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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">113887</article-id>
   <article-id pub-id-type="doi">10.12737/stp-121202613</article-id>
   <article-id pub-id-type="edn">zggcgw</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">Probabilistic assessment of geomagnetically induced current levels based on auroral localization and structure data</article-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Probabilistic assessment of geomagnetically induced current levels based on auroral localization and structure data</trans-title>
    </trans-title-group>
   </title-group>
   <contrib-group content-type="authors">
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Воробьев</surname>
       <given-names>Андрей Владимирович</given-names>
      </name>
      <name xml:lang="en">
       <surname>Vorobev</surname>
       <given-names>Andrey Vladimirovich</given-names>
      </name>
     </name-alternatives>
     <email>geomagnet@list.ru</email>
     <xref ref-type="aff" rid="aff-1"/>
     <xref ref-type="aff" rid="aff-2"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6476-9471</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Соловьёв</surname>
       <given-names>Анатолий Александрович</given-names>
      </name>
      <name xml:lang="en">
       <surname>Soloviev</surname>
       <given-names>Anatoly Aleksandrovich</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-3"/>
     <xref ref-type="aff" rid="aff-4"/>
    </contrib>
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Воробьева</surname>
       <given-names>Гульнара Равильевна</given-names>
      </name>
      <name xml:lang="en">
       <surname>Vorobeva</surname>
       <given-names>Gulnara Ravilevna</given-names>
      </name>
     </name-alternatives>
     <email>gulnara.vorobeva@gmail.com</email>
     <xref ref-type="aff" rid="aff-5"/>
    </contrib>
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Лапин</surname>
       <given-names>Александр Николаевич</given-names>
      </name>
      <name xml:lang="en">
       <surname>Lapin</surname>
       <given-names>Aleksandr Nikolaevich</given-names>
      </name>
     </name-alternatives>
     <email>meccos160@yandex.ru</email>
     <xref ref-type="aff" rid="aff-6"/>
    </contrib>
   </contrib-group>
   <aff-alternatives id="aff-1">
    <aff>
     <institution xml:lang="ru">Геофизический центр РАН</institution>
     <city>Москва</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Geophysical Center RAS</institution>
     <city>Moscow</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-2">
    <aff>
     <institution xml:lang="ru">Уфимский университет науки и технологий</institution>
     <city>Уфа</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Ufa University of Science and Technology</institution>
     <city>Ufa</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-3">
    <aff>
     <institution xml:lang="ru">Геофизический центр РАН</institution>
     <city>Москва</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Geophysical Center RAS</institution>
     <city>Moscow</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-4">
    <aff>
     <institution xml:lang="ru">Институт физики Земли им. О.Ю. Шмидта РАН</institution>
     <city>Москва</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Schmidt Institute of Physics of the Earth, RAS</institution>
     <city>Moscow</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-5">
    <aff>
     <institution xml:lang="ru">Уфимский университет науки и технологий</institution>
     <city>Уфа</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Ufa University of Science and Technology</institution>
     <city>Ufa</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-6">
    <aff>
     <institution xml:lang="ru">Уфимский университет науки и технологий</institution>
     <city>Уфа</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Ufa University of Science and Technology</institution>
     <city>Ufa</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <pub-date publication-format="print" date-type="pub" iso-8601-date="2026-03-25T13:15:34+03:00">
    <day>25</day>
    <month>03</month>
    <year>2026</year>
   </pub-date>
   <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-25T13:15:34+03:00">
    <day>25</day>
    <month>03</month>
    <year>2026</year>
   </pub-date>
   <volume>12</volume>
   <issue>1</issue>
   <fpage>114</fpage>
   <lpage>122</lpage>
   <history>
    <date date-type="received" iso-8601-date="2025-05-05T00:00:00+03:00">
     <day>05</day>
     <month>05</month>
     <year>2025</year>
    </date>
    <date date-type="accepted" iso-8601-date="2025-07-14T00:00:00+03:00">
     <day>14</day>
     <month>07</month>
     <year>2025</year>
    </date>
   </history>
   <self-uri xlink:href="https://zh-szf.ru/en/nauka/article/113887/view">https://zh-szf.ru/en/nauka/article/113887/view</self-uri>
   <abstract xml:lang="ru">
    <p>Development of new probabilistic and statistical models for operational assessment of technospheric risks caused by space weather impacts on high-latitude power systems is a relevant research task with significant practical applications. Such models are of the greatest practical importance in polar and subpolar regions with insufficient availability of reliable and accurate geomagnetic data sources.&#13;
This paper presents an original approach to hardware-free (without specialized equipment) assessment of geomagnetically induced current (GIC) levels in power systems of the Russian Arctic zone by interpreting visually observable auroral features as natural indicators of space weather conditions. Using the case study of the 330 kV Vykhodnoy substation in the Severny Transit main power grid, a stable statistical relationship is demonstrated between the auroral observation area, auroral structure, and GIC levels in high-latitude power systems. It is established that during periods of discrete auroras the probability of GIC exceeding 10 A is over 7.5 %, whereas for diffuse auroras this probability is only 0.31 %.&#13;
In the absence or scarcity of instrumental measurement data, the developed models can be employed to estimate the likelihood of extreme GIC in Arctic power distribution systems and grids, relying solely on visual natural indicators. The practical application of the proposed models in certain scenarios may improve decision-making efficiency in situations with low situational awareness in the relevant field</p>
   </abstract>
   <trans-abstract xml:lang="en">
    <p>Development of new probabilistic and statistical models for operational assessment of technospheric risks caused by space weather impacts on high-latitude power systems is a relevant research task with significant practical applications. Such models are of the greatest practical importance in polar and subpolar regions with insufficient availability of reliable and accurate geomagnetic data sources.&#13;
This paper presents an original approach to hardware-free (without specialized equipment) assessment of geomagnetically induced current (GIC) levels in power systems of the Russian Arctic zone by interpreting visually observable auroral features as natural indicators of space weather conditions. Using the case study of the 330 kV Vykhodnoy substation in the Severny Transit main power grid, a stable statistical relationship is demonstrated between the auroral observation area, auroral structure, and GIC levels in high-latitude power systems. It is established that during periods of discrete auroras the probability of GIC exceeding 10 A is over 7.5 %, whereas for diffuse auroras this probability is only 0.31 %.&#13;
In the absence or scarcity of instrumental measurement data, the developed models can be employed to estimate the likelihood of extreme GIC in Arctic power distribution systems and grids, relying solely on visual natural indicators. The practical application of the proposed models in certain scenarios may improve decision-making efficiency in situations with low situational awareness in the relevant field</p>
   </trans-abstract>
   <kwd-group xml:lang="ru">
    <kwd>geomagnetic variations</kwd>
    <kwd>space weather</kwd>
    <kwd>high-latitude power grids</kwd>
    <kwd>statistical models</kwd>
   </kwd-group>
   <kwd-group xml:lang="en">
    <kwd>geomagnetic variations</kwd>
    <kwd>space weather</kwd>
    <kwd>high-latitude power grids</kwd>
    <kwd>statistical models</kwd>
   </kwd-group>
   <funding-group>
    <funding-statement xml:lang="ru">The work was financially supported by the Russian Science Foundation (Project No. 21-77-30010-P)</funding-statement>
    <funding-statement xml:lang="en">The work was financially supported by the Russian Science Foundation (Project No. 21-77-30010-P)</funding-statement>
   </funding-group>
  </article-meta>
 </front>
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