<!DOCTYPE article
PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.4 20190208//EN"
       "JATS-journalpublishing1.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.4" xml:lang="en">
 <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">67063</article-id>
   <article-id pub-id-type="doi">10.2205/2024ES000876</article-id>
   <article-id pub-id-type="edn">quzfii</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">On the Estimation of the Interannual Variability of the Ocean Surface Temperature in the Area of the Peruvian Upwelling</article-title>
    <trans-title-group xml:lang="ru">
     <trans-title>On the Estimation of the Interannual Variability of the Ocean Surface Temperature in the Area of the Peruvian Upwelling</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/0000-0002-9891-4315</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Мартина-Васкез</surname>
       <given-names>Джимми Хуан</given-names>
      </name>
      <name xml:lang="en">
       <surname>Martina-Vasquez</surname>
       <given-names>Jimmy Juan</given-names>
      </name>
     </name-alternatives>
     <email>JIMMYJMV1@HOTMAIL.COM</email>
     <bio xml:lang="ru">
      <p>докторант географических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>doctoral candidate of geographical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-1"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9797-5266</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Гордеева</surname>
       <given-names>Светлана Михайловна</given-names>
      </name>
      <name xml:lang="en">
       <surname>Gordeeva</surname>
       <given-names>Svetlana Mihailovna</given-names>
      </name>
     </name-alternatives>
     <email>gordeeva@rshu.ru</email>
     <bio xml:lang="ru">
      <p>доктор географических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>doctor of geographical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-1"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0009-0008-5139-3453</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Малинин</surname>
       <given-names>Валерий Николаевич</given-names>
      </name>
      <name xml:lang="en">
       <surname>Malinin</surname>
       <given-names>Valerii Nikolaevich</given-names>
      </name>
     </name-alternatives>
     <email>malinin@rshu.ru</email>
     <bio xml:lang="ru">
      <p>доктор географических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>doctor of geographical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-1"/>
    </contrib>
   </contrib-group>
   <aff-alternatives id="aff-1">
    <aff>
     <institution xml:lang="ru">Российский государственный гидрометеорологический университет</institution>
    </aff>
    <aff>
     <institution xml:lang="en">Russian State Hydrometeorological University</institution>
    </aff>
   </aff-alternatives>
   <pub-date publication-format="print" date-type="pub" iso-8601-date="2024-05-27T00:00:00+03:00">
    <day>27</day>
    <month>05</month>
    <year>2024</year>
   </pub-date>
   <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2024-05-27T00:00:00+03:00">
    <day>27</day>
    <month>05</month>
    <year>2024</year>
   </pub-date>
   <volume>24</volume>
   <issue>2</issue>
   <fpage>1</fpage>
   <lpage>10</lpage>
   <history>
    <date date-type="received" iso-8601-date="2023-07-01T00:00:00+03:00">
     <day>01</day>
     <month>07</month>
     <year>2023</year>
    </date>
    <date date-type="accepted" iso-8601-date="2023-10-16T00:00:00+03:00">
     <day>16</day>
     <month>10</month>
     <year>2023</year>
    </date>
   </history>
   <self-uri xlink:href="https://rjes.ru/en/nauka/article/67063/view">https://rjes.ru/en/nauka/article/67063/view</self-uri>
   <abstract xml:lang="ru">
    <p>The interannual variability of the ocean surface temperature in the area of the Peruvian upwelling for the period 1980–2022 is considered according to the satellite archive GODAS (Global Ocean Data Assimilation System) using the methods of multivariate statistical analysis. Local foci of significant trends, for average annual Sea Surface Temperature (SST) values, were identified near the Peruvian offshore. Four regions (clusters) were obtained, which describe the variability of SST in front off Peru, which could be used to pretend to develop a prognostic oceanographic model. Furthermore, coincidences of temperature fluctuations were found between the first cluster and the region N3+4</p>
   </abstract>
   <trans-abstract xml:lang="en">
    <p>The interannual variability of the ocean surface temperature in the area of the Peruvian upwelling for the period 1980–2022 is considered according to the satellite archive GODAS (Global Ocean Data Assimilation System) using the methods of multivariate statistical analysis. Local foci of significant trends, for average annual Sea Surface Temperature (SST) values, were identified near the Peruvian offshore. Four regions (clusters) were obtained, which describe the variability of SST in front off Peru, which could be used to pretend to develop a prognostic oceanographic model. Furthermore, coincidences of temperature fluctuations were found between the first cluster and the region N3+4</p>
   </trans-abstract>
   <kwd-group xml:lang="ru">
    <kwd>Peruvian upwelling</kwd>
    <kwd>ocean surface temperature</kwd>
    <kwd>interannual variability</kwd>
    <kwd>multivariate statistical analysis</kwd>
   </kwd-group>
   <kwd-group xml:lang="en">
    <kwd>Peruvian upwelling</kwd>
    <kwd>ocean surface temperature</kwd>
    <kwd>interannual variability</kwd>
    <kwd>multivariate statistical analysis</kwd>
   </kwd-group>
   <funding-group>
    <funding-statement xml:lang="ru">The authors are grateful to the respected reviewers for the insightful comments and valuable improvements to our paper. Furthermore, we thank Anastasia Bondarenko for checking translation.</funding-statement>
    <funding-statement xml:lang="en">The authors are grateful to the respected reviewers for the insightful comments and valuable improvements to our paper. Furthermore, we thank Anastasia Bondarenko for checking translation.</funding-statement>
   </funding-group>
  </article-meta>
 </front>
 <body>
  <p></p>
 </body>
 <back>
  <ref-list>
   <ref id="B1">
    <label>1.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Abrahams, A., R. W. Schlegel, and A. J. Smit (2021), Variation and Change of Upwelling Dynamics Detected in the World’s Eastern Boundary Upwelling Systems, Frontiers in Marine Science, 8, https://doi.org/10.3389/fmars.2021.626411.</mixed-citation>
     <mixed-citation xml:lang="en">Abrahams, A., R. W. Schlegel, and A. J. Smit (2021), Variation and Change of Upwelling Dynamics Detected in the World’s Eastern Boundary Upwelling Systems, Frontiers in Marine Science, 8, https://doi.org/10.3389/fmars.2021.626411.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B2">
    <label>2.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Aguirre, E. H. (2015), A Numerical Study of Oceanic Circulation in San Juan, Peru. Calibration of Princeton Ocean Model During 1991-2000, The Open Oceanography Journal, 8(1), 33–38, https://doi.org/10.2174/1874252101408010033.</mixed-citation>
     <mixed-citation xml:lang="en">Aguirre, E. H. (2015), A Numerical Study of Oceanic Circulation in San Juan, Peru. Calibration of Princeton Ocean Model During 1991-2000, The Open Oceanography Journal, 8(1), 33–38, https://doi.org/10.2174/1874252101408010033.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B3">
    <label>3.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Agüero, M., and M. Claveri (2007), Capacidad de pesca y manejo pesquero en América Latina y el Caribe: Una síntesis de casos, in Capacidad De Pesca Y Manejo Pesquero En America Y El Caribe (Documento Tecnicos De Pesca), vol. 461, pp. 61–71, Food &amp; Agriculture Org.</mixed-citation>
     <mixed-citation xml:lang="en">Agüero, M., and M. Claveri (2007), Capacidad de pesca y manejo pesquero en América Latina y el Caribe: Una síntesis de casos, in Capacidad De Pesca Y Manejo Pesquero En America Y El Caribe (Documento Tecnicos De Pesca), vol. 461, pp. 61–71, Food &amp; Agriculture Org.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B4">
    <label>4.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Aiken, C. M., S. A. Navarrete, and J. L. Pelegrí (2011), Potential changes in larval dispersal and alongshore connectivity on the central Chilean coast due to an altered wind climate, Journal of Geophysical Research, 116(G4), https://doi.org/10.1029/2011JG001731.</mixed-citation>
     <mixed-citation xml:lang="en">Aiken, C. M., S. A. Navarrete, and J. L. Pelegrí (2011), Potential changes in larval dispersal and alongshore connectivity on the central Chilean coast due to an altered wind climate, Journal of Geophysical Research, 116(G4), https://doi.org/10.1029/2011JG001731.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B5">
    <label>5.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Bakun, A. (1996), Patterns in the Ocean: Ocean Processes and Marine Population Dynamics, 346 pp., California Sea Grant, San Diego (CA).</mixed-citation>
     <mixed-citation xml:lang="en">Bakun, A. (1996), Patterns in the Ocean: Ocean Processes and Marine Population Dynamics, 346 pp., California Sea Grant, San Diego (CA).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B6">
    <label>6.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Bakun, A., and S. J. Weeks (2008), The marine ecosystem off Peru: What are the secrets of its fishery productivity and what might its future hold?, Progress in Oceanography, 79(2–4), 290–299, https://doi.org/10.1016/j.pocean.2008.10.027.</mixed-citation>
     <mixed-citation xml:lang="en">Bakun, A., and S. J. Weeks (2008), The marine ecosystem off Peru: What are the secrets of its fishery productivity and what might its future hold?, Progress in Oceanography, 79(2–4), 290–299, https://doi.org/10.1016/j.pocean.2008.10.027.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B7">
    <label>7.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Bakun, A., D. B. Field, A. Redondo-Rodriguez, and S. J. Weeks (2010), Greenhouse gas, upwelling-favorable winds, and the future of coastal ocean upwelling ecosystems, Global Change Biology, 16(4), 1213–1228, https://doi.org/10.1111/j.1365-2486.2009.02094.x.</mixed-citation>
     <mixed-citation xml:lang="en">Bakun, A., D. B. Field, A. Redondo-Rodriguez, and S. J. Weeks (2010), Greenhouse gas, upwelling-favorable winds, and the future of coastal ocean upwelling ecosystems, Global Change Biology, 16(4), 1213–1228, https://doi.org/10.1111/j.1365-2486.2009.02094.x.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B8">
    <label>8.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Bakun, A., B. A. Black, S. J. Bograd, M. García-Reyes, A. J. Miller, R. R. Rykaczewski, and W. J. Sydeman (2015), Anticipated Effects of Climate Change on Coastal Upwelling Ecosystems, Current Climate Change Reports, 1(2), 85–93, https://doi.org/10.1007/s40641-015-0008-4.</mixed-citation>
     <mixed-citation xml:lang="en">Bakun, A., B. A. Black, S. J. Bograd, M. García-Reyes, A. J. Miller, R. R. Rykaczewski, and W. J. Sydeman (2015), Anticipated Effects of Climate Change on Coastal Upwelling Ecosystems, Current Climate Change Reports, 1(2), 85–93, https://doi.org/10.1007/s40641-015-0008-4.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B9">
    <label>9.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Bertrand, A., M. Segura, M. Gutiérrez, and L. Vásquez (2004), From small-scale habitat loopholes to decadal cycles: a habitat-based hypothesis explaining fluctuation in pelagic fish populations off Peru, Fish and Fisheries, 5(4), 296–316, https://doi.org/10.1111/j.1467-2679.2004.00165.x.</mixed-citation>
     <mixed-citation xml:lang="en">Bertrand, A., M. Segura, M. Gutiérrez, and L. Vásquez (2004), From small-scale habitat loopholes to decadal cycles: a habitat-based hypothesis explaining fluctuation in pelagic fish populations off Peru, Fish and Fisheries, 5(4), 296–316, https://doi.org/10.1111/j.1467-2679.2004.00165.x.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B10">
    <label>10.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Bohle-Carbonell, M. (1989), On the variability of the Peruvian upwelling system, in The Peruvian upwelling ecosystem: dynamics and interactions, pp. 14–32, ICLARM Conference Proceedings Instituto del Mar del Perá (IMARPE).</mixed-citation>
     <mixed-citation xml:lang="en">Bohle-Carbonell, M. (1989), On the variability of the Peruvian upwelling system, in The Peruvian upwelling ecosystem: dynamics and interactions, pp. 14–32, ICLARM Conference Proceedings Instituto del Mar del Perá (IMARPE).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B11">
    <label>11.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Brink, K. H., D. Halpern, A. Huyer, and R. L. Smith (1983), The physical environment of the Peruvian upwelling system, Progress in Oceanography, 12(3), 285–305, https://doi.org/10.1016/0079-6611(83)90011-3.</mixed-citation>
     <mixed-citation xml:lang="en">Brink, K. H., D. Halpern, A. Huyer, and R. L. Smith (1983), The physical environment of the Peruvian upwelling system, Progress in Oceanography, 12(3), 285–305, https://doi.org/10.1016/0079-6611(83)90011-3.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B12">
    <label>12.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Castillo, R., L. Dalla Rosa, W. García Diaz, L. Madureira, M. Gutierrez, L. Vásquez, and R. Koppelmann (2018), Anchovy distribution off Peru in relation to abiotic parameters: A 32-year time series from 1985 to 2017, Fisheries Oceanography, 28(4), 389–401, https://doi.org/10.1111/fog.12419.</mixed-citation>
     <mixed-citation xml:lang="en">Castillo, R., L. Dalla Rosa, W. García Diaz, L. Madureira, M. Gutierrez, L. Vásquez, and R. Koppelmann (2018), Anchovy distribution off Peru in relation to abiotic parameters: A 32-year time series from 1985 to 2017, Fisheries Oceanography, 28(4), 389–401, https://doi.org/10.1111/fog.12419.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B13">
    <label>13.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Castillo, R., R. Cornejo, L. La Cruz, D. Grados, G. Cuadros, A. Paz, and M. Pozada (2021), Abundancia de anchoveta (Engraulis ringens) y otras especies pelágicas estimadas por el método hidroacústico en el ecosistema marino peruano en el 2020, Informe Instituto del Mar de Perú.</mixed-citation>
     <mixed-citation xml:lang="en">Castillo, R., R. Cornejo, L. La Cruz, D. Grados, G. Cuadros, A. Paz, and M. Pozada (2021), Abundancia de anchoveta (Engraulis ringens) y otras especies pelágicas estimadas por el método hidroacústico en el ecosistema marino peruano en el 2020, Informe Instituto del Mar de Perú.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B14">
    <label>14.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Chang, P., G. Xu, J. Kurian, R. J. Small, G. Danabasoglu, S. Yeager, F. Castruccio, Q. Zhang, N. Rosenbloom, and P. Chapman (2023), Uncertain future of sustainable fisheries environment in eastern boundary upwelling zones under climate change, Communications Earth &amp; Environment, 4(1), https://doi.org/10.1038/s43247-023-00681-0.</mixed-citation>
     <mixed-citation xml:lang="en">Chang, P., G. Xu, J. Kurian, R. J. Small, G. Danabasoglu, S. Yeager, F. Castruccio, Q. Zhang, N. Rosenbloom, and P. Chapman (2023), Uncertain future of sustainable fisheries environment in eastern boundary upwelling zones under climate change, Communications Earth &amp; Environment, 4(1), https://doi.org/10.1038/s43247-023-00681-0.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B15">
    <label>15.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Chavez, F. P., A. Bertrand, R. Guevara-Carrasco, P. Soler, and J. Csirke (2008), The northern Humboldt Current System: Brief history, present status and a view towards the future, Progress in Oceanography, 79(2–4), 95–105, https://doi.org/10.1016/j.pocean.2008.10.012.</mixed-citation>
     <mixed-citation xml:lang="en">Chavez, F. P., A. Bertrand, R. Guevara-Carrasco, P. Soler, and J. Csirke (2008), The northern Humboldt Current System: Brief history, present status and a view towards the future, Progress in Oceanography, 79(2–4), 95–105, https://doi.org/10.1016/j.pocean.2008.10.012.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B16">
    <label>16.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">ECMWF (2021), Sea surface temperature: climate indicators, https://climate.copernicus.eu/climate-indicators/seasurface-temperature, (date of access: 03.02.2023).</mixed-citation>
     <mixed-citation xml:lang="en">ECMWF (2021), Sea surface temperature: climate indicators, https://climate.copernicus.eu/climate-indicators/seasurface-temperature, (date of access: 03.02.2023).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B17">
    <label>17.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Espinoza-Morriberón, D., V. Echevin, F. Colas, J. Tam, J. Ledesma, L. Vásquez, and M. Graco (2017), Impacts of El Niño events on the Peruvian upwelling system productivity, Journal of Geophysical Research: Oceans, 122(7), 5423–5444, https://doi.org/10.1002/2016JC012439</mixed-citation>
     <mixed-citation xml:lang="en">Espinoza-Morriberón, D., V. Echevin, F. Colas, J. Tam, J. Ledesma, L. Vásquez, and M. Graco (2017), Impacts of El Niño events on the Peruvian upwelling system productivity, Journal of Geophysical Research: Oceans, 122(7), 5423–5444, https://doi.org/10.1002/2016JC012439</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B18">
    <label>18.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Falvey, M., and R. D. Garreaud (2009), Regional cooling in a warming world: Recent temperature trends in the southeast Pacific and along the west coast of subtropical South America (1979-2006), Journal of Geophysical Research: Atmospheres, 114(D4), https://doi.org/10.1029/2008JD010519.</mixed-citation>
     <mixed-citation xml:lang="en">Falvey, M., and R. D. Garreaud (2009), Regional cooling in a warming world: Recent temperature trends in the southeast Pacific and along the west coast of subtropical South America (1979-2006), Journal of Geophysical Research: Atmospheres, 114(D4), https://doi.org/10.1029/2008JD010519.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B19">
    <label>19.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">FAO (2022), State of World Fisheries and Aquaculture 2022. Towards Blue Transformation, 266 pp., Food &amp; Agriculture Organization of the United Nations, Rome, https://doi.org/10.4060/cc0461en.</mixed-citation>
     <mixed-citation xml:lang="en">FAO (2022), State of World Fisheries and Aquaculture 2022. Towards Blue Transformation, 266 pp., Food &amp; Agriculture Organization of the United Nations, Rome, https://doi.org/10.4060/cc0461en.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B20">
    <label>20.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Gutiérrez, D., I. Bouloubassi, A. Sifeddine, et al. (2011), Coastal cooling and increased productivity in the main upwelling zone off Peru since the mid-twentieth century: RECENT TRENDS IN THE PERUVIAN UPWELLING, Geophysical Research Letters, 38(7), https://doi.org/10.1029/2010GL046324.</mixed-citation>
     <mixed-citation xml:lang="en">Gutiérrez, D., I. Bouloubassi, A. Sifeddine, et al. (2011), Coastal cooling and increased productivity in the main upwelling zone off Peru since the mid-twentieth century: RECENT TRENDS IN THE PERUVIAN UPWELLING, Geophysical Research Letters, 38(7), https://doi.org/10.1029/2010GL046324.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B21">
    <label>21.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Gutiérrez, D., M. Akester, and L. Naranjo (2016), Productivity and Sustainable Management of the Humboldt Current Large Marine Ecosystem under climate change, Environmental Development, 17, 126–144, https://doi.org/10.1016/j.envdev.2015.11.004.</mixed-citation>
     <mixed-citation xml:lang="en">Gutiérrez, D., M. Akester, and L. Naranjo (2016), Productivity and Sustainable Management of the Humboldt Current Large Marine Ecosystem under climate change, Environmental Development, 17, 126–144, https://doi.org/10.1016/j.envdev.2015.11.004.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B22">
    <label>22.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Heileman, S., R. Guevara, F. Chavez, A. Bertrand, and H. Soldi (2009), XVII-56 Humboldt current: LME # 13, in The UNEP Large marineEcosystem Report: A perspective on changing conditions in LMEs of the world’s Regional Seas, United Nations Environment Programme, Nairobi (Kenya).</mixed-citation>
     <mixed-citation xml:lang="en">Heileman, S., R. Guevara, F. Chavez, A. Bertrand, and H. Soldi (2009), XVII-56 Humboldt current: LME # 13, in The UNEP Large marineEcosystem Report: A perspective on changing conditions in LMEs of the world’s Regional Seas, United Nations Environment Programme, Nairobi (Kenya).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B23">
    <label>23.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Huaringa, E. (2020), The Peruvian upwelling system. A numerical study of the spatial and time variabilities, Revista De Investigación De Física, 23(3), 31–36.</mixed-citation>
     <mixed-citation xml:lang="en">Huaringa, E. (2020), The Peruvian upwelling system. A numerical study of the spatial and time variabilities, Revista De Investigación De Física, 23(3), 31–36.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B24">
    <label>24.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Jebri, B., M. Khodri, G. Gastineau, V. Echevin, and S. Thiria (2017), Intensification of Chile-Peru upwelling under climate change: diagnosing the impact of natural and anthropogenic forcing from the IPSL-CM5 model, in AGU Fall Meeting Abstracts, American Geophysical Union.</mixed-citation>
     <mixed-citation xml:lang="en">Jebri, B., M. Khodri, G. Gastineau, V. Echevin, and S. Thiria (2017), Intensification of Chile-Peru upwelling under climate change: diagnosing the impact of natural and anthropogenic forcing from the IPSL-CM5 model, in AGU Fall Meeting Abstracts, American Geophysical Union.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B25">
    <label>25.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Jebri, B., M. Khodri, V. Echevin, G. Gastineau, S. Thiria, J. Vialard, and N. Lebas (2020), Contributions of Internal Variability and External Forcing to the Recent Trends in the Southeastern Pacific and Peru-Chile Upwelling System, Journal of Climate, 33(24), 10,555–10,578, https://doi.org/10.1175/JCLI-D-19-0304.1.</mixed-citation>
     <mixed-citation xml:lang="en">Jebri, B., M. Khodri, V. Echevin, G. Gastineau, S. Thiria, J. Vialard, and N. Lebas (2020), Contributions of Internal Variability and External Forcing to the Recent Trends in the Southeastern Pacific and Peru-Chile Upwelling System, Journal of Climate, 33(24), 10,555–10,578, https://doi.org/10.1175/JCLI-D-19-0304.1.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B26">
    <label>26.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Karstensen, J., and O. Ulloa (2009), Peru-Chile Current System, in Encyclopedia of Ocean Sciences, pp. 385–392, Elsevier, https://doi.org/10.1016/b978-012374473-9.00599-3.</mixed-citation>
     <mixed-citation xml:lang="en">Karstensen, J., and O. Ulloa (2009), Peru-Chile Current System, in Encyclopedia of Ocean Sciences, pp. 385–392, Elsevier, https://doi.org/10.1016/b978-012374473-9.00599-3.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B27">
    <label>27.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Krasnoborodko, O. (2018), On recurrence of heavy and disastrous El Niño and its impact on fishery in the Peruvian subarea of the South-East Pacific, Proceedings of AtlantNIRO, 2(2), 66–83 (in Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Krasnoborodko, O. (2018), On recurrence of heavy and disastrous El Niño and its impact on fishery in the Peruvian subarea of the South-East Pacific, Proceedings of AtlantNIRO, 2(2), 66–83 (in Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B28">
    <label>28.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Lamont, T., M. García-Reyes, S. J. Bograd, C. D. van der Lingen, and W. J. Sydeman (2018), Upwelling indices for comparative ecosystem studies: Variability in the Benguela Upwelling System, Journal of Marine Systems, 188, 3–16, https://doi.org/10.1016/j.jmarsys.2017.05.007.</mixed-citation>
     <mixed-citation xml:lang="en">Lamont, T., M. García-Reyes, S. J. Bograd, C. D. van der Lingen, and W. J. Sydeman (2018), Upwelling indices for comparative ecosystem studies: Variability in the Benguela Upwelling System, Journal of Marine Systems, 188, 3–16, https://doi.org/10.1016/j.jmarsys.2017.05.007.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B29">
    <label>29.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Malinin, V. (2002), Statistical Methods for the Analysis of Hydrometeorological Information, 408 pp., Russian State Hydrometeorological University (RSHU), St. Petersburg (in Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Malinin, V. (2002), Statistical Methods for the Analysis of Hydrometeorological Information, 408 pp., Russian State Hydrometeorological University (RSHU), St. Petersburg (in Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B30">
    <label>30.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Malinin, V., P. Chernyshkov, and S. Gordeeva (2002), Canarian upwelling: Large-scale variability and forecast of water temperature, 156 pp., Gidrometeoizdat (in Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Malinin, V., P. Chernyshkov, and S. Gordeeva (2002), Canarian upwelling: Large-scale variability and forecast of water temperature, 156 pp., Gidrometeoizdat (in Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B31">
    <label>31.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Malinin, V. N., and M. A. Smirnov (2022), Sea level variability in the ENSO region of the Pacific Ocean, Hydrometeorology and Ecology. Proceedings of the Russian State Hydrometeorological University, (68), 463–477, https://doi.org/10.33933/2713-3001-2022-68-463-477 (in Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Malinin, V. N., and M. A. Smirnov (2022), Sea level variability in the ENSO region of the Pacific Ocean, Hydrometeorology and Ecology. Proceedings of the Russian State Hydrometeorological University, (68), 463–477, https://doi.org/10.33933/2713-3001-2022-68-463-477 (in Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B32">
    <label>32.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Malinin, V. N., and P. A. Vainovsky (2020), Interannual variability in sea ice area of the Antarctic regions, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 17(3), 187–201, https://doi.org/10.21046/2070-7401-2020-17-3-187-201 (in Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Malinin, V. N., and P. A. Vainovsky (2020), Interannual variability in sea ice area of the Antarctic regions, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 17(3), 187–201, https://doi.org/10.21046/2070-7401-2020-17-3-187-201 (in Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B33">
    <label>33.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Malinin, V. N., and P. A. Vainovsky (2022), On the interannual variability of the most intense sources and sinks of CO2 in the ocean based on observational data, Hydrometeorology and Ecology. Proceedings of the Russian State Hydrometeorological University, (66), 51–70, https://doi.org/10.33933/2713-3001-2022-66-51-70 (in Russian).</mixed-citation>
     <mixed-citation xml:lang="en">Malinin, V. N., and P. A. Vainovsky (2022), On the interannual variability of the most intense sources and sinks of CO2 in the ocean based on observational data, Hydrometeorology and Ecology. Proceedings of the Russian State Hydrometeorological University, (66), 51–70, https://doi.org/10.33933/2713-3001-2022-66-51-70 (in Russian).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B34">
    <label>34.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Massing, J. C., A. Schukat, H. Auel, D. Auch, et al. (2022), Toward a Solution of the &quot;Peruvian Puzzle&quot;: Pelagic Food-Web Structure and Trophic Interactions in the Northern Humboldt Current Upwelling System Off Peru, Frontiers in Marine Science, 8, https://doi.org/10.3389/fmars.2021.759603.</mixed-citation>
     <mixed-citation xml:lang="en">Massing, J. C., A. Schukat, H. Auel, D. Auch, et al. (2022), Toward a Solution of the &quot;Peruvian Puzzle&quot;: Pelagic Food-Web Structure and Trophic Interactions in the Northern Humboldt Current Upwelling System Off Peru, Frontiers in Marine Science, 8, https://doi.org/10.3389/fmars.2021.759603.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B35">
    <label>35.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Nixon, S., and A. Thomas (2001), On the size of the Peru upwelling ecosystem, Deep Sea Research Part I: Oceanographic Research Papers, 48(11), 2521–2528, https://doi.org/10.1016/S0967-0637(01)00023-1.</mixed-citation>
     <mixed-citation xml:lang="en">Nixon, S., and A. Thomas (2001), On the size of the Peru upwelling ecosystem, Deep Sea Research Part I: Oceanographic Research Papers, 48(11), 2521–2528, https://doi.org/10.1016/S0967-0637(01)00023-1.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B36">
    <label>36.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Penven, P., V. Echevin, J. Pasapera, F. Colas, and J. Tam (2005), Average circulation, seasonal cycle, and mesoscale dynamics of the Peru Current System: A modeling approach, Journal of Geophysical Research: Oceans, 110(C10), https://doi.org/10.1029/2005JC002945.</mixed-citation>
     <mixed-citation xml:lang="en">Penven, P., V. Echevin, J. Pasapera, F. Colas, and J. Tam (2005), Average circulation, seasonal cycle, and mesoscale dynamics of the Peru Current System: A modeling approach, Journal of Geophysical Research: Oceans, 110(C10), https://doi.org/10.1029/2005JC002945.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B37">
    <label>37.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">R Core Team (2021), The R Project for Statistical Computing, https://www.R-project.org/, (date of access: 03.02.2023).</mixed-citation>
     <mixed-citation xml:lang="en">R Core Team (2021), The R Project for Statistical Computing, https://www.R-project.org/, (date of access: 03.02.2023).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B38">
    <label>38.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Ramos, J. E., J. Tam, V. Aramayo, F. A. B. no, et al. (2022), Climate vulnerability assessment of key fishery resources in the Northern Humboldt Current System, Scientific Reports, 12(1), https://doi.org/10.1038/s41598-022-08818-5.</mixed-citation>
     <mixed-citation xml:lang="en">Ramos, J. E., J. Tam, V. Aramayo, F. A. B. no, et al. (2022), Climate vulnerability assessment of key fishery resources in the Northern Humboldt Current System, Scientific Reports, 12(1), https://doi.org/10.1038/s41598-022-08818-5.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B39">
    <label>39.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Rosales Quintana, G. M., R. Marsh, and L. A. Icochea Salas (2021), Interannual variability in contributions of the Equatorial Undercurrent (EUC) to Peruvian upwelling source water, Ocean Science, 17(5), 1385–1402, https://doi.org/10.5194/os-17-1385-2021.</mixed-citation>
     <mixed-citation xml:lang="en">Rosales Quintana, G. M., R. Marsh, and L. A. Icochea Salas (2021), Interannual variability in contributions of the Equatorial Undercurrent (EUC) to Peruvian upwelling source water, Ocean Science, 17(5), 1385–1402, https://doi.org/10.5194/os-17-1385-2021.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B40">
    <label>40.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Rousseaux, C. S. G., R. Lowe, M. Feng, A. M. Waite, and P. A. Thompson (2012), The role of the Leeuwin Current and mixed layer depth on the autumn phytoplankton bloom off Ningaloo Reef, Western Australia, Continental Shelf Research, 32, 22–35, https://doi.org/10.1016/j.csr.2011.10.010.</mixed-citation>
     <mixed-citation xml:lang="en">Rousseaux, C. S. G., R. Lowe, M. Feng, A. M. Waite, and P. A. Thompson (2012), The role of the Leeuwin Current and mixed layer depth on the autumn phytoplankton bloom off Ningaloo Reef, Western Australia, Continental Shelf Research, 32, 22–35, https://doi.org/10.1016/j.csr.2011.10.010.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B41">
    <label>41.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">SENAMHI (2014), El fenómeno EL NIÑO en el Perú, http://issuu.com/senamhi_peru/docs/el_nino.</mixed-citation>
     <mixed-citation xml:lang="en">SENAMHI (2014), El fenómeno EL NIÑO en el Perú, http://issuu.com/senamhi_peru/docs/el_nino.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B42">
    <label>42.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Swartzman, G., A. Bertrand, M. Gutiérrez, S. Bertrand, and L. Vasquez (2008), The relationship of anchovy and sardine to water masses in the Peruvian Humboldt Current System from 1983 to 2005, Progress in Oceanography, 79(2–4), 228–237, https://doi.org/10.1016/j.pocean.2008.10.021.</mixed-citation>
     <mixed-citation xml:lang="en">Swartzman, G., A. Bertrand, M. Gutiérrez, S. Bertrand, and L. Vasquez (2008), The relationship of anchovy and sardine to water masses in the Peruvian Humboldt Current System from 1983 to 2005, Progress in Oceanography, 79(2–4), 228–237, https://doi.org/10.1016/j.pocean.2008.10.021.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B43">
    <label>43.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Tarazona, J., and W. Arntz (2001), The Peruvian Coastal Upwelling System, in Coastal Marine Ecosystems of Latin America, pp. 229–244, Springer Berlin Heidelberg, https://doi.org/10.1007/978-3-662-04482-7_17.</mixed-citation>
     <mixed-citation xml:lang="en">Tarazona, J., and W. Arntz (2001), The Peruvian Coastal Upwelling System, in Coastal Marine Ecosystems of Latin America, pp. 229–244, Springer Berlin Heidelberg, https://doi.org/10.1007/978-3-662-04482-7_17.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B44">
    <label>44.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Wang, L., H. Gao, J. Shi, and L. Xie (2019), A Numerical Study on the Impact of High-Frequency Winds on the Peru Upwelling System during 2014-2016, Journal of Marine Science and Engineering, 7(5), 161, https://doi.org/10.3390/jmse7050161.</mixed-citation>
     <mixed-citation xml:lang="en">Wang, L., H. Gao, J. Shi, and L. Xie (2019), A Numerical Study on the Impact of High-Frequency Winds on the Peru Upwelling System during 2014-2016, Journal of Marine Science and Engineering, 7(5), 161, https://doi.org/10.3390/jmse7050161.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B45">
    <label>45.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Zavala, R., D. Gutiérrez, R. Morales, et al. (Eds.) (2019), Avances del Perú en la adaptación al cambio climático del sector pesquero y del ecosistema marino-costero, 125 pp., Banco Interamericano de Desarrollo, https://doi.org/10.18235/0001647.</mixed-citation>
     <mixed-citation xml:lang="en">Zavala, R., D. Gutiérrez, R. Morales, et al. (Eds.) (2019), Avances del Perú en la adaptación al cambio climático del sector pesquero y del ecosistema marino-costero, 125 pp., Banco Interamericano de Desarrollo, https://doi.org/10.18235/0001647.</mixed-citation>
    </citation-alternatives>
   </ref>
  </ref-list>
 </back>
</article>
