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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2023.1273734</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Seasonal and developmental variation in feeding by the copepod <italic>Calanus sinicus</italic> in the Yellow Sea</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Garam</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2401422"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Park</surname>
<given-names>Wongyu</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2568986"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Noh</surname>
<given-names>Jae Hoon</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/464237"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kang</surname>
<given-names>Hyung&#x2013;Ku</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Ocean Climate Response &amp; Ecosystem Research Department, Korea Institute of Ocean Science and Technology</institution>, <addr-line>Busan</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Marine Biology, College of Fisheries Science, Pukyong National University</institution>, <addr-line>Busan</addr-line>, <country>Republic of Korea</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Stelios Katsanevakis, University of the Aegean, Greece</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Soultana Zervoudaki, Hellenic Centre for Marine Research (HCMR), Greece</p>
<p>S.S.S. Sarma, National Autonomous University of Mexico, Mexico</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Hyung&#x2013;Ku Kang, <email xlink:href="mailto:kanghk@kiost.ac.kr">kanghk@kiost.ac.kr</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>12</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1273734</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>08</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>11</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Kim, Park, Noh and Kang</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Kim, Park, Noh and Kang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>We investigated feeding by <italic>Calanus sinicus</italic> in the Yellow Sea over four seasons in 2019&#x2013;2022 using the gut pigment method. Studying the feeding of copepods is important for understanding processes within food webs, but little is known about the feeding ecology of C. sinicus, a major consumer of primary production in the Yellow Sea. The seasonal mean ingestion rate of <italic>C</italic>. <italic>sinicus</italic> was 16.6&#x2013;42.1 for copepodite stage I (CI), 24.1&#x2013;41.8 for CII, and 32.7&#x2013;58.5 ng chl ind.<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup> for CIII, with different seasonal fluctuations in each stage. The seasonal mean ingestion rate was 45.8&#x2013;114.4 for CIV, 50.2&#x2013;189.3 for CV, 96.9&#x2013;438.9 for females, and 69.8&#x2013;132.3 ng chl ind.<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup> for males, with higher values in spring and lower values in summer. The combined grazing impacts of <italic>C</italic>. <italic>sinicus</italic> from the CI to adult stages were 1.66%, 1.43%, 2.04%, and 0.65% in spring, summer, autumn, and winter, respectively. The ingestion rate of later developmental stages from CIV to adults was positively related to chlorophyll-<italic>a</italic> concentration rather than water temperature or salinity, according to a redundancy analysis. These results suggest that C. sinicus population in the Yellow Sea actively feeds on phytoplankton in spring and that most of the grazing impact is attributed to females.</p>
</abstract>
<kwd-group>
<kwd>gut pigment</kwd>
<kwd>ingestion rate</kwd>
<kwd>grazing impact</kwd>
<kwd>
<italic>Calanus sinicus</italic>
</kwd>
<kwd>zooplankton</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="4"/>
<equation-count count="3"/>
<ref-count count="59"/>
<page-count count="13"/>
<word-count count="4371"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Ecosystem Ecology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>In the ocean, zooplankton transfer primary production to upper trophic levels as major consumers that regulate phytoplankton biomass and structure (<xref ref-type="bibr" rid="B45">Sterner, 1989</xref>; <xref ref-type="bibr" rid="B22">Kagami et&#xa0;al., 2002</xref>). Fecal pellets produced by zooplankton after ingesting prey such as phytoplankton are decomposed, providing carbon to the microbial loop (<xref ref-type="bibr" rid="B38">Pomeroy et&#xa0;al., 2007</xref>). Fecal pellets of large copepods sink to the bottom and are an important carbon source in nutrient-poor deep waters (<xref ref-type="bibr" rid="B49">Turner, 2015</xref>). Therefore, quantifying zooplankton feeding is essential to elucidate the carbon cycle and energy flow of marine food webs.</p>
<p>Laboratory culturing is a classical method for measuring the feeding rate of zooplankton. In this method, the amount of reduction in food is measured after incubating zooplankton with a measured amount of food for a certain period of time (<xref ref-type="bibr" rid="B2">B&#xe5;mstedt et&#xa0;al., 1991</xref>). This technique has the advantages of a controlled environment and relatively accurate quantification, but its results inevitably differ from the ingestion rate of organisms in the actual field. Gut pigment analysis is a method of directly measuring the chlorophyll concentration associated with prey in the intestines of collected organisms. Gut pigment measurement is more realistic than artificial culturing, but ingestion rates may be underestimated because prey lacking chlorophyll or with its pigment destroyed is ignored. Nevertheless, such analysis has been used in many studies due to its convenience relative to culture-based processes (<xref ref-type="bibr" rid="B30">L&#xf3;pez et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B10">Debes et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B56">Yamaguchi et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B32">Matsuno et&#xa0;al., 2015</xref>), particularly in situations where feeding is investigated across a wide range of open-ocean sites, such as this study.</p>
<p>The copepod <italic>Calanus sinicus</italic> represents up to 44% of total zooplankton biomass in the Yellow Sea (<xref ref-type="bibr" rid="B46">Sun et&#xa0;al., 2010</xref>). Thus, it is a major contributor to the consumption of primary production and carbon cycling, and also a major food source for juvenile and small fish in this region (<xref ref-type="bibr" rid="B17">Huh, 1999</xref>; <xref ref-type="bibr" rid="B21">Jeong et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B25">Ko et&#xa0;al., 2019</xref>). Despite the importance of this species, studies on feeding by <italic>C</italic>. <italic>sinicus</italic> in offshore waters of the Yellow Sea are scarce (<xref ref-type="bibr" rid="B27">Li et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B58">Zhang et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B18">Huo et&#xa0;al., 2008</xref>). In inshore parts of the Yellow Sea, feeding by <italic>C</italic>. <italic>sinicus</italic> has been reported in Gyeonggi Bay (<xref ref-type="bibr" rid="B43">Shin and Choi, 1992</xref>), Taean (<xref ref-type="bibr" rid="B44">Song et&#xa0;al., 2010</xref>), and Asan Bay (<xref ref-type="bibr" rid="B26">Lee et&#xa0;al., 2012</xref>). In natural habitats, copepodites outnumber adults and have considerable biomass, but their feeding has been neglected in previous studies. Even for adults, seasonal fluctuations are still unclear. This study provides detailed and comprehensive data on the developmental and seasonal feeding of <italic>C</italic>. <italic>sinicus</italic>.</p>
<p>In this study, we quantified the seasonal feeding pattern of <italic>C</italic>. <italic>sinicus</italic> and its environmental drivers to elucidate its seasonality. As well as to quantify the ingestion rates of the developmental stages of <italic>C</italic>. <italic>sinicus</italic> to characterize the feeding ecology of this species in detail. This study provides basic data on the ecology of <italic>C</italic>. <italic>sinicus</italic> that will help to understand the interaction between phytoplankton and zooplankton, and energy flows and carbon cycling in the Yellow Sea food web.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Sampling and environmental monitoring</title>
<p>In the Yellow Sea (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), we sampled copepods at nine stations in April 2019 (spring), six stations each in August 2020 (summer) and November 2021 (autumn), and seven stations in early March 2022 (winter). In summer, typhoon Bavi (950 hPa, 40 m/s) passed through the study area a few days before sampling.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Sampling stations for the feeding study of <italic>Calanus sinicus</italic> in the Yellow Sea.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273734-g001.tif"/>
</fig>
<p>A flowmeter (Model 438 115, Hydro-Bios, Kiel, Germany) attached conical net (diameter, 60 cm; 115 &#xb5;m mesh) was towed vertically from the bottom to the surface. The live sample was filtered through a 115 &#xb5;m net to remove seawater, frozen in liquid nitrogen, transported to the laboratory, and stored at &#x2013;70&#xb0;C until measurement. Because the collection time differed among stations (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), no distinction was made between day and night.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Depth and sampling time for each station during the four seasons.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Station</th>
<th valign="middle" align="left">Latitude (&#xb0;)</th>
<th valign="middle" align="left">Longitude (&#xb0;)</th>
<th valign="middle" align="left">Depth (m)</th>
<th valign="middle" colspan="4" align="left">Time of sampling (hh:mm)</th>
</tr>
<tr>
<th valign="middle" align="left"/>
<th valign="middle" align="left">
</th>
<th valign="top" align="left">
</th>
<th valign="middle" align="left">
</th>
<th valign="middle" align="left">Spring</th>
<th valign="middle" align="left">Summer</th>
<th valign="middle" align="left">Autumn</th>
<th valign="middle" align="left">Winter</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">35-03</td>
<td valign="middle" align="left">35</td>
<td valign="top" align="left">125.7</td>
<td valign="middle" align="left">28</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left">18:30</td>
<td valign="middle" align="left">17:05</td>
</tr>
<tr>
<td valign="middle" align="left">35-05</td>
<td valign="middle" align="left">35</td>
<td valign="top" align="left">125.5</td>
<td valign="middle" align="left">64</td>
<td valign="middle" align="left">15:50</td>
<td valign="middle" align="left">22:33</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">35-09</td>
<td valign="middle" align="left">35</td>
<td valign="top" align="left">124.5</td>
<td valign="middle" align="left">88</td>
<td valign="middle" align="left">0:35</td>
<td valign="middle" align="left">6:43</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">9:49</td>
</tr>
<tr>
<td valign="middle" align="left">35-11</td>
<td valign="middle" align="left">35</td>
<td valign="top" align="left">124.0</td>
<td valign="middle" align="left">80</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left">11:02</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">35-15</td>
<td valign="middle" align="left">35</td>
<td valign="top" align="left">122.5</td>
<td valign="middle" align="left">64</td>
<td valign="middle" align="left">21:35</td>
<td valign="middle" align="left">20:38</td>
<td valign="middle" align="left">22:30</td>
<td valign="middle" align="left">4:28</td>
</tr>
<tr>
<td valign="middle" align="left">36-03</td>
<td valign="middle" align="left">36</td>
<td valign="top" align="left">125.5</td>
<td valign="middle" align="left">55</td>
<td valign="middle" align="left">22:03</td>
<td valign="middle" align="left">18:37</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">36-05</td>
<td valign="middle" align="left">36</td>
<td valign="top" align="left">124.5</td>
<td valign="middle" align="left">84</td>
<td valign="middle" align="left">13:38</td>
<td valign="middle" align="left">12:57</td>
<td valign="middle" align="left">21:18</td>
<td valign="middle" align="left">12:28</td>
</tr>
<tr>
<td valign="middle" align="left">36-07</td>
<td valign="middle" align="left">36</td>
<td valign="top" align="left">123.0</td>
<td valign="middle" align="left">70</td>
<td valign="middle" align="left">5:19</td>
<td valign="middle" align="left">4:18</td>
<td valign="middle" align="left">10:12</td>
<td valign="middle" align="left">13:24</td>
</tr>
<tr>
<td valign="middle" align="left">37-02</td>
<td valign="middle" align="left">37</td>
<td valign="top" align="left">126.1</td>
<td valign="middle" align="left">72</td>
<td valign="middle" align="left">16:36</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">37-05</td>
<td valign="middle" align="left">37</td>
<td valign="top" align="left">125.5</td>
<td valign="middle" align="left">42</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left">10:10</td>
</tr>
<tr>
<td valign="middle" align="left">37-06</td>
<td valign="middle" align="left">37</td>
<td valign="top" align="left">125.0</td>
<td valign="middle" align="left">70</td>
<td valign="middle" align="left">3:14</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">37-08</td>
<td valign="middle" align="left">37</td>
<td valign="top" align="left">123.8</td>
<td valign="middle" align="left">78</td>
<td valign="middle" align="left">12:18</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">5:10</td>
<td valign="middle" align="left">2:50</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Temperature and salinity were monitored at the sampling stations using a conductivity, temperature, and depth instrument (Sea-Bird 911 CTD; Sea-Bird Scientific, Bellevue, WA, USA). Temperature and salinity data from adjacent stations were included to better describe the vertical distribution. Seawater samples (500 mL) were filtered with GF/F filter paper (Whatman, UK), frozen, and transported to the laboratory. Chlorophyll <italic>a</italic> (chl-<italic>a</italic>) was extracted for 24 h in a cool, dark place (&#x2013;20&#xb0;C) and measured using a fluorometer (10 AU; Turner Designs, San Jose, CA, USA). Sampling was performed at four to five water depths (0, 5, 10, 20 m for stations less than 50 m and 0, 10, 20, 30, 50 for others); the resulting values were averaged and expressed as mean water column chl-<italic>a</italic> concentrations.</p>
</sec>
<sec id="s2_2">
<title>Gut pigment contents</title>
<p>Experiments were conducted on copepodite stages I&#x2013;V (CI&#x2013;CV) and adult (CVI) males and females of <italic>C</italic>. <italic>sinicus</italic>, without considering naupliar stages. Then, 4&#x2013;100 individuals of each stage (average of 48 individuals) were selected, washed with distilled water, and subjected to chlorophyll extraction in 90% acetone for 24 h in the dark at &#x2013;20&#xb0;C. Fluorescence before and after acidification was measured using a fluorometer (Turner Design, Trilogy, USA) to determine gut pigment values. During the experiment, the laboratory was set to a weak light condition at 18&#xb0;C, and the temperature of the sample was reduced with an ice pack to minimize pigment destruction.</p>
<p>The gut pigment content (ng chl ind.<sup>&#x2212;1</sup>) of copepod individual (ind.) was calculated as the sum of the chl-<italic>a</italic> and phaeopigment (ng chl eq. ind.<sup>&#x2013;1</sup>) concentrations, as follows (<xref ref-type="bibr" rid="B31">Mackas and Bohrer, 1976</xref>; <xref ref-type="bibr" rid="B9">Dagg and Wyman, 1983</xref>):</p>
<disp-formula>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:mtext>Chlorophyll</mml:mtext>
<mml:mi>a</mml:mi>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2013;</mml:mo>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula>
<mml:math display="block" id="M2">
<mml:mrow>
<mml:mtext>Phaeopigment</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:msub>
<mml:mi>fa</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
</mml:msub>
<mml:mo>&#x2013;</mml:mo>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <italic>f<sub>0</sub>
</italic> is the fluorescence before acidification, <italic>f<sub>a</sub>
</italic> is the fluorescence after acidification, <italic>k</italic> is the machine calibration constant, and <italic>R</italic> is the acidification ratio during calibration.</p>
</sec>
<sec id="s2_3">
<title>Ingestion rate and grazing impact</title>
<p>The ingestion rate (<italic>I</italic>, ng chl ind.<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>) of copepods was calculated as follows (<xref ref-type="bibr" rid="B9">Dagg and Wyman, 1983</xref>):</p>
<disp-formula>
<mml:math display="block" id="M3">
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>G</mml:mi>
<mml:mo>&#xd7;</mml:mo>
<mml:mi>E</mml:mi>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>1440</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <italic>G</italic> is the gut pigment content and <italic>E</italic> is the gut evacuation rate (min<sup>&#x2013;1</sup>), which was obtained from <xref ref-type="bibr" rid="B52">Uye and Yamamoto (1995)</xref> and converted into a daily rate daily rate (d<sup>&#x2012;1</sup>). The population ingestion rate (mg m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>) was determined by multiplying the ingestion rate by the number of individuals (individuals m<sup>&#x2013;2</sup>) for each developmental stage. Grazing impact was expressed as a percentage (%), obtained by dividing the population ingestion rate by the mean chl-<italic>a</italic> concentration of the water column.</p>
</sec>
<sec id="s2_4">
<title>Data analysis</title>
<p>The Kruskal&#x2013;Wallis test with Dunn&#x2019;s multiple comparison test was performed to determine the seasonal mean differences in <italic>C</italic>. <italic>sinicus</italic> gut pigment, ingestion rate, and grazing impact using GraphPad Prism v8 software (GraphPad Software, San Diego, CA, USA). To determine the relative effects of environmental factors, a redundancy analysis (RDA) was performed between the ingestion rate of the <italic>C. sinicus</italic> developmental stages and environmental factors, including surface (5 m) and bottom temperature and salinity, as well as surface (0 m) and water column mean chl-<italic>a</italic> concentrations. A preliminary RDA was performed including all environmental factors, and variables with low significance were excluded. The significance of the RDA results was checked using permutation tests. Canonical community ordination was performed using Canoco v5 (<xref ref-type="bibr" rid="B47">ter Braak and Smilauer, 2012</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Environmental factors</title>
<p>In spring, surface temperatures were in the range of 8.1&#x2013;12.7&#xb0;C and bottom temperatures were 7.1&#x2013;10.4&#xb0;C (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Salinities ranged from 31.7 to 33.3 psu in the water column. In summer, vertical mixing caused by a typhoon disturbed the isotherms in coastal areas. Surface temperatures were in the range of 20.2&#x2013;26.7&#xb0;C and bottom temperatures were 9.1&#x2013;17.8&#xb0;C. 'Salinities ranged from 30.7 to 33.1 in the water column. In autumn, surface temperatures were in the range of 17.2&#x2013;19.4&#xb0;C and bottom temperatures were 8.8&#x2013;16.7&#xb0;C. Salinities ranged from 31.1 to 32.8 in the water column. In winter, both water temperature and salinity were vertically homogeneous. surface temperatures were in the range of 4.8&#x2013;8.9&#xb0;C and bottom temperatures were 4.8&#x2013;9.9&#xb0;C. Salinities ranged from 31.9 to 33.0 psu in the water column. The surface chl-<italic>a</italic> concentrations were 0.35&#x2013;3.10, 0.27&#x2013;0.90, 0.28&#x2013;1.63, and 0.48&#x2013;8.49 <italic>&#xb5;</italic>g L<sup>&#x2013;1</sup> in spring, summer, autumn, and winter, respectively, and the water column-averaged chl-<italic>a</italic> concentrations were 0.86&#x2013;3.30, 0.42&#x2013;0.92, 0.28&#x2013;1.58, and 0.48&#x2013;6.49 <italic>&#xb5;</italic>g L<sup>&#x2013;1</sup>, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Vertical profiles of temperature (left, &#xb0;C) and salinity (right, psu) at sampling stations located at 35&#xb0;N in the four seasons.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273734-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Seasonal variation in the spatial distribution of water column mean chlorophyll-<italic>a</italic> concentrations (<italic>&#xb5;</italic>g L<sup>&#x2013;1</sup>) in the four seasons.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273734-g003.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Gut pigment contents</title>
<p>The seasonal mean gut pigment content of <italic>C</italic>. <italic>sinicus</italic> CI was 0.24&#x2013;0.49 ng chl ind.<sup>&#x2212;1</sup>, with higher values in winter and lower values in spring (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). CII was 0.39&#x2013;0.46 ng chl ind.<sup>&#x2212;1</sup>, with small seasonal differences. The seasonal mean gut pigment content of CIII-V was 0.45&#x2013;0.81, 0.47&#x2013;1.70, and 0.52&#x2013;2.79 ng chl ind.<sup>&#x2212;1</sup>, and that of females was 1.00&#x2013;6.41 ng chl ind.<sup>&#x2212;1</sup>, and that of males was 0.74&#x2013;1.94 ng chl ind.<sup>&#x2212;1</sup>. The values for CIII to adults were higher in spring and lower in summer. The observed seasonal differences were nonsignificant for all stages (<italic>p</italic> &gt; 0.05).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Seasonal variation in gut pigment content (ng chl ind.<sup>&#x2013;1</sup>) of <italic>Calanus sinicus</italic> from copepodite stage I (CI) to adult female (CVI F) and male (CVI M). Error bars indicate the standard deviation.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273734-g004.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Ingestion rate</title>
<p>The seasonal mean ingestion rate of <italic>C</italic>. <italic>sinicus</italic> CI was 16.6&#x2013;42.1 ng chl ind.<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>, with higher values in summer and lower values in spring (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). CII was 24.1&#x2013;41.8 and CIII was 32.7&#x2013;58.5 ng chl ind.<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup>, with higher values in autumn and lower values in winter. The seasonal mean ingestion rate was 45.8&#x2013;114.4 for CIV, 50.2&#x2013;189.3 for CV, 96.9&#x2013;438.9 for females, and 69.8&#x2013;132.3 ng chl ind.<sup>&#x2212;1</sup> d<sup>&#x2212;1</sup> for males. The values for CIV to adults were higher in spring and lower in summer. Seasonal differences were nonsignificant for all stages.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Seasonal variation in ingestion rate (ng chl ind.<sup>&#x2013;1</sup> d<sup>&#x2013;1</sup>) of <italic>Calanus sinicus</italic> from CI to adult female (CVI F) and male (CVI M). Error bars indicate the standard deviation.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273734-g005.tif"/>
</fig>
</sec>
<sec id="s3_4">
<title>Population ingestion rate</title>
<p>The seasonal mean population ingestion rate of <italic>C</italic>. <italic>sinicus</italic> CI was 0.01&#x2013;0.10 mg chl m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>, with higher values in spring and lower values in winter (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). The values for CII&#x2013;V were 0.01&#x2013;0.09, 0.01&#x2013;0.15, 0.02&#x2013;0.27, and 0.19&#x2013;0.81 mg chl m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>; it was 0.03&#x2013;0.15 in males and 0.20&#x2013;1.42 mg chl m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> in females, being higher in spring and lower in winter. The value for CIII was significantly higher in spring than summer (<italic>p</italic> = 0.043). The combined population ingestion rates of <italic>C</italic>. <italic>sinicus</italic> from the CI to adult stages were 2.98, 0.58, 0.95, 0.60 mg chl m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> in spring, summer, autumn, and winter, respectively. That of females was the highest among stages, followed by CV, while those of the remaining stages were low (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Seasonal variation in population ingestion rate (<italic>&#xb5;</italic>g chl m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>) of <italic>Calanus sinicus</italic> from CI to adult female (CVI F) and male (CVI M). Error bars indicate the standard deviation.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273734-g006.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Population ingestion rate (mg chl m<sup>&#x2012;2</sup> d<sup>&#x2012;1</sup>), grazing impact (%), and relative grazing impact contribution (%) for each developmental stage of <italic>Calanus sinicus</italic> from copepodite stage I to adults.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Stage</th>
<th valign="middle" align="left">Population ingestion rate</th>
<th valign="middle" align="center">Grazing impact</th>
<th valign="middle" align="center">Contribution</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">CI</td>
<td valign="middle" align="left">0.06 &#xb1; 0.11</td>
<td valign="middle" align="left">0.05 &#xb1; 0.07</td>
<td valign="middle" align="left">3.3</td>
</tr>
<tr>
<td valign="middle" align="left">CII</td>
<td valign="middle" align="left">0.06 &#xb1; 0.08</td>
<td valign="middle" align="left">0.05 &#xb1; 0.05</td>
<td valign="middle" align="left">3.3</td>
</tr>
<tr>
<td valign="middle" align="left">CIII</td>
<td valign="middle" align="left">0.07 &#xb1; 0.12</td>
<td valign="middle" align="left">0.07 &#xb1; 0.09</td>
<td valign="middle" align="left">4.4</td>
</tr>
<tr>
<td valign="middle" align="left">CIV</td>
<td valign="middle" align="left">0.15 &#xb1; 0.21</td>
<td valign="middle" align="left">0.13 &#xb1; 0.16</td>
<td valign="middle" align="left">8.9</td>
</tr>
<tr>
<td valign="middle" align="left">CV</td>
<td valign="middle" align="left">0.40 &#xb1; 0.74</td>
<td valign="middle" align="left">0.41 &#xb1; 0.39</td>
<td valign="middle" align="left">27.4</td>
</tr>
<tr>
<td valign="middle" align="left">CVI F</td>
<td valign="middle" align="left">0.67 &#xb1; 1.30</td>
<td valign="middle" align="left">0.68 &#xb1; 0.85</td>
<td valign="middle" align="left">45.9</td>
</tr>
<tr>
<td valign="middle" align="left">CVI M</td>
<td valign="middle" align="left">0.09 &#xb1; 0.12</td>
<td valign="middle" align="left">0.10 &#xb1; 0.12</td>
<td valign="middle" align="left">6.8</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_5">
<title>Grazing impact</title>
<p>The seasonal mean grazing impact of <italic>C</italic>. <italic>sinicus</italic> at CI was 0.02&#x2013;0.06%, with higher values in spring and lower values in winter (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). The impact of CII was 0.02&#x2013;0.06%, and was highest in autumn and lowest in winter. The impact of CIII was 0.02&#x2013;0.10% and that of CIV was 0.05&#x2013;0.22%, with higher values in autumn and lower values in summer for both stages. The impact of CV was 0.26&#x2013;0.49% and those of females and males were 0.18&#x2013;1.01% and 0.07&#x2013;0.16%, being higher in autumn and lower in winter. The combined grazing impacts of <italic>C</italic>. <italic>sinicus</italic> from the CI to adult stages were 1.66%, 1.43%, 2.04%, 0.65% in spring, summer, autumn, and winter, respectively. The impact of females was highest, at 45.9% of the total impact, followed by CV, at 27.4% (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Seasonal differences were nonsignificant at all stages.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Seasonal variation in grazing impact (%) of <italic>Calanus sinicus</italic> from CI to adult female (CVI F) and male (CVI M) and the sum of all stages in the population. Error bars indicate the standard deviation.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273734-g007.tif"/>
</fig>
</sec>
<sec id="s3_6">
<title>Environmental influences</title>
<p>RDA results for the ingestion rate of <italic>C. sinicus</italic> and environmental factors in all seasons showed that CIV to adults had positive relationships with the mean chl-<italic>a</italic> concentrations in the water column (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). The early developmental stage CI-III were rather related to mean temperature in the water column. The eigenvalues of axes 1 and 2 were 0.34 and 0.06, respectively, and the cumulative percentage variance of axes 1 and 2 was 39.9% (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Environmental factors explained 97% of the variation in the ingestion rate on axes 1 and 2. The correlation coefficients for axes 1 and 2 were 0.67 and 0.73, respectively. Axis 1 and 2 were significantly related to mean chl-<italic>a</italic> concentrations (<italic>r</italic> = 0.55) and temperature (<italic>r</italic> = 0.67) in the water column, respectively.</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Redundancy analysis biplot of the year-round ingestion rate of <italic>Calanus sinicus</italic> from CI to adult female (CVI F) and male (CVI M) according to temperature (&#xb0;C), salinity (psu), and chl-<italic>a</italic> concentration (<italic>&#xb5;</italic>g L<sup>-1</sup>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1273734-g008.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Redundancy analysis results of year-round ingestion rate of <italic>Calanus sinicus</italic> in relation to environmental factors.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center"/>
<th valign="middle" align="center">Axis 1</th>
<th valign="middle" align="center">Axis 2</th>
<th valign="middle" align="center">Axis 3</th>
<th valign="middle" align="left">Axis 4</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Eigenvalues</td>
<td valign="middle" align="left">0.3414</td>
<td valign="middle" align="left">0.0573</td>
<td valign="middle" align="left">0.0118</td>
<td valign="middle" align="left">0.45</td>
</tr>
<tr>
<td valign="middle" align="left">Pseudo-canonical correlation</td>
<td valign="middle" align="left">0.6654</td>
<td valign="middle" align="left">0.7333</td>
<td valign="middle" align="left">0.6897</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">Cumulative percentage variance</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;of response data</td>
<td valign="middle" align="left">34.14</td>
<td valign="middle" align="left">39.87</td>
<td valign="middle" align="left">41.05</td>
<td valign="middle" align="left">86.05</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;of fitted response data</td>
<td valign="middle" align="left">83.16</td>
<td valign="middle" align="left">97.12</td>
<td valign="middle" align="left">100</td>
<td valign="middle" align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<sec id="s4_1">
<title>Seasonal fluctuation</title>
<p>Because water temperature affects all phases of the copepod life cycle, including respiration, survival, production and development (<xref ref-type="bibr" rid="B12">Halsband-Lenk et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B13">Heine et&#xa0;al., 2019</xref>), it may also affect their feeding. In this study, the ingestion rate of <italic>C</italic>. <italic>sinicus</italic> on phytoplankton was particularly high in spring and decreased sharply during the summer (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4</bold>
</xref>&#x2013;<xref ref-type="fig" rid="f6">
<bold>6</bold>
</xref>). This is likely due to the ecological characteristics of this species, which is sensitive to water temperature. The temperature tolerance range for the survival of <italic>C</italic>. <italic>sinicus</italic> is known to be 1&#x2013;27&#xb0;C in the Yellow Sea (<xref ref-type="bibr" rid="B55">Wang et&#xa0;al., 2003</xref>). The optimal water temperature for <italic>C</italic>. <italic>sinicus</italic> was 20&#xb0;C in the Inland Sea of Japan, and the lower and upper thermal limits for <italic>C</italic>. <italic>sinicus</italic> embryonic development were 5&#xb0;C and 23&#xb0;C, respectively (<xref ref-type="bibr" rid="B50">Uye, 1988</xref>; <xref ref-type="bibr" rid="B51">Uye, 2000</xref>). Therefore, high or low water temperatures in summer or winter are unfavorable to the feeding of <italic>C</italic>. <italic>sinicus.</italic> In addition to water temperature, food composition in the fields are also important factors affecting copepod feeding. <italic>C</italic>. <italic>sinicus</italic> is an omnivorous copepod that can feed on a variety of prey, including not only phytoplankton but also ciliates, flagellates, metazoan eggs and larvae, bacteria, and fungi (<xref ref-type="bibr" rid="B18">Huo et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B16">Ho et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B57">Yi et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B14">Hirai et&#xa0;al., 2018</xref>). In the Yellow Sea, seasonal fluctuations in phytoplankton communities have been reported, with diatom blooms occurring in spring and increased proportions of flagella and cyanobacteria in summer and autumn (<xref ref-type="bibr" rid="B11">Gao et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B29">Liu et&#xa0;al., 2015</xref>). Therefore, the diet of <italic>C</italic>. <italic>sinicus</italic> may vary with seasonal environmental changes in its habitat. In a previous study, herbivorous feeding supported more than 82.5% of <italic>C</italic>. <italic>sinicus</italic> egg production in spring but only 47.8% in autumn in Bohai Bay, likely driven by the prevalence of large diatoms and sufficient non-phytoplankton food sources during autumn (<xref ref-type="bibr" rid="B58">Zhang et&#xa0;al., 2006</xref>).</p>
</sec>
<sec id="s4_2">
<title>Developmental and sexual differences</title>
<p>In general, the copepod ingestion rate increases with increasing water temperature, body weight, and food concentration (<xref ref-type="bibr" rid="B40">Saiz and Calbet, 2011</xref>). The positive relationships between ingestion rate and body size (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>) and chl-<italic>a</italic> concentration (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>) were confirmed for <italic>C</italic>. <italic>sinicus</italic> in the Yellow Sea in this study. However, when developmental stage was considered, the relationship between ingestion rate in early stages (CI&#x2013;CIII) and chl-<italic>a</italic> concentration were nonsignificant (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). Feeding habits and prey preferences of copepods differ with developmental stage and sex (<xref ref-type="bibr" rid="B6">Calbet et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B5">Brucet et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B41">Saiz et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B33">Meunier et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B19">Ismar et&#xa0;al., 2018</xref>). In general, the size of the ingested prey increases with increasing copepod size. Therefore, relatively large and chlorophyll-rich diatoms are more likely to be consumed by adults or late copepodites than by nauplii or early copepodites. This preference explains why chl-<italic>a</italic> concentrations were significantly correlated with <italic>C</italic>. <italic>sinicus</italic> ingestion rates only at CIV to adults in this study (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). The preferred food type may differ in association with sexual dimorphism. In laboratory experiments with three types of prey, namely, cryptophytes, haptophytes, and diatoms, females of the copepod <italic>Acartia tonsa</italic> preferred diatoms, while males preferred cryptophytes (<xref ref-type="bibr" rid="B19">Ismar et&#xa0;al., 2018</xref>). For <italic>C</italic>. <italic>sinicus</italic>, an analysis of gut contents reported that females consumed more diatoms than males (<xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2010</xref>). Methods other than chl-<italic>a</italic> measurement may produce higher ingestion rates for <italic>C</italic>. <italic>sinicus</italic> males on potential prey than are reported in this paper.</p>
<p>A large proportion of grazing impact is associated with CV and female individuals in the <italic>C</italic>. <italic>sinicus</italic> population (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). In the Yellow Sea, spring is the main spawning season of <italic>C</italic>. <italic>sinicus</italic> (<xref ref-type="bibr" rid="B59">Zhang et&#xa0;al., 2005</xref>). As copepod egg production is related to water temperature and prey concentration expressed as chl-<italic>a</italic> concentration (<xref ref-type="bibr" rid="B39">Richardson and Verheye, 1998</xref>; <xref ref-type="bibr" rid="B54">Wang et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B23">Kang and Kim, 2021</xref>), copepod feeding may increase during the spawning season. On the other hand, males had ingestion rates around three times lower than females (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Previous studies of several copepods have reported lower ingestion rates of males compared to females (<xref ref-type="bibr" rid="B53">van Someren Gr&#xe9;ve et&#xa0;al., 2017</xref>), primarily due to the smaller size of males than females (<xref ref-type="bibr" rid="B15">Hirst and Ki&#xf8;rboe, 2014</xref>). Furthermore, during the mating season, females exhibit feeding-focused behaviors, while males engage in both mate searching and feeding behaviors (<xref ref-type="bibr" rid="B24">Ki&#xf8;rboe, 2008</xref>; <xref ref-type="bibr" rid="B34">Moison et&#xa0;al., 2013</xref>), which may increase female ingestion rates relative to male ingestion rates.</p>
</sec>
<sec id="s4_3">
<title>Evaluation of measured values</title>
<p>The gut pigment contents and ingestion rates of <italic>C</italic>. <italic>sinicus</italic> measured in this study were similar to those reported in a study of the southern Yellow Sea in summer, but higher than observations in inshore such as Taean and Asan Bay (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). <xref ref-type="bibr" rid="B27">Li et&#xa0;al. (2004)</xref> noted that their results were lower than local observations in the western bay of the Yellow Sea, indicating regional differences in gut pigment contents and ingestion rates. The seasonal difference in feeding impact observed in this study was less than 1%, which is smaller than in previous studies (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). This finding suggests that <italic>C</italic>. <italic>sinicus</italic> likely did not experience food limitation during any season in this study area, at least in terms of phytoplankton prey. The feeding impact of <italic>C</italic>. <italic>sinicus</italic> in this study was relatively small compared to other studies conducted in open seas (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). Because the feeding impact of copepods varies greatly depending on the environment and prey conditions of the sea area, it ranges from less than 1% to 40% of phytoplankton stock (<xref ref-type="bibr" rid="B28">Li et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B42">Schnetzer and Caron, 2005</xref>; <xref ref-type="bibr" rid="B48">Tseng et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B40">Saiz and Calbet, 2011</xref>; <xref ref-type="bibr" rid="B26">Lee et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B20">Jagadeesan et&#xa0;al., 2017</xref>). Therefore, caution is needed when comparing the feeding impact values obtained in this study with other studies, even for the same species.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Comparison of gut pigment, ingestion rate and grazing impact of Calanus sinicus. Parentheses indicate mean values.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Region</th>
<th valign="middle" align="left">Month</th>
<th valign="middle" align="left">Temp. (&#xb0;C)</th>
<th valign="middle" align="left">Chl-<italic>a</italic> (<italic>&#x3bc;</italic>g L<sup>&#x2013;1</sup>)</th>
<th valign="middle" align="left">GP(ng chl ind.<sup>&#x2013;1</sup>)</th>
<th valign="middle" align="left">IR(ng chl ind.<sup>&#x2013;1</sup> d<sup>&#x2013;1</sup>)</th>
<th valign="middle" align="left">Grazing impact (%)</th>
<th valign="middle" align="left">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="2" align="left">Black Sea<break/>(<italic>C. euxinus</italic>)</td>
<td valign="middle" align="left">Apr</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">0.34</td>
<td valign="middle" align="left">3.42-21.28 (10.1)</td>
<td valign="middle" align="left">304.1-551.3 (448.8)*</td>
<td valign="middle" align="left">14.5</td>
<td valign="middle" rowspan="2" align="left">
<xref ref-type="bibr" rid="B3">Besiktepe et&#xa0;al., 1998</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left">Sep</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">1.31</td>
<td valign="middle" align="left">8.7-19.9 (14.0)</td>
<td valign="middle" align="left">626.4-1430 (1008)*</td>
<td valign="middle" align="left">9.5</td>
</tr>
<tr>
<td valign="middle" align="left">Inland Sea of Japan</td>
<td valign="middle" align="left">Jun-Jun</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">0.5-8.5</td>
<td valign="middle" align="left">0.66-28.2</td>
<td valign="middle" align="left">209-842</td>
<td valign="middle" align="left">13.1-68.9**</td>
<td valign="middle" align="left">
<xref ref-type="bibr" rid="B52">Uye &amp; Yamamoto, 1995</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left">Southern Yellow Sea</td>
<td valign="middle" align="left">Aug</td>
<td valign="middle" align="left">25-28</td>
<td valign="middle" align="left">&lt; 0.5</td>
<td valign="middle" align="left">0.44-2.53 (1.5)</td>
<td valign="middle" align="left">48.8-182.5 (115.7)</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left">
<xref ref-type="bibr" rid="B27">Li et&#xa0;al., 2004</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left">Taean, Yellow Sea</td>
<td valign="middle" align="left">Feb, May, Aug, Nov</td>
<td valign="middle" align="left">4.4-22.7</td>
<td valign="middle" align="left">0.6-6.2</td>
<td valign="middle" align="left">&lt; 0.99</td>
<td valign="middle" align="left">&lt; 48.2*</td>
<td valign="middle" align="left">0.1-1.6</td>
<td valign="middle" align="left">
<xref ref-type="bibr" rid="B44">Song et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="left">Asan Bay, Yellow Sea</td>
<td valign="middle" align="left">Apr-May</td>
<td valign="middle" rowspan="4" align="left">1.3-25.4</td>
<td valign="middle" rowspan="4" align="left">&lt; 67</td>
<td valign="middle" align="left">0.64-4.02 (2.33)</td>
<td valign="middle" rowspan="4" align="left">2.9-394.6<sup>*</sup>
</td>
<td valign="middle" align="left">0.82-6.42</td>
<td valign="middle" rowspan="4" align="left">
<xref ref-type="bibr" rid="B26">Lee et&#xa0;al., 2012</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left">Jun</td>
<td valign="middle" align="left">0.11</td>
<td valign="middle" align="left">0.004</td>
</tr>
<tr>
<td valign="middle" align="left">Oct-Nov</td>
<td valign="middle" align="left">0.04-3.00 (1.52)</td>
<td valign="middle" align="left">0.001-0.73</td>
</tr>
<tr>
<td valign="middle" align="left">Dec-Jan</td>
<td valign="middle" align="left">0.63-1.27 (0.95)</td>
<td valign="middle" align="left">0.10-0.17</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="left">Yellow Sea</td>
<td valign="middle" align="left">Apr</td>
<td valign="middle" rowspan="4" align="left">3.7-26.7</td>
<td valign="middle" rowspan="4" align="left">0.1-8.5</td>
<td valign="middle" align="left">0.67-23.1 (6.41)</td>
<td valign="middle" align="left">44.5-1571 (438.9)</td>
<td valign="middle" align="left">0.78</td>
<td valign="middle" rowspan="4" align="left">This study (adult female)</td>
</tr>
<tr>
<td valign="middle" align="left">Aug</td>
<td valign="middle" align="left">0.75-1.32 (1.0)</td>
<td valign="middle" align="left">64.6-129.3 (96.6)</td>
<td valign="middle" align="left">0.79</td>
</tr>
<tr>
<td valign="middle" align="left">Nov</td>
<td valign="middle" align="left">0.31-2.09 (1.06)</td>
<td valign="middle" align="left">27.8-183.8 (97.9)</td>
<td valign="middle" align="left">1.01</td>
</tr>
<tr>
<td valign="middle" align="left">Mar</td>
<td valign="middle" align="left">0.28-5.32 (2.22)</td>
<td valign="middle" align="left">18.4-358.2 (137.4)</td>
<td valign="middle" align="left">0.18</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>*converted from per hour to per day for comparison purpose; **calculated from presented chl-a concentration and population ingestion rate.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Copepods have endogenous diel feeding rhythms that can be affected by external factors such as food availability, risk for predation and light intensity (<xref ref-type="bibr" rid="B4">Bollens and Stearns, 1992</xref>; <xref ref-type="bibr" rid="B7">Calbet et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B36">Olsen et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B35">Olivares et&#xa0;al., 2020</xref>). Diel feeding rhythm amplitudes and the time of active feeding vary among copepod species (<xref ref-type="bibr" rid="B37">Peterson et&#xa0;al., 1990</xref>; <xref ref-type="bibr" rid="B1">Atkinson et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B56">Yamaguchi et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B26">Lee et&#xa0;al., 2012</xref>). <italic>C</italic>. <italic>sinicus</italic> appears to have diel feeding rhythms of large amplitude, as the difference in gut pigment content over time was 4.20 ng chl ind<sup>&#x2013;1</sup> for adult <italic>C</italic>. <italic>sinicus</italic> in the southern Yellow Sea (<xref ref-type="bibr" rid="B27">Li et&#xa0;al., 2004</xref>). In coastal waters of Taiwan, the gut fullness of female <italic>C</italic>. <italic>sinicus</italic> was 5% greater in the morning and at midnight than in the afternoon (<xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2010</xref>). This study did not assess the impact of collection time on feeding because sampling times varied (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), but it is likely that there are differences in feeding during the day and night.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusion">
<title>Conclusion</title>
<p>In the Yellow Sea, feeding on phytoplankton by <italic>C</italic>. <italic>sinicus</italic> was significantly greater in spring than in other seasons, indicating that a classical food chain based on phytoplankton is operating at this time. In summer and winter, water temperature that is higher or lower than the preference of <italic>C</italic>. <italic>sinicus</italic> appears to lower its ingestion rate. In autumn, considering the relatively high-water temperature, low chl-<italic>a</italic> concentration, and low ingestion rate of <italic>C</italic>. <italic>sinicus</italic> on phytoplankton, the microbial food web appears to be dominant. The majority of the grazing impact of the <italic>C</italic>. <italic>sinicus</italic> population in the Yellow Sea was attributable to females, most likely because they require substantial energy for reproduction.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The manuscript presents research on animals that do not require ethical approval for their study.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>GK: Investigation, Writing &#x2013; original draft. WP: Writing &#x2013; review &amp; editing. JN: Writing &#x2013; review &amp; editing. H-KK: Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by the research projects of the Korea Institute of Ocean Science and Technology (KIOST; PEA0013, PEA0111), and by the Korea Institute of Marine Science &amp; Technology Promotion (KIMST) funded by the Ministry of Oceans and Fisheries (PM63392).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We are grateful to crew members of <italic>R/V Onnuri</italic> and <italic>R/V Isabu</italic> of KIOST.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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