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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.2024.1337392</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>Effects of estuary reopening management on the fish community in the Nakdong River Estuary</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Hong</surname>
<given-names>Donghyun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Gim</surname>
<given-names>Jeong-Soo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Joo</surname>
<given-names>Gea-Jae</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Dong-Kyun</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Choi</surname>
<given-names>Daehyun</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Lee</surname>
<given-names>Hak-Young</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2577649"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Jeong</surname>
<given-names>Kwang-Seuk</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jo</surname>
<given-names>Hyunbin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1261056"/>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Integrated Biological Science, Pusan National University</institution>, <addr-line>Busan</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Biological Sciences, Pusan National University</institution>, <addr-line>Busan</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Water Resources Management Research Center, K-water Research Institute</institution>, <addr-line>Daejeon</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Nakdong-River Estuary Water Ecosystem Restoration Council</institution>, <addr-line>Busan</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Biological Sciences, Chonnam National University</institution>, <addr-line>Gwangju</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Nursing Science, Busan Health University</institution>, <addr-line>Busan</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Institute for Environment and Energy, Pusan National University</institution>, <addr-line>Busan</addr-line>, <country>Republic of Korea</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Lorenzo Mari, Polytechnic University of Milan, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Emily Chen, University of California, Berkeley, United States</p>
<p>Chuanxin Qin, Chinese Academy of Fishery Sciences (CAFS), China</p>
<p>C. Antunes, University of Porto, Portugal</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Hyunbin Jo, <email xlink:href="mailto:prozeva@pusan.ac.kr">prozeva@pusan.ac.kr</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1337392</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>11</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>01</day>
<month>02</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Hong, Gim, Joo, Kim, Choi, Lee, Jeong and Jo</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Hong, Gim, Joo, Kim, Choi, Lee, Jeong and Jo</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>Estuary reopening is a means of restoring estuarine habitats, which has recently been implemented in a few developed countries. The regeneration of a brackish zone in the Nakdong River Estuary (NRE), South Korea, were tested through a series of barrage reopening. During the same period, we conducted extensive fish surveys in the upper part of the NRE barrage on a monthly basis from 2017 to 2021, and subsequently determined whether fish populations and communities were affected by the reopening. The results showed that the reopening of the NRE hardly affected the fish community structure, as non-native species such as <italic>Erythroculter erythropterus</italic> and <italic>Lepomis macrochirus</italic> maintained their dominance. Still, we discovered that certain euryhaline species are positively affected by estuary reopening, as total 46 Japanese eels (<italic>Anguilla japonica</italic>) were captured after the reopening, which had not been detected before the reopening. By comparing the size structure of various fish species, we discovered that size distribution of native and migratory species presented more positively skewed pattern after the reopening, while size structure in non-native species remained relatively unchanged normally distributed pattern. Piecewise structural equation modelling revealed that the NRE had become more complex ecosystem, as migratory fish species abundance and biomass started to show a positive correlation with hydraulic factors such as discharge and negative correlation with seasonality after the reopening. We concluded that estuary reopening created some changes in migratory and native freshwater species but such changes were not notably detected in non-native species. Therefore, appropriate sluice operation methodologies, such as considering the migration seasons of migratory species, should be developed. Additionally, human-involved management policies are required to regulate non-native species populations.</p>
</abstract>
<kwd-group>
<kwd>estuary reopening</kwd>
<kwd>seawater intrusion</kwd>
<kwd>migratory species</kwd>
<kwd>non-native species</kwd>
<kwd>piecewise structural equation modelling</kwd>
<kwd>size structure</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="1"/>
<ref-count count="77"/>
<page-count count="13"/>
<word-count count="6710"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Conservation and Sustainability</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Estuaries are the only ecosystems in which saltwater and freshwater exchange biological, physical, and chemical substances (<xref ref-type="bibr" rid="B55">Pinckney et&#xa0;al., 2001</xref>). Therefore, estuaries form diverse habitat types, such as brackish zones, tidal flats, and salt marshes. These multiple associated habitat types can play important roles in the diverse biota. They provide protection from predators (<xref ref-type="bibr" rid="B71">Whitfield, 1999</xref>; <xref ref-type="bibr" rid="B49">McLusky and Elliott, 2004</xref>), nursery grounds (<xref ref-type="bibr" rid="B76">Yagi et&#xa0;al., 2011</xref>), reproductive grounds, refugia, and feeding areas where survival, development, and growth are potentially optimised (<xref ref-type="bibr" rid="B19">Elliott and Dewailly, 1995</xref>; <xref ref-type="bibr" rid="B1">Able, 2005</xref>; <xref ref-type="bibr" rid="B48">Martinho et&#xa0;al., 2007</xref>). Regardless of their ecological value, estuaries are vulnerable to various disturbances. The primary factor in many of these disturbances is anthropogenic activities due to economic activities, land reclamation, and the construction of estuarine barrages (<xref ref-type="bibr" rid="B16">Connell et&#xa0;al., 1981</xref>; <xref ref-type="bibr" rid="B77">Yoon et&#xa0;al., 2016</xref>).</p>
<p>The construction of artificial transverse structures has significantly contributed to human development (<xref ref-type="bibr" rid="B74">World Commission on Dams, 2000</xref>) but has had significant impacts on hydrological processes, such as increasing the residence time of contaminants (<xref ref-type="bibr" rid="B18">Dynesius and Nilsson, 1994</xref>; <xref ref-type="bibr" rid="B75">Wright and Worrall, 2001</xref>), and biological responses, such as species composition shifts (<xref ref-type="bibr" rid="B24">Gao et&#xa0;al., 2019</xref>). The properties of closed estuaries created by the construction of vertical structures have created disconnections between rivers and seas, converting estuaries into lake-like systems (<xref ref-type="bibr" rid="B4">Almod&#xf3;var and Nicola, 1999</xref>; <xref ref-type="bibr" rid="B2">Agostinho et&#xa0;al., 2004</xref>), with implications for their physicochemical properties and species assemblages, often leading to biodiversity degradation (<xref ref-type="bibr" rid="B57">Roshni et&#xa0;al., 2021</xref>).</p>
<p>One solution to restore biodiversity in closed estuaries is to remove the estuarine barrage and reopen the estuary to satisfy sea&#x2013;freshwater circulation (<xref ref-type="bibr" rid="B66">van Puijenbroek et&#xa0;al., 2019</xref>). Such attempts are gaining global attention as they improve biodiversity (<xref ref-type="bibr" rid="B7">Barnes et&#xa0;al., 2008</xref>) and remove physical obstacles, thus enhancing the mobility of migratory species (<xref ref-type="bibr" rid="B67">van Wichelen et&#xa0;al., 2021</xref>). Indeed, the permanent opening of the Haringvliet sluices in the Netherlands led to the successful regain of historical biota (<xref ref-type="bibr" rid="B6">Baas et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B8">Beekelaar et&#xa0;al., 2020</xref>).</p>
<p>In South Korea, estuarine barrages have been established for water management (i.e., droughts and floods) and the prevention of salt intrusion to facilitate agricultural and industrial water supplies. In the Nakdong River Estuary (NRE), the longest river in South Korea, a barrage was built in 1987, along with eight additional large-scale weirs in the upper region. This led to a decrease in the downstream brackish water zone and habitat alterations owing to a shift from lotic to lentic ecosystems (<xref ref-type="bibr" rid="B36">Jo et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B40">Ko et&#xa0;al., 2022</xref>).</p>
<p>Moreover, freshwater fish species in the upper part of estuarine barrages are often threatened by poor connectivity between habitats, the emergence of non-native species and the disappearance of native and migratory species (<xref ref-type="bibr" rid="B77">Yoon et&#xa0;al., 2016</xref>). Non-native species has begun to dominate the freshwater-estuary ecosystem through trophic and spatial alterations (<xref ref-type="bibr" rid="B33">Jang et&#xa0;al., 2002</xref>) as they are typically better at adapting to disconnected habitats which are characterised as lotic and eutrophic environments (<xref ref-type="bibr" rid="B35">Jo et&#xa0;al., 2011</xref>). Together with the destruction of lotic and brackish zones, biodiversity degradation induced by non-native species has eventually led to a decrease in fisheries in NRE. The total fish catch has been steadily decreasing since the construction of the NRE barrage (<xref ref-type="bibr" rid="B12">Busan Metropolitan City, 2023</xref>).</p>
<p>To address habitat fragmentation, the Ministry of Environment and the Ministry of Oceans and Fishes in South Korea adopted new legislation, including minimal development around the estuary, and designated it as a protected area (<xref ref-type="bibr" rid="B14">Choi et&#xa0;al., 2021</xref>). However, the introduced efforts have not been effective because of the excessive demand for development and the lack of specific laws to protect the estuary as a singular ecosystem (<xref ref-type="bibr" rid="B52">Nam et&#xa0;al., 2010</xref>). Consequently, the Korea Water Resource Corporation (K-water) and Busan Metropolitan City (located around the Nakdong River and particularly close to the NRE) took measures to restore the estuarine habitat by promoting sea-freshwater circulation in the NRE and began to transiently open the sluice of the barrage (total of seven opening tests until 2021; minimum of 38&#xa0;min and maximum of ~1 month).</p>
<p>Previous studies have shown that population shifts such as the emergence or disappearance of certain species may require a dense survey span (monthly or seasonally, <xref ref-type="bibr" rid="B46">Magilligan et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B68">Vasconcelos et&#xa0;al., 2021</xref>). Therefore, we set a monthly survey span with a relatively longer study period (five years) to obtain population shifts and resultant community changes. This study aimed to (1) identify changes at the population level (i.e. size structure changes, emergence of new species) and community level after the reopening of the NRE, (2) determine which physiochemical factors (e.g. temperature and aquatic conductivity) contributed to the fish community changes, and (3) offer appropriate suggestions for better estuarine barrage opening management to promote more natural migrations for fishes.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Description of the study area and sample collection</title>
<p>The Nakdong River is the longest river in South Korea, with a drainage area of approximately 23,384 km<sup>2</sup> and length of 510&#xa0;km. The NRE barrage, located at the lowest reach of the Nakdong River system (35&#xb0;08&#x2019;20.3&#x201d;, 128&#xb0;57&#x2019;26.2&#x201d;, in the south-eastern part of the Korean Peninsula) and 2-3km from the river mouth, was constructed from 1983 to 1987 to provide a sustainable water supply and control salt intrusion. Additionally, the NRE barrage functions as a bridge connecting the western and eastern regions, reducing traffic congestion. It is approximately 2.4&#xa0;km long and 18.7&#xa0;m high and can retain five million tons of water. The NRE barrage includes four regulating sluices (length: 47.5&#xa0;m, height: 8.3&#xa0;m) and six main sluices (length: 47.5&#xa0;m, height: 9.2&#xa0;m). The purpose of regulating the sluices is to release freshwater downstream during the rainy season (in most cases, July&#x2013;August) and to maintain the water level at low tide (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). A boat pass and two fishways were constructed along the edge of the NRE barrage (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure S1A</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Illustrations of the Nakdong River Estuarine barrage and fish sampling sites (A, B). Left: Study sites (A) and (B) are situated 3.9 and 7.8&#xa0;km away from the Nakdong River Estuarine barrage. Right: Regulating sluice (red circle) is utilised to regulate seawater intrusion.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1337392-g001.tif"/>
</fig>
<p>To analyse the spatiotemporal changes in fish communities resulting from the reopening of the NRE, we conducted fish sampling at two study sites located upstream of the barrage. As described in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, Sites A and B were 3.9 and 7.8&#xa0;km away from the barrage, respectively. Fish sampling was conducted monthly from 2017 to 2021.&#xa0;A considerable number of winter (December&#x2013;February) samples were excluded because the study area is protected as a cultural heritage site for overwintering birds (total 8-9 samplings were conducted annually). Sampling was conducted at site A starting in 2017 and 41 samplings were conducted. In contrast, at site B, sampling began in 2020 and 11 samplings were conducted. This was because site B was set as a reference area for site A and surveys were only conducted after the NRE had been reopened. At each sampling site, fish were collected by local fishermen using a commercial fyke net (mesh:10 &#xd7; 10&#xa0;mm; three sides; leader net:10m) that was deployed in the water for 48&#xa0;h (<xref ref-type="supplementary-material" rid="SF2">
<bold>Supplementary Figure S2A</bold>
</xref>). A fyke net was deployed in the riparian zone and fish were collected from different preferred environments (bushes, rocks, etc.). To further detect the impact of the estuary reopening, we conducted longline fishing before and during the reopening period, with a line of approximately 200&#xa0;m in length and fishing hooks at 3-m intervals deployed at the same location as the fyke nets and left in the water for 24&#xa0;h (<xref ref-type="supplementary-material" rid="SF2">
<bold>Supplementary Figure S2B</bold>
</xref>). Starting in 2020, one longline fishing gear was deployed at sites A and B and was deployed 10 times during this period (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<p>The morphological parameters (length &#xb1; 0.1&#xa0;cm, weight &#xb1; 0.1&#xa0;g) of the collected fish were measured after capture. If a particular species was captured too many, only about 30 individuals were randomly measured for that species per each survey. All species were released afterwards except for non-native species, such as largemouth bass (<italic>Micropterus salmoides</italic>) and blue gill (<italic>Lepomis macrochirus</italic>), as their release is prohibited by the act on protecting native and endemic species (Act on the Conservation and Use of Biological Diversity, Act No. 14513, December 27, 2016, by the Ministry of the Environment).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Reopening protocols</title>
<p>The opening procedure of the NRE barrage comprises several phases and methods. Only one regulatory sluice (sluice 9) was used to open the NRE (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref> and <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure S1B</bold>
</xref>), operated by opening the lower (underflow method, <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure S1C</bold>
</xref>) or upper (overflow method, <xref ref-type="supplementary-material" rid="SF1">
<bold>Figures A1-d</bold>
</xref>) chamber of the sluice. Seven openings were conducted from 2019 to 2021 (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), with 19,460,000 tons of intruded seawater. In 2019, the first sluice opening began on 6th June and lasted for 38&#xa0;min using the underflow method (640,000 tons, 3.3%). The second opening lasted for 1&#xa0;h, using a combination of overflow and underflow (1,010,000 tons, 5.2%).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Specific information on the each reopenings.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Reopening<break/>number</th>
<th valign="middle" rowspan="2" align="center">Start date</th>
<th valign="middle" rowspan="2" align="center">Opening duration</th>
<th valign="middle" rowspan="2" align="center">Total quantity of seawater intruded (ton)</th>
<th valign="middle" rowspan="2" align="center">Percentage of total intruded seawater<break/>(%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">1</td>
<td valign="middle" align="right">6<sup>th</sup> of June, 2019</td>
<td valign="middle" align="right">38 min</td>
<td valign="middle" align="right">640,000</td>
<td valign="middle" align="center">3.3</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="right">17<sup>th</sup> of September, 2019</td>
<td valign="middle" align="right">58 min</td>
<td valign="middle" align="right">1,010,000</td>
<td valign="middle" align="center">5.2</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" align="right">4<sup>th</sup> of June, 2020</td>
<td valign="middle" align="right">28 days</td>
<td valign="middle" align="right">9,300,000</td>
<td valign="middle" align="center">47.8</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
<td valign="middle" align="right">26<sup>th</sup> of April, 2021</td>
<td valign="middle" align="right">25 days</td>
<td valign="middle" align="right">1,790,000</td>
<td valign="middle" align="center">9.2</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="right">22<sup>nd</sup> of June, 2021</td>
<td valign="middle" align="right">28 days</td>
<td valign="middle" align="right">2,070,000</td>
<td valign="middle" align="center">10.6</td>
</tr>
<tr>
<td valign="middle" align="center">6</td>
<td valign="middle" align="right">20<sup>th</sup> of August, 2021</td>
<td valign="middle" align="right">32 days</td>
<td valign="middle" align="right">3,680,000</td>
<td valign="middle" align="center">18.9</td>
</tr>
<tr>
<td valign="middle" align="center">7</td>
<td valign="middle" align="right">19<sup>th</sup> of October, 2021</td>
<td valign="middle" align="right">25 days</td>
<td valign="middle" align="right">970,000</td>
<td valign="middle" align="center">5.0</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Starting in 2020, the sluice openings proceeded with a significantly greater magnitude and duration. For the reopening in 2020, a total of 9,300,000 tons of seawater intruded into the inner part of the NEB, which accounted for approximately 47.8% of the total amount of seawater intruded during the study period. The NRE reopening in 2020 lasted for approximately one month, and different methodologies were applied (<xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure S3</bold>
</xref>). During the first spring tide, the regulatory sluice stopped when the seawater level surpassed the freshwater level, intermittently introducing 2,580,000 tons of seawater using the overflow method. After the first spring tide, the overflow method ceased and the underflow method was used for the remaining tides (two neaps and another spring tide in between). In this case, although the regulatory sluice was continuously open, seawater did not flow into the freshwater part of the estuarine barrage because the level of seawater was lower than that of the river water. Seawater can only flow into the river during the second spring tide (1&#x2013;3 h/day), totalling 6,720,000 tons. During both open periods, we anticipated that fish migration would ease through seawater inflow. In 2021, the sluice was opened four times. The methodology for opening the regulatory sluice was similar to that applied in 2020. Therefore, we assumed that the magnitude of seawater intrusion significantly increased from the 3rd sluice opening (June 2020) and compared the changes in the fish community caused by seawater intrusion based on the 3rd sluice opening event.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Data collection and analysis</title>
<p>The fish species collected were classified into two lifestyle types: freshwater and migratory. Freshwater species were further categorised into two subcategories (native and non-native) for more detailed analysis. Lifestyle classification was performed using FishBase (<xref ref-type="bibr" rid="B20">Froese and Pauly, 2022</xref>; <ext-link ext-link-type="uri" xlink:href="http://www.Fishbase.Org/">http://www.Fishbase.Org/</ext-link>). All water quality variables were obtained from the Water Environment Information System (<ext-link ext-link-type="uri" xlink:href="https://water.nier.go.kr/web">https://water.nier.go.kr/web</ext-link>). Specifically, we utilised eight water quality parameters; water temperature (&#xb0;C), dissolved oxygen (DO, mg/L), pH, total nitrogen (TN, mg/L), total phosphorus (TP, mg/L), biological oxygen demand (BOD; mg/L), chemical oxygen demand (COD, mg/L) and suspended solid (SS, mg/L). For hydraulic data conductivity (&#x3bc;S cm/L) and discharge (m<sup>3</sup>/s), we referred to K-water (<xref ref-type="bibr" rid="B42">K-water, 2022</xref>).</p>
<p>To detect size structural changes in fish species before and after the reopening of the NRE, we drew size-frequency distribution histograms on the most abundant fish species from all subcategories using Excel 2013. Chi-square distance (<italic>x</italic>
<sup>2</sup>d) analysis was used to verify the significance of the distance. The <italic>x</italic>
<sup>2</sup>d equation is as follows:</p>
<disp-formula>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:munderover>
<mml:mo mathsize="4">&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
</mml:mrow>
</mml:munderover>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>y</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mi>y</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Where n is the number of bins, <inline-formula>
<mml:math display="inline" id="im1">
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the value in the first bin, and <inline-formula>
<mml:math display="inline" id="im2">
<mml:mrow>
<mml:msub>
<mml:mi>y</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the value in the second. This is a simple and fast approach to rank our histogram bins and was chosen because it is a suitable model for examining distributional changes when comparing two or more clusters and for measuring the similarity between two groups (<xref ref-type="bibr" rid="B15">Chung et&#xa0;al., 1989</xref>).</p>
<p>To elucidate the relationships between abiotic environmental, hydraulic, and fish community before and after the reopening of the NRE, we conducted piecewise structural equation modelling (piecewise SEM; <xref ref-type="bibr" rid="B43">Lefcheck, 2016</xref>) using R software version 4.21 using the lavaan tool (<xref ref-type="bibr" rid="B23">Gana and Broc, 2019</xref>). For the environmental factors, we applied principal component analysis (PCA) to the eight water quality parameters mentioned and investigated the coefficient loading of the eight water quality parameters using Paleontological Statistics software (PAST, version 4.05, <xref ref-type="bibr" rid="B28">Hammer et al., 2001</xref>). We selected principal component axes with an eigenvalue of 1 and above, and therefore chose three axes (PC1, PC2, and PC3). We found that seasonality (summer season feature) best described PC1, whereas productivity and nutrients best described PC2 and PC3, respectively (<xref ref-type="supplementary-material" rid="SF4">
<bold>Supplementary Figure S4</bold>
</xref>). Therefore, to simplify the model, we used three variables including eight water quality parameters. For the hydraulic factors, we used two variables: conductivity and discharge. Furthermore, fish community parameters such as freshwater and migratory species abundance/biomass were utilised, and the Shannon diversity index (<xref ref-type="bibr" rid="B60">Shannon, 1948</xref>) was utilised simultaneously. All variables used in the piecewise SEM analyses were standardised.</p>
<p>The direction of the model pathways was constructed considering aquatic ecosystem factors known to influence fish population structure (<xref ref-type="bibr" rid="B70">Wetzel, 1995</xref>). Insignificant pathways were sequentially deleted or altered until the final model with the lowest AIC was obtained. We classified all variables into three levels: ecosystem functioning groups (conductivity, discharge, seasonality, productivity, and nutrients), abundance and biomass (freshwater species abundance, migratory species abundance, freshwater species biomass, and migratory species biomass), and species diversity. We checked for multicollinearity based on each predictor&#x2019;s variance inflation factor (VIF) for each predictor. No predictor showed a VIF &gt; 3.0. The fit of paths in the models was obtained by maximum likelihood and the model fit was evaluated using Shipley&#x2019;s test of d-separation and Fisher&#x2019;s C-statistic, with P &gt; 0.05, indicating an adequate model. Bivariate scatter plots were examined to determine the linear relationships between fish sampling data, ecosystem functioning components, and species diversity. Pearson correlations derived from the preliminary analyses were also utilised in the model development process. Prior to building the SEM models, identified outliers were removed (n &#x2264; 4).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Seawater intrusion dynamics</title>
<p>
<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> shows the seawater intrusion effect owing to the opening of the regulatory sluice. Before seawater intrusion occurred, the salinity inside the NER barrage (freshwater part) was approximately 0.1 psu, whereas at the 0&#x2013;1 km upstream barrage, it was approximately 0.5 psu. In the first seawater intrusion event, where only 640,000 tons of seawater were intruded, a 1&#x2013;2-m-thick saline (&gt;2 psu) layer formed at the riverbed up to 6&#x2013;8 km upstream of the barrage. However, during the third seawater intrusion, 9,300,000 tons of seawater intruded as far as 12.4&#xa0;km upstream from the barrage. In both seawater intrusion cases, although the magnitudes of the vertical salinity distributions were different, they showed relatively similar patterns; thus, high salinity was recorded in the bottom layer, creating a 1&#x2013;4 m thick salinity layer. After every seawater intrusion, the intruded seawater was gradually diluted or washed away because of heavy rain. Additionally, Water quality parameters were compared before and after the reopening. All water quality parameters except for TN were not significantly changed (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table A1</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Salinity upstream of the Nakdong River Estuary barrage after the intrusion of different amounts of seawater. <bold>(A)</bold> Before the seawater intrusion (low salinity near the barrage and salinity below 0.1 psu in other areas). <bold>(B)</bold> After the intrusion of 640,000 tons of seawater. <bold>(C)</bold> After the intrusion of 9,300,000 tons of seawater.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1337392-g002.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Trends of fish community structure</title>
<p>Using fyke nets, total 11,119 fish belonging to 12 families and 25 species were collected and identified from 2017 to 2021 (<xref ref-type="supplementary-material" rid="SM2">
<bold>Table A2</bold>
</xref>). Before reopening, 7,143 fish belonging to 10 families and 21 species were collected. Among them, <italic>Erythroculter erythropterus</italic>, a non-native species, was dominant in the lower NRE (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref> and <xref ref-type="supplementary-material" rid="SF2">
<bold>Supplementary Figure S2C</bold>
</xref>), showing the relative abundance (RA) of 90.3%. The RA was followed by another non-native species, <italic>Lepomis macrochirus</italic>, with a RA of 4.4%. Among the native species, <italic>Hemibarbus labeo</italic> had the highest RA (1.6%) followed by <italic>Hemiculter eigenmanni</italic> (0.36%). Additionally, the migratory species with the highest RA was <italic>Lateolabrax maculatus</italic> (0.95%), followed by <italic>Mugil cephalus</italic> (0.17%; <xref ref-type="supplementary-material" rid="SM3">
<bold>Table A3</bold>
</xref>). After reopening, 3,976 fish belonging to 10 families and 23 species were collected. The RA of <italic>E. erythropterus</italic> slightly decreased to 80.8%, but RA of <italic>L. macrochirus</italic> increased to 7.2%. For native species, RA of both <italic>H. labeo and H. eigenmanni</italic> marked 3.4%. The RA of both migratory species <italic>L. maculatus</italic> and <italic>M. celphalus</italic> slightly increased to 1.2% and 0.88% respectively (<xref ref-type="supplementary-material" rid="SM3">
<bold>Table A3</bold>
</xref>). The average Shannon diversity index slightly increased after the reopening but not significant (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table A1</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Fish community trends during the survey. The purple shaded areas indicate the period of the reopening Nakdong River Estuary: <bold>(A, B)</bold> show fish abundance collected from the fyke net samplings at study sites A and B, respectively; <bold>(C)</bold> results of longline fishing conducted before and during the opening at study sites A and B (before n = 10, during n = 10). A total of 46 Japanese eels (<italic>Anguilla japonica</italic>) in the yellow eel phase were captured when the Nakdong River Estuary is reopen.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1337392-g003.tif"/>
</fig>
<p>In general, the abundance of fish at site A displayed a slightly decreasing pattern after the reopening and more individuals tended to be collected during the summer (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Meanwhile, the abundance of fish at site B fluctuated and did not display decreasing patterns during the sampling period of site B (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Non-native species accounted for more than 85%, whereas relatively small proportions of native and migratory species were collected during all field surveys at both sites.</p>
<p>Field surveys of longline fishing exhibited a different pattern from that of fyke nets (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). A total of 46 Japanese eels (<italic>Anguilla japonica</italic>) were captured during the opening, whereas no Japanese eels were detected before. All captured Japanese eels were in the yellow eel phase, which is an intermediate phase between the juvenile (glass eel) and adult (silver eel) phases (<xref ref-type="supplementary-material" rid="SF2">
<bold>Supplementary Figure S2D</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Fish populations&#x2019; size structure change</title>
<p>We analysed the size structures of the six most common species collected from fyke net sampling. The patterns differed among species. For the native species, the frequency of the smaller <italic>H. labeo</italic> and <italic>Hemiculter eigenmann</italic> increased notably after the opening began (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A, B</bold>
</xref>). The size distribution trend of both <italic>H. labeo</italic> and <italic>H. eigenmanni</italic> displayed more truncated normal distribution, as the trend of size is positively (right) skewed after the reopening. On the other hand, the size distribution of the non-native species <italic>E. erythropterus</italic> and <italic>L. macrochirus</italic> displayed more distinct normal distribution patterns after the reopening, that is, middle-sized individuals were captured more often than before the reopening (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4C, D</bold>
</xref>). For migratory species, <italic>M. cephalus</italic> and <italic>L. maculatus</italic>, exhibited a higher frequency of smaller specimens, which is relatively similar to the size distribution pattern of native species (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4E, F</bold>
</xref>). The <italic>x</italic>
<sup>2</sup>d value among the six species varied from 6.9 to 80.5, being highest for <italic>H. Labeo</italic> and lowest for <italic>L. macrulatus</italic>.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Total length frequency distributions of the six most common fish species in accordance with life-history classifications. Histogram bins in red show the size structure before the reopening of Nakdong River Estuary (2017-June 2020) and the blue bins after the opening (June 2020-2021). Black dotted lines are the median of the number of bins that representing the size distribution. <italic>x</italic>
<sup>2</sup>d is the Chi-Square distance of the bin distribution from before to after the opening. <bold>(A, B)</bold> is total length frequency of native species <italic>Hemibarbus labeo</italic> and <italic>Hemiculter eigenmanni</italic>; <bold>(C, D)</bold> is non-native species <italic>Erythroculter erythropterus</italic> and <italic>Lepomis macrochirus</italic>, respectively; <bold>(E, F)</bold> is migratory species <italic>Mugil cephalus</italic> and <italic>Lateolabrax maculatus</italic>, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1337392-g004.tif"/>
</fig>
<p>We further analysed the annual differences in total length for the six species (<xref ref-type="supplementary-material" rid="SF5">
<bold>Supplementary Figure S5</bold>
</xref>). The annual mean total length of the six species displayed fluctuating patterns; however, <italic>H. labeo, H. eigenmann</italic>, and <italic>L. macrochirus</italic> displayed more distinctive decreasing trends after reopening.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Relationship between hydraulic, environmental factors and fish community</title>
<p>Using a bivariate correlation matrix, the fish community parameters showed strong relationships with ecosystem functioning components (<xref ref-type="supplementary-material" rid="SF6">
<bold>Supplementary Figure S6</bold>
</xref>). In addition, the relationship differed depending on whether the NRE was reopened (<xref ref-type="table" rid="T2">
<bold>Tables&#xa0;2</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM4">
<bold>A4</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Pearson correlation coefficients between fish community parameters and ecosystem functioning groups before and after the reopening of the Nakdong River Estuary.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Estuary<break/>status</th>
<th valign="middle" rowspan="2" align="center">
</th>
<th valign="middle" colspan="3" align="center">Diversity<break/>(Abundance)</th>
<th valign="middle" colspan="3" align="center">Diversity<break/>(Biomass)</th>
<th valign="middle" colspan="3" align="center">Discharge<break/>(m<sup>3</sup>/s)</th>
<th valign="middle" colspan="3" align="center">Conductivity<break/>(&#x3bc;S/cm)</th>
<th valign="middle" colspan="3" align="center">Seasonality</th>
<th valign="middle" colspan="3" align="center">Productivity</th>
<th valign="middle" colspan="3" align="center">Nutrient</th>
</tr>    <tr>
<th valign="middle" align="center">
<italic>a</italic>
</th>
<th valign="middle" align="center">
<italic>R</italic>
<sup>2</sup>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
<th valign="middle" align="center">
<italic>a</italic>
</th>
<th valign="middle" align="center">
<italic>R</italic>
<sup>2</sup>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
<th valign="middle" align="center">
<italic>a</italic>
</th>
<th valign="middle" align="center">
<italic>R</italic>
<sup>2</sup>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
<th valign="middle" align="center">
<italic>a</italic>
</th>
<th valign="middle" align="center">
<italic>R</italic>
<sup>2</sup>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
<th valign="middle" align="center">
<italic>a</italic>
</th>
<th valign="middle" align="center">
<italic>R</italic>
<sup>2</sup>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
<th valign="middle" align="center">
<italic>a</italic>
</th>
<th valign="middle" align="center">
<italic>R</italic>
<sup>2</sup>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
<th valign="middle" align="center">
<italic>a</italic>
</th>
<th valign="middle" align="center">
<italic>R</italic>
<sup>2</sup>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="4" align="center">Before<break/>reopening</td>
<td valign="middle" align="center">FW abundance<break/>(n=24)</td>
<td valign="middle" align="center">-0.485</td>
<td valign="middle" align="center">0.464</td>
<td valign="middle" align="center">
<bold>0.03*</bold>
</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">0.169</td>
<td valign="middle" align="center">0.048</td>
<td valign="middle" align="center">0.316</td>
<td valign="middle" align="center">-0.685</td>
<td valign="middle" align="center">0.007</td>
<td valign="middle" align="center">0.71</td>
<td valign="middle" align="center">0.238</td>
<td valign="middle" align="center">0.204</td>
<td valign="middle" align="center">
<bold>0.028*</bold>
</td>
<td valign="middle" align="center">0.068</td>
<td valign="middle" align="center">0.014</td>
<td valign="middle" align="center">0.604</td>
<td valign="middle" align="center">-0.477</td>
<td valign="middle" align="center">0.243</td>
<td valign="middle" align="center">
<bold>0.017*</bold>
</td>
</tr>
<tr>
<td valign="middle" align="center">MI abundance<break/>(n=24)</td>
<td valign="middle" align="center">-0.041</td>
<td valign="middle" align="center">0.006</td>
<td valign="middle" align="center">0.741</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">0.056</td>
<td valign="middle" align="center">0.019</td>
<td valign="middle" align="center">0.531</td>
<td valign="middle" align="center">-1.128</td>
<td valign="middle" align="center">0.198</td>
<td valign="middle" align="center">
<bold>0.049*</bold>
</td>
<td valign="middle" align="center">0.111</td>
<td valign="middle" align="center">0.3</td>
<td valign="middle" align="center">
<bold>0.008 **</bold>
</td>
<td valign="middle" align="center">0.147</td>
<td valign="middle" align="center">0.32</td>
<td valign="middle" align="center">
<bold>0.009 **</bold>
</td>
<td valign="middle" align="center">-0.211</td>
<td valign="middle" align="center">0.201</td>
<td valign="middle" align="center">
<bold>0.036*</bold>
</td>
</tr>
<tr>
<td valign="middle" align="center">FW biomass<break/>(n=24)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">-0.458</td>
<td valign="middle" align="center">0.197</td>
<td valign="middle" align="center">
<bold>0.039*</bold>
</td>
<td valign="middle" align="center">0.104</td>
<td valign="middle" align="center">0.022</td>
<td valign="middle" align="center">0.497</td>
<td valign="middle" align="center">-0.327</td>
<td valign="middle" align="center">0.002</td>
<td valign="middle" align="center">0.859</td>
<td valign="middle" align="center">0.178</td>
<td valign="middle" align="center">0.21</td>
<td valign="middle" align="center">
<bold>0.032*</bold>
</td>
<td valign="middle" align="center">-0.156</td>
<td valign="middle" align="center">0.043</td>
<td valign="middle" align="center">0.341</td>
<td valign="middle" align="center">-0.439</td>
<td valign="middle" align="center">0.354</td>
<td valign="middle" align="center">
<bold>0.004 **</bold>
</td>
</tr>
<tr>
<td valign="middle" align="center">MI biomass<break/>(n=24)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">0.877</td>
<td valign="middle" align="center">0.393</td>
<td valign="middle" align="center">
<bold>0.003 **</bold>
</td>
<td valign="middle" align="center">0.142</td>
<td valign="middle" align="center">0.067</td>
<td valign="middle" align="center">0.233</td>
<td valign="middle" align="center">-0.321</td>
<td valign="middle" align="center">0.006</td>
<td valign="middle" align="center">0.737</td>
<td valign="middle" align="center">0.132</td>
<td valign="middle" align="center">0.213</td>
<td valign="middle" align="center">
<bold>0.027*</bold>
</td>
<td valign="middle" align="center">0.057</td>
<td valign="middle" align="center">0.048</td>
<td valign="middle" align="center">0.316</td>
<td valign="middle" align="center">-0.346</td>
<td valign="middle" align="center">0.258</td>
<td valign="middle" align="center">
<bold>0.013*</bold>
</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">After<break/>reopening</td>
<td valign="middle" align="center">FW abundance<break/>(n=17)</td>
<td valign="middle" align="center">-0.54</td>
<td valign="middle" align="center">0.292</td>
<td valign="middle" align="center">
<bold>0.025*</bold>
</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">0.854</td>
<td valign="middle" align="center">0.73</td>
<td valign="middle" align="center">
<bold>&lt;0.001***</bold>
</td>
<td valign="middle" align="center">-0.564</td>
<td valign="middle" align="center">0.318</td>
<td valign="middle" align="center">
<bold>0.018*</bold>
</td>
<td valign="middle" align="center">0.353</td>
<td valign="middle" align="center">0.39</td>
<td valign="middle" align="center">
<bold>0.007 **</bold>
</td>
<td valign="middle" align="center">0.309</td>
<td valign="middle" align="center">0.291</td>
<td valign="middle" align="center">
<bold>0.046*</bold>
</td>
<td valign="middle" align="center">0.514</td>
<td valign="middle" align="center">0.358</td>
<td valign="middle" align="center">
<bold>0.019*</bold>
</td>
</tr>
<tr>
<td valign="middle" align="center">MI abundance<break/>(n=17)</td>
<td valign="middle" align="center">0.36</td>
<td valign="middle" align="center">0.278</td>
<td valign="middle" align="center">
<bold>0.044*</bold>
</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">0.702</td>
<td valign="middle" align="center">0.656</td>
<td valign="middle" align="center">
<bold>&lt;0.001***</bold>
</td>
<td valign="middle" align="center">-0.07</td>
<td valign="middle" align="center">0.037</td>
<td valign="middle" align="center">0.491</td>
<td valign="middle" align="center">0.041</td>
<td valign="middle" align="center">0.04</td>
<td valign="middle" align="center">0.474</td>
<td valign="middle" align="center">-0.1</td>
<td valign="middle" align="center">0.115</td>
<td valign="middle" align="center">0.216</td>
<td valign="middle" align="center">-0.001</td>
<td valign="middle" align="center">&lt;0.001</td>
<td valign="middle" align="center">0.994</td>
</tr>
<tr>
<td valign="middle" align="center">FW biomass<break/>(n=17)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<bold>-</bold>
</td>
<td valign="middle" align="center">-0.51</td>
<td valign="middle" align="center">0.259</td>
<td valign="middle" align="center">
<bold>0.037*</bold>
</td>
<td valign="middle" align="center">0.569</td>
<td valign="middle" align="center">0.324</td>
<td valign="middle" align="center">
<bold>0.017*</bold>
</td>
<td valign="middle" align="center">-0.422</td>
<td valign="middle" align="center">0.252</td>
<td valign="middle" align="center">
<bold>0.048*</bold>
</td>
<td valign="middle" align="center">0.281</td>
<td valign="middle" align="center">0.247</td>
<td valign="middle" align="center">
<bold>0.043*</bold>
</td>
<td valign="middle" align="center">-0.086</td>
<td valign="middle" align="center">0.012</td>
<td valign="middle" align="center">0.681</td>
<td valign="middle" align="center">-0.386</td>
<td valign="middle" align="center">0.317</td>
<td valign="middle" align="center">
<bold>0.036*</bold>
</td>
</tr>
<tr>
<td valign="middle" align="center">MI biomass<break/>(n=17)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">0.112</td>
<td valign="middle" align="center">0.361</td>
<td valign="middle" align="center">
<bold>0.018*</bold>
</td>
<td valign="middle" align="center">0.804</td>
<td valign="middle" align="center">0.647</td>
<td valign="middle" align="center">
<bold>&lt;0.001***</bold>
</td>
<td valign="middle" align="center">-0.567</td>
<td valign="middle" align="center">0.263</td>
<td valign="middle" align="center">
<bold>0.05*</bold>
</td>
<td valign="middle" align="center">-0.03</td>
<td valign="middle" align="center">0.016</td>
<td valign="middle" align="center">0.644</td>
<td valign="middle" align="center">-0.106</td>
<td valign="middle" align="center">0.092</td>
<td valign="middle" align="center">0.253</td>
<td valign="middle" align="center">0.489</td>
<td valign="middle" align="center">0.327</td>
<td valign="middle" align="center">
<bold>0.041*</bold>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>a, slope. *P&lt; 0.05, **P&lt; 0.01, ***P&lt; 0.001. The bold font indicates a significant contributor variable. FW, freshwater species, MI, Migratory species.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>To illustrate whether the relationship between abiotic environmental and hydraulic factors changed after reopening, we fitted a piecewise SEM composed of hydraulic factors, environmental factors, and fish community parameters. The model revealed that seasonality acts as a factor with a positive correlation to both freshwater species abundance and biomass, which is also negatively correlated with diversity (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5A, B</bold>
</xref>). After the reopening of the NRE, the positive correlation between seasonality and freshwater species abundance disappeared but discharge (hydraulic factor) started showing a positive correlation with both freshwater and migratory species abundance/biomass, whereas conductivity showed a negative correlation with freshwater species biomass (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5C, D</bold>
</xref>). Productivity and nutrients were negatively correlated with the abundance of migratory species and freshwater species biomass respectively. Furthermore, unlike before the reopening, migratory species properties showed correlation with diversity; both migratory species abundance and biomass showed a positive correlation with diversity, while freshwater species abundance and biomass after the reopening began to show a negative correlation or were stronger than before.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Piecewise structural equation models (piecewise SEM) exploring the effects of environmental factors (seasonality, productivity, and nutrients) and hydraulic factors (conductivity and discharge) on fish community parameters (freshwater species (FW) abundance/biomass and migratory species (MI) abundance/biomass) and diversity. Blue arrows represent positive correlations, red arrows negative correlations, and grey broken arrows no significant correlation. <bold>(A, C)</bold> depict the effect on FW and MI abundance, while <bold>(B, D)</bold> represent the effect on biomass.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1337392-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Our results show the monthly fish community structure for five consecutive years before and during the reopening of the NRE. The overall size structure of the abundant species showed an increasing trend towards smaller sizes. However, the community structure in the NRE did not show notable responses to the reopening, with the relative abundance of the assorted fish species remaining generally stable. In other words, the reopening circumstance led to changes in fish size distribution, which can be interpreted as population changes, while community structure displayed little change. Only one correlation was identified between environmental factors and fish community parameters before the reopening: a positive correlation between seasonality and freshwater species abundance/biomass. However, the estuarine ecosystem after reopening showed more complex relationships, with other environmental and hydraulic factors, such as discharge and conductivity, showing a correlation with fish community parameters. The magnitude of seawater intrusion and recovered habitat connectivity could be relatively small compared to other studies (<xref ref-type="bibr" rid="B9">Bennett et&#xa0;al., 1985</xref>; <xref ref-type="bibr" rid="B56">Raat, 2001</xref>) as only a single sluice had been utilised to reopen the estuary. Nevertheless, some of findings in fish species make it worthy as merely partial opening of the estuary was able to create fish fauna changes.</p>
<sec id="s4_1">
<label>4.1</label>
<title>Fish population and community changes response to estuary reopening</title>
<p>Seawater intrusion plays an important role in the inducing of fish communities and spatiotemporal distribution changes (<xref ref-type="bibr" rid="B45">Love et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B37">Kantoussan et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B50">Mohamed and Hameed, 2019</xref>; <xref ref-type="bibr" rid="B3">Alam et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B39">Kim et&#xa0;al., 2020</xref>). However, we observed that the fish community structure in the NRE did not change remarkably despite a series of reopening circumstances. This unchanged community structure can be attributed to the dominance of non-native species that are less vulnerable to environmental changes. Furthermore, previous studies have shown that non-native species are better adaptors in fragmented habitats (<xref ref-type="bibr" rid="B29">Han et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B36">Jo et&#xa0;al., 2019</xref>), which suggests that temporarily opening the regulatory sluice seems unable to fully resolve the pre-occurring habitat fragmentation created by the construction of the estuarine barrage. However, although there seems to be little prominent change in the community structure, notable changes have been discovered, as we revealed the emergence of Japanese eels in the yellow eel phase when the NRE was reopened (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The Japanese eels are listed as endangered (EN) on the IUCN Red List and show a declining pattern in Korea (<xref ref-type="bibr" rid="B31">Hong et&#xa0;al., 2017</xref>). They have principal life stages: the leptocephalus, glass, elver, yellow, and silver eel phases (<xref ref-type="bibr" rid="B5">Arai, 2014</xref>). Japanese eels in the yellow phase are immature and known to inhabit a relatively broad range of habitats, from freshwater tributaries to seawater, which is known as facultative catadromy (<xref ref-type="bibr" rid="B64">Tsukamoto and Arai, 2001</xref>; <xref ref-type="bibr" rid="B41">Kutzer et&#xa0;al., 2020</xref>). The captured individuals might have originated from the upper river and tributaries, as several studies have reported on the salinity preferences of Japanese eels (<xref ref-type="bibr" rid="B22">Fukuda et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B61">Shuai et&#xa0;al., 2023</xref>), while some of them still have possibilities of emigrating from the sea when the sluice remained open. It is thus reasonable to assume that the eels sensed the seawater intrusion event in 2019-2021, and the series of reopening issues successfully created a &#x2018;temporary-brackish zone&#x2019; enough to attract euryhaline and brackish-preferring species.</p>
<p>Data on fish length can provide important clues regarding habitat alteration (<xref ref-type="bibr" rid="B59">Sarkar et&#xa0;al., 2013</xref>). We found that the size distribution of certain species changed starting from the reopening of the NRE (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Though the <italic>x</italic>
<sup>2</sup>d showed relatively various values from 6.9 to 80.5, it is not recommended to directly compare these values to others since the <italic>x</italic>
<sup>2</sup>d values are sensitive to sample sizes (<xref ref-type="bibr" rid="B10">Bergh, 2015</xref>). In this case, although <italic>x</italic>
<sup>2</sup>d values might be able to utilised as fundamental information in future study, interpreting and discussing the shape and trend of the histogram seems to be more desirable. The histogram illustrated that native and migratory species displayed an increasing trend in smaller sized individuals, presenting positive skewed pattern to some extent, while size structure for non-native species <italic>E. erythropterus</italic> and <italic>L. macrochirus</italic> remained relatively unchanged. As <xref ref-type="bibr" rid="B25">Griffiths (2010)</xref>; <xref ref-type="bibr" rid="B26">Griffiths (2012)</xref> have reported, factors that can explain such changes in fish size structure is biology and habitat suitability. For positively skewed pattern, we found that <italic>H. labeo</italic> had a significantly higher frequency of smaller individuals (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>) after the NRE reopening. <italic>H. labeo</italic> is a benthic fish species that feeds on benthic invertebrates (<ext-link ext-link-type="uri" xlink:href="http://www.fishbase.org/">http://www.fishbase.org/</ext-link>). Because seawater intrudes into freshwater along the riverbed (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>
<italic>)</italic>, <italic>H. labeo</italic> may have experienced more severe hyperosmotic stress (<xref ref-type="bibr" rid="B47">Martin and Leberg, 2011</xref>) as well as loss/changes in food diversity (<xref ref-type="bibr" rid="B30">Herbert et&#xa0;al., 2015</xref>). Migratory species mostly migrate to brackish areas to utilise as nursery grounds during the stage of larvae and juveniles (<xref ref-type="bibr" rid="B21">Fujita, 2005</xref>; <xref ref-type="bibr" rid="B72">Whitfield et al., 2012</xref>). Juvenile migratory species using such strategies can migrate more easily in physically open estuaries than disconnected estuaries, which indicates that the migratory species locomotion would gain more ease when NRE remain reopen. On the other hand, non-native species maintained their normal distribution patterns. As mentioned at the outset, the most likely reason for the maintenance of the size structure of non-native species is that they are able to endure relatively well in such reopened estuary. This also advocate that subordinate native species are less compatible with non-native species in reopened estuary. However, since there is no control groups or study sites that share distinctive characteristics with the NRE (fish species composition, water quality, presence of large estuarine barrage, etc.) in common, it would be more reasonable to conduct additional monitoring to see the substantial cause of the decreasing pattern of size structures.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Changes in influence from hydraulic and environmental factors to fish community in closed and open estuary</title>
<p>
<xref ref-type="bibr" rid="B77">Yoon et&#xa0;al. (2016)</xref> reported that fish assemblages in freshwater areas gradually changed after the NRE barrage construction. Similarly, we found that hydraulic and environmental factors in freshwater areas displayed different relationships with freshwater and migratory species abundance/biomass (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Before reopening, the only significant influencing factor on the fish community was seasonality, indicating that the summer-like environment had an indirect positive impact on the abundance and biomass of freshwater species. The following negative correlations between freshwater species biomass and diversity may be accounted for by Shannon&#x2019;s diversity index, as greater dominance decreases diversity (<xref ref-type="bibr" rid="B51">Nagendra, 2002</xref>).</p>
<p>After the reopening, hydraulic factors were correlated with fish community parameters. Increased conductivity has created an increase in diversity by reducing the biomass of freshwater species. Conductivity has been reported as one of the most controlling factors in freshwater fish species (<xref ref-type="bibr" rid="B17">Copp, 2003</xref>) and we observed that a few freshwater species increased in frequency on smaller size after the reopening. Discharge itself can have positive effects on fish communities, as greater discharge of organic matter provides a source of potential prey upstream and downstream as tidal movements distribute the material (<xref ref-type="bibr" rid="B27">Hall et&#xa0;al., 1997</xref>). The effect of this mechanism would be maximised if the NRE reopened, as the barrage sluice remained open and induced the natural mixing of seawater consistently. Therefore, it is conceivable that sea-freshwater circulation under reopening circumstances is one of the most powerful explanatory factors that influence fish community parameters and diversity.</p>
<p>The correlation between environmental factors and fish communities changed over time. Under reopening conditions, decreased seasonality, which can be interpreted as more winter characteristics, can promote an increase in diversity by increasing migratory species biomass. Migratory species, such as <italic>M. cephalus</italic> and <italic>L. maculatus</italic> have seasonal migration patterns; they spawn in the sea during winter (<xref ref-type="bibr" rid="B69">Watanabe, 1965</xref>) and would inhabit in estuaries until they achieve recruitment. Therefore, such winter migratory behaviours might be more clearly identified under reopening circumstances. Additionally, productivity and nutrients affect fish community parameters; however, each environmental parameter is influenced by the different lifestyles of the fish species. The ecological niche of a species is a determining factor in how nutrients affect the species (<xref ref-type="bibr" rid="B44">Lenat and Crawford, 1994</xref>). The nutritional impact can differ based on properties such as the prey-predator relationship (<xref ref-type="bibr" rid="B58">Sa&#x301;nchez&#x2010;Herna&#x301;ndez et al., 2021</xref>) and size distribution (<xref ref-type="bibr" rid="B73">Wilson, 1975</xref>).</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Conservation suggestions for estuary management</title>
<p>The estuary reopening successfully resulted in attracting euryhaline species, as well as changed effects of hydraulic and environmental factors on migratory species. Indeed, physical disturbances in estuarine ecosystems are the main cause of migratory species population declines and estuary reopenings are a key environment management strategy used to mitigate such physical disturbances, particularly as related to habitat disconnection. The effect of habitat connection recovery and seawater intrusion on fish community may be intensified as it gets closer to the NRE barrage, but such research related to the NRE is limited and have been conducted by different approaches (different sampling methodology and magnitude, <xref ref-type="bibr" rid="B11">Busan Metropolitan City, 2021</xref>; <xref ref-type="bibr" rid="B34">Jeong et&#xa0;al., 2022</xref>). Understanding how the degree of influence varies depending on the distance should also be identified as well. One of the potential study area is the fishways, as more than 30 species are known to utilise these fishways (<xref ref-type="bibr" rid="B77">Yoon et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B54">Park et&#xa0;al., 2020</xref>). Furthermore, an additional study site at the lower part of the NRE barrage should be established to identify the downward movement of migratory fishes.</p>
<p>As of 2021, there were several reopenings with further reopening plans being planned. Therefore, additional monitoring of reopening is expected in the future as fish community shifts require a long period (&gt;10 years) to show and be identified (<xref ref-type="bibr" rid="B38">Kiernan et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B24">Gao et&#xa0;al., 2019</xref>). If increased amount of seawater would intrude in the future reopening, it may intensify not only the currently revealed results, but also more significant changes on community structure such as relative abundances. According to past research, large brackish area from the river mouth to 40km upstream was developed before the NRE barrage had been constructed (<xref ref-type="bibr" rid="B32">Jang and Kim, 2006</xref>). This record indicates that deliberate reopening strategies are necessary, as indiscreet reopening may contaminate freshwater and groundwater that should be used as agriculture and industrial water, as well as at the water intake station which is 25km away from the NRE barrage; increasing reopening (seawater intrusion) magnitude practically subject to many restrictions. Therefore, in order to increase the diversity while maintaining the magnitude of seawater intrusion, sluice management considering species biology should be carried on. We look forward to creating a more developed brackish zone after a series of future reopenings, which should be accompanied with adequate conservation management plans.</p>
<p>Since seasonality is the most explicit explanatory variable for migratory species, it requires additional effort that maximise its impact on the migratory fish community (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). We desire a wise solution for sluice management be developed by considering diverse species-specific migrating seasons of resident migratory species, as well as globally important species, to maximise the effect of seasonality and ecological connectivity. For instance, glass eels (juvenile phase of the Japanese eel) born in the Philippine Sea (<xref ref-type="bibr" rid="B63">Tsukamoto, 2006</xref>) can utilize tidal currents on the surface layer for transport during the night (<xref ref-type="bibr" rid="B62">Tesch and Bartsch, 2008</xref>) from February to April (<xref ref-type="bibr" rid="B13">Cheng and Tzeng, 1996</xref>) when entering the mouths of rivers in East Asian countries. Therefore, a species-specific strategy for glass eels should utilize the overflow method to promote sea-freshwater exchange at the surface layer (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure S1D</bold>
</xref>) during the night from February to April. This effort would eventually increase the habitat connectivity and seasonality for important migratory species simultaneously. Other strategies should be applied for chum salmon (<italic>Oncorhynchus keta</italic>) as they prefer bottom layer movement (<xref ref-type="bibr" rid="B65">Ueno, 1992</xref>). In this case, the underflow method (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure S1C</bold>
</xref>) is required to promote natural migration. Such flexible management of estuarine barrages can increase fish diversity in estuarine ecosystems.</p>
<p>As a secondary effect, we have originally anticipated that estuary reopening would reduce the dominance of freshwater species, especially non-native species in the NRE. Though Shannon diversity value did not significantly change after reopening until now, the results of the piecewise SEM and the size distribution pattern indicates that the native and migratory species have been partly affected by reopening. Such changes could be able to potentially alter diversity in the long run. On the other hand, relative abundance and size structure of non-native species remained relatively unchanged. To promote increased diversity, reducing the number of non-native species could be an important issue, as they are the top predators in the NRE ecosystem (<xref ref-type="bibr" rid="B77">Yoon et&#xa0;al., 2016</xref>). If more seawater intruded, significant changes in the community structure in NRE may be induced, but as mentioned earlier, there are practical limitations. This suggests that there should be anthropogenic efforts to decrease the dominance and density of non-native species, if it is difficult to help naturally. One solution is to adopt a purchase loan program for diverse non-native species to control their populations. Policies for non-native species management in South Korea have been implemented to encourage fishermen to catch those (<xref ref-type="bibr" rid="B53">Park et&#xa0;al., 2021</xref>). By introducing such human-involving effort, the diversity in NRE can be effectively increased.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>Based on the reopening of the NRE, we found that seawater intrusion led to a vertically separated layer with high salinity near the riverbed. In the field survey, the community structure remained relatively unchanged, with an extreme dominance of the non-native species <italic>Erythroculter erythropterus</italic> regardless of the series of estuary reopenings. However, total 46 Japanese eels (<italic>Anguilla japonica</italic>) were collected during the opening period, whereas no eels were collected before that. The size structures of native and migratory species illustrated relatively different pattern after reopening, by exhibiting more frequent observations of smaller individuals, whereas size structure of non-native species remained relatively unchanged. These results may suggest that non-native FW species colonising in the NRE are relatively less negatively affected than native species by reopening of the estuarine barrage. Piecewise SEM revealed that the correlation between hydraulic and environmental factors and fish community parameters changed significantly, as most driving factors changed from seasonal factors to hydraulic factors, such as discharge. Therefore, species-specific protocols for sluice management to aid migratory species and human-involved population management of non-native species are required.</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/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>DH: Data curation, Investigation, Methodology, Writing &#x2013; original draft. J-SG: Data curation, Investigation, Writing &#x2013; review &amp; editing. G-JJ: Conceptualization, Funding acquisition, Writing &#x2013; review &amp; editing. D-KK: Data curation, Formal analysis, Writing &#x2013; review &amp; editing. DC: Investigation, Writing &#x2013; review &amp; editing. H-YL: Conceptualization, Writing &#x2013; review &amp; editing. K-SJ: Conceptualization, Data curation, Formal analysis, Methodology, Writing &#x2013; review &amp; editing. HJ: Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Supervision, Validation, Visualization, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s8" 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 1) a Basic Research (NRF- 2016R1D1A1B01009492) grant from the National Research Foundation (NRF) of Korea and 2) a Project Open Innovation R&amp;D grant (20-D-W-003) from K-water.</p>
</sec>
<sec id="s9" 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="s10" 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>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2024.1337392/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2024.1337392/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table_2.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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