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Hareland, G., Harikrishnan, R.  Comparison and Verification of Electric-Log-Derived Rock Stresses and Rock Stresses Determined From the Mohr Failure Envelope, // Journal SPE Formation Evaluation, 1996. - v. 6 - no. 2 - p. 219.</mixed-citation>
     <mixed-citation xml:lang="en">Hareland, G., Harikrishnan, R.  Comparison and Verification of Electric-Log-Derived Rock Stresses and Rock Stresses Determined From the Mohr Failure Envelope, // Journal SPE Formation Evaluation, 1996. - v. 6 - no. 2 - p. 219.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B14">
    <label>14.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Hassanzadeh,  G., Kobraei,  M. , Ahanjan,  A. , Tirtashi,  R. , Rashidi, M., Khaleghi, M.  Petroleum System Analysis Using Geochemical Studies, Isotope and 1D Basin Modeling in Hendijan Oil Field, SW Iran IPTC 14797 // Proceedings of the International Petroleum Technology Conference, Bangkok, Thailand, 7-9 February - Bangkok, Thailand: PTC., 2011. - p. 85.</mixed-citation>
     <mixed-citation xml:lang="en">Hassanzadeh,  G., Kobraei,  M. , Ahanjan,  A. , Tirtashi,  R. , Rashidi, M., Khaleghi, M.  Petroleum System Analysis Using Geochemical Studies, Isotope and 1D Basin Modeling in Hendijan Oil Field, SW Iran IPTC 14797 // Proceedings of the International Petroleum Technology Conference, Bangkok, Thailand, 7-9 February - Bangkok, Thailand: PTC., 2011. - p. 85.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B15">
    <label>15.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Heidbach, O., Tingay, M., Barth, A., Reinecker, J., Kurfe\ss, D., Müller, B.  The World Stress Map based on the database release 2008 - Paris: Commission for the Geological Map of the World., 2009.</mixed-citation>
     <mixed-citation xml:lang="en">Heidbach, O., Tingay, M., Barth, A., Reinecker, J., Kurfe\ss, D., Müller, B.  The World Stress Map based on the database release 2008 - Paris: Commission for the Geological Map of the World., 2009.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B16">
    <label>16.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Hickman, S. H., Zoback, M. D.  The interpretation of hydraulic fracturing pressuretime data for in situ stress determination // Hydraulic Fracturing Measurements - Washington, DC: National Academy Press., 1983. - p. 55.</mixed-citation>
     <mixed-citation xml:lang="en">Hickman, S. H., Zoback, M. D.  The interpretation of hydraulic fracturing pressuretime data for in situ stress determination // Hydraulic Fracturing Measurements - Washington, DC: National Academy Press., 1983. - p. 55.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B17">
    <label>17.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Higgins, S., Goodwin, S., Donald, A., Bratton, T., Tracy, G.  Anisotropic Stress Models Improve Completion Design in Baxter Shale // Proceedings of the SPE Annual Technical Conference and Exhibition - Denver, Colorado: SPE., 2008. - p. 1.</mixed-citation>
     <mixed-citation xml:lang="en">Higgins, S., Goodwin, S., Donald, A., Bratton, T., Tracy, G.  Anisotropic Stress Models Improve Completion Design in Baxter Shale // Proceedings of the SPE Annual Technical Conference and Exhibition - Denver, Colorado: SPE., 2008. - p. 1.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B18">
    <label>18.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Hubbert, M. K., Willis, D. G.  Mechanics of hydraulic fracturing, // Pet. Trans. AIME, 1957. - v. 210 - p. 153.</mixed-citation>
     <mixed-citation xml:lang="en">Hubbert, M. K., Willis, D. G.  Mechanics of hydraulic fracturing, // Pet. Trans. AIME, 1957. - v. 210 - p. 153.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B19">
    <label>19.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Keshavarzi, R., Jalili, S.  Building a mechanical earth model and its application in a geomechanical analysis of hydraulic fracture behaviour in naturally fractured reservoirs, // European Journal of Environmental and Civil Engineering, 2014. - v. 18 - no. 3 - p. 336.</mixed-citation>
     <mixed-citation xml:lang="en">Keshavarzi, R., Jalili, S.  Building a mechanical earth model and its application in a geomechanical analysis of hydraulic fracture behaviour in naturally fractured reservoirs, // European Journal of Environmental and Civil Engineering, 2014. - v. 18 - no. 3 - p. 336.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B20">
    <label>20.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Khazaei, J., Shahbazi, F.  Modelling physical and physiological damage to wheat seeds under impact loading using artificial neural networks // Proc. International Conference on Agrophysics, Lublin, February 17-19, 2005 - Bangkok: PTC., 2005. - p. 11.</mixed-citation>
     <mixed-citation xml:lang="en">Khazaei, J., Shahbazi, F.  Modelling physical and physiological damage to wheat seeds under impact loading using artificial neural networks // Proc. International Conference on Agrophysics, Lublin, February 17-19, 2005 - Bangkok: PTC., 2005. - p. 11.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B21">
    <label>21.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Li, Y., Bridgwater, J.  Prediction of extrusion pressure using an artificial neural network, // Powder Technology, 2000. - v. 2000 - no. 108 - p. 11.</mixed-citation>
     <mixed-citation xml:lang="en">Li, Y., Bridgwater, J.  Prediction of extrusion pressure using an artificial neural network, // Powder Technology, 2000. - v. 2000 - no. 108 - p. 11.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B22">
    <label>22.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Moazzeni, A., Nabaei, M., Shahbazi, Kh., Shadravan, A.  Mechanical Earth Modeling Improves Drilling Efficiency and Reduces Non-Productive Time (NPT), SPE 131718 // Prepared for presentation at the SPE Deep Gas Conference and Exhibition held in Manama, Bahrain, 2521 January - Bahrain: SPE., 2011. - p. 99.</mixed-citation>
     <mixed-citation xml:lang="en">Moazzeni, A., Nabaei, M., Shahbazi, Kh., Shadravan, A.  Mechanical Earth Modeling Improves Drilling Efficiency and Reduces Non-Productive Time (NPT), SPE 131718 // Prepared for presentation at the SPE Deep Gas Conference and Exhibition held in Manama, Bahrain, 2521 January - Bahrain: SPE., 2011. - p. 99.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B23">
    <label>23.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Mohammadi, M., Kamali, M., Kadkhodaie, A., Kazemzadeh, E.  Estimation of geomechanical parameters from petrophysical data using Neuro-fuzzy systems // 15th Geophysical Conference, Iran, 5-8 Jul. 2012 - Iran: GCI., 2012. - p. 212.</mixed-citation>
     <mixed-citation xml:lang="en">Mohammadi, M., Kamali, M., Kadkhodaie, A., Kazemzadeh, E.  Estimation of geomechanical parameters from petrophysical data using Neuro-fuzzy systems // 15th Geophysical Conference, Iran, 5-8 Jul. 2012 - Iran: GCI., 2012. - p. 212.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B24">
    <label>24.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Motiei, H.  Petroleum Geology of Zagros-1 - Iran: Geological Survey of Iran., 1995. - 589-600 pp.</mixed-citation>
     <mixed-citation xml:lang="en">Motiei, H.  Petroleum Geology of Zagros-1 - Iran: Geological Survey of Iran., 1995. - 589-600 pp.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B25">
    <label>25.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Nabaei, M., Shahbazi, K., Shadravan, A., Moazzeni, M.  Artificial neural network modelling enhances shear wave transit time. SPE 12158 // Proceedings of the SPE Annual Technical Conference and Exhibition, 16-20 November, Kish Island - Kish Island: SPE., 2009. - p. 170.</mixed-citation>
     <mixed-citation xml:lang="en">Nabaei, M., Shahbazi, K., Shadravan, A., Moazzeni, M.  Artificial neural network modelling enhances shear wave transit time. SPE 12158 // Proceedings of the SPE Annual Technical Conference and Exhibition, 16-20 November, Kish Island - Kish Island: SPE., 2009. - p. 170.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B26">
    <label>26.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Nauroy, J.  Geomechanics Applied to the Petroleum Industry // IFP Energies Nouvelles - Paris: Elsevier., 2011. - p. 135.</mixed-citation>
     <mixed-citation xml:lang="en">Nauroy, J.  Geomechanics Applied to the Petroleum Industry // IFP Energies Nouvelles - Paris: Elsevier., 2011. - p. 135.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B27">
    <label>27.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Perchikolaee, S. R., et al.  Building a Precise Mechanical Earth Model and its Application in Drilling Operation Optimization: A Case Study of Asmari Formation in Mansuri Oil Field. SPE 132204 // Proceedings of the SPE Annual Technical Conference and Exhibition, 8-10 June 2010 - Bahrain: SPE., 2010. - p. 448.</mixed-citation>
     <mixed-citation xml:lang="en">Perchikolaee, S. R., et al.  Building a Precise Mechanical Earth Model and its Application in Drilling Operation Optimization: A Case Study of Asmari Formation in Mansuri Oil Field. SPE 132204 // Proceedings of the SPE Annual Technical Conference and Exhibition, 8-10 June 2010 - Bahrain: SPE., 2010. - p. 448.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B28">
    <label>28.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Raaen, A. M., Horsrud, P., Kjolt, H., and, D.  Improved routine estimation of the minimum horizontal stress component from extended leak-off tests, // International Journal of Rock Mechanics and Mining Science, 2006. - v. 43 - p. 37.</mixed-citation>
     <mixed-citation xml:lang="en">Raaen, A. M., Horsrud, P., Kjolt, H., and, D.  Improved routine estimation of the minimum horizontal stress component from extended leak-off tests, // International Journal of Rock Mechanics and Mining Science, 2006. - v. 43 - p. 37.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B29">
    <label>29.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Rabbani, A. R., Bagheri, A., Tirtashi, R.  Hydrocarbon Source Rock Evaluation of the Super Giant Ahwaz Oil Field, SW Iran Australian, // Journal of Basic and Applied Sciences, 2010. - v. 4 - no. 5 - p. 673.</mixed-citation>
     <mixed-citation xml:lang="en">Rabbani, A. R., Bagheri, A., Tirtashi, R.  Hydrocarbon Source Rock Evaluation of the Super Giant Ahwaz Oil Field, SW Iran Australian, // Journal of Basic and Applied Sciences, 2010. - v. 4 - no. 5 - p. 673.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B30">
    <label>30.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Reynolds, D., Mildren, S., Hillis, R., Meyer, J.  Constraining stress magnitudes using petroleum exploration data in the Cooper-Eromanga Basins, Australia, // J. Tectonophysics, 2006. - v. 415 - p. 123.</mixed-citation>
     <mixed-citation xml:lang="en">Reynolds, D., Mildren, S., Hillis, R., Meyer, J.  Constraining stress magnitudes using petroleum exploration data in the Cooper-Eromanga Basins, Australia, // J. Tectonophysics, 2006. - v. 415 - p. 123.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B31">
    <label>31.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Sabzehparvar, M., Nabi-Bidhendi, M.  Estimation of Elastic Parameters in Oil Reservoir with Using Well log Information and Neural network, // Journal of Earth, 2008. - v. 1 - p. 23.</mixed-citation>
     <mixed-citation xml:lang="en">Sabzehparvar, M., Nabi-Bidhendi, M.  Estimation of Elastic Parameters in Oil Reservoir with Using Well log Information and Neural network, // Journal of Earth, 2008. - v. 1 - p. 23.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B32">
    <label>32.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Song, L.  Measurement of minimum horizontal stress from logging and drilling data in unconventional oil and gas - Calgary: University of Calgary., 2012.</mixed-citation>
     <mixed-citation xml:lang="en">Song, L.  Measurement of minimum horizontal stress from logging and drilling data in unconventional oil and gas - Calgary: University of Calgary., 2012.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B33">
    <label>33.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Teichrob, R., Kustamsi, A., Hareland, G., Odiegwu, U.  Estimating In Situ Stress Magnitudes and Orientations in an Albertan Field in Western Canada, ARMA 10-224 // Proceedings of the 44th US Rock Mechanics Symposium and 5th U.S.-Canada Rock Mechanics Symposium, Salt Lake City, UT June 27-30 2010 - Thailand: CRMS., 2010. - p. 210.</mixed-citation>
     <mixed-citation xml:lang="en">Teichrob, R., Kustamsi, A., Hareland, G., Odiegwu, U.  Estimating In Situ Stress Magnitudes and Orientations in an Albertan Field in Western Canada, ARMA 10-224 // Proceedings of the 44th US Rock Mechanics Symposium and 5th U.S.-Canada Rock Mechanics Symposium, Salt Lake City, UT June 27-30 2010 - Thailand: CRMS., 2010. - p. 210.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B34">
    <label>34.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Trippi, R. R., Turban, E.  Neural Networks in Finance and Investing-Using Artificial Intelligence to Improve Real-World Performance - New York: McGraw-Hill., 1996.</mixed-citation>
     <mixed-citation xml:lang="en">Trippi, R. R., Turban, E.  Neural Networks in Finance and Investing-Using Artificial Intelligence to Improve Real-World Performance - New York: McGraw-Hill., 1996.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B35">
    <label>35.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Wang, H. F.  Theory of Linear Poroelasticity - Princeton: Princeton University Press., 2000.</mixed-citation>
     <mixed-citation xml:lang="en">Wang, H. F.  Theory of Linear Poroelasticity - Princeton: Princeton University Press., 2000.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B36">
    <label>36.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Warpinski, N. R., Smith, M. B.  Rock mechanics and fracture geometry in recent advances in hydraulic fracturing, // Journal of Society of Petroleum Engineers, Gidley, J. L. (Ed.) Recent Advances in Hydraulic Fracturing, 1989. - v. 12 - p. 66.</mixed-citation>
     <mixed-citation xml:lang="en">Warpinski, N. R., Smith, M. B.  Rock mechanics and fracture geometry in recent advances in hydraulic fracturing, // Journal of Society of Petroleum Engineers, Gidley, J. L. (Ed.) Recent Advances in Hydraulic Fracturing, 1989. - v. 12 - p. 66.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B37">
    <label>37.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Zhang, J., Roegiers, J.  Discussion on Integrating borehole-breakout dimensions, strength criteria, and leak-off test results, to constrain the state of stress across the Chelungpu Fault, Taiwan, // J. Tectonophysics, 2010. - v. 492 - p. 295.</mixed-citation>
     <mixed-citation xml:lang="en">Zhang, J., Roegiers, J.  Discussion on Integrating borehole-breakout dimensions, strength criteria, and leak-off test results, to constrain the state of stress across the Chelungpu Fault, Taiwan, // J. Tectonophysics, 2010. - v. 492 - p. 295.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B38">
    <label>38.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Zoback, M., et al.  In situ stress measurements in deep boreholes using hydraulic fracturing, wellbore breakouts and Stonely wave polarization // Rock Stress and Rock Stress Measurements conference, Jul. 22-25, 1987 - Stockholm, Sweden: ISRM., 1987. - p. 33.</mixed-citation>
     <mixed-citation xml:lang="en">Zoback, M., et al.  In situ stress measurements in deep boreholes using hydraulic fracturing, wellbore breakouts and Stonely wave polarization // Rock Stress and Rock Stress Measurements conference, Jul. 22-25, 1987 - Stockholm, Sweden: ISRM., 1987. - p. 33.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B39">
    <label>39.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Zoback, M.  Reservoir Geomechanics - Cambridge: Cambridge University Press., 2007.</mixed-citation>
     <mixed-citation xml:lang="en">Zoback, M.  Reservoir Geomechanics - Cambridge: Cambridge University Press., 2007.</mixed-citation>
    </citation-alternatives>
   </ref>
  </ref-list>
 </back>
</article>
