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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.2021.787217</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: The Status of Marine Fisheries in East Asia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Pauly</surname> <given-names>Daniel</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/284088/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Liang</surname> <given-names>Cui</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/491404/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Xian</surname> <given-names>Weiwei</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/521489/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Sea Around Us, Institute for the Ocean and Fisheries, University of British Columbia</institution>, <addr-line>Vancouver, BC</addr-line>, <country>Canada</country></aff>
<aff id="aff2"><sup>2</sup><institution>CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences</institution>, <addr-line>Qingdao</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology</institution>, <addr-line>Qingdao</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Center for Ocean Mega-Science, Chinese Academy of Sciences</institution>, <addr-line>Qingdao</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited and reviewed by: Yngvar Olsen, Norwegian University of Science and Technology, Norway</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Daniel Pauly <email>d.pauly&#x00040;oceans.ubc.ca</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Marine Fisheries, Aquaculture and Living Resources, a section of the journal Frontiers in Marine Science</p></fn></author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>787217</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Pauly, Liang and Xian.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Pauly, Liang and Xian</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>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/research-topics/10888/the-status-of-marine-fisheries-in-east-asia" ext-link-type="uri">Editorial on the Research Topic <article-title>The Status of Marine Fisheries in East Asia</article-title></related-article>
<kwd-group>
<kwd>stock assessments</kwd>
<kwd>catch time-series</kwd>
<kwd>length frequency data</kwd>
<kwd>China</kwd>
<kwd>Korea</kwd>
<kwd>Japan</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="9"/>
<page-count count="3"/>
<word-count count="1720"/>
</counts>
</article-meta>
</front>
<body>
<p>East Asia includes some of the countries with the highest domestic fisheries catch in the world, notably China and Japan. The status of their fisheries matters to the world because these countries also deploy huge fishing fleets into the high seas and the Exclusive Economic Zones of other countries, tasked with compensating for stagnating or even declining local fisheries resources.</p>
<p>Rebuilding East Asian fishery resources is a challenge, however, because their status is often unknown. This situation is due, at least in part, to the fact that time series of data suitable for analysis requiring sophisticated, but data-demanding methods, being scarce or not available in the region.</p>
<p>This dissatisfying state of affairs is now gradually being overcome, notably through the development, by Froese et al. (<xref ref-type="bibr" rid="B3">2017</xref>, <xref ref-type="bibr" rid="B4">2018</xref>), of stock assessment methods that require less data, but still produce results that are reliable results enough to inform fisheries management.</p>
<p>These approaches consist of:</p>
<list list-type="simple">
<list-item><p>(1) the &#x0201C;CMSY/BSM&#x0201D; method (Froese et al., <xref ref-type="bibr" rid="B3">2017</xref>), which relies essentially on time-series of catches&#x02014;preferably spanning two decades or more&#x02014;and ancillary data to estimate time series of abundance or &#x0201C;biomass&#x0201D; for the assessed populations or &#x0201C;stocks&#x0201D;;</p></list-item>
<list-item><p>(2) the &#x0201C;LBB&#x00027; method (Froese et al., <xref ref-type="bibr" rid="B4">2018</xref>), which uses length-frequency samples, i.e., multiple measurements of fish lengths, to infer the status of a fish populations or stocks, and</p></list-item>
<list-item><p>(3) A reconceptualization of classical yield-per-recruit (Y/R) analysis (Beverton and Holt, <xref ref-type="bibr" rid="B1">1957</xref>) such that can provide estimates of the ratio of current to unexploited biomass.</p></list-item>
</list>
<p>These methods were introduced to Chinese scientists via a highly successful training course held in Qingdao during June 16&#x02013;20, 2019. The course was taught by the authors and Dr. M.L. Deng Palomares, with Dr. Rainer Froese participating remotely.</p>
<p>During the course, multiple stock assessments were run which eventually evolved into the bulk of the articles presented here. A few articles that were written previously and/or independently of the course are also included.</p>
<p>Altogether, 161 East Asian marine stocks were assessed, of which 132 pertained to finfishes and 29 to invertebrates, especially squids. Of these, 83 stocks were exploited along the coast of the Chinese Mainland (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00623">Liang, Xian, Pauly et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00314">Liang, Xian, Liu et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00164">Wang, Wang, Liu et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.518627">Wang X. et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2019.00724">Zhai and Pauly</ext-link>(a); <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.483993">Zhai et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00507">Zhang L. et al.</ext-link>), 22 from around Taiwan (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00632">Ju, Chen et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00618">Ju, Tian et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00314">Liang Xian, Liu et al.</ext-link>), 50 around Japan (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00314">Liang, Xian, Liu et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00430">Ren and Liu</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00616">Wang, Wang, Liang et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00640">Wang, Liang et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.525363">Zhang S. et al.</ext-link>) and 6 around South Korea (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00314">Liang, Xian, Liu et al.</ext-link>).</p>
<p>As is the case for all stock assessment methods, the CMSY/BSM and LBB methods rely on reliable input data, i.e., catch (and catch-per-unit-effort) time series for CMSY/BSM and length-frequency data for LBB. Problematic inputs, and unrealistic constraints (&#x0201C;priors&#x0201D;) will lead to biased parameter estimates, and a few of the 161 estimates presented here will be biased up- or downward. However, there is no reason to assume a systematic bias.</p>
<p>Overall, these assessments jointly represent the most comprehensive evaluation of <italic>the Status of Marine Fisheries in East Asia</italic>, and they paint a very sobering picture. Thus, if one gives each stock a similar weight, one can compute from these assessments, for each region, the average biomass (or fish resource abundance) currently remaining as a percentage of its inferred biomass or abundance in the absence of fishing.</p>
<p>These mean percentages are 25% for the Chinese Mainland, 16% for Taiwan, 30% for Japan and 26% for South Korea; all of these averages are well below 50%, the level the classical stock assessment model of Schaefer (<xref ref-type="bibr" rid="B7">1954</xref>, <xref ref-type="bibr" rid="B8">1957</xref>) requires for Maximum Sustainable Yield to be generated (Pauly and Froese, <xref ref-type="bibr" rid="B6">2020</xref>). The regional means were derived from several ratio estimates that were higher, i.e., there are stocks in East Asia that are not overfished. However, there were far more stocks that had extremely low values of current to unfished biomass, with the result that the mean ratio for East Asia was 25%.</p>
<p>That overfishing is prevalent in East Asia was previously known (Srinivasan et al., <xref ref-type="bibr" rid="B9">2012</xref>; Li et al., <xref ref-type="bibr" rid="B5">2017</xref>). However, most of these assessments include estimates of the parameters also required to compute the time needed for overfished stocks to recover, given a reduction of fishing pressure (see Demirel et al., <xref ref-type="bibr" rid="B2">2020</xref>). Thus, this makes it possible for fisheries scientists in East Asia to straightforwardly compute fishing quotas allowing for increasing stock sizes by a factor of two in the average, but which would allow for the social cost of a reduction of fishing effort to be smaller than the benefits gained from abundant stocks embedded in functioning ecosystems.</p>
<p>Indeed, at least for the Chinese Mainland, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00298">Zhai and Pauly</ext-link>(b) found, based on the conversion of 19 food web models into particle-size distribution spectra, that the functioning of coastal marine ecosystem of East Asia are gradually eroded due to the fisheries-induced disappearance of large fish species and miniaturization of the remaining species.</p>
<p>Thus, rebuilding stocks in East Asia would not only benefit fisheries economically, in terms of their catches, but also re-establish the functioning, rich marine ecosystems that enable fisheries to flourish in the longer term.</p>
<sec id="s1">
<title>&#x04E1C;&#x04E9A;&#x05730;&#x0533A;&#x06E14;&#x04E1A;&#x072B6;&#x051B5;</title>
<p>&#x04E1C;&#x04E9A;&#x05305;&#x062EC;&#x04E00;&#x04E9B;&#x04E16;&#x0754C;&#x04E0A;&#x056FD;&#x05185;&#x06E14;&#x04E1A;&#x06355;&#x0635E;&#x091CF;&#x06700;&#x09AD8;&#x07684;&#x056FD;&#x05BB6;, &#x07279;&#x0522B;&#x0662F;&#x04E2D;&#x056FD;&#x0548C;&#x065E5;&#x0672C;&#x03002;&#x04E3A;&#x05F25;&#x08865;&#x056FD;&#x05185;&#x0505C;&#x06EDE;&#x0751A;&#x081F3;&#x08870;&#x09000;&#x07684;&#x06E14;&#x04E1A;&#x08D44;&#x06E90;, &#x04E1C;&#x04E9A;&#x056FD;&#x05BB6;&#x04F1A;&#x05411;&#x0516C;&#x06D77;&#x0548C;&#x05176;&#x04ED6;&#x056FD;&#x05BB6;&#x07684;&#x04E13;&#x05C5E;&#x07ECF;&#x06D4E;&#x0533A;&#x06D3E;&#x051FA;&#x05E9E;&#x05927;&#x07684;&#x06355;&#x0635E;&#x08239;&#x0961F;, &#x056E0;&#x06B64;, &#x05B83;&#x04EEC;&#x07684;&#x06E14;&#x04E1A;&#x072B6;&#x051B5;&#x05907;&#x053D7;&#x04E16;&#x0754C;&#x05173;&#x06CE8;&#x03002;</p>
<p>&#x091CD;&#x05EFA;&#x04E1C;&#x04E9A;&#x06E14;&#x04E1A;&#x08D44;&#x06E90;&#x09887;&#x05177;&#x06311;&#x06218;, &#x056E0;&#x04E3A;&#x05176;&#x08D44;&#x06E90;&#x072B6;&#x06001;&#x05F80;&#x05F80;&#x0662F;&#x0672A;&#x077E5;&#x07684;&#x03002;&#x09020;&#x06210;&#x08FD9;&#x079CD;&#x060C5;&#x051B5;&#x07684;&#x090E8;&#x05206;&#x0539F;&#x056E0;&#x05728;&#x04E8E;, &#x0590D;&#x06742;&#x07684;&#x08D44;&#x06E90;&#x08BC4;&#x04F30;&#x065B9;&#x06CD5;&#x09700;&#x08981;&#x05927;&#x091CF;&#x07684;&#x065F6;&#x095F4;&#x05E8F;&#x05217;&#x06570;&#x0636E;, &#x0800C;&#x08FD9;&#x079CD;&#x06570;&#x0636E;&#x05728;&#x04E1C;&#x04E9A;&#x05730;&#x0533A;&#x0901A;&#x05E38;&#x05F88;&#x05C11;&#x089C1;&#x06216;&#x04E0D;&#x05B58;&#x05728;&#x03002;</p>
<p>&#x076EE;&#x0524D;, &#x0901A;&#x08FC7;&#x05FB7;&#x056FD;&#x06E14;&#x04E1A;&#x05B66;&#x05BB6;Rainer Froese&#x053CA;&#x05176;&#x0540C;&#x04E8B;&#x05F00;&#x053D1;&#x07684;&#x051E0;&#x079CD;&#x06570;&#x0636E;&#x07F3A;&#x04E4F;&#x06761;&#x04EF6;&#x04E0B;&#x07684;&#x06E14;&#x04E1A;&#x079CD;&#x07FA4;&#x08BC4;&#x04F30;&#x065B9;&#x06CD5;, &#x08FD9;&#x079CD;&#x072B6;&#x051B5;&#x06B63;&#x09010;&#x06E10;&#x088AB;&#x06539;&#x05584;&#x03002;&#x08FD9;&#x04E9B;&#x065B9;&#x06CD5;&#x09700;&#x08981;&#x08F83;&#x05C11;&#x07684;&#x06E14;&#x04E1A;&#x06570;&#x0636E;&#x04F5C;&#x04E3A;&#x08F93;&#x05165;, &#x04F46;&#x04ECD;&#x080FD;&#x04EA7;&#x0751F;&#x08F83;&#x04E3A;&#x053EF;&#x09760;&#x07684;&#x07ED3;&#x0679C;&#x06765;&#x04E3A;&#x06E14;&#x04E1A;&#x07BA1;&#x07406;&#x063D0;&#x04F9B;&#x053C2;&#x08003;&#x03002;</p>
<p>&#x08FD9;&#x04E9B;&#x065B9;&#x06CD5;&#x05305;&#x062EC;:</p>
<list list-type="simple">
<list-item><p>(1) &#x0201C;CMSY/BSM&#x0201D;&#x065B9;&#x06CD5; (Froese et al., <xref ref-type="bibr" rid="B3">2017</xref>), &#x05B83;&#x04E3B;&#x08981;&#x04F9D;&#x08D56;&#x04E8E;&#x06E14;&#x083B7;&#x091CF;&#x07684;&#x065F6;&#x095F4;&#x05E8F;&#x05217;&#x0FF08;&#x065F6;&#x095F4;&#x08DE8;&#x05EA6;&#x06700;&#x0597D;&#x08D85;&#x08FC7;&#x04E8C;&#x05341;&#x05E74;&#x0FF09;&#x04EE5;&#x053CA;&#x08F85;&#x052A9;&#x06570;&#x0636E;&#x06765;&#x04F30;&#x08BA1;&#x088AB;&#x08BC4;&#x04F30;&#x079CD;&#x07FA4;&#x06216;&#x07FA4;&#x04F53;&#x07684;&#x04E30;&#x05EA6;&#x06216;&#x0751F;&#x07269;&#x091CF;&#x03002;</p></list-item>
<list-item><p>(2) &#x0201C;LBB&#x0201D;&#x065B9;&#x06CD5; (Froese et al., <xref ref-type="bibr" rid="B4">2018</xref>), &#x08BE5;&#x065B9;&#x06CD5;&#x04F7F;&#x07528;&#x06D4B;&#x091CF;&#x05F97;&#x05230;&#x07684;&#x04F53;&#x0957F;&#x09891;&#x07387;&#x06570;&#x0636E;, &#x06765;&#x063A8;&#x065AD;&#x06E14;&#x04E1A;&#x079CD;&#x07FA4;&#x06216;&#x07FA4;&#x04F53;&#x07684;&#x072B6;&#x06001;&#x03002;</p></list-item>
<list-item><p>(3) &#x05BF9;&#x07ECF;&#x05178;&#x07684;&#x05355;&#x04F4D;&#x08865;&#x05145;&#x091CF;&#x06E14;&#x083B7;&#x091CF;&#x05206;&#x06790; (Beverton and Holt, <xref ref-type="bibr" rid="B1">1957</xref>) &#x08FDB;&#x0884C;&#x06982;&#x05FF5;&#x091CD;&#x05EFA;, &#x04EE5;&#x04F30;&#x08BA1;&#x05F53;&#x0524D;&#x0751F;&#x07269;&#x091CF;&#x04E0E;&#x0672A;&#x05F00;&#x053D1;&#x0751F;&#x07269;&#x091CF;&#x07684;&#x06BD4;&#x0503C; &#x03002;</p></list-item>
</list>
<p>&#x08FD9;&#x04E9B;&#x065B9;&#x06CD5;&#x0901A;&#x08FC7;2019 &#x05E74; 6 &#x06708; 18&#x02013;20 &#x065E5;&#x05728;&#x09752;&#x05C9B;&#x04E3E;&#x0529E;&#x07684;&#x057F9;&#x08BAD;&#x08BFE;&#x07A0B;&#x088AB;&#x04ECB;&#x07ECD;&#x07ED9;&#x06765;&#x081EA;&#x0591A;&#x06240;&#x09AD8;&#x06821;&#x0548C;&#x079D1;&#x07814;&#x09662;&#x06240;&#x07684;&#x04E2D;&#x056FD;&#x06E14;&#x04E1A;&#x05B66;&#x08005;&#x03002;&#x08BE5;&#x08BFE;&#x07A0B;&#x04E3B;&#x08981;&#x07531;Maria Lourdes D. Palomares&#x0535A;&#x058EB;&#x0548C;Daniel Pauly&#x0535A;&#x058EB;&#x06559;&#x06388;, Rainer Froese &#x0535A;&#x058EB;&#x08FDC;&#x07A0B;&#x053C2;&#x04E0E;&#x03002;&#x05728;&#x057F9;&#x08BAD;&#x08BFE;&#x07A0B;&#x0671F;&#x095F4;, &#x04E0A;&#x08FF0;&#x065B9;&#x06CD5;&#x088AB;&#x07528;&#x04E8E;&#x04E1C;&#x04E9A;&#x05730;&#x0533A;&#x04F17;&#x0591A;&#x06E14;&#x04E1A;&#x079CD;&#x07FA4;&#x06216;&#x07FA4;&#x04F53;&#x07684;&#x08D44;&#x06E90;&#x08BC4;&#x04F30;, &#x05E76;&#x06700;&#x07EC8;&#x05F62;&#x06210;&#x04E86;&#x0672C;&#x096C6;&#x0520A;&#x07684;&#x05927;&#x090E8;&#x05206;&#x06587;&#x07AE0;&#x03002;&#x096C6;&#x0520A;&#x04E2D;&#x053E6;&#x06709;&#x090E8;&#x05206;&#x06587;&#x07AE0;&#x072EC;&#x07ACB;&#x04E8E;&#x0672C;&#x06B21;&#x057F9;&#x08BAD;&#x08BFE;&#x07A0B;, &#x04E5F;&#x05728;&#x0540E;&#x0671F;&#x08FDB;&#x0884C;&#x04E86;&#x0589E;&#x08865;&#x03002;</p>
<p>&#x0672C;&#x096C6;&#x0520A;&#x05171;&#x05BF9;161&#x04E2A;&#x04E1C;&#x04E9A;&#x06D77;&#x06D0B;&#x079CD;&#x07FA4;&#x08FDB;&#x0884C;&#x04E86;&#x08BC4;&#x04F30;, &#x05305;&#x062EC;132&#x079CD;&#x09C7C;&#x07C7B;,29&#x079CD;&#x065E0;&#x0810A;&#x0690E;&#x052A8;&#x07269;&#x03002;&#x05728;&#x08FD9;&#x04E9B;&#x088AB;&#x08BC4;&#x04F30;&#x07684;&#x079CD;&#x07FA4;&#x04E2D;, &#x06709;83&#x04E2A;&#x079CD;&#x07FA4;&#x04E3B;&#x08981;&#x05728;&#x04E2D;&#x056FD;&#x05927;&#x09646;&#x06CBF;&#x06D77;&#x088AB;&#x05F00;&#x053D1; (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00623">Liang, Xian, Pauly et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00314">Liang, Xian, Liu et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.518627">Wang, Wang, Liu et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2019.00724">Zhai and Pauly</ext-link> (a); <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.483993">Zhai et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00507">Zhang L. et al.</ext-link>),22&#x04E2A;&#x079CD;&#x07FA4;&#x04E3B;&#x08981;&#x088AB;&#x053F0;&#x06E7E;&#x05730;&#x0533A;&#x05F00;&#x053D1; (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00632">Ju, Chen et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00618">Ju, Xian et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00314">Liang, Liu et al.</ext-link>), &#x05206;&#x05E03;&#x04E8E;&#x065E5;&#x0672C;&#x06D77;&#x057DF;&#x07684;&#x079CD;&#x07FA4;50&#x04E2A; (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00314">Liang, Xian, Liu et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00430">Ren and Liu</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00616">Wang, Wang, Liang et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00640">Wang, Liang et al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.525363">Zhang S. et al.</ext-link>), &#x097E9;&#x056FD;&#x06D77;&#x057DF;6&#x04E2A; (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00314">Liang, Xian, Liu et al.</ext-link>)&#x03002;</p>
<p>&#x04E0E;&#x06240;&#x06709;&#x079CD;&#x07FA4;&#x08BC4;&#x04F30;&#x065B9;&#x06CD5;&#x07684;&#x060C5;&#x051B5;&#x04E00; &#x06837;, CMSY/BSM &#x0548C; LBB &#x065B9;&#x06CD5;&#x04F9D;&#x08D56;&#x04E8E;&#x053EF;&#x09760;&#x07684;&#x08F93;&#x05165;&#x06570;&#x0636E;, &#x05373; CMSY/BSM&#x07684;&#x06E14;&#x083B7;&#x091CF;&#x0FF08;&#x0548C;&#x05355;&#x04F4D;&#x052AA;&#x0529B;&#x091CF;&#x06E14;&#x083B7;&#x091CF;&#x0FF09;&#x065F6;&#x095F4;&#x05E8F;&#x05217;&#x0548C; LBB &#x07684;&#x04F53;&#x0957F;&#x09891;&#x07387;&#x06570;&#x0636E;&#x03002;&#x05B58;&#x07591;&#x07684;&#x08F93;&#x05165;&#x06570;&#x0636E;&#x0548C;&#x07EA6;&#x0675F;&#x06761;&#x04EF6;&#x0FF08;&#x02018;&#x02018;&#x05148;&#x09A8C;&#x0503C;&#x0201D;&#x0FF09;&#x05C06;&#x05BFC;&#x081F4;&#x053C2;&#x06570;&#x04F30;&#x08BA1;&#x051FA;&#x073B0;&#x0504F;&#x05DEE;&#x03002;&#x05728;&#x08FD9;161&#x04E2A;&#x08BC4;&#x04F30;&#x079CD;&#x07FA4;&#x04E2D;, &#x04F1A;&#x06709;&#x090E8;&#x05206;&#x079CD;&#x07FA4;&#x07684;&#x08BC4;&#x04F30;&#x07ED3;&#x0679C;&#x056E0;&#x08F93;&#x05165;&#x06570;&#x0636E;&#x07684;&#x08D28;&#x091CF;&#x095EE;&#x09898;&#x088AB;&#x09AD8;&#x04F30;&#x06216;&#x04F4E;&#x04F30;, &#x04F46;&#x076EE;&#x0524D;&#x07684;&#x07814;&#x07A76;&#x0672A;&#x053D1;&#x073B0;&#x07CFB;&#x07EDF;&#x06027;&#x08BEF;&#x05DEE;&#x07684;&#x05B58;&#x05728;&#x03002;</p>
<p>&#x0603B;&#x04F53;&#x0800C;&#x08A00;, &#x0672C;&#x096C6;&#x0520A;&#x04E2D;&#x07684;&#x06587;&#x07AE0;&#x05171;&#x0540C;&#x07EC4;&#x06210;&#x04E86;&#x076EE;&#x0524D;&#x05BF9;&#x04E1C;&#x04E9A;&#x06D77;&#x06D0B;&#x06E14;&#x04E1A;&#x072B6;&#x051B5;&#x06700;&#x05168;&#x09762;&#x07684;&#x08BC4;&#x04F30;&#x03002;&#x05982;&#x0679C;&#x07ED9;&#x06BCF;&#x04E2A;&#x08BC4;&#x04F30;&#x079CD;&#x07FA4;&#x04E00;&#x04E2A;&#x076F8;&#x0540C;&#x07684;&#x06743;&#x091CD;, &#x053EF;&#x04EE5;&#x04ECE;&#x08FD9;&#x04E9B;&#x08BC4;&#x04F30;&#x07ED3;&#x0679C;&#x04E2D;&#x08BA1;&#x07B97;&#x051FA;&#x06BCF;&#x04E2A;&#x0533A;&#x057DF;&#x05F53;&#x0524D;&#x05269;&#x04F59;&#x0751F;&#x07269;&#x091CF;&#x0FF08;&#x06216;&#x08D44;&#x06E90;&#x04E30;&#x05EA6;&#x0FF09;&#x04E0E;&#x0672A;&#x05F00;&#x053D1;&#x0751F;&#x07269;&#x091CF;&#x0FF08;&#x06216;&#x04E30;&#x05EA6;&#x0FF09;&#x06BD4;&#x0503C;&#x07684;&#x05E73;&#x05747;&#x0503C;&#x03002;&#x04E2D;&#x056FD;&#x05927;&#x09646;&#x07684;&#x05E73;&#x05747;&#x0767E;&#x05206;&#x06BD4;&#x04E3A; 25%, &#x053F0;&#x06E7E;&#x04E3A; 16%, &#x065E5;&#x0672C;&#x04E3A; 30%, &#x097E9;&#x056FD;&#x04E3A; 26%&#x03002;&#x06240;&#x06709;&#x08FD9;&#x04E9B;&#x05E73;&#x05747;&#x0503C;&#x090FD;&#x08FDC;&#x04F4E;&#x04E8E; 50%, &#x05373; Schaefer (<xref ref-type="bibr" rid="B7">1954</xref>, <xref ref-type="bibr" rid="B8">1957</xref>) &#x07684;&#x07ECF;&#x05178;&#x08D44;&#x06E90;&#x08BC4;&#x04F30;&#x06A21;&#x0578B;&#x08981;&#x06C42;&#x0751F;&#x06210;&#x06700;&#x05927;&#x053EF;&#x06301;&#x07EED;&#x04EA7;&#x091CF;&#x07684;&#x06C34;&#x05E73; (Pauly and Froese, <xref ref-type="bibr" rid="B6">2020</xref>)&#x03002;&#x0867D;&#x07136;&#x08BC4;&#x04F30;&#x07ED3;&#x0679C;&#x0663E;&#x0793A;&#x04E1C;&#x04E9A;&#x0533A;&#x057DF;&#x06709;&#x05C1A;&#x0672A;&#x08FC7;&#x05EA6;&#x06355;&#x0635E;&#x07684;&#x079CD;&#x07FA4;, &#x04F46;&#x07531;&#x04E8E;&#x05B58;&#x05728;&#x05927;&#x091CF;&#x05269;&#x04F59;&#x0751F;&#x07269;&#x091CF;&#x04E0E;&#x0672A;&#x05F00;&#x053D1;&#x0751F;&#x07269;&#x091CF;&#x06BD4;&#x0503C;&#x06781;&#x04F4E;&#x07684;&#x079CD;&#x07FA4;, &#x056E0;&#x06B64;&#x04E1C;&#x04E9A;&#x0533A;&#x057DF;&#x08BE5;&#x06BD4;&#x0503C;&#x06574;&#x04F53;&#x04E3A;25%&#x05DE6;&#x053F3;&#x03002;</p>
<p>&#x05C3D;&#x07BA1;&#x04E1C;&#x04E9A;&#x05730;&#x0533A;&#x0666E;&#x0904D;&#x05B58;&#x05728;&#x08FC7;&#x05EA6;&#x06355;&#x0635E;&#x073B0;&#x08C61;&#x065E9;&#x05DF2;&#x088AB;&#x0719F;&#x077E5; (Srinivasan et al., <xref ref-type="bibr" rid="B9">2012</xref>; Li et al., <xref ref-type="bibr" rid="B5">2017</xref>), &#x0672C;&#x096C6;&#x0520A;&#x04E2D;&#x07684;&#x07ED3;&#x0679C;&#x08FD8;&#x063D0;&#x04F9B;&#x04E86;&#x065B0;&#x07684;&#x04FE1;&#x0606F;, &#x04F8B;&#x05982;&#x05728;&#x06355;&#x0635E;&#x0538B;&#x0529B;&#x0964D;&#x04F4E;&#x060C5;&#x051B5;&#x04E0B;, &#x07528;&#x04E8E;&#x08BA1;&#x07B97;&#x08FC7;&#x05EA6;&#x06355;&#x0635E;&#x079CD;&#x07FA4;&#x06062;&#x0590D;&#x065F6;&#x095F4;&#x06240;&#x09700;&#x08981;&#x07684;&#x053C2;&#x06570;&#x07684;&#x04F30;&#x08BA1;&#x0503C; (Demirel et al., <xref ref-type="bibr" rid="B2">2020</xref>) &#x03002;&#x08FD9;&#x04F7F;&#x05F97;&#x04E1C;&#x04E9A;&#x07684;&#x06E14;&#x04E1A;&#x05B66;&#x05BB6;&#x053EF;&#x04EE5;&#x08BA1;&#x07B97;&#x079D1;&#x05B66;&#x07684;&#x06355;&#x0635E;&#x0914D;&#x0989D;, &#x04ECE;&#x0800C;&#x04F7F;&#x079CD;&#x07FA4;&#x06570;&#x091CF;&#x05E73;&#x05747;&#x0589E;&#x052A0;&#x04E24;&#x0500D;, &#x0589E;&#x052A0;&#x07684;&#x079CD;&#x07FA4;&#x06570;&#x091CF;&#x05E26;&#x06765;&#x07684;&#x06536;&#x076CA;&#x05C06;&#x08D85;&#x08FC7;&#x051CF;&#x05C11;&#x06355;&#x0635E;&#x0538B;&#x0529B;&#x05BFC;&#x081F4;&#x07684;&#x0793E;&#x04F1A;&#x06210;&#x0672C;&#x0635F;&#x05931;&#x03002;</p>
<p>&#x04E8B;&#x05B9E;&#x04E0A;, &#x05728;&#x05C06;19 &#x04E2A;&#x098DF;&#x07269;&#x07F51;&#x06A21;&#x0578B;&#x08F6C;&#x06362;&#x06210;&#x07C92;&#x05EA6;&#x05206;&#x05E03;&#x08C31;&#x04E4B;&#x0540E;,  <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00298">Zhai and Pauly</ext-link>(b) &#x053D1;&#x073B0;, &#x04EE5;&#x04E2D;&#x056FD;&#x05927;&#x09646;&#x05730;&#x0533A;&#x04E3A;&#x04EE3;&#x08868;&#x07684;&#x04E1C;&#x04E9A;&#x06CBF;&#x06D77;&#x06D77;&#x06D0B;&#x0751F;&#x06001;&#x07CFB;&#x07EDF;&#x07684;&#x0529F;&#x080FD;&#x06B63;&#x05728;&#x09010;&#x06E10;&#x088AB;&#x04FB5;&#x08680;, &#x06E14;&#x04E1A;&#x06D3B;&#x052A8;&#x05F15;&#x08D77;&#x07684;&#x05927;&#x0578B;&#x09C7C;&#x07C7B;&#x07269;&#x079CD;&#x07684;&#x06D88;&#x05931;&#x0548C;&#x05269;&#x04F59;&#x07269;&#x079CD;&#x07684;&#x05C0F;&#x0578B;&#x05316;&#x0662F;&#x09020;&#x06210;&#x08FD9;&#x079CD;&#x073B0;&#x08C61;&#x07684;&#x04E3B;&#x08981;&#x0539F;&#x056E0;&#x03002;&#x056E0;&#x06B64;, &#x091CD;&#x05EFA;&#x04E1C;&#x04E9A;&#x079CD;&#x07FA4;&#x04E0D;&#x04EC5;&#x04F1A;&#x05728;&#x06E14;&#x083B7;&#x091CF;&#x065B9;&#x09762;&#x04E3A;&#x06E14;&#x04E1A;&#x05E26;&#x06765;&#x07ECF;&#x06D4E;&#x05229;&#x076CA;, &#x0800C;&#x04E14;&#x08FD8;&#x05C06;&#x091CD;&#x05EFA;&#x0529F;&#x080FD;&#x05065;&#x05168;&#x03001;&#x07269;&#x079CD;&#x04E30;&#x05BCC;&#x07684;&#x06D77;&#x06D0B;&#x0751F;&#x06001;&#x07CFB;&#x07EDF;, &#x04F7F;&#x06E14;&#x04E1A;&#x080FD;&#x0591F;&#x0957F;&#x0671F;&#x07E41;&#x08363;&#x053D1;&#x05C55;&#x03002;</p>
</sec>
<sec id="s2">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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 sec-type="disclaimer" id="s3">
<title>Publisher&#x00027;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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