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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">Physical Oceanography</journal-id>
      <journal-title-group>
        <journal-title xml:lang="en">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">20260201</article-id>
      
      <article-categories>
        <subj-group subj-group-type="toc-heading" xml:lang="en">
          <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 xml:lang="en">Spatial Features and Seasonal Variability of Suspended Matter Distribution in the Sea of Azov Based on Satellite Measurements</article-title>
      </title-group>

      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="researcherid">JZT-8108-2024</contrib-id>
          <contrib-id contrib-id-type="scopus-author-id">57358387000</contrib-id>
          <contrib-id contrib-id-type="spin">4710-2532</contrib-id>
          <name>
            <surname>Vasilenko</surname>
            <given-names>N. V.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>nadinkot.nk@gmail.com</email>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-1451-3440</contrib-id>
          <contrib-id contrib-id-type="researcherid">F-2966-2017</contrib-id>
          <contrib-id contrib-id-type="scopus-author-id">57021552600</contrib-id>
          <contrib-id contrib-id-type="spin">5796-2254</contrib-id>
          <name>
            <surname>Aleskerova</surname>
            <given-names>A. A.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>annete08@mail.ru</email>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-0705-0812</contrib-id>
          <contrib-id contrib-id-type="researcherid">Y-17802018</contrib-id>
          <contrib-id contrib-id-type="spin">7274-6248</contrib-id>
          <name>
            <surname>Kharitonova</surname>
            <given-names>L. V.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>l.kharitonova@mhi-ras.ru</email>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-3561-5913</contrib-id>
          <contrib-id contrib-id-type="researcherid">F-8921-2014</contrib-id>
          <contrib-id contrib-id-type="scopus-author-id">37072750100</contrib-id>
          <contrib-id contrib-id-type="spin">4371-8879</contrib-id>
          <name>
            <surname>Kubryakov</surname>
            <given-names>A. A.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>arskubr@yandex.ru</email>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1033-5678</contrib-id>
          <contrib-id contrib-id-type="researcherid">F-8915-2014</contrib-id>
          <contrib-id contrib-id-type="scopus-author-id">6602344280</contrib-id>
          <contrib-id contrib-id-type="spin">8146-9454</contrib-id>
          <name>
            <surname>Stanichny</surname>
            <given-names>S. V.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>sstanichny@mail.ru</email>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
      </contrib-group>

      <aff id="aff1">
        <institution>Marine Hydrophysical Institute of RAS</institution>
        <addr-line>2 Kapitanskaya Str.</addr-line>
        <city>Sevastopol</city>
        <country country="RU">Russian Federation</country>
      </aff>

      <pub-date date-type="pub" iso-8601-date="2026-04-30" publication-format="electronic">
        <day>30</day>
        <month>04</month>
        <year>2026</year>
      </pub-date>
      <volume>33</volume>
      <issue>2</issue>
      <fpage>217</fpage>
      <lpage>233</lpage>

      <history>
        <date date-type="received" iso-8601-date="2025-03-25">
          <day>25</day>
          <month>03</month>
          <year>2025</year>
        </date>
        <date date-type="rev-recd" iso-8601-date="2025-08-27">
          <day>27</day>
          <month>08</month>
          <year>2025</year>
        </date>
        <date date-type="accepted" iso-8601-date="2026-01-28">
          <day>28</day>
          <month>01</month>
          <year>2026</year>
        </date>
      </history>

      <permissions>
        <copyright-statement xml:lang="en">Copyright ©; 2026, N. V. Vasilenko, A. A. Aleskerova, L. V. Kharitonova, A. A. Kubryakov, S. V. Stanichny</copyright-statement>
        <copyright-year>2026</copyright-year>
        <copyright-holder xml:lang="en">N. V. Vasilenko, A. A. Aleskerova, L. V. Kharitonova, A. A. Kubryakov, S. V. Stanichny</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/2026/02/01/" xlink:title="Article page">https://physical-oceanography.ru/repository/issues/2026/02/01/</self-uri>

      <abstract xml:lang="en">
        <p><bold>Purpose.</bold> The purpose of the work is to study spatial and seasonal variability of the total suspended matter concentration in the Sea of Azov over a long-term period using optical satellite data, and to assess its relationship with the intensity and duration of wind impact.</p>
        <p><bold>Methods and Results.</bold> An array of more than 3000 MODIS, Landsat-8 and Sentinel-2 satellite images for 2003–2024 was analyzed. The average suspended matter concentrations were mapped and the obtained fields were compared with the types of bottom sediments, bottom relief, and hydrometeorological conditions. It was established that during wind-wave roiling, significant optical inhomogeneities were recorded in the suspended matter field, conditioned, probably, by the different granulometric composition of bottom sediments, as well as by the features of bottom relief. It was shown that the maximum average long-term concentrations of suspended matter (up to 10 mg/L) were observed in the areas with fine-grained bottom sediments and complex bottom relief, namely in the coastal zone of the Yeysky Peninsula, by the Dolgaya Spit and Bank, and the Yelenina Bank. In the coastal areas of the Arabat Spit and Biryuchy Island Spit, and the Obitochnaya and Berdyansk Spits, the concentrations reached 5–6 mg/L. The analysis of hydrometeorological conditions showed that the impact of wind with a speed exceeding 10 m/s for 1–2 days or longer resulted in an increase in water turbidity practically throughout the whole region under study. The highest values of suspended matter concentration (more than 10 mg/L) were recorded at wind speeds exceeding 14 m/s and durations surpassing 5 days. As for seasonal dynamics, the maximum values were revealed in the winter period (7–9 mg/L in January), and the minimum ones were observed from June to September (0–1 mg/L).</p>
        <p><bold>Conclusions.</bold> The spatial distribution of suspended matter in the Sea of Azov is conditioned by lithodynamic factors (bottom sediment type and bottom topography) and the hydrometeorological conditions. The most intense wind-driven roiling takes place during the cold season, from October to April.</p>
      </abstract>

      <kwd-group>
        <kwd>Sea of Azov</kwd>
        <kwd>suspended matter concentration</kwd>
        <kwd>MODIS</kwd>
        <kwd>roiling</kwd>
        <kwd>satellite data</kwd>
        <kwd>satellite images</kwd>
        <kwd>satellite photographs</kwd>
        <kwd>bottom sediments</kwd>
        <kwd>wind mixing</kwd>
        <kwd>Landsat</kwd>
        <kwd>Sentinel-2</kwd>
      </kwd-group>

      <funding-group>
        <funding-statement xml:lang="en">The study was supported by the RSF grant 25-27-00234 "Study of the formation and redistribution of suspended matter in the Sea of Azov and on the western coast of Crimea".</funding-statement>
      </funding-group>
    </article-meta>
  </front>

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

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