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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">94986</article-id>
   <article-id pub-id-type="doi">10.2205/2025ES000956</article-id>
   <article-id pub-id-type="edn">oamxsw</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">Geoinformation Analysis of Regional Climatic Changes in the Central and Western Russian Arctic for Railway Development</article-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Geoinformation Analysis of Regional Climatic Changes in the Central and Western Russian Arctic for Railway Development</trans-title>
    </trans-title-group>
   </title-group>
   <contrib-group content-type="authors">
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7441-5055</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Костяной</surname>
       <given-names>Андрей Геннадьевич</given-names>
      </name>
      <name xml:lang="en">
       <surname>Kostianoy</surname>
       <given-names>Andrey Gennad'evich</given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-1"/>
     <xref ref-type="aff" rid="aff-2"/>
     <xref ref-type="aff" rid="aff-3"/>
     <xref ref-type="aff" rid="aff-4"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4874-7475</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Гвишиани</surname>
       <given-names>Алексей Джерменович</given-names>
      </name>
      <name xml:lang="en">
       <surname>Gvishiani</surname>
       <given-names>Alexei D.</given-names>
      </name>
     </name-alternatives>
     <email>rjes@wdcb.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-5"/>
     <xref ref-type="aff" rid="aff-6"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9589-6783</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Розенберг</surname>
       <given-names>Игорь Наумович</given-names>
      </name>
      <name xml:lang="en">
       <surname>Rozenberg</surname>
       <given-names>Igor' Naumovich</given-names>
      </name>
     </name-alternatives>
     <email>i.rozenberg@geosc.ru</email>
     <xref ref-type="aff" rid="aff-7"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-8221-4106</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Красноперов</surname>
       <given-names>Роман Игоревич</given-names>
      </name>
      <name xml:lang="en">
       <surname>Krasnoperov</surname>
       <given-names>Roman Igorevich</given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-8"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-6925-9860</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Гвоздик</surname>
       <given-names>Софья А.</given-names>
      </name>
      <name xml:lang="en">
       <surname>Gvozdik</surname>
       <given-names>Sofia A.</given-names>
      </name>
     </name-alternatives>
     <email>sonyagvozdik1@gmail.com</email>
     <xref ref-type="aff" rid="aff-9"/>
     <xref ref-type="aff" rid="aff-10"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4976-7136</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Лебедев</surname>
       <given-names>Сергей Анатольевич</given-names>
      </name>
      <name xml:lang="en">
       <surname>Lebedev</surname>
       <given-names>Sergey Anatol'evich</given-names>
      </name>
     </name-alternatives>
     <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-11"/>
     <xref ref-type="aff" rid="aff-12"/>
     <xref ref-type="aff" rid="aff-13"/>
     <xref ref-type="aff" rid="aff-14"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0008-6127-4546</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Никитина</surname>
       <given-names>Изабелла Михайловна</given-names>
      </name>
      <name xml:lang="en">
       <surname>Nikitina</surname>
       <given-names>Isabella Mihaylovna</given-names>
      </name>
     </name-alternatives>
     <bio xml:lang="ru">
      <p>кандидат технических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>candidate of technical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-15"/>
    </contrib>
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Дубчак</surname>
       <given-names>Ирина Александровна</given-names>
      </name>
      <name xml:lang="en">
       <surname>Dubchak</surname>
       <given-names>Irina Aleksandrovna</given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-16"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0000-4074-3130</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Шевалдышева</surname>
       <given-names>Ольга Олеговна</given-names>
      </name>
      <name xml:lang="en">
       <surname>Shevaldysheva</surname>
       <given-names>Olga Olegovna</given-names>
      </name>
     </name-alternatives>
     <email>o.shevaldysheva@gcras.ru</email>
     <xref ref-type="aff" rid="aff-17"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0000-6955-2493</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Сергеев</surname>
       <given-names>Владимир Николаевич</given-names>
      </name>
      <name xml:lang="en">
       <surname>Sergeev</surname>
       <given-names>Vladimir Nikolaevich</given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-18"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0000-8662-3679</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Гвоздик</surname>
       <given-names>Георгий Александрович</given-names>
      </name>
      <name xml:lang="en">
       <surname>Gvozdik</surname>
       <given-names>Georgy Aleksandrovich</given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-19"/>
     <xref ref-type="aff" rid="aff-20"/>
    </contrib>
   </contrib-group>
   <aff-alternatives id="aff-1">
    <aff>
     <institution xml:lang="ru">Институт океанологии им. П.П. Ширшова РАН</institution>
    </aff>
    <aff>
     <institution xml:lang="en">P.P.Shirshov Institute of Oceanology of the Russian Academy of Science</institution>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-2">
    <aff>
     <institution xml:lang="ru">Геофизический центр Российской академии наук</institution>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Geophysical Center, Russian Academy of Sciences</institution>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-3">
    <aff>
     <institution xml:lang="ru">Майкопский государственный технологический университет</institution>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Maykop State Technological University</institution>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-4">
    <aff>
     <institution xml:lang="ru">Московский университет имени С. Ю. Витте</institution>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">S. Yu. Witte Moscow University</institution>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-5">
    <aff>
     <institution xml:lang="ru">Геофизический центр Российской Академии Наук</institution>
     <city>Москва</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Geophysical Center of the Russian Academy of Sciences</institution>
     <city>Moscow</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-6">
    <aff>
     <institution xml:lang="ru">Институт физики Земли им. О.Ю. Шмидта Российской академии наук</institution>
     <city>Москва</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Schmidt Institute of the Physics of the Earth Russian Academy of Sciencies</institution>
     <city>Moscow</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-7">
    <aff>
     <institution xml:lang="ru">Российский университет транспорта</institution>
     <city>Moscow</city>
     <country>RU</country>
    </aff>
    <aff>
     <institution xml:lang="en">Russian University of Transport</institution>
     <city>Moscow</city>
     <country>RU</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-8">
    <aff>
     <institution xml:lang="ru">Геофизический центр Российской Академии Наук</institution>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Geophysical Center of Russian Academy of Sciences</institution>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-9">
    <aff>
     <institution xml:lang="ru">Геофизический центр Российской Академии Наук</institution>
     <city>Москва</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Geophysical Center of Russian Academy of Sciences</institution>
     <city>Moscow</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-10">
    <aff>
     <institution xml:lang="ru">Кафедра наук о Земле и окружающей среде, Миланский университет Бикокка</institution>
     <country>Италия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Department of Earth and Environmental Sciences, University of Milano-Bicocca</institution>
     <country>Italy</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-11">
    <aff>
     <institution xml:lang="ru">Геофизический центр Российской Академии Наук</institution>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Geophysical Center of Russian Academy of Sciences</institution>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-12">
    <aff>
     <institution xml:lang="ru">Майкопский государственный технологический университет</institution>
    </aff>
    <aff>
     <institution xml:lang="en">Maikop State Technological University</institution>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-13">
    <aff>
     <institution xml:lang="ru">Национальный исследовательский университет «МИЭТ»</institution>
    </aff>
    <aff>
     <institution xml:lang="en">National Research University of Electronic Technology</institution>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-14">
    <aff>
     <institution xml:lang="ru">Институт океанологии имени П. П. Ширшова РАН</institution>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Shirshov Institute of Oceanology, Russian Academy of Sciences</institution>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-15">
    <aff>
     <institution xml:lang="ru">Геофизический центр Российской Академии Наук</institution>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Geophysical Center of Russian Academy of Sciences</institution>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-16">
    <aff>
     <institution xml:lang="ru">Российский университет транспорта (МИИТ)</institution>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Russian University of Transport (MIIT)</institution>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-17">
    <aff>
     <institution xml:lang="ru">Геофизический центр Российской Академии Наук</institution>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Geophysical Center of Russian Academy of Sciences</institution>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-18">
    <aff>
     <institution xml:lang="ru">Геофизический центр Российской Академии Наук</institution>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Geophysical Center of Russian Academy of Sciences</institution>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-19">
    <aff>
     <institution xml:lang="ru">Геофизический центр Российской Академии Наук</institution>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Geophysical Center of Russian Academy of Sciences</institution>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-20">
    <aff>
     <institution xml:lang="ru">Московский государственный университет имени М.В.Ломоносова</institution>
    </aff>
    <aff>
     <institution xml:lang="en">Lomonosov Moscow State University</institution>
    </aff>
   </aff-alternatives>
   <pub-date publication-format="print" date-type="pub" iso-8601-date="2025-02-28T00:00:00+03:00">
    <day>28</day>
    <month>02</month>
    <year>2025</year>
   </pub-date>
   <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-02-28T00:00:00+03:00">
    <day>28</day>
    <month>02</month>
    <year>2025</year>
   </pub-date>
   <volume>25</volume>
   <issue>1</issue>
   <fpage>1</fpage>
   <lpage>34</lpage>
   <history>
    <date date-type="received" iso-8601-date="2024-11-26T00:00:00+03:00">
     <day>26</day>
     <month>11</month>
     <year>2024</year>
    </date>
    <date date-type="accepted" iso-8601-date="2024-12-19T00:00:00+03:00">
     <day>19</day>
     <month>12</month>
     <year>2024</year>
    </date>
   </history>
   <self-uri xlink:href="https://ras.editorum.ru/en/nauka/article/94986/view">https://ras.editorum.ru/en/nauka/article/94986/view</self-uri>
   <abstract xml:lang="ru">
    <p>The Arctic Zone of the Russian Federation is characterized by the rapid growth of the mining industry, aimed at the extraction of oil, gas, coal, and ores, including rare earth metals. Railways are essential in the transportation of these resources to different regions of Russia for processing and export. Part of the cargo delivery is performed via the Arctic ports connected to the railway network. Rapid climate change, including regional climate warming, is among the compromising factors for the operation of the Arctic transport infrastructure. System analysis of climatic processes and assessment of potential hazards that they may induce requires adequate geoinformation support. This paper presents the results of spatio-temporal variability analysis of various hydrometeorological parameters for selected railway mainlines within the Arctic region. For this purpose, a new geoinformation method based on the Hovmöller diagrams was elaborated. This tool is useful for representing climate dynamics along the specified railway mainlines over several decades. It allows us to determine railway sections affected by anomalous climatic conditions on the variable time scale. The presented Hovmöller diagrams proved to be an efficient instrument for the regional climate change representation. It might be quite useful for railway infrastructure maintenance, planning, operation, and adaptation.</p>
   </abstract>
   <trans-abstract xml:lang="en">
    <p>The Arctic Zone of the Russian Federation is characterized by the rapid growth of the mining industry, aimed at the extraction of oil, gas, coal, and ores, including rare earth metals. Railways are essential in the transportation of these resources to different regions of Russia for processing and export. Part of the cargo delivery is performed via the Arctic ports connected to the railway network. Rapid climate change, including regional climate warming, is among the compromising factors for the operation of the Arctic transport infrastructure. System analysis of climatic processes and assessment of potential hazards that they may induce requires adequate geoinformation support. This paper presents the results of spatio-temporal variability analysis of various hydrometeorological parameters for selected railway mainlines within the Arctic region. For this purpose, a new geoinformation method based on the Hovmöller diagrams was elaborated. This tool is useful for representing climate dynamics along the specified railway mainlines over several decades. It allows us to determine railway sections affected by anomalous climatic conditions on the variable time scale. The presented Hovmöller diagrams proved to be an efficient instrument for the regional climate change representation. It might be quite useful for railway infrastructure maintenance, planning, operation, and adaptation.</p>
   </trans-abstract>
   <kwd-group xml:lang="ru">
    <kwd>Climate change</kwd>
    <kwd>Russian Arctic</kwd>
    <kwd>railway development</kwd>
    <kwd>hydrometeorological parameters</kwd>
    <kwd>GIS</kwd>
    <kwd>Hovmöller diagrams</kwd>
    <kwd>railway mainline analysis</kwd>
    <kwd>transportation</kwd>
   </kwd-group>
   <kwd-group xml:lang="en">
    <kwd>Climate change</kwd>
    <kwd>Russian Arctic</kwd>
    <kwd>railway development</kwd>
    <kwd>hydrometeorological parameters</kwd>
    <kwd>GIS</kwd>
    <kwd>Hovmöller diagrams</kwd>
    <kwd>railway mainline analysis</kwd>
    <kwd>transportation</kwd>
   </kwd-group>
   <funding-group>
    <funding-statement xml:lang="ru">The research presented in this paper was funded by the Russian Science Foundation (Project No. 21-77-30010) “System analysis of geophysical process dynamics in the Russian Arctic and their impact on the development and operation of the railway infrastructure”. The authors wish to thank the faculty staff of the Russian University of Transport (Moscow) and the scientific team of the Research and Design Institute of Informatization, Automation and Communications in Railway Transport (Moscow, Russia) for providing valuable information on the railway infrastructure. The authors are grateful to the scientific teams of the responsible agencies and institutions for the provided climatic and hydrometeorological data.</funding-statement>
    <funding-statement xml:lang="en">The research presented in this paper was funded by the Russian Science Foundation (Project No. 21-77-30010) “System analysis of geophysical process dynamics in the Russian Arctic and their impact on the development and operation of the railway infrastructure”. The authors wish to thank the faculty staff of the Russian University of Transport (Moscow) and the scientific team of the Research and Design Institute of Informatization, Automation and Communications in Railway Transport (Moscow, Russia) for providing valuable information on the railway infrastructure. The authors are grateful to the scientific teams of the responsible agencies and institutions for the provided climatic and hydrometeorological data.</funding-statement>
   </funding-group>
  </article-meta>
 </front>
 <body>
  <p></p>
 </body>
 <back>
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