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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">Ecological Safety of Coastal and Shelf Zones of Sea</journal-id>
      <journal-title-group>
        <journal-title>Ecological Safety of Coastal and Shelf Zones of Sea</journal-title>
      </journal-title-group>
      <issn publication-format="print">2413-5577</issn>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">20230205</article-id>
      
      <article-categories>
        <subj-group subj-group-type="article-type">
          <subject>Research Article</subject>
        </subj-group>
      </article-categories>

      <title-group>
        <article-title>Numerical Modelling of RedOx Condition Dynamics at the Water-Sediment Interface in Sevastopol Bay</article-title>
      </title-group>

      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Gurova</surname>
            <given-names>Yu. S.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>kurinnaya-jul@yandex.ru</email>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Yakushev</surname>
            <given-names>E. V.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>evgeniy.yakushev@gmail.com</email>
          <xref ref-type="aff" rid="aff2"/>
          <xref ref-type="aff" rid="aff3"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Berezina</surname>
            <given-names>A. V.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>fisa4247@gmail.com</email>
          <xref ref-type="aff" rid="aff2"/>
          <xref ref-type="aff" rid="aff3"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Novikov</surname>
            <given-names>M. O.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>novikov.mo@ocean.ru</email>
          <xref ref-type="aff" rid="aff2"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Gurov</surname>
            <given-names>K. I.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>gurovki@gmail.com</email>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Orekhova</surname>
            <given-names>N. A.</given-names>
          </name>
          <address>
            <country country="RU">Russian Federation</country>
          </address>
          <email>natalia.orekhova@mhi-ras.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>

      <aff id="aff2">
        <institution>Shirshov Institute of Oceanology RAS</institution>
        <addr-line>Moscow</addr-line>
        <country country="RU">Russian Federation</country>
      </aff>

      <aff id="aff3">
        <institution>Norwegian Institute for Water Research</institution>
        <addr-line>Oslo</addr-line>
        <country country="NO">Norway</country>
      </aff>

      <pub-date date-type="pub" iso-8601-date="2023-06-26" publication-format="electronic">
        <day>26</day>
        <month>06</month>
        <year>2023</year>
      </pub-date>
      <volume>2023</volume>
      <issue>2</issue>
      <fpage>71</fpage>
      <lpage>90</lpage>

      <history>
        <date date-type="received" iso-8601-date="2023-02-18">
          <day>18</day>
          <month>02</month>
          <year>2023</year>
        </date>
        <date date-type="rev-recd" iso-8601-date="2023-05-03">
          <day>03</day>
          <month>05</month>
          <year>2023</year>
        </date>
        <date date-type="accepted" iso-8601-date="2023-04-15">
          <day>15</day>
          <month>04</month>
          <year>2023</year>
        </date>
      </history>

      <permissions>
        <copyright-statement>Copyright © 2023, Yu. S. Gurova, E. V. Yakushev, A. V. Berezina, M. O. Novikov, K. I. Gurov, N. A. Orekhova</copyright-statement>
        <copyright-year>2023</copyright-year>
        <copyright-holder>Yu. S. Gurova, E. V. Yakushev, A. V. Berezina, M. O. Novikov, K. I. Gurov, N. A. Orekhova</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://ecological-safety.ru/en/repository/issues/2023/02/05/" xlink:title="Page of article">https://ecological-safety.ru/en/repository/issues/2023/02/05/</self-uri>

      <abstract>
        <p>The paper aims at assessing the variability of characteristics of redox conditions in the water column and the surface layer of sediments under changing anthropogenic load using in situ observational data and results of numerical modelling (the case of Sevastopol Bay). A comprehensive analysis is carried out of the chemical characteristics of the water column and pore water as well as geochemical characteristics of the bottom sediments. It is confirmed that there is the previously determined violation of the natural hydrochemical regime due to phytoplankton blooms in summer and the location of a large amount of stormwater and municipal wastewater in the bay. Despite the saturation of waters with oxygen in the bottom layer (94-113 % sat.), suboxic conditions are registered in the surface layer of bottom sediments. This is explained by predominance of the fine-grained fraction and high content of organic carbon. Mathematical calculations were performed using the one-dimensional benthic-pelagic Bottom RedOx Model (BROM). The numerical modelling results were validated using in situ observational data. The results showed that the model reproduces the natural seasonal variations of hydrochemical parameters associated with phytoplankton blooms, the occurrence of high concentrations of organic matter and its oxidation by the dissolved oxygen. Two numerical experiments with decreased and increased concentrations of organic matter were conducted to assess the effects of varying amounts of the organic matter entering the bay. It was found that the increased load on the bay results in a decrease in the oxygen concentration (up to 12 μM) and the development of anaerobic conditions in the bottom layer of water. Reduced organic matter input promotes aerobic conditions in the water column and in the bottom water layer. However, for bottom sediments, such a reduction in the load is not sufficient given the level of excess organic matter accumulated in them. The pore waters still consume oxygen and nitrates heavily and produce reduced forms of iron and manganese.</p>
      </abstract>

      <kwd-group>
        <kwd>bottom sediments</kwd>
        <kwd>pore waters</kwd>
        <kwd>oxygen</kwd>
        <kwd>organic carbon</kwd>
        <kwd>modelling</kwd>
        <kwd>Black Sea</kwd>
        <kwd>Sevastopol Bay</kwd>
        <kwd>BROM model</kwd>
      </kwd-group>

      <funding-group>
        <funding-statement>The work was carried out under state assignment no. FNNN-2021-0005 "Coastal research" of Marine Hydrophysical Institute and state assignment no. FMWE-2021-0001 of Shirshov Institute of Oceanology RAS; as well as funded by grants no. 20-35-90103 of the RFBR and no. 21-17-00191 of the RSF. The authors are grateful to A. I. Kubryakov, Dr.Sci. (Phys.-Math.), for the provision of calculation results obtained using the POM model.</funding-statement>
      </funding-group>

      <author-notes>
        <p><bold>About the authors:</bold></p>
        <p><bold>Yulia S. Gurova</bold>, Junior Research Associate, Marine Hydrophysical Institute of RAS (2 Kapitanskaya St., Sevastopol, 299011, Russian Federation), <bold>ORCID: 0000-0002-9826-4789</bold>, <bold>ResearcherID: AAB-5628-2019</bold>, <email>kurinnaya-jul@yandex.ru</email></p>
        <p><bold>Evgeniy V. Yakushev</bold>, Chief Research Associate, Shirshov Institute of Oceanology RAS (36 Nahimovskiy Ave., Moscow, 117997, Russian Federation), Dr.Sci. (Phys-Math.), <bold>ORCID: 0000-0001-5008-9611</bold>, <bold>ResearcherID: M-5470-2019</bold>, <email>evgeniy.yakushev@gmail.com</email></p>
        <p><bold>Anfisa V. Berezina</bold>, Leading Engineer, Shirshov Institute of Oceanology RAS (36 Nahimovskiy Ave., Moscow, 117997, Russian Federation), <bold>ORCID: 0000-0001-9356-8807</bold>, <bold>ResearcherID: AAK-7150-2021</bold>, <email>fisa4247@gmail.com</email></p>
        <p><bold>Matvey O. Novikov</bold>, Engineer, Shirshov Institute of Oceanology RAS (36 Nahimovskiy Ave., Moscow, 117997, Russian Federation), <bold>ORCID: 0000-0003-3124-3702</bold>, <bold>ResearcherID: AGP-2782-2022</bold>, <email>novikov.mo@ocean.ru</email></p>
        <p><bold>Konstantin I. Gurov</bold>, Junior Research Associate, Marine Hydrophysical Institute of RAS (2 Kapitanskaya St., Sevastopol, 299011, Russian Federation), <bold>ORCID: 0000-0003-3460-9650</bold>, <bold>ResearcherID: L-7895-2017</bold>, <email>gurovki@gmail.com</email></p>
        <p><bold>Natalia A. Orekhova</bold>, Head of Marine Biogeochemistry Department, Marine Hydrophysical Institute of RAS (2 Kapitanskaya St., Sevastopol, 299011, Russian Federation), Ph.D. (Geogr.), <bold>ORCID: 0000-0002-1387-970X</bold>, <bold>ResearcherID: I-1755-2017</bold>, <email>natalia.orekhova@mhi-ras.ru</email></p>
        <p><bold>Contribution of the authors:</bold></p>
        <p><bold>Yulia S. Gurova</bold> – problem statement, analysis of calculation results, article text and graphic material preparation</p>
        <p><bold>Evgeniy V. Yakushev</bold> – mathematical model development, performance of calculations, discussion of results, critical analysis and revision of the text</p>
        <p><bold>Anfisa V. Berezina</bold> – performance of calculations, graphic material preparation</p>
        <p><bold>Matvey O. Novikov</bold> – correction of the mathematical model</p>
        <p><bold>Konstantin I. Gurov</bold> – sampling, analysis of geochemical characteristics of bottom sediments, article text and graphic material preparation</p>
        <p><bold>Natalia A. Orekhova</bold> – analysis of pore water chemical composition, critical analysis and revision of the text</p>
        <p><italic>All the authors have read and approved the final manuscript.</italic></p>
      </author-notes>
    </article-meta>
  </front>

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

  <back>
    <ref-list>
      <title>REFERENCES</title>
      <ref id="B1">
        <label>1.</label>
        <element-citation publication-type="book-chapter">
          <person-group person-group-type="author">
            <name><surname>Bryantsev</surname><given-names>V.A.</given-names></name>
            <name><surname>Litvinenko</surname><given-names>N.M.</given-names></name>
            <name><surname>Sebakh</surname><given-names>L.K.</given-names></name>
          </person-group>
          <chapter-title>Anthropogenic Impacts on the Black Sea Ecosystem (Results of YugNIRO Nature Protective Studies for the Last Decade)</chapter-title>
          <source>Proceedings of the Southern Scientific Research Institute of Marine Fisheries &amp; Oceanography</source>
          <publisher-loc>Kerch</publisher-loc>
          <publisher-name>YugNIRO Publishers</publisher-name>
          <year>1997</year>
          <volume>43</volume>
          <fpage>16</fpage>
          <lpage>27</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B2">
        <label>2.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Orekhova</surname><given-names>N.A.</given-names></name>
            <name><surname>Konovalov</surname><given-names>S.K.</given-names></name>
          </person-group>
          <article-title>Oxygen and Sulfides in Bottom Sediments of the Coastal Sevastopol Region of Crimea</article-title>
          <source>Oceanology</source>
          <year>2018</year>
          <volume>58</volume>
          <issue>5</issue>
          <fpage>679</fpage>
          <lpage>688</lpage>
          <pub-id pub-id-type="doi">10.1134/S0001437018050107</pub-id>
        </element-citation>
      </ref>
      <ref id="B3">
        <label>3.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Meysman</surname><given-names>F.J.R.</given-names></name>
            <name><surname>Middelburg</surname><given-names>J.J.</given-names></name>
            <name><surname>Herman</surname><given-names>P.M.J.</given-names></name>
            <name><surname>Heip</surname><given-names>C.H.R.</given-names></name>
          </person-group>
          <article-title>Reactive Transport in Surface Sediments. II. Media: An Object-Oriented Problem-Solving Environment for Early Diagenesis</article-title>
          <source>Computers and Geosciences</source>
          <year>2003</year>
          <volume>29</volume>
          <issue>3</issue>
          <fpage>301</fpage>
          <lpage>318</lpage>
          <pub-id pub-id-type="doi">10.1016/S0098-3004(03)00007-4</pub-id>
        </element-citation>
      </ref>
      <ref id="B4">
        <label>4.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Ignat'eva</surname><given-names>O.G.</given-names></name>
            <name><surname>Ovsyanyi</surname><given-names>E.I.</given-names></name>
            <name><surname>Romanov</surname><given-names>A.S.</given-names></name>
            <name><surname>Konovalov</surname><given-names>S.K.</given-names></name>
            <name><surname>Orekhova</surname><given-names>N.A.</given-names></name>
          </person-group>
          <article-title>Analysis of State of the Carbonate System of Waters and Variations of the Content of Organic Carbon in Bottom Sediments of the Sevastopol Bay in 1998-2005</article-title>
          <source>Physical Oceanography</source>
          <year>2008</year>
          <volume>18</volume>
          <issue>2</issue>
          <fpage>96</fpage>
          <lpage>105</lpage>
          <pub-id pub-id-type="doi">10.1007/s11110-008-9010-x</pub-id>
        </element-citation>
      </ref>
      <ref id="B5">
        <label>5.</label>
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name><surname>Ivanov</surname><given-names>V.A.</given-names></name>
            <name><surname>Ovsyany</surname><given-names>E.I.</given-names></name>
            <name><surname>Repetin</surname><given-names>L.N.</given-names></name>
            <name><surname>Romanov</surname><given-names>A.S.</given-names></name>
            <name><surname>Ignatyeva</surname><given-names>O.G.</given-names></name>
          </person-group>
          <source>Hydrological and Hydrochemical Regime of the Sebastopol Bay and Its Changing under Influence of Climatic and Anthropogenic Factors</source>
          <publisher-loc>Sevastopol</publisher-loc>
          <publisher-name>MHI</publisher-name>
          <year>2006</year>
          <size units="pages">90</size>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B6">
        <label>6.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Orekhova</surname><given-names>N.A.</given-names></name>
            <name><surname>Varenik</surname><given-names>A.V.</given-names></name>
          </person-group>
          <article-title>Current Hydrochemical Regime of the Sevastopol Bay</article-title>
          <source>Physical Oceanography</source>
          <year>2018</year>
          <volume>25</volume>
          <issue>2</issue>
          <fpage>124</fpage>
          <lpage>135</lpage>
          <pub-id pub-id-type="doi">10.22449/1573-160X-2018-2-124-135</pub-id>
        </element-citation>
      </ref>
      <ref id="B7">
        <label>7.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Gurov</surname><given-names>K.I.</given-names></name>
            <name><surname>Kotelyanets</surname><given-names>E.A.</given-names></name>
          </person-group>
          <article-title>Distribution of Trace Metals (Cr, Cu, Ni, Pb, Zn, Sr, Ti, Mn and Fe) in the Vertical Section of Bottom Sediments in the Sevastopol Bay (Black Sea)</article-title>
          <source>Physical Oceanography</source>
          <year>2022</year>
          <volume>29</volume>
          <issue>5</issue>
          <fpage>491</fpage>
          <lpage>507</lpage>
          <pub-id pub-id-type="doi">10.22449/1573-160X-2022-5-491-507</pub-id>
        </element-citation>
      </ref>
      <ref id="B8">
        <label>8.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Svishchev</surname><given-names>S.V.</given-names></name>
            <name><surname>Kondrat'ev</surname><given-names>S.I.</given-names></name>
            <name><surname>Konovalov</surname><given-names>S.K.</given-names></name>
          </person-group>
          <article-title>Regularities of Seasonal Variations in the Content and Distribution of Oxygen in Waters of the Sevastopol Bay</article-title>
          <source>Physical Oceanography</source>
          <year>2011</year>
          <volume>21</volume>
          <issue>4</issue>
          <fpage>280</fpage>
          <lpage>293</lpage>
          <pub-id pub-id-type="doi">10.1007/s11110-011-9122-6</pub-id>
        </element-citation>
      </ref>
      <ref id="B9">
        <label>9.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Moiseenko</surname><given-names>O.G.</given-names></name>
            <name><surname>Orekhova</surname><given-names>N.A.</given-names></name>
          </person-group>
          <article-title>Investigation of the Mechanism of the Long-Term Evolution of the Carbon Cycle in the Ecosystem of the Sevastopol Bay</article-title>
          <source>Physical Oceanography</source>
          <year>2011</year>
          <volume>21</volume>
          <issue>2</issue>
          <fpage>142</fpage>
          <lpage>152</lpage>
          <pub-id pub-id-type="doi">10.1007/s11110-011-9111-9</pub-id>
        </element-citation>
      </ref>
      <ref id="B10">
        <label>10.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Orekhova</surname><given-names>N.A.</given-names></name>
            <name><surname>Medvedev</surname><given-names>E.V.</given-names></name>
            <name><surname>Konovalov</surname><given-names>S.K.</given-names></name>
          </person-group>
          <article-title>Carbonate System Characteristics of the Sevastopol Bay Waters in 2009-2015</article-title>
          <source>Physical Oceanography</source>
          <year>2016</year>
          <issue>3</issue>
          <fpage>36</fpage>
          <lpage>46</lpage>
          <pub-id pub-id-type="doi">10.22449/1573-160X-2016-3-46-46</pub-id>
        </element-citation>
      </ref>
      <ref id="B11">
        <label>11.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Ovsyanyj</surname><given-names>E.I.</given-names></name>
            <name><surname>Romanov</surname><given-names>A.S.</given-names></name>
            <name><surname>Ignatieva</surname><given-names>O.G.</given-names></name>
          </person-group>
          <article-title>Distribution of Heavy Metals in Superficial Layer of Bottom Sediments of Sevastopol Bay (the Black Sea)</article-title>
          <source>Marine Ecological Journal</source>
          <year>2003</year>
          <volume>2</volume>
          <issue>2</issue>
          <fpage>85</fpage>
          <lpage>93</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B12">
        <label>12.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Romanov</surname><given-names>A.S.</given-names></name>
            <name><surname>Orekhova</surname><given-names>N.A.</given-names></name>
            <name><surname>Ignatyyeva</surname><given-names>O.G.</given-names></name>
            <name><surname>Konovalov</surname><given-names>S.K.</given-names></name>
            <name><surname>Ovsyany</surname><given-names>E.I.</given-names></name>
          </person-group>
          <article-title>Influence of Physico-Chemical Characteristics of the Bottom Sediments on the Trace Elements' Distribution by the Example of Sevastopol Bays (Black Sea)</article-title>
          <source>Ekologiya Morya = Ecology of the Sea</source>
          <year>2007</year>
          <volume>73</volume>
          <fpage>85</fpage>
          <lpage>90</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B13">
        <label>13.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Orekhova</surname><given-names>N.A.</given-names></name>
            <name><surname>Konovalov</surname><given-names>S.K.</given-names></name>
          </person-group>
          <article-title>Polarography of the Bottom Sediments in the Sevastopol Bay</article-title>
          <source>Physical Oceanography</source>
          <year>2009</year>
          <volume>19</volume>
          <issue>2</issue>
          <fpage>111</fpage>
          <lpage>123</lpage>
          <pub-id pub-id-type="doi">10.1007/s11110-009-9038-6</pub-id>
        </element-citation>
      </ref>
      <ref id="B14">
        <label>14.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Soloveva</surname><given-names>O.V.</given-names></name>
            <name><surname>Tikhonova</surname><given-names>E.A.</given-names></name>
          </person-group>
          <article-title>The Organic Matter Content Dynamics in the Sea Bottom Sediments of the Sevastopol Harbor Water Area</article-title>
          <source>Scientific Notes of V.I. Vernadsky Crimean Federal University. Biology. Chemistry</source>
          <year>2018</year>
          <volume>4</volume>
          <issue>4</issue>
          <fpage>196</fpage>
          <lpage>206</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B15">
        <label>15.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Malakhova</surname><given-names>L.V.</given-names></name>
            <name><surname>Egorov</surname><given-names>V.N.</given-names></name>
            <name><surname>Malakhova</surname><given-names>T.V.</given-names></name>
            <name><surname>Lobko</surname><given-names>V.V.</given-names></name>
            <name><surname>Murashova</surname><given-names>A.I.</given-names></name>
            <name><surname>Bobko</surname><given-names>N.I.</given-names></name>
          </person-group>
          <article-title>Organochlorine Compounds Content in the Components of the Black River Ecosystem and Assessment of their Inflow to the Sevastopol Bay in the Winter Season 2020</article-title>
          <source>International Journal of Applied and Fundamental Research</source>
          <year>2020</year>
          <issue>5</issue>
          <fpage>7</fpage>
          <lpage>14</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B16">
        <label>16.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Orekhova</surname><given-names>N.A.</given-names></name>
            <name><surname>Konovalov</surname><given-names>S.K.</given-names></name>
            <name><surname>Medvedev</surname><given-names>E.V.</given-names></name>
          </person-group>
          <article-title>Features of Inorganic Carbon Regional Balance in Marine Ecosystems under Anthropogenic Pressure</article-title>
          <source>Physical Oceanography</source>
          <year>2019</year>
          <volume>26</volume>
          <issue>3</issue>
          <fpage>225</fpage>
          <lpage>235</lpage>
          <pub-id pub-id-type="doi">10.22449/1573-160X-2019-3-225-235</pub-id>
        </element-citation>
      </ref>
      <ref id="B17">
        <label>17.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Yakushev</surname><given-names>E.V.</given-names></name>
            <name><surname>Pollehne</surname><given-names>F.</given-names></name>
            <name><surname>Jost</surname><given-names>G.</given-names></name>
            <name><surname>Kuznetsov</surname><given-names>I.</given-names></name>
            <name><surname>Schneider</surname><given-names>B.</given-names></name>
            <name><surname>Umlauf</surname><given-names>L.</given-names></name>
          </person-group>
          <article-title>Analysis of the Water Column Oxic/Anoxic Interface in the Black and Baltic Seas with a Numerical Model</article-title>
          <source>Marine Chemistry</source>
          <year>2007</year>
          <volume>107</volume>
          <issue>3</issue>
          <fpage>388</fpage>
          <lpage>410</lpage>
          <pub-id pub-id-type="doi">10.1016/j.marchem.2007.06.003</pub-id>
        </element-citation>
      </ref>
      <ref id="B18">
        <label>18.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Pakhomova</surname><given-names>S.</given-names></name>
            <name><surname>Vinogradova</surname><given-names>E.</given-names></name>
            <name><surname>Yakushev</surname><given-names>E.</given-names></name>
            <name><surname>Zatsepin</surname><given-names>A.</given-names></name>
            <name><surname>Shtereva</surname><given-names>G.</given-names></name>
            <name><surname>Chasovnikov</surname><given-names>V.</given-names></name>
            <name><surname>Podymov</surname><given-names>O.</given-names></name>
          </person-group>
          <article-title>Interannual Variability of the Black Sea Proper Oxygen and Nutrients Regime: The Role of Climatic and Anthropogenic Forcing</article-title>
          <source>Estuarine, Coastal and Shelf Science</source>
          <year>2014</year>
          <volume>140</volume>
          <fpage>134</fpage>
          <lpage>145</lpage>
          <pub-id pub-id-type="doi">10.1016/j.ecss.2013.10.006</pub-id>
        </element-citation>
      </ref>
      <ref id="B19">
        <label>19.</label>
        <element-citation publication-type="paper-conference">
          <person-group person-group-type="author">
            <name><surname>Kubryakov</surname><given-names>A.I.</given-names></name>
          </person-group>
          <article-title>Application of the Nested Grids Method in Developing the System of Hydrophysical Fields Monitoring in the Coastal Regions of the Black Sea</article-title>
          <source>Ekologicheskaya Bezopasnost' Pribrezhnyi i Shel'fovoy Zon i Kompleksnoe Ispol'zovanie Resursov Shel'fa</source>
          <publisher-loc>Sevastopol</publisher-loc>
          <publisher-name>ECOSI-Gidrofizika</publisher-name>
          <year>2004</year>
          <issue>11</issue>
          <fpage>31</fpage>
          <lpage>50</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B20">
        <label>20.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Mikhailova</surname><given-names>E.N.</given-names></name>
            <name><surname>Shapiro</surname><given-names>N.B.</given-names></name>
          </person-group>
          <article-title>Simulation of the Circulation and Space Structure of Thermohaline Fields in the Sevastopol Bay with Regard for the Actual External Data (Winter, 1997)</article-title>
          <source>Physical Oceanography</source>
          <year>2005</year>
          <volume>15</volume>
          <issue>2</issue>
          <fpage>118</fpage>
          <lpage>132</lpage>
          <pub-id pub-id-type="doi">10.1007/s11110-005-0035-0</pub-id>
        </element-citation>
      </ref>
      <ref id="B21">
        <label>21.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Alekseev</surname><given-names>D.V.</given-names></name>
            <name><surname>Fomin</surname><given-names>V.V.</given-names></name>
            <name><surname>Ivancha</surname><given-names>E.V.</given-names></name>
            <name><surname>Kharitonova</surname><given-names>L.V.</given-names></name>
            <name><surname>Cherkesov</surname><given-names>L.V.</given-names></name>
          </person-group>
          <article-title>Mathematical Simulation of Wind Waves in the Sevastopol Bay</article-title>
          <source>Morsky Gidrofizicheskiy Zhurnal</source>
          <year>2012</year>
          <issue>1</issue>
          <fpage>75</fpage>
          <lpage>84</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B22">
        <label>22.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Belokopytov</surname><given-names>V.N.</given-names></name>
            <name><surname>Kubryakov</surname><given-names>A.I.</given-names></name>
            <name><surname>Pryakhina</surname><given-names>S.F.</given-names></name>
          </person-group>
          <article-title>Modelling of Water Pollution Propagation in the Sevastopol Bay</article-title>
          <source>Physical Oceanography</source>
          <year>2019</year>
          <volume>26</volume>
          <issue>1</issue>
          <fpage>3</fpage>
          <lpage>12</lpage>
          <pub-id pub-id-type="doi">10.22449/1573-160X-2019-1-3-12</pub-id>
        </element-citation>
      </ref>
      <ref id="B23">
        <label>23.</label>
        <element-citation publication-type="paper-conference">
          <person-group person-group-type="author">
            <name><surname>Ryabtsev</surname><given-names>Yu.N.</given-names></name>
            <name><surname>Lemeshko</surname><given-names>E.M.</given-names></name>
          </person-group>
          <article-title>Modelling of Sevastopol Bay Pollutant Distribution for Complex Ecological Monitoring</article-title>
          <source>Ekologicheskaya Bezopasnost' Pribrezhnyi i Shel'fovoy Zon i Kompleksnoe Ispol'zovanie Resursov Shel'fa</source>
          <publisher-loc>Sevastopol</publisher-loc>
          <publisher-name>ECOSI-Gidrofizika</publisher-name>
          <year>2014</year>
          <issue>28</issue>
          <fpage>165</fpage>
          <lpage>171</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B24">
        <label>24.</label>
        <element-citation publication-type="book-chapter">
          <person-group person-group-type="author">
            <name><surname>Pavlova</surname><given-names>E.V.</given-names></name>
            <name><surname>Ovsjanyi</surname><given-names>E.I.</given-names></name>
            <name><surname>Gordina</surname><given-names>A.D.</given-names></name>
            <name><surname>Romanov</surname><given-names>A.S.</given-names></name>
            <name><surname>Kemp</surname><given-names>R.B.</given-names></name>
          </person-group>
          <chapter-title>Modern State and Tendencies of Change in Sevastopol Bay Ecosystem</chapter-title>
          <person-group person-group-type="editor">
            <name><surname>Pavlova</surname><given-names>E.V.</given-names></name>
            <name><surname>Shadrin</surname><given-names>N.V.</given-names></name>
          </person-group>
          <source>Sevastopol Aquatory and Coast: Ecosystem Processes and Services for Human Society</source>
          <publisher-loc>Sevastopol</publisher-loc>
          <publisher-name>Akvavita Publ.</publisher-name>
          <year>1999</year>
          <fpage>70</fpage>
          <lpage>94</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B25">
        <label>25.</label>
        <element-citation publication-type="paper-conference">
          <person-group person-group-type="author">
            <name><surname>Ovsyany</surname><given-names>E.J.</given-names></name>
            <name><surname>Romanov</surname><given-names>A.S.</given-names></name>
            <name><surname>Min'kovskaya</surname><given-names>R.Ya.</given-names></name>
            <name><surname>Krasnovid</surname><given-names>I.I.</given-names></name>
            <name><surname>Ozyumenko</surname><given-names>B.A.</given-names></name>
            <name><surname>Zymbal</surname><given-names>I.M.</given-names></name>
          </person-group>
          <article-title>Basic Polluting Sources of Sea near Sevastopol</article-title>
          <source>Ekologicheskaya Bezopasnost' Pribrezhnyi i Shel'fovoy Zon i Kompleksnoe Ispol'zovanie Resursov Shel'fa</source>
          <publisher-loc>Sevastopol</publisher-loc>
          <publisher-name>ECOSI-Gidrofizika</publisher-name>
          <year>2001</year>
          <issue>2</issue>
          <fpage>138</fpage>
          <lpage>152</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B26">
        <label>26.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Osadchaya</surname><given-names>T.S.</given-names></name>
            <name><surname>Alyomov</surname><given-names>S.V.</given-names></name>
            <name><surname>Shadrina</surname><given-names>T.V.</given-names></name>
          </person-group>
          <article-title>Ecological Quality of Sevastopol Bay Bottom Sediments: Retrospective and Present-Day State</article-title>
          <source>Ekologiya Morya = Ecology of the Sea</source>
          <year>2004</year>
          <volume>66</volume>
          <fpage>82</fpage>
          <lpage>87</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B27">
        <label>27.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Minkina</surname><given-names>N.I.</given-names></name>
            <name><surname>Samyshev</surname><given-names>E.Z.</given-names></name>
            <name><surname>Kopytov</surname><given-names>Yu.P.</given-names></name>
          </person-group>
          <article-title>Long-Term Changes of Level of Contamination and Development of Plankton in the Sevastopol Bay</article-title>
          <source>Monitoring Systems of Environment</source>
          <year>2015</year>
          <issue>1</issue>
          <fpage>82</fpage>
          <lpage>93</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B28">
        <label>28.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Sovga</surname><given-names>E.E.</given-names></name>
            <name><surname>Mezentseva</surname><given-names>I.V.</given-names></name>
            <name><surname>Khmara</surname><given-names>T.V.</given-names></name>
          </person-group>
          <article-title>Simulation of Seasonal Hydrodynamic Regime in the Sevastopol Bay and of Assessment of the Self-Purification Capacity of its Ecosystem</article-title>
          <source>Fundamentalnaya i Prikladnaya Gidrofizika</source>
          <year>2022</year>
          <volume>15</volume>
          <issue>2</issue>
          <fpage>110</fpage>
          <lpage>123</lpage>
          <pub-id pub-id-type="doi">10.48612/fpg/92ge-ahz6-n2pt</pub-id>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B29">
        <label>29.</label>
        <element-citation publication-type="paper-conference">
          <person-group person-group-type="author">
            <name><surname>Bersen'eva</surname><given-names>G.P.</given-names></name>
            <name><surname>Gevoriz</surname><given-names>N.S.</given-names></name>
          </person-group>
          <article-title>Variability of Chlorophyll and Pheophytin Concentrations in the Phytoplankton of the Sevastopol Bay during 2000-2001</article-title>
          <source>Ekologicheskaya Bezopasnost' Pribrezhnyi i Shel'fovoy Zon i Kompleksnoe Ispol'zovanie Resursov Shel'fa</source>
          <publisher-loc>Sevastopol</publisher-loc>
          <publisher-name>ECOSI-Gidrofizika</publisher-name>
          <year>2003</year>
          <issue>8</issue>
          <fpage>90</fpage>
          <lpage>97</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B30">
        <label>30.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Eremeev</surname><given-names>V.N.</given-names></name>
            <name><surname>Konovalov</surname><given-names>S.K.</given-names></name>
            <name><surname>Romanov</surname><given-names>A.S.</given-names></name>
          </person-group>
          <article-title>The Distribution of Oxygen and Hydrogen Sulfide in Black Sea Waters during Winter-Spring Period</article-title>
          <source>Physical Oceanography</source>
          <year>1998</year>
          <volume>9</volume>
          <issue>4</issue>
          <fpage>259</fpage>
          <lpage>272</lpage>
          <pub-id pub-id-type="doi">10.1007/BF02522712</pub-id>
        </element-citation>
      </ref>
      <ref id="B31">
        <label>31.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Weiss</surname><given-names>R.F.</given-names></name>
          </person-group>
          <article-title>The Solubility of Nitrogen, Oxygen and Argon in Water and Sea-water</article-title>
          <source>Deep Sea Research and Oceanographic Abstracts</source>
          <year>1970</year>
          <volume>17</volume>
          <issue>4</issue>
          <fpage>721</fpage>
          <lpage>735</lpage>
          <pub-id pub-id-type="doi">10.1016/0011-7471(70)90037-9</pub-id>
        </element-citation>
      </ref>
      <ref id="B32">
        <label>32.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Brendel</surname><given-names>P.J.</given-names></name>
            <name><surname>Luther III</surname><given-names>G.W.</given-names></name>
          </person-group>
          <article-title>Development of a Gold Amalgam Volumetric Microelectrode for the Determination of Dissolved Fe, Mn, O₂, and S-(II) in Pore Waters of Marine and Freshwater Sediments</article-title>
          <source>Environmental Science and Technology</source>
          <year>1995</year>
          <volume>29</volume>
          <issue>3</issue>
          <fpage>751</fpage>
          <lpage>761</lpage>
          <pub-id pub-id-type="doi">10.1021/es00003a024</pub-id>
        </element-citation>
      </ref>
      <ref id="B33">
        <label>33.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Luther III</surname><given-names>G.W.</given-names></name>
            <name><surname>Brendel</surname><given-names>P.J.</given-names></name>
            <name><surname>Lewis</surname><given-names>B.L.</given-names></name>
            <name><surname>Sundby</surname><given-names>B.</given-names></name>
            <name><surname>Lefrançois</surname><given-names>L.</given-names></name>
            <name><surname>Silverberg</surname><given-names>N.</given-names></name>
            <name><surname>Nuzzio</surname><given-names>D.B.</given-names></name>
          </person-group>
          <article-title>Simultaneous Measurement of O₂, Mn, Fe, I, and S-(II) in Marine Pore Waters with a Solid-State Volumetric Microelectrode</article-title>
          <source>Limnology and Oceanography</source>
          <year>1998</year>
          <volume>43</volume>
          <issue>2</issue>
          <fpage>325</fpage>
          <lpage>333</lpage>
          <pub-id pub-id-type="doi">10.4319/lo.1998.43.2.0325</pub-id>
        </element-citation>
      </ref>
      <ref id="B34">
        <label>34.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Zabegaev</surname><given-names>I.A.</given-names></name>
            <name><surname>Shul'gin</surname><given-names>V.F.</given-names></name>
            <name><surname>Orekhova</surname><given-names>N.A.</given-names></name>
          </person-group>
          <article-title>Application of Instrumental Methods for Analysis of Bottom Sediments for Ecological Monitoring of Marine Ecosystems</article-title>
          <source>Scientific Notes of V.I. Vernadsky Crimean Federal University. Biology. Chemistry</source>
          <year>2021</year>
          <volume>7</volume>
          <issue>4</issue>
          <fpage>242</fpage>
          <lpage>254</lpage>
          <comment>(in Russian)</comment>
        </element-citation>
      </ref>
      <ref id="B35">
        <label>35.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Yakushev</surname><given-names>E.V.</given-names></name>
            <name><surname>Protsenko</surname><given-names>E.A.</given-names></name>
            <name><surname>Bruggeman</surname><given-names>J.</given-names></name>
            <name><surname>Wallhead</surname><given-names>P.</given-names></name>
            <name><surname>Pakhomova</surname><given-names>S.V.</given-names></name>
            <name><surname>Yakubov</surname><given-names>Sh.Kh.</given-names></name>
            <name><surname>Bellerby</surname><given-names>R.G.J.</given-names></name>
            <name><surname>Couture</surname><given-names>R.-M.</given-names></name>
          </person-group>
          <article-title>Bottom RedOx Model (BROM v.1.1): A Coupled Benthic-Pelagic Model for Simulation of Water and Sediment Biogeochemistry</article-title>
          <source>Geoscientific Model Development</source>
          <year>2017</year>
          <volume>10</volume>
          <issue>1</issue>
          <fpage>453</fpage>
          <lpage>482</lpage>
          <pub-id pub-id-type="doi">10.5194/gmd-10-453-2017</pub-id>
        </element-citation>
      </ref>
      <ref id="B36">
        <label>36.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Yakushev</surname><given-names>E.V.</given-names></name>
            <name><surname>Wallhead</surname><given-names>P.</given-names></name>
            <name><surname>Renaud</surname><given-names>P.E.</given-names></name>
            <name><surname>Illinskaya</surname><given-names>A.</given-names></name>
            <name><surname>Protsenko</surname><given-names>E.</given-names></name>
            <name><surname>Yakubov</surname><given-names>Sh.</given-names></name>
            <name><surname>Pakhomova</surname><given-names>S.</given-names></name>
            <name><surname>Sweetman</surname><given-names>A.K.</given-names></name>
            <name><surname>Dunlop</surname><given-names>K.</given-names></name>
            <name><surname>Berezina</surname><given-names>A.</given-names></name>
            <name><surname>Bellerby</surname><given-names>R.G.J.</given-names></name>
            <name><surname>Dale</surname><given-names>T.</given-names></name>
          </person-group>
          <article-title>Understanding the Biogeochemical Impacts of Fish Farms Using a Benthic-Pelagic Model</article-title>
          <source>Water</source>
          <year>2020</year>
          <volume>12</volume>
          <issue>9</issue>
          <fpage>2384</fpage>
          <pub-id pub-id-type="doi">10.3390/w12092384</pub-id>
        </element-citation>
      </ref>
      <ref id="B37">
        <label>37.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>He</surname><given-names>Y.</given-names></name>
            <name><surname>Stanev</surname><given-names>E.V.</given-names></name>
            <name><surname>Yakushev</surname><given-names>E.V.</given-names></name>
            <name><surname>Staneva</surname><given-names>J.</given-names></name>
          </person-group>
          <article-title>Black Sea Biogeochemistry: Response to Decadal Atmospheric Variability during 1960-2000 Inferred from Numerical Modeling</article-title>
          <source>Marine Environmental Research</source>
          <year>2012</year>
          <volume>77</volume>
          <fpage>90</fpage>
          <lpage>102</lpage>
          <pub-id pub-id-type="doi">10.1016/j.marenvres.2012.02.007</pub-id>
        </element-citation>
      </ref>
      <ref id="B38">
        <label>38.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Stanev</surname><given-names>E.V.</given-names></name>
            <name><surname>He</surname><given-names>Y.</given-names></name>
            <name><surname>Staneva</surname><given-names>J.</given-names></name>
            <name><surname>Yakushev</surname><given-names>E.</given-names></name>
          </person-group>
          <article-title>Mixing in the Black Sea Detected from the Temporal and Spatial Variability of Oxygen and Sulfide - Argo Float Observations and Numerical Modelling</article-title>
          <source>Biogeosciences</source>
          <year>2014</year>
          <volume>11</volume>
          <issue>20</issue>
          <fpage>5707</fpage>
          <lpage>5732</lpage>
          <pub-id pub-id-type="doi">10.5194/bg-11-5707-2014</pub-id>
        </element-citation>
      </ref>
      <ref id="B39">
        <label>39.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Yakushev</surname><given-names>E.</given-names></name>
            <name><surname>Pakhomova</surname><given-names>S.</given-names></name>
            <name><surname>Sorenson</surname><given-names>K.</given-names></name>
            <name><surname>Skei</surname><given-names>J.</given-names></name>
          </person-group>
          <article-title>Importance of the Different Manganese Species in the Formation of Water Column Redox Zones: Observations and Modeling</article-title>
          <source>Marine Chemistry</source>
          <year>2009</year>
          <volume>117</volume>
          <issue>1-4</issue>
          <fpage>59</fpage>
          <lpage>70</lpage>
          <pub-id pub-id-type="doi">10.1016/j.marchem.2009.09.007</pub-id>
        </element-citation>
      </ref>
      <ref id="B40">
        <label>40.</label>
        <element-citation publication-type="book">
          <person-group person-group-type="author">
            <name><surname>Yakushev</surname><given-names>E.V.</given-names></name>
            <name><surname>Pollehne</surname><given-names>F.</given-names></name>
            <name><surname>Günter</surname><given-names>J.</given-names></name>
            <name><surname>Kuznetsov</surname><given-names>I.</given-names></name>
            <name><surname>Schneider</surname><given-names>B.</given-names></name>
            <name><surname>Umlauf</surname><given-names>L.</given-names></name>
          </person-group>
          <source>Redox Layer Model (ROLM): A Tool for Analysis of the Water Column Oxic/Anoxic Interface Processes</source>
          <publisher-loc>Warnemünde</publisher-loc>
          <year>2007</year>
          <volume>68</volume>
          <size units="pages">59</size>
          <pub-id pub-id-type="doi">10.12754/msr-2007-0068</pub-id>
        </element-citation>
      </ref>
      <ref id="B41">
        <label>41.</label>
        <element-citation publication-type="journal">
          <person-group person-group-type="author">
            <name><surname>Yakushev</surname><given-names>E.V.</given-names></name>
            <name><surname>Kuznetsov</surname><given-names>I.S.</given-names></name>
            <name><surname>Podymov</surname><given-names>O.I.</given-names></name>
            <name><surname>Burchard</surname><given-names>H.</given-names></name>
            <name><surname>Neumann</surname><given-names>T.</given-names></name>
            <name><surname>Pollehne</surname><given-names>F.</given-names></name>
          </person-group>
          <article-title>Modeling the Influence of Oxygenated Inflows on the Biogeochemical Structure of the Gotland Sea, Central Baltic Sea: Changes in the Distribution of Manganese</article-title>
          <source>Computers and Geosciences</source>
          <year>2011</year>
          <volume>37</volume>
          <issue>4</issue>
          <fpage>398</fpage>
          <lpage>409</lpage>
          <pub-id pub-id-type="doi">10.1016/j.cageo.2011.01.001</pub-id>
        </element-citation>
      </ref>
      <ref id="B42">
        <label>42.</label>
        <element-citation publication-type="book">
          <person-group person-group-type="editor">
            <name><surname>Yakushev</surname><given-names>E.V.</given-names></name>
          </person-group>
          <source>Chemical Structure of Pelagic Redox Interfaces: Observation and Modeling</source>
          <publisher-loc>Berlin</publisher-loc>
          <publisher-name>Springer</publisher-name>
          <year>2013</year>
          <size units="pages">290</size>
          <pub-id pub-id-type="doi">10.1007/978-3-642-32125-2</pub-id>
        </element-citation>
      </ref>
    </ref-list>
  </back>
</article>
