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 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">Solar-Terrestrial Physics</journal-id>
   <journal-title-group>
    <journal-title xml:lang="en">Solar-Terrestrial Physics</journal-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Solar-Terrestrial Physics</trans-title>
    </trans-title-group>
   </journal-title-group>
   <issn publication-format="online">2500-0535</issn>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="publisher-id">57188</article-id>
   <article-id pub-id-type="doi">10.12737/stp-92202307</article-id>
   <article-categories>
    <subj-group subj-group-type="toc-heading" xml:lang="ru">
     <subject>Results of current research</subject>
    </subj-group>
    <subj-group subj-group-type="toc-heading" xml:lang="en">
     <subject>Results of current research</subject>
    </subj-group>
    <subj-group>
     <subject>Results of current research</subject>
    </subj-group>
   </article-categories>
   <title-group>
    <article-title xml:lang="en">Temperature effect of muons registered under the ground in Yakutsk by telescopes on GAS-discharge counters</article-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Temperature effect of muons registered under the ground in Yakutsk by telescopes on GAS-discharge counters</trans-title>
    </trans-title-group>
   </title-group>
   <contrib-group content-type="authors">
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Янчуковский</surname>
       <given-names>Валерий Леонидович</given-names>
      </name>
      <name xml:lang="en">
       <surname>Yanchukovsky</surname>
       <given-names>Valery Leonidovich</given-names>
      </name>
     </name-alternatives>
     <email>vjanch@gs.nsc.ru</email>
     <bio xml:lang="ru">
      <p>доктор физико-математических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>doctor of physical and mathematical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-1"/>
    </contrib>
   </contrib-group>
   <aff-alternatives id="aff-1">
    <aff>
     <institution xml:lang="ru">Институт нефтегазовой геологии и геофизики им. А.А. Трофимука СО РАН</institution>
     <city>Новосибирск</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Trofimuk Institute of Petroleum Geology and Geophysics SB RAS</institution>
     <city>Novosibirsk</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <pub-date publication-format="print" date-type="pub" iso-8601-date="2023-06-29T16:12:58+03:00">
    <day>29</day>
    <month>06</month>
    <year>2023</year>
   </pub-date>
   <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2023-06-29T16:12:58+03:00">
    <day>29</day>
    <month>06</month>
    <year>2023</year>
   </pub-date>
   <volume>9</volume>
   <issue>2</issue>
   <fpage>55</fpage>
   <lpage>65</lpage>
   <history>
    <date date-type="received" iso-8601-date="2023-02-16T00:00:00+03:00">
     <day>16</day>
     <month>02</month>
     <year>2023</year>
    </date>
    <date date-type="accepted" iso-8601-date="2023-03-23T00:00:00+03:00">
     <day>23</day>
     <month>03</month>
     <year>2023</year>
    </date>
   </history>
   <self-uri xlink:href="https://zh-szf.ru/en/nauka/article/57188/view">https://zh-szf.ru/en/nauka/article/57188/view</self-uri>
   <abstract xml:lang="ru">
    <p>The Yakutsk spectrograph of cosmic rays includes a complex of muon telescopes based on gas-discharge and scintillation counters located on the surface and under the ground at depths of 7, 20, and 40 m.w.e. Using continuous observations made by muon telescopes on gas-discharge counters and data on the altitude profile of the atmospheric temperature over Yakutsk for the period from January 2016 to December 2018, we have calculated density distributions of temperature coefficients for muons detected on the surface and at various depths under the ground. To do this, we employed multivariate regression methods and principal component methods. The results obtained are compared with the results of earlier theoretical calculations. The results make it possible to correctly take into account the temperature effect in the data from the complex of muon telescopes on gas-discharge counters.</p>
   </abstract>
   <trans-abstract xml:lang="en">
    <p>The Yakutsk spectrograph of cosmic rays includes a complex of muon telescopes based on gas-discharge and scintillation counters located on the surface and under the ground at depths of 7, 20, and 40 m.w.e. Using continuous observations made by muon telescopes on gas-discharge counters and data on the altitude profile of the atmospheric temperature over Yakutsk for the period from January 2016 to December 2018, we have calculated density distributions of temperature coefficients for muons detected on the surface and at various depths under the ground. To do this, we employed multivariate regression methods and principal component methods. The results obtained are compared with the results of earlier theoretical calculations. The results make it possible to correctly take into account the temperature effect in the data from the complex of muon telescopes on gas-discharge counters.</p>
   </trans-abstract>
   <kwd-group xml:lang="ru">
    <kwd>cosmic rays</kwd>
    <kwd>atmosphere</kwd>
    <kwd>muons</kwd>
    <kwd>telescope</kwd>
    <kwd>temperature effect</kwd>
   </kwd-group>
   <kwd-group xml:lang="en">
    <kwd>cosmic rays</kwd>
    <kwd>atmosphere</kwd>
    <kwd>muons</kwd>
    <kwd>telescope</kwd>
    <kwd>temperature effect</kwd>
   </kwd-group>
   <funding-group>
    <funding-statement xml:lang="ru">The work was financially supported by the Ministry of Science and Higher Education of the Russian Federation (Project FWZZ-2022-0019)</funding-statement>
    <funding-statement xml:lang="en">The work was financially supported by the Ministry of Science and Higher Education of the Russian Federation (Project FWZZ-2022-0019)</funding-statement>
   </funding-group>
  </article-meta>
 </front>
 <body>
  <p></p>
 </body>
 <back>
  <ref-list>
   <ref id="B1">
    <label>1.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Aivazyan S.A., Bukhshtaber V.M., Enyukov I.S., Meshalkin L.D. Prikladnaya Statistika. Klassifikatsiya i snizhenie razmernosti [Applied statistics. Classification and dimension lowering]. Moscow, Finansy i statistika Publ., 1989, 607 p. (In Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Aivazyan S.A., Bukhshtaber V.M., Enyukov I.S., Meshalkin L.D. Prikladnaya Statistika. Klassifikatsiya i snizhenie razmernosti [Applied statistics. Classification and dimension lowering]. Moscow, Finansy i statistika Publ., 1989, 607 p. (In Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B2">
    <label>2.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Berkova M., Belov A., Eroshenko E., Yanke V. Temperature effect of the muon component of cosmic ray and practical possibilities of its accounting. Proc. 21st ECRC. 2008, pр. 123-126.</mixed-citation>
     <mixed-citation xml:lang="en">Berkova M., Belov A., Eroshenko E., Yanke V. Temperature effect of the muon component of cosmic ray and practical possibilities of its accounting. Proc. 21st ECRC. 2008, pr. 123-126.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B3">
    <label>3.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Dayal B.S., McGregor J.F. Improved PLS Algorithms. J. Chemometrics. 1997, vol. 11, pp. 73-85. DOI: 10.1002/(SICI)1099-128X(199701)11:1&lt;73::AID-CEM435&gt;3.0.CO;2-%23.</mixed-citation>
     <mixed-citation xml:lang="en">Dayal B.S., McGregor J.F. Improved PLS Algorithms. J. Chemometrics. 1997, vol. 11, pp. 73-85. DOI: 10.1002/(SICI)1099-128X(199701)11:1&lt;73::AID-CEM435&gt;3.0.CO;2-%23.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B4">
    <label>4.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">de Jong S., Ter Braak C. Comments on the PLS kernel algorithm. J. Chemometrics. 1994, vol. 8, pp. 169-174.</mixed-citation>
     <mixed-citation xml:lang="en">de Jong S., Ter Braak C. Comments on the PLS kernel algorithm. J. Chemometrics. 1994, vol. 8, pp. 169-174.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B5">
    <label>5.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Dmitrieva A.N., Kokoulin R.P., Petruhin A.A., Timashov D.A. Temperature coefficients for muons under different zenith angles. Izv. RAN. Ser. Fiz [Bulletin of the Russian Academy of Sciences. Physics], 2009, vol. 73, no. 3, pp. 371-374. (In Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Dmitrieva A.N., Kokoulin R.P., Petruhin A.A., Timashov D.A. Temperature coefficients for muons under different zenith angles. Izv. RAN. Ser. Fiz [Bulletin of the Russian Academy of Sciences. Physics], 2009, vol. 73, no. 3, pp. 371-374. (In Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B6">
    <label>6.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Dorman L.I. Variatsii kosmicheskikh luchei [Variations of Cosmic Rays]. Moscow, Gostechizdat Publ., 1957, 285 p. (In Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Dorman L.I. Variatsii kosmicheskikh luchei [Variations of Cosmic Rays]. Moscow, Gostechizdat Publ., 1957, 285 p. (In Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B7">
    <label>7.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Dorman L.I. Meteorologicheskie effekty kosmicheskikh luchei [Meteorological Effects of Cosmic Rays]. Moscow, Nauka Publ., 1972, 211 p. (In Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Dorman L.I. Meteorologicheskie effekty kosmicheskikh luchei [Meteorological Effects of Cosmic Rays]. Moscow, Nauka Publ., 1972, 211 p. (In Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B8">
    <label>8.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Dorman L.I., Yanke V.G. On theory of meteorological effects of cosmic rays. Izvestiya AN SSSR. Ser. Fizicheskaya [Bulletin of the Academy of Sciences of USSR. Physics], 1971, vol. 35, no. 12, pp. 2556-2570. (In Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Dorman L.I., Yanke V.G. On theory of meteorological effects of cosmic rays. Izvestiya AN SSSR. Ser. Fizicheskaya [Bulletin of the Academy of Sciences of USSR. Physics], 1971, vol. 35, no. 12, pp. 2556-2570. (In Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B9">
    <label>9.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Esbensen K. Analis mnogomernykh dannykh. Izbrannye glavy [Analysis of Multidimensional Data. Selected Chapters]. Chernogolovka, IPHF RAN Publ., 2005, p. 160. (In Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Esbensen K. Analis mnogomernykh dannykh. Izbrannye glavy [Analysis of Multidimensional Data. Selected Chapters]. Chernogolovka, IPHF RAN Publ., 2005, p. 160. (In Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B10">
    <label>10.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Gerasimova S.K., Gololobov P.Y., Grigor’ev V.G., Zverev A.S., Starodubtsev S.A., Egorov A.G., Neustroev N.I., Mikheev A.A., Sorokin E.E., Karmadonov A.Y., Pakhmullov A.V. Muon telescope based on scintillation counters. Instruments and Experimental Technique. 2021, vol. 64, no. 4, pp. 558-565. DOI: 10.1134/S0020441221040047.</mixed-citation>
     <mixed-citation xml:lang="en">Gerasimova S.K., Gololobov P.Y., Grigor’ev V.G., Zverev A.S., Starodubtsev S.A., Egorov A.G., Neustroev N.I., Mikheev A.A., Sorokin E.E., Karmadonov A.Y., Pakhmullov A.V. Muon telescope based on scintillation counters. Instruments and Experimental Technique. 2021, vol. 64, no. 4, pp. 558-565. DOI: 10.1134/S0020441221040047.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B11">
    <label>11.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Gorlach B.A. Matematika [Mathematics]. Moscow, Nauka Publ., 2006, 911 p. (In Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Gorlach B.A. Matematika [Mathematics]. Moscow, Nauka Publ., 2006, 911 p. (In Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B12">
    <label>12.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Grigoryev V.G., Starodubtsev S.A., Krymsky G.F., Krivoshapkin P.A., Timofeev V.E., Prikhodko A.N., Karmadonov A.YA. Modern Yakutsk Cosmic Ray Spectrograph after A.I. Kuzmin. Proc. 32nd International Cosmic Ray Conference, Beijing. 2011, vol. 11, pp. 252-255. DOI: 10.7529/ICRC2011/V11/0360.</mixed-citation>
     <mixed-citation xml:lang="en">Grigoryev V.G., Starodubtsev S.A., Krymsky G.F., Krivoshapkin P.A., Timofeev V.E., Prikhodko A.N., Karmadonov A.YA. Modern Yakutsk Cosmic Ray Spectrograph after A.I. Kuzmin. Proc. 32nd International Cosmic Ray Conference, Beijing. 2011, vol. 11, pp. 252-255. DOI: 10.7529/ICRC2011/V11/0360.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B13">
    <label>13.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Lindgren F., Geladi P., Wold S. The kernel algorithm for PLS. J. Chemometrics. 1993, vol. 7, pp. 45-59. DOI: 10.1002/cem.1180070104.</mixed-citation>
     <mixed-citation xml:lang="en">Lindgren F., Geladi P., Wold S. The kernel algorithm for PLS. J. Chemometrics. 1993, vol. 7, pp. 45-59. DOI: 10.1002/cem.1180070104.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B14">
    <label>14.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Gorban A.N., Kegl B., Wunsch D., Zinovyev A.Y. Principal Manifolds for Data Visualization and Dimension Reduction.  Springer, 2007, 340 p. (Lecture Notes in Computational Science and Engineering, vol. 58).</mixed-citation>
     <mixed-citation xml:lang="en">Gorban A.N., Kegl B., Wunsch D., Zinovyev A.Y. Principal Manifolds for Data Visualization and Dimension Reduction.  Springer, 2007, 340 p. (Lecture Notes in Computational Science and Engineering, vol. 58).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B15">
    <label>15.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Jolliffe I.T. Principal Component Analysis. New York, Springer, 2002, 488 p. (Springer Series in Statistics).</mixed-citation>
     <mixed-citation xml:lang="en">Jolliffe I.T. Principal Component Analysis. New York, Springer, 2002, 488 p. (Springer Series in Statistics).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B16">
    <label>16.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Korn G., Korn T. Spravochnik po matematike dlya nauchnykh rabotnikov i inzhenerov [A Handbook of Mathematics for Scientists and Engineers]. Moscow, Nauka Publ., 1984, 831 p. (In Russian). (English edition: Korn G., Korn T. Mathematical Handbook for Scientists and Engineers. New York, McGraw-Hill Inc., 1968, 1130 p.)</mixed-citation>
     <mixed-citation xml:lang="en">Korn G., Korn T. Spravochnik po matematike dlya nauchnykh rabotnikov i inzhenerov [A Handbook of Mathematics for Scientists and Engineers]. Moscow, Nauka Publ., 1984, 831 p. (In Russian). (English edition: Korn G., Korn T. Mathematical Handbook for Scientists and Engineers. New York, McGraw-Hill Inc., 1968, 1130 p.)</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B17">
    <label>17.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Kuzmenko V.S., Yanchukovsky V.L. Determination of the density of temperature coefficients for muons in the atmosphere. Solnechno-zemnaya fizika [Solar-Terrestrial Physics]. 2015, vol. 1, no. 2, pp. 91-96. (In Russian). DOI: 10.12737/10403.</mixed-citation>
     <mixed-citation xml:lang="en">Kuzmenko V.S., Yanchukovsky V.L. Determination of the density of temperature coefficients for muons in the atmosphere. Solnechno-zemnaya fizika [Solar-Terrestrial Physics]. 2015, vol. 1, no. 2, pp. 91-96. (In Russian). DOI: 10.12737/10403.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B18">
    <label>18.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Kuzmenko V.S., Yanchukovsky V.L. Distribution of temperature coefficient density for muons in the atmosphere. Solar-Terrestrial Physics. 2017, vol. 3, iss. 4, pp. 104-116. DOI: 10.12737/19883.</mixed-citation>
     <mixed-citation xml:lang="en">Kuzmenko V.S., Yanchukovsky V.L. Distribution of temperature coefficient density for muons in the atmosphere. Solar-Terrestrial Physics. 2017, vol. 3, iss. 4, pp. 104-116. DOI: 10.12737/19883.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B19">
    <label>19.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Pomerantsev A.L. Khemometrika v Excel: uchebnoe posobie. [Chemometrics in Excel: Tutorial]. Tomsk, TPU Publ., 2014, 435 p. (In Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Pomerantsev A.L. Khemometrika v Excel: uchebnoe posobie. [Chemometrics in Excel: Tutorial]. Tomsk, TPU Publ., 2014, 435 p. (In Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B20">
    <label>20.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Proekt modernizatsii Spektrograf cosmicheskikh luchei [Modernization project cosmic ray spectrograph]. Yakutsk, IKFIA RAN Publ., 2004, 37 p.</mixed-citation>
     <mixed-citation xml:lang="en">Proekt modernizatsii Spektrograf cosmicheskikh luchei [Modernization project cosmic ray spectrograph]. Yakutsk, IKFIA RAN Publ., 2004, 37 p.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B21">
    <label>21.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Starodubtsev S.A., Grigor’ev V.G., Isakov D.D., Karmadonov A.Ya., Pakhmulov A.V., Egorov A.G., Ksenofontov I.V. Modernization of the Yakutsk Cosmic Ray Spectrograph named after A.I. Kuzmin. Trudy Vserossiyskoi konferentsii po solnechno-zemnoi fizike, posvyashchennoi 100-letiyu so dnya rozhdeniya chlena-korrespondenta RAN V.E. Stepanova [Proceedings of the All-Russian Conference on Solar-Terrestrial Physics, dedicated to the 100th anniversary of the birth of Corresponding Member of the Russian Academy of Sciences V.E. Stepanova], Irkutsk, ISZF SO RAN Publ., 2013, pp. 289-293. (In Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Starodubtsev S.A., Grigor’ev V.G., Isakov D.D., Karmadonov A.Ya., Pakhmulov A.V., Egorov A.G., Ksenofontov I.V. Modernization of the Yakutsk Cosmic Ray Spectrograph named after A.I. Kuzmin. Trudy Vserossiyskoi konferentsii po solnechno-zemnoi fizike, posvyashchennoi 100-letiyu so dnya rozhdeniya chlena-korrespondenta RAN V.E. Stepanova [Proceedings of the All-Russian Conference on Solar-Terrestrial Physics, dedicated to the 100th anniversary of the birth of Corresponding Member of the Russian Academy of Sciences V.E. Stepanova], Irkutsk, ISZF SO RAN Publ., 2013, pp. 289-293. (In Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B22">
    <label>22.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Starodubtsev S.A., Grigor’ev V.G., Gololobov P.Yu. Yakutsk Cosmic Ray Spectrograph named after V.I. A.I. Kuzmin: current state. Sbornik trudov Vserossiyskoi konferentsii “Geliogeofizicheskie issledovaniya v Arktike” [Proceedings of the All-Russian Conference “Heliogeophysical Research in the Arctic”] Murmansk, Polar Geophysical Institute Publ., 2016, pp. 125-129.</mixed-citation>
     <mixed-citation xml:lang="en">Starodubtsev S.A., Grigor’ev V.G., Gololobov P.Yu. Yakutsk Cosmic Ray Spectrograph named after V.I. A.I. Kuzmin: current state. Sbornik trudov Vserossiyskoi konferentsii “Geliogeofizicheskie issledovaniya v Arktike” [Proceedings of the All-Russian Conference “Heliogeophysical Research in the Arctic”] Murmansk, Polar Geophysical Institute Publ., 2016, pp. 125-129.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B23">
    <label>23.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Yanchukovsky V.L., Kuzmenko V. Atmospheric effects of the cosmic-ray mu-meson component. Solar-Terrestrial Physics. 2018, vol. 4, iss. 3, pp. 76-82. DOI: 10.12737/szf-43201810.</mixed-citation>
     <mixed-citation xml:lang="en">Yanchukovsky V.L., Kuzmenko V. Atmospheric effects of the cosmic-ray mu-meson component. Solar-Terrestrial Physics. 2018, vol. 4, iss. 3, pp. 76-82. DOI: 10.12737/szf-43201810.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B24">
    <label>24.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">URL: https://ikfia.ysn.ru/data/hecrlab/mt (accessed February 10, 2023).</mixed-citation>
     <mixed-citation xml:lang="en">URL: https://ikfia.ysn.ru/data/hecrlab/mt (accessed February 10, 2023).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B25">
    <label>25.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">URL: https://ikfia.ysn.ru/data/hecrlab/ipm (accessed February 10, 2023).</mixed-citation>
     <mixed-citation xml:lang="en">URL: https://ikfia.ysn.ru/data/hecrlab/ipm (accessed February 10, 2023).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B26">
    <label>26.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">URL: http://crsa.izmiran.ru/phpmyadmin (accessed February 10, 2023; access for registered users).</mixed-citation>
     <mixed-citation xml:lang="en">URL: http://crsa.izmiran.ru/phpmyadmin (accessed February 10, 2023; access for registered users).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B27">
    <label>27.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">URL: https://www.nco.ncep.noaa.gov/pmb/products/gfs (accessed February 10, 2023).</mixed-citation>
     <mixed-citation xml:lang="en">URL: https://www.nco.ncep.noaa.gov/pmb/products/gfs (accessed February 10, 2023).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B28">
    <label>28.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">URL: https://www.aspentech.com/ru/products/apm/aspen-unscrambler (accessed February 10, 2023).</mixed-citation>
     <mixed-citation xml:lang="en">URL: https://www.aspentech.com/ru/products/apm/aspen-unscrambler (accessed February 10, 2023).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B29">
    <label>29.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">URL: http://www.ckp-rf.ru/usu/433536 (accessed February 10, 2023).</mixed-citation>
     <mixed-citation xml:lang="en">URL: http://www.ckp-rf.ru/usu/433536 (accessed February 10, 2023).</mixed-citation>
    </citation-alternatives>
   </ref>
  </ref-list>
 </back>
</article>
