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<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Environ. Sci.</journal-id>
<journal-title>Frontiers in Environmental Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Environ. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-665X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">779544</article-id>
<article-id pub-id-type="doi">10.3389/fenvs.2021.779544</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Environmental Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Optimization of a Marine Fish Release Strategy: A Case Study of Black Sea Bream <italic>Acanthopagrus schlegelii</italic> in the Zhanjiang Estuary, Northern South China Sea</article-title>
<alt-title alt-title-type="left-running-head">Zhang et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Optimization of Marine Fish Release Strategy</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Shenzeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lin</surname>
<given-names>Lin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Xuefeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/776476/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Fisheries College, Guangdong Ocean University, <addr-line>Zhanjiang</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Southern Marine Science and Engineering Guangdong Laboratory (Zhanjiang), <addr-line>Zhanjiang</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1183360/overview">Changliang Ke</ext-link>, Chinese Academy of Fishery Sciences (CAFS), China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1031343/overview">Kui Zhang</ext-link>, Chinese Academy of Fishery Sciences (CAFS), China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/874911/overview">Bilin Liu</ext-link>, Shanghai Ocean University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1510259/overview">Rijin Jiang</ext-link>, Zhejiang Marine Fisheries Research Institute, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/972675/overview">Yong Liu</ext-link>, South China Sea Fisheries Research Institute (CAFS), China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Xuefeng Wang, <email>Xuefeng1999@126.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Conservation and Restoration Ecology, a section of the journal Frontiers in Environmental Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>779544</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Zhang, Lin and Wang.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Zhang, Lin and Wang</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The release strategy (choice of the species and locations stocked, releasing mode, and stocking size and times) is an important part of quantitative evaluations of marine fish stock enhancement, while optimization of the release strategy can contribute to assess the stocking success intended to alleviate declining fishery resources and to increase the income of fishers. In this study, a typical fish species released in the northern South China Sea, black sea bream <italic>Acanthopagrus schlegelii</italic>, was taken as the research object. The biological characteristics of this sparid were determined from samples collected from waters in the Zhanjiang estuary during June, July, and September 2020 to April 2021, and the data were applied to estimate its length frequency and its growth parameters using the ELEFAN I run in FiSAT II. We then simulated and evaluated the stocking effects of five scenarios under different release strategies, while assuming a fixed total quantity of released fish and a constant of mortality rate at different life stages. The results showed that (1) the breeding season of black sea bream in this region is mainly from December to March of the next year, which is also the period when most significant sexual reversal in this species occurs, and (2) the relationship between standard length and weight in black sea bream is <italic>W</italic>&#x20;&#x3d; 5.092 &#xd7; 10<sup>&#x2013;5</sup> <italic>L</italic>
<sup>2.906</sup>, <italic>L</italic>
<sub>&#x221e;</sub> &#x3d; 54.39&#xa0;cm, <italic>K</italic>&#x20;&#x3d; 0.15, and <italic>t</italic>
<sub>0</sub> &#x3d; &#x2212;0.967. (3) The recommended period to release black sea bream in Zhanjiang waters is from June to October. It appears more productive if the total quantity of fish released can be divided into two batches. The growth potential of released juvenile fish in this study was evaluated based on a density-dependent theory, and the stocking effect of released stocks was simulated with the consideration for biological parameters and field sampling technique. This study provides a reference for the optimization of fish release strategies in coastal waters.</p>
</abstract>
<kwd-group>
<kwd>stock enhancement</kwd>
<kwd>simulation model</kwd>
<kwd>optimization of releasing strategy</kwd>
<kwd>
<italic>Acanthopagrus schlegelii</italic>
</kwd>
<kwd>northern South China Sea</kwd>
</kwd-group>
<contract-num rid="cn001">2020YFD0901103</contract-num>
<contract-sponsor id="cn001">National Key Research and Development Program of China<named-content content-type="fundref-id">10.13039/501100012166</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Overfishing, habitat degradation, and climate change exert continuous pressure on the global fishery (<xref ref-type="bibr" rid="B20">Jackson, 2001</xref>), with 34.2% of fisheries worldwide estimated to be overexploited in 2017 (<xref ref-type="bibr" rid="B11">FAO, 2020</xref>) and the proportion of fisheries deemed sustainable having decreased to 65.8% from 90% in 1974 (<xref ref-type="bibr" rid="B11">FAO, 2020</xref>). Sustainable fisheries contribute to the marine ecosystem functioning and to the livelihoods of the millions of fishermen, and provide a vital source of high quality of animal protein for human consumption. Ecosystem-based fishery management and the framework of responsible approach to stocking (<xref ref-type="bibr" rid="B4">Blankenship and Leber, 1995</xref>) hold tremendous potentials for increasing production for some capture fisheries, and many active steps such as the regulation of fishing efforts (<xref ref-type="bibr" rid="B16">Hammer and Truitt, 1942</xref>; <xref ref-type="bibr" rid="B10">Crutchfield, 1979</xref>), habitat restoration (<xref ref-type="bibr" rid="B58">Zaharia et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B1">Adams et&#x20;al., 2019</xref>), and stock enhancement (<xref ref-type="bibr" rid="B38">Lorenzen et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B21">Johnston et&#x20;al., 2018</xref>) have been put into practice.</p>
<p>Fish stock enhancement, which has been conducted worldwide since the 1970s, has been one of the most popular tools in fisheries management, but most studies have been in experimental stages (<xref ref-type="bibr" rid="B24">Kitada, 2018</xref>) and few reach their set goals (<xref ref-type="bibr" rid="B28">Li and Huang, 2011</xref>). The desired goals for stock enhancement include the enhancement of wild population, increase in food fish supplies, and improvement of fishermen&#x2019;s livelihood (<xref ref-type="bibr" rid="B19">Ingram and De Silva, 2015</xref>). The outcomes of stock enhancement will in turn affect the efforts of ranching activities and financial supports to the artificial propagation (<xref ref-type="bibr" rid="B23">Kellison and Eggleston, 2004</xref>; <xref ref-type="bibr" rid="B13">Garlock et&#x20;al., 2017</xref>).</p>
<p>It is impossible to realize the desired stocking goals if simply releasing large quantities of larvae/juvenile fish, as the success of stock enhancement is affected by factors such as stocking density, age and size of fish released, condition and health of fish, the timing of stocking, and the habitat suitability in an active adaptive management framework (<xref ref-type="bibr" rid="B6">Camp et&#x20;al., 2013</xref>). Since the evaluation of stocking success (including ecological and economic aspects) (<xref ref-type="bibr" rid="B2">Bell et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B24">Kitada, 2018</xref>) is time-consuming and expensive, modeling the stocking programs with simulation can help us assess and improve the stocking programs (<xref ref-type="bibr" rid="B19">Ingram, and De Silva, 2015</xref>). The evaluation of stocking effects is also a part of fish stock assessment; most of the stock assessment techniques can be used to estimate the stocks and biological parameters of released populations, such as natural mortality, release mortality (<xref ref-type="bibr" rid="B3">Benaka et&#x20;al., 2014</xref>), post-release survival, and recapture rate (<xref ref-type="bibr" rid="B25">Kitada et&#x20;al., 1992</xref>; <xref ref-type="bibr" rid="B51">St&#xf8;ttrup et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B39">Lyu et&#x20;al., 2021</xref>). The optimization of the release strategy must consider the technique for breeding the stocked species and fishing, and also the trade-offs between the costs of breeding and the benefits of stocking (<xref ref-type="bibr" rid="B23">Kellison and Eggleston, 2004</xref>). Research has dealt with the release strategies such as white sturgeon <italic>Acipenser transmontanus</italic> (<xref ref-type="bibr" rid="B5">Botsford and Hobbs, 1984</xref>), optimal release scenarios for summer flounder <italic>Paralichthys dentatus</italic> (<xref ref-type="bibr" rid="B23">Kellison and Eggleston, 2004</xref>), choosing the candidate stocking species (<xref ref-type="bibr" rid="B13">Garlock et&#x20;al., 2017</xref>), and optimal stocking quantities and management actions to be taken after the release (<xref ref-type="bibr" rid="B33">Liu et&#x20;al., 1994</xref>). Using the example of black seabream <italic>Acanthopagrus schlegelii</italic>, this study aims to contribute more effective stock enhancement using fish growth parameters. Most stocking programs are biomass oriented, whereby increases in catch and revenue are considered the most important expectations among fisheries and fishers, especially in developing countries/regions.</p>
<p>The black seabream is a warm-water demersal sparid found mainly in sand/silt-bottom or rocky-reef habitats of shallow coastal waters (<xref ref-type="bibr" rid="B54">Wu et&#x20;al., 2011</xref>). It is a prominent aquaculture species owing to its rapid growth rate, high adaptability in coastal waters, and high-quality protein, which commands a higher market price (<xref ref-type="bibr" rid="B54">Wu et&#x20;al., 2011</xref>). A sharp decrease in sparid catches has prompted the stocking of black seabream in Chinese waters (<xref ref-type="bibr" rid="B15">Guo et&#x20;al., 2021</xref>), with the quantity reaching 70.15 million individuals in 2017 (<xref ref-type="bibr" rid="B41">Ministry of Agriculture and Rural Affairs of the People&#x2019;s Republic of China et&#x20;al., 2018</xref>), accounting for 0.27% of the annual total quantities of China (<xref ref-type="bibr" rid="B52">Tang, 2019</xref>). Previous studies have reported on the capture&#x2013;recapture analyses of black seabream in Daya bay, northern South China Sea (SCS) (<xref ref-type="bibr" rid="B30">Lin et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B35">Liu et&#x20;al., 2019</xref>). However, the growth potential of released juvenile fish and their contributions to population recruitment are largely unknown. Using examples of the wild stocks of black seabream in the coastal waters around the Zhanjiang estuary, northern SCS, we applied a fish growth model and the density-dependent theory to simulate release scenarios and the recruitment/stocking effects of the released stocks, with an aim to describe an optimal release scenario. This study offers an improved framework for quantitative analysis of marine fish stock enhancement.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Sample Collection and Processing</title>
<p>A total of 273 wild black seabream <italic>A. schlegelii</italic> were collected from the wharf landings of fishermen who used gillnets, fishing tackle, or trawls in the sea near the Zhanjiang estuary, in June, July, and September of 2020 to April 2021. The fish samples were taken back to the laboratory for biological analysis, the standard length (<italic>L</italic>) and body mass (<italic>W</italic>) of the black sea bream were measured, and the stages of gonadal maturity were determined (<xref ref-type="bibr" rid="B18">Holden and Raitt, 1974</xref>). The length was accurate to 1&#xa0;mm, and the body mass was accurate to 0.1&#xa0;g.</p>
</sec>
<sec id="s2-2">
<title>Simulation Model</title>
<p>Estimation of the increase in body mass of released fish was based on biological data from black sea bream collected in the field. Simulation of the number and biomass of released stocks were based on the relationship between stocking density and mortality rates. To optimize the stocking effects of constant total quantity of released fish, we simulated five stocking scenarios with the months as the interval unit (<xref ref-type="table" rid="T1">Table&#x20;1</xref>). For simplicity of calculation, we assumed that the total number of fish released is 50,400, and the stocking times is 1, 2, 3, 4, and 7, respectively, in scenarios I, II, III, IV, and V, and then simulated the stocking effect in a maximum 6-month period and six more months after release. Density-dependent theory in ecology usually maintains a linear, inverse relationship between the population mortality and population density (<xref ref-type="bibr" rid="B48">Roughgarden, 1971</xref>; <xref ref-type="bibr" rid="B17">Herrando-P&#xe9;rez et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B26">Lee and Strauss, 2016</xref>). Therefore, differences in stock density during a single release may lead to varied mortality rates. Combined with the total number of fish released and their estimated natural mortality rates, the changes of the number of released fish stocks and their corresponding weight in each period could be simulated. Refer to the Ricker model to predict exponential yield (<xref ref-type="bibr" rid="B46">Ricker, 1975</xref>). Finally, the total biomass (weight/quantity) of the released fish was accumulated, and the effects of the stocking scenarios were evaluated.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Simulated stocking scenarios under different intervals of release with the constant of total quantity of fish released.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Scenario</th>
<th align="center">Intervals of release/month</th>
<th align="center">Events of stocking</th>
<th align="center">Number of fish per release</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">I</td>
<td align="char" char=".">0</td>
<td align="char" char=".">1</td>
<td align="char" char=".">50,400</td>
</tr>
<tr>
<td align="left">II</td>
<td align="char" char=".">6</td>
<td align="char" char=".">2</td>
<td align="char" char=".">25,200</td>
</tr>
<tr>
<td align="left">III</td>
<td align="char" char=".">3</td>
<td align="char" char=".">3</td>
<td align="char" char=".">12,600</td>
</tr>
<tr>
<td align="left">IV</td>
<td align="char" char=".">2</td>
<td align="char" char=".">4</td>
<td align="char" char=".">6,300</td>
</tr>
<tr>
<td align="left">V</td>
<td align="char" char=".">1</td>
<td align="char" char=".">7</td>
<td align="char" char=".">3,150</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-3">
<title>Hypothesis of the Simulation Model</title>
<p>The model assumes the following:<list list-type="simple">
<list-item>
<p>1) The mortality rate of released fish is restricted only by density. Although studies have shown that the mortality rate of released fish in wild conditions can vary with age and size (<xref ref-type="bibr" rid="B36">Lorenzen, 2000</xref>), in this study, the release interval of different batches was relatively short (months), and therefore, the effect of the size difference between the batches of released fish on mortality was ignored.</p>
</list-item>
<list-item>
<p>2) There is no significant interaction between wild and released fish stocks in stocking waters during this&#x20;study.</p>
</list-item>
</list>
</p>
</sec>
<sec id="s2-4">
<title>Data Analysis</title>
<sec id="s2-4-1">
<title>Estimation of Biological Parameters</title>
<p>The power function was used to fit the body length&#x2013;weight relationship of the black sea bream stock (<xref ref-type="bibr" rid="B47">Ricker, 1973</xref>) as follows:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi mathvariant="italic">W</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="italic">a</mml:mi>
<mml:msup>
<mml:mi mathvariant="italic">L</mml:mi>
<mml:mi>b</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <italic>W</italic> is body mass (g), <italic>L</italic> is the length (mm), <italic>a</italic> is the condition factor, and <italic>b</italic> is the growth index. The larger value of <italic>a</italic> indicates the good growth conditions of fish and the value of <italic>b</italic> can test if the fish grow uniformly, and changes in the value may be related to the nutritional conditions and life stages of the&#x20;fish.</p>
<p>Following the Snedecor statistical method of grouping by body length (<xref ref-type="bibr" rid="B49">Snedecor, 1980</xref>; <xref ref-type="bibr" rid="B8">Chen et&#x20;al., 2008</xref>):<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>C</mml:mi>
<mml:mi>I</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2217;</mml:mo>
<mml:mn>4</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where <italic>CI</italic> is class interval, <italic>R</italic> is the range between the maximum and the minimum of body length, and <italic>SD</italic> is the standard deviation of body length. The body length data were grouped in increments of 18.5&#xa0;cm, and the dominant group accounted for more than 10% of the total sample.</p>
<p>The ELEFAN I method of FiSAT II was used to analyze the body length frequency, estimate the growth parameters such as asymptotic body length (<italic>L</italic>
<sub>
<italic>&#x221e;</italic>
</sub>) and growth rate (<italic>K</italic>), and fit the von Bertalanffy growth equation of black sea bream (<xref ref-type="bibr" rid="B44">Munro and Pauly, 1983</xref>) (<xref ref-type="disp-formula" rid="e3">Eqs 3</xref>, <xref ref-type="disp-formula" rid="e4">4</xref>) is obtained by combining <xref ref-type="disp-formula" rid="e1">Eqs 1</xref>&#x2013;<xref ref-type="disp-formula" rid="e3">3</xref>.<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mi>&#x221e;</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>&#x221e;</mml:mi>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mi>b</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>The <italic>t</italic>
<sub>
<italic>0</italic>
</sub> value was estimated using Pauly&#x2019;s (<xref ref-type="bibr" rid="B45">Pauly, 1979</xref>) empirical equation:<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>log</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.3922</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.2752</mml:mn>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>log</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mi>&#x221e;</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1.038</mml:mn>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi>log</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mi>K</mml:mi>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
</sec>
<sec id="s2-4-2">
<title>Natural Mortality Rate of Released Fish Stocks</title>
<p>In certain areas, the natural mortality rate increased with an increase in juvenile fish density (<xref ref-type="bibr" rid="B42">Minto et&#x20;al., 2008</xref>). The functional response curve (<xref ref-type="bibr" rid="B32">Lindholm et&#x20;al., 2001</xref>) reflects the density&#x2013;mortality relationship (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>) and the number of juvenile fish released, then:<disp-formula id="e6">
<mml:math id="m6">
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="normal">z</mml:mi>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>where <italic>m</italic> is the monthly natural mortality rate. <italic>&#x3b1;</italic> is the constant of the specific habitat (which has little effect on the research results and thus 0.5 is taken for simplicity), <italic>x</italic> is the number of fish released/1,000, and <italic>z</italic> is the theoretical maximum mortality that can be achieved under the curve. The variable <italic>x</italic> is the density of released fish, but it is difficult to quantify due to the random and rapid dispersal of released fish in stocking waters. Therefore, the number of fish released is used to replace <italic>x</italic>, and the formula is modified accordingly. According to a simulated 30-day survival rate of black sea bream experiment (<xref ref-type="bibr" rid="B60">Zhou et&#x20;al., 2020</xref>), the initial monthly mortality rate of 2,400 black sea breams was 24.5%, and thus <italic>z</italic> is approximately 0.45 in <xref ref-type="disp-formula" rid="e6">Eq.&#x20;6</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The relationship between the natural mortality rate and the number of fish released based on a density-dependent theory. <italic>&#x3b1;</italic> is the constant of the specific habitat.</p>
</caption>
<graphic xlink:href="fenvs-09-779544-g001.tif"/>
</fig>
<p>The number of released fish was calculated as:<disp-formula id="e7">
<mml:math id="m7">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>where <italic>N</italic>
<sub>
<italic>t</italic>
</sub> is the survived number of fish at month (<italic>t</italic>), and <italic>N</italic>
<sub>
<italic>t</italic>-1</sub>is the number of fish released in previous month (<italic>t</italic>&#x2212;1).</p>
</sec>
<sec id="s2-4-3">
<title>Calculation of Resource Quantity</title>
<p>Biomass (<italic>B</italic>) is related to individual body mass and population at a given time (<xref ref-type="bibr" rid="B59">Zhan, 1995</xref>) (<xref ref-type="disp-formula" rid="e8">Eq. 8</xref>):<disp-formula id="e8">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x2217;</mml:mo>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>From <xref ref-type="disp-formula" rid="e2">Eqs 2</xref>&#x2013;<xref ref-type="disp-formula" rid="e6">6</xref>, the biomass of black seabream released was calculated as:<disp-formula id="e9">
<mml:math id="m9">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>&#x221e;</mml:mi>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mi>b</mml:mi>
</mml:msup>
<mml:mo>&#x2217;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="normal">z</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2217;</mml:mo>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>For scenarios with multiple releases, the previously released population will impact the calculation of mortality for the post-release population. When calculating the resource change under a multi-stage release strategy, the number of fish released should be added to the number of surviving fish in the previously released groups:<disp-formula id="e10">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>&#x221e;</mml:mi>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mi>b</mml:mi>
</mml:msup>
<mml:mo>&#x2217;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="normal">z</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2217;</mml:mo>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>where <italic>B</italic>
<sub>
<italic>t</italic>
</sub> is biomass at time <italic>t</italic>, <italic>N</italic>
<sub>
<italic>t</italic>
</sub> is the survived number of fish at month (<italic>t</italic>), <italic>N</italic>
<sub>
<italic>t-</italic>1</sub> is the number of released fish that survived in the previous month (<italic>t</italic>&#x2212;1), and <italic>x</italic>
<sub>
<italic>i</italic>
</sub> is the total number of live fish in multiple batches in the last month/1,000.</p>
</sec>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Standard Length and Body Mass</title>
<p>A total of 273 black sea bream samples were collected in this study. The standard length (SL) range was 74&#x2013;406&#xa0;mm, and the average was 235.65 SL. The dominant body-length groups were 129&#x2013;148&#xa0;mm (12.09%) and 259&#x2013;277&#xa0;mm (10.62%) (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Frequency distribution of <italic>Acanthopagrus schlegelii</italic> body length from Zhanjiang estuary waters, northern South China Sea.</p>
</caption>
<graphic xlink:href="fenvs-09-779544-g002.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Gonadal Development and Sex Determination</title>
<p>The gonadal stages of the black seabream were evaluated and a coefficient of sexual maturity was calculated for fish in the sea area near the Zhanjiang estuary. The breeding period of the fish was from December to March of the next year. Among the 273 fish sampled, 131 females, 88 males, and six hermaphrodites were visually identifiable as the gonad differentiation was obvious. Monthly variation in the stages of gonadal development denoting males and females is shown in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>. Gonads in stages IV and V appeared from December to March.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Monthly variations in gonad stages denoting males and females of the <italic>Acanthopagrus schlegelii</italic> sampled from Zhanjiang estuary waters. <bold>(A,B)</bold> represented the males and females respectively.</p>
</caption>
<graphic xlink:href="fenvs-09-779544-g003.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Length&#x2013;Weight Relationship</title>
<p>The relationship between the body length and body mass showed a more-or-less equivalent increase in black sea bream in this sea area. The annual body mass relationship of black sea bream was <italic>W</italic>&#x20;&#x3d; 5.092 &#xd7; 10<sup>&#x2013;5</sup> <italic>L</italic>
<sup>2.906</sup> (<italic>R</italic>
<sup>2</sup> &#x3d; 0.971) (<xref ref-type="table" rid="T2">Table&#x20;2</xref>). Comparing the body length and weight parameters in different seasons, the condition factor <italic>a</italic> was winter &#x3e; spring &#x3e; autumn &#x3e; summer. The power index <italic>b</italic> is summer &#x3e; autumn &#x3e; winter &#x3e; spring (<xref ref-type="table" rid="T2">Table&#x20;2</xref>). The <italic>b</italic> value in summer is greater than 3, reflecting positive allometric growth; the <italic>b</italic> value in autumn and winter is less than 3, indicating negative allometric growth.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Parameters of the length&#x2013;weight relationship for <italic>Acanthopagrus schlegelii</italic>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Season</th>
<th align="center">
<italic>a</italic>
</th>
<th align="center">
<italic>b</italic>
</th>
<th align="center">
<italic>R</italic>
<sup>2</sup>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Annual</td>
<td align="center">5.092 &#xd7; 10<sup>&#x2013;5</sup>
</td>
<td align="char" char=".">2.906</td>
<td align="char" char=".">0.971</td>
</tr>
<tr>
<td align="left">Spring</td>
<td align="center">3.151 &#xd7; 10<sup>&#x2013;4</sup>
</td>
<td align="char" char=".">2.578</td>
<td align="char" char=".">0.853</td>
</tr>
<tr>
<td align="left">Summer</td>
<td align="center">1.390 &#xd7; 10<sup>&#x2013;5</sup>
</td>
<td align="char" char=".">3.167</td>
<td align="char" char=".">0.981</td>
</tr>
<tr>
<td align="left">Autumn</td>
<td align="center">6.602 &#xd7; 10<sup>&#x2013;5</sup>
</td>
<td align="char" char=".">2.866</td>
<td align="char" char=".">0.977</td>
</tr>
<tr>
<td align="left">Winter</td>
<td align="center">1.154 &#xd7; 10<sup>&#x2013;4</sup>
</td>
<td align="char" char=".">2.758</td>
<td align="char" char=".">0.918</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-4">
<title>Biological Parameter</title>
<p>The von Bertalanffy growth parameters were obtained by the ELEFAN I method using the time-series and body length frequency data of black sea bream (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>) as follows: asymptotic body length <italic>L</italic>
<sub>
<italic>&#x221e;</italic>
</sub> &#x3d; 54.39&#xa0;cm, growth rate <italic>K &#x3d;</italic> 0.15, and <italic>t</italic>
<sub>0</sub> &#x3d; &#x2212;0.967.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Length frequency distribution data and growth curves estimated using ELEFAN method for <italic>Acanthopagrus schlegelii</italic>.</p>
</caption>
<graphic xlink:href="fenvs-09-779544-g004.tif"/>
</fig>
</sec>
<sec id="s3-5">
<title>Variation of the Biomass Under Release Scenarios</title>
<p>Changes in the number and biomass of black sea bream (<xref ref-type="table" rid="T3">Table&#x20;3</xref>; <xref ref-type="fig" rid="F5">Figures 5</xref>, <xref ref-type="fig" rid="F6">6</xref>) indicated that dividing the release of black seabream into two batches was best. Five kinds of release scenarios were simulated (<xref ref-type="fig" rid="F7">Figure 7</xref>), with each releasing a total of 50,400 juvenile black sea bream but at different intervals. The survival and biomass of the twice release strategies (dividing the total quantity of released fish into two batches) in December accounted for 15.81% of the total release, and the remaining strategies decreased with more release events. A one-time release strategy had the worst effect because of the high mortality rate of released stocks, and the remaining amount is 1.78 and 10.57%. Trends in the biomass and the quantity of released juvenile fish were similar. Because the individual&#x2019;s natural growth rate is lower than the rate of natural mortality, all release curves showed a downward trend. One release&#x2013;effect curve decreased monthly after a maximum in the first month, and the other release&#x2013;effect curves exhibited peaks because of multiple release events. After the last releasing (in July), the stocks and biomass of the juvenile fish under the different release scenarios decreased at different rates because of no further supplement to the existing stocks.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Simulation of percentages of the survived fish and stock size to the total amount of fish, respectively, 6&#xa0;months after release finished under scenarios I&#x2013;V.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Scenario</th>
<th align="center">Number of survived fish/%</th>
<th align="center">Stock size/%</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">I</td>
<td align="char" char=".">1.78</td>
<td align="char" char=".">10.57</td>
</tr>
<tr>
<td align="left">II</td>
<td align="char" char=".">5.50</td>
<td align="char" char=".">15.81</td>
</tr>
<tr>
<td align="left">III</td>
<td align="char" char=".">4.82</td>
<td align="char" char=".">14.70</td>
</tr>
<tr>
<td align="left">IV</td>
<td align="char" char=".">4.56</td>
<td align="char" char=".">14.36</td>
</tr>
<tr>
<td align="left">V</td>
<td align="char" char=".">4.29</td>
<td align="char" char=".">14.05</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Changes in the number survival of released fish under scenarios. Scenario I to V indicated that the total number of fish were released in one, two, three, four, and seven events, respectively, with different intervals during 6&#xa0;months.</p>
</caption>
<graphic xlink:href="fenvs-09-779544-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Changes in the biomass of survived fish under scenarios. Scenario I to V indicated that the total number of fish were released in one, two, three, four, and seven events, respectively, with different intervals during 6&#xa0;months.</p>
</caption>
<graphic xlink:href="fenvs-09-779544-g006.tif"/>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Stocking effects of the released fish on biomass replenishing under scenarios. Scenarios I to V indicated that the total number of fish were released in one, two, three, four, and seven events, respectively, with different intervals during 6&#xa0;months.</p>
</caption>
<graphic xlink:href="fenvs-09-779544-g007.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<sec id="s4-1">
<title>Optimization of Stocking Strategies</title>
<p>In this study, the effects of different scenarios were compared based on growth parameters and the estimated mortality rate. The stocking effect of twice release strategy is the best among the five releasing strategies (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>). In a practical fish stocking program, in order to achieve the effect of population replenishment, the number of released fish is usually very large (<xref ref-type="bibr" rid="B52">Tang, 2019</xref>), and the preferable released strategy needs to be optimized on species accordingly. The simulation model of <xref ref-type="bibr" rid="B57">Yamashita et&#x20;al. (2017)</xref> of an optimum stocking density of juvenile flounder <italic>Paralichthys olivaceus</italic> showed that the most important factors were prey density and the number of wild juvenile flounder. If the population size is relatively high in a certain sea area, the natural regulation within the population would lead to a slower growth rate of the fish and an increase in mortality (<xref ref-type="bibr" rid="B33">Liu et&#x20;al., 1994</xref>). In the stocking practice, multiple release sites can be selected in the target stocking sea area to reduce the drastic increase of mortality rate due to overhigh stocking density.</p>
<p>Studies have shown that the survival rate of released marine fish varied with seasons (<xref ref-type="bibr" rid="B40">Mckinnell and Lundqvist, 2000</xref>). Most of the release work of black seabream in the northern SCS has begun in summer, and is expected to be finished in autumn every year. However, insufficient attention is paid to the actual effects of both the stocking interval and the quantity of fish released in a single event, with fish being released once to many times every year (<xref ref-type="bibr" rid="B29">Liang et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B35">Liu et&#x20;al., 2019</xref>). <xref ref-type="bibr" rid="B61">Zhou (2004)</xref> summarized the releases of black seabream in the Xiangshan estuary from 1992 to 1994, which were mainly released from June to October, and the recapture rate was about 4.4%&#x2013;6.05%. In all, the total released quantity of black sea bream subsequently increased year by year, with good economic benefits. However, few quantitative studies on costs and benefits of stock enhancement have been reported, with some qualitative reports. The recapture rate of black seabream in Daya bay in November 2014 was 7.76%, exceeding that record in June 2015 (3.66%) and July 2016 (2.49%), but that the better recapture effect in November was mainly due to the larger size of the released stocks (<xref ref-type="bibr" rid="B35">Liu et&#x20;al., 2019</xref>). <xref ref-type="bibr" rid="B56">Xu et&#x20;al. (2008)</xref> suggested that to avoid the phenomenon of black sea bream being caught immediately after stocking, releases are more appropriate in the closed fishing season, generally in summer and autumn&#x2014;a time when the development of the released fish corresponds with the natural population. Based on the body length&#x2013;weight relationship in this study, the <italic>b</italic> value was higher in summer, following the closed season for fishing in the SCS, which begins in May (<xref ref-type="bibr" rid="B31">Lin and Cheng, 2009</xref>). Therefore, June to October would be more appropriate for the release of black sea bream in Zhanjiang estuary waters. The swimming and disperse ability of black sea bream after release is strong, and the number of recaptures appears to be highest at 3&#x2013;5&#xa0;months after release, and decrease sharply thereafter (<xref ref-type="bibr" rid="B35">Liu et&#x20;al., 2019</xref>). In combination with the optimal release season (June&#x2013;October), the optimum release interval of black sea bream in the Zhanjiang estuary waters would be 5&#xa0;months, with the fish first released in June, and again in October.</p>
</sec>
<sec id="s4-2">
<title>Factors Affecting the Stocking Effects</title>
<p>In this study, the release interval and natural mortality were considered to be the two most important factors on stocking effects. As for the release interval, a longer release cycle was expected to be better stocking results. The release interval constituted the biggest difference between the release strategies. Short intervals would amount to a more continuous release of the juvenile fish into the natural water, with each release event involving a relatively small number. However, shortened time intervals and insufficient dispersal of the previous batch of released fish allows for greater intraspecific competition among successive batches, with implications for survival. According to the density-dependent theory (<xref ref-type="bibr" rid="B37">Lorenzen and Enberg, 2002</xref>), increases in population density of the released fish lead to higher mortality in certain waters (<xref ref-type="bibr" rid="B33">Liu et&#x20;al., 1994</xref>). With repeated releases, the increase in population density of the released fish leads to an overall high mortality rate, and thus the natural mortality for early released fish is high. In contrast, although secondary releases may involve a large number of fish, there will be less interaction owing to the longer interval, because half of them are released later, with a short period of natural morality, resulting in a larger number of final survivors. Using a yield-per-recruit model, <xref ref-type="bibr" rid="B55">Xu (2015)</xref> simulated a release and management strategy of Chinese white prawn <italic>Penaeus chinensis</italic>, and proposed that a postponed release time somewhat could achieve greater fishing yields. Therefore, appropriately extending the time interval between two releases but within the appropriate release period can reduce the impact of natural mortality on the released fish biomass.</p>
<p>Density-dependent mortality is a key consideration in the optimization of a release strategy, as the natural mortality importantly acts on the released fish. The natural mortality rates of fish populations vary greatly at different life stages and are difficult to estimate accurately (<xref ref-type="bibr" rid="B59">Zhan, 1995</xref>). Some research believed that the rates of natural mortality were underestimated for released fish. The release strategy simulation by <xref ref-type="bibr" rid="B55">Xu (2015)</xref> deployed a constant mortality rate and assumed that the natural mortality coefficient did not conform to actual changes in the parameter, and this could affect the strategy optimization results. <xref ref-type="bibr" rid="B32">Lindholm (2001)</xref> studied the response of cod <italic>Gadus morhua</italic> larvae to changes in sea-bottom habitat based on three types of response curves depicting mortality and population density, and found that the relationship between survival rate and density of the cod was similar regardless of the type of curve. The purpose of the present study was to optimize the releasing strategy for stocking black seabream, and thus only change in one type of mortality rate was selected. There is an obvious upper limit in a mortality curve. In the case of a large quantity of released fish, the mortality rate increased, but this change did not affect the increasing trend of the amount after releasing. Therefore, although the quantity of released fish stocked in two events (scenario II in <xref ref-type="table" rid="T1">Table&#x20;1</xref>) is still high, the mortality rate will not be significantly higher than that with the other release strategies. In addition, factors affect the mortality rate of released fish, and will exert stocking effects even in circumstances of unknown mortality of released fish, but it will affect the actual stocking effects. Thus, simulation results can still provide a reference for the optimization of the release strategies.</p>
</sec>
<sec id="s4-3">
<title>Implications of Condition Factors for Fish Stocking</title>
<p>The results indicate that the growth of black seabream is better in waters of the Zhanjiang estuary area than in Daya bay because of the value of parameter <italic>a</italic> (<xref ref-type="disp-formula" rid="e1">Eq. 1</xref>) was higher for fish in the Zhanjiang estuary (4.37 &#xd7; 10<sup>&#x2013;5</sup>), compared with that for those in Daya bay (1.55 &#xd7; 10<sup>&#x2013;5</sup>) (<xref ref-type="bibr" rid="B7">Chen et&#x20;al., 2019</xref>). Seasonal variation in <italic>a</italic> revealed the trend winter &#x3e; spring &#x3e; fall &#x3e; summer. In general, the highest value of <italic>a</italic> reflects the stage of gonad maturity (<xref ref-type="bibr" rid="B59">Zhan, 1995</xref>). The gonad with maturity stage IV or V in the black seabream was observed mainly from December to March of the next year, when the inflated gonad occupied three quarters or more of the body cavity.</p>
<p>The values of the growth parameters reflect the impacts of environmental changes on life conditions of fish (<xref ref-type="bibr" rid="B12">Froese and Pauly, 2021</xref>). The <italic>a</italic> value of the stocks correspondingly varied with the different life stages of the black seabream. The growth index <italic>b</italic> (2.906) indicates the growth of fish expressed as isauxesis for length and body mass. The value of <italic>b</italic> was close to that for the black seabream in Daya bay (<xref ref-type="bibr" rid="B7">Chen et&#x20;al., 2019</xref>) and in Taiwanese waters (<xref ref-type="bibr" rid="B9">Chu et&#x20;al., 2011</xref>). Seasonal variations in <italic>b</italic> revealed the descending trend from summer, fall, winter, to spring in order. The higher <italic>b</italic> value in summer was possibly attributable to the rapid growth in body mass and faster development of gonads (<xref ref-type="bibr" rid="B59">Zhan, 1995</xref>; <xref ref-type="bibr" rid="B7">Chen et&#x20;al., 2019</xref>). This research found a lower <italic>b</italic> value in winter compared with that in summer and fall, which was possibly caused by a shortage of food and the high energy costs in the winter. Furthermore, higher seasonal fishing pressure may lead to allometric growth as well as a decrease in the quantity of bait fish (<xref ref-type="bibr" rid="B50">Stergiou and Moutopoulos, 2001</xref>).</p>
</sec>
<sec id="s4-4">
<title>Gonad Development and Sex Change</title>
<p>Male-to-female sex change in black seabream is possibly related to the body shape (<xref ref-type="bibr" rid="B53">Todd et&#x20;al., 2016</xref>). The black seabream is male in the first 2&#xa0;years (<xref ref-type="bibr" rid="B27">Lee et&#x20;al., 2001</xref>). The popular theory for explaining the gynandromorphy is the size-advantage hypothesis (<xref ref-type="bibr" rid="B43">Munday et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B22">Kazanc&#x131;o&#x11f;lu and Alonzo, 2010</xref>), which hypothesizes that the sex change of fish stocks is adaptive with the total reproductivity of the whole population, and that the body shape determines the direction of the sex change. Under this assumption, males that change to females gain more individual advantages, such as a bigger body shape and higher fecundity, which are beneficial for survival of the whole population (<xref ref-type="bibr" rid="B14">Gemmell et&#x20;al., 2019</xref>). It is imperative to take a systematic consideration, incorporating the reproductive characteristics into the optimization of stocking practice, to attain the desired stocking&#x20;goals.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>We put forward a method for optimizing the fish release strategies based on the biological characteristics, growth parameters, and mortality rates of the stocking population, which is constructive to the quantifying of fish stocking effects. Using the example of the black seabream released into the Zhanjiang estuary and adjacent waters, we established a framework to improve the stock enhancement practice. Further research is needed on the contribution of the released stocks to the replenishment of fish population, as well as their interactions with the wild stocks.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>The animal study was reviewed and approved by the Animal Experimental Ethics Committee of Guangdong Ocean University, China.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>SZ: Methodology and writing original draft preparation; LL: Fieldwork and experiments, data curation, and resources; XW: Supervision, conceptualization, reviewing and editing, and funding acquisition.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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="s10">
<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>
<ack>
<p>We gratefully thank the National Key Research and Development Program of China (2020YFD0901103) and the Program the Southern Marine Science and Engineering Guangdong Laboratory (Zhanjiang) (ZJW-2019-06) for financial support. Cynthia Kulongowski assisted with editing the language of a draft of this manuscript. Our lab members Ling Qiu and Zijie Cui helped us finish the field&#x20;work.</p>
</ack>
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