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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">Physical Oceanography</journal-id>
      <journal-title-group>
        <journal-title>Physical Oceanography</journal-title>
      </journal-title-group>
      <issn publication-format="print">1573-160X</issn>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">20250203</article-id>
      
      <article-categories>
        <subj-group subj-group-type="toc-heading">
          <subject>Analysis of observations and methods of calculating Hydrophysical fields in the ocean</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Research Article</subject>
        </subj-group>
      </article-categories>

      <title-group>
        <article-title>Investigation of the Upper Mixed Layer Variability in the Barents and Kara Seas</article-title>
      </title-group>

      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1165-8428</contrib-id>
          <contrib-id contrib-id-type="researcherid">P-6733-2017</contrib-id>
          <contrib-id contrib-id-type="scopus-author-id">7004175272</contrib-id>
          <contrib-id contrib-id-type="spin">7790-4651</contrib-id>
          <name>
            <surname>Bukatov</surname>
            <given-names>A. A.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>newisland@list.ru</email>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9146-5708</contrib-id>
          <contrib-id contrib-id-type="scopus-author-id">57222031207</contrib-id>
          <contrib-id contrib-id-type="spin">3047-6419</contrib-id>
          <name>
            <surname>Pavlenko</surname>
            <given-names>E. A.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>ekk.pavlenko@yandex.ru</email>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-3359-0345</contrib-id>
          <contrib-id contrib-id-type="scopus-author-id">14059043600</contrib-id>
          <contrib-id contrib-id-type="spin">4078-4270</contrib-id>
          <name>
            <surname>Solovei</surname>
            <given-names>N. M.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>nele7@mail.ru</email>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
      </contrib-group>

      <aff id="aff1">
        <institution>Marine Hydrophysical Institute of RAS</institution>
        <addr-line>Sevastopol</addr-line>
        <country country="RU">Russian Federation</country>
      </aff>

      <pub-date date-type="pub" iso-8601-date="2025-04-30" publication-format="electronic">
        <day>30</day>
        <month>04</month>
        <year>2025</year>
      </pub-date>
      <volume>32</volume>
      <issue>2</issue>
      <fpage>187</fpage>
      <lpage>196</lpage>

      <history>
        <date date-type="received" iso-8601-date="2024-09-10">
          <day>10</day>
          <month>09</month>
          <year>2024</year>
        </date>
        <date date-type="rev-recd" iso-8601-date="2024-10-17">
          <day>17</day>
          <month>10</month>
          <year>2024</year>
        </date>
        <date date-type="accepted" iso-8601-date="2025-01-29">
          <day>29</day>
          <month>01</month>
          <year>2025</year>
        </date>
      </history>

      <permissions>
        <copyright-statement>Copyright ©; 2025, A. A. Bukatov, E. A. Pavlenko, N. M. Solovei</copyright-statement>
        <copyright-year>2025</copyright-year>
        <copyright-holder>A. A. Bukatov, E. A. Pavlenko, N. M. Solovei</copyright-holder>
        <ali:free_to_read xmlns:ali="http://www.niso.org/schemas/ali/1.0/"/>
        <license>
          <ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/">https://creativecommons.org/licenses/by-nc/4.0/</ali:license_ref>
        </license>
      </permissions>
      <self-uri xlink:href="https://physical-oceanography.ru/repository/issues/2025/02/03/" xlink:title="Article page">https://physical-oceanography.ru/repository/issues/2025/02/03/</self-uri>
      <abstract>
        <p><bold>Purpose.</bold> The study is purposed at analyzing spatial and temporal climatic variability of the upper mixed layer in the Barents and Kara seas on a climatic scale.</p>
        <p><bold>Methods and Results.</bold> Potential water density is calculated based on the ORAS5 reanalysis data on the average monthly values of potential temperature and salinity at the nodes of a grid of about 10 km with an irregular step over vertical up to a depth of about 400 m for the 1958–2022 period. The formed density array makes it possible to determine the upper mixed layer thickness in the Barents and Kara seas. Threshold criterion Δσ = 0.03 kg/m<sup>3</sup> is used for its estimation. The obtained results permit to identify the areas notable for significant variability of the upper mixed layer thickness.</p>
        <p><bold>Conclusions.</bold> The analysis shows that the upper mixed layer maximum development falls on February and March, whereas the minimum one – on June and July. Thus, the highest values of the upper mixed layer thickness are observed in the seas under consideration during increased autumn-winter convection. In the cold half of a year (November – April), the upper mixed layer thickness averages 105 m in the Barents Sea and 23 m in the Kara Sea. The analysis of interannual variability of the average annual thickness values of these layers shows the presence of a positive climatic trend, i. e. a thickness increase in the upper mixed layers in the Barents and Kara seas in 1958–2022. The upward trend is observed both in the cold and warm halves of a year. The values of average annual thickness trends of the upper mixed layers in the Barents and Kara seas average 1.3 m/10 years and 1.2 m/10 years, respectively.</p>
      </abstract>

      <kwd-group>
        <kwd>Barents Sea</kwd>
        <kwd>Kara Sea</kwd>
        <kwd>upper mixed layer thickness</kwd>
        <kwd>vertical mixing</kwd>
        <kwd>linear trend</kwd>
        <kwd>interannual variability</kwd>
      </kwd-group>

      <funding-group>
        <funding-statement>The study was carried out within the framework of theme of state assignment of FSBSI FRS MHI FNNN-2024-0001.</funding-statement>
      </funding-group>
    </article-meta>
  </front>

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    <p>Article text not included.</p>
  </body>

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</article>
