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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.2025.1499607</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>Evaluating the ecological impacts of dominant non-indigenous sessile invertebrates in peninsular coastal ecosystems</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ubagan</surname>
<given-names>Michael Dadole</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2892228"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Lee</surname>
<given-names>Taekjun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2919601"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Yongeun</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Lee</surname>
<given-names>Jeonghee</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Jeong</surname>
<given-names>Hoon</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</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>Lee</surname>
<given-names>Yun-Sik</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Shin</surname>
<given-names>Sook</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="author-notes" rid="fn001">
<sup>*</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>Marine Biological Resource Institute, Sahmyook University</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Animal Resources Science, Sahmyook University</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Ojeong Resilience Institute, Korea University</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Biology Education, Pusan National University</institution>, <addr-line>Busan</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Institute for Future Earth, 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: James Scott Maki, Marquette University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Daniel Rittschof, Duke University, United States</p>
<p>Daniela Gabriel, CIBIO - University of the Azores, Portugal</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yun-Sik Lee, <email xlink:href="mailto:yunsiklee@pusan.ac.kr">yunsiklee@pusan.ac.kr</email>; Sook Shin, <email xlink:href="mailto:shins@syu.ac.kr">shins@syu.ac.kr</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>02</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1499607</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>02</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Ubagan, Lee, Kim, Lee, Jeong, Lee and Shin</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Ubagan, Lee, Kim, Lee, Jeong, Lee and Shin</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>Sessile invertebrates perform essential ecological functions in coastal ecosystems. This study aimed to provide an in-depth analysis of the status and distribution of sessile invertebrates along the peninsular coasts of South Korea, focusing on the potential ecological impacts of non-indigenous species. Fourteen sampling sites along the coastline of the Korean Peninsula were surveyed four times over a year, once in each season, to investigate the subtidal communities of sessile invertebrates. Based on the community data, this study identified indigenous and non-indigenous species and classified them into broadly present and regionally dominant species among geographically distinct coastal ecosystems in Korea. Effects of non-indigenous species on biodiversity within their dominance range were analyzed to identify species with potential significant ecological impacts. Results indicated that while some dominant non-indigenous species had no significant effects, others such as <italic>Amphibalanus amphitrite</italic> were associated with a loss of biodiversity in the Yellow Sea. This study highlights the importance of clearly distinguishing the range of dominant species and emphasizes the need for continuous monitoring to support early detection and inform management strategies for reducing negative impacts of non-indigenous species. This research provides new insights for assessing the influence of non-indigenous species within sessile invertebrate communities.</p>
</abstract>
<kwd-group>
<kwd>biodiversity</kwd>
<kwd>invasive species</kwd>
<kwd>Korean coastal region</kwd>
<kwd>species richness</kwd>
<kwd>community characteristics</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="3"/>
<equation-count count="3"/>
<ref-count count="93"/>
<page-count count="15"/>
<word-count count="7189"/>
</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>In coastal ecosystems, sessile invertebrates perform crucial ecological functions (<xref ref-type="bibr" rid="B63">Sar&#xe0;, 1986</xref>). These communities can exhibit multiple stable states depending on environmental conditions and disturbances (<xref ref-type="bibr" rid="B75">Sutherland, 1990</xref>). Due to their inability to relocate once settled, they are often considered a stable source of biodiversity within specific marine ecosystems (<xref ref-type="bibr" rid="B74">Stachowicz et&#xa0;al., 1999</xref>). These organisms carry out various ecological roles from their fixed positions, contributing to forming physical structures and cycling nutrients within the ecosystem (<xref ref-type="bibr" rid="B63">Sar&#xe0;, 1986</xref>). For example, sessile invertebrates such as sponges and corals can filter water and feed on organic particles, thereby supporting the health and survival of marine biological communities (<xref ref-type="bibr" rid="B73">Stachowicz et&#xa0;al., 2007</xref>). They also provide habitat and protection for other marine organisms, acting as key structural elements within the ecosystem (<xref ref-type="bibr" rid="B73">Stachowicz et&#xa0;al., 2007</xref>). As ecosystem engineers, sessile invertebrates can modify physical properties of their habitats, regulate resource availability, and facilitate interspecies interactions. These ecological functions are essential for maintaining the complexity and health of marine ecosystems (<xref ref-type="bibr" rid="B74">Stachowicz et&#xa0;al., 1999</xref>).</p>
<p>Sessile invertebrates tend to carefully select their habitats during the early larval settlement stage based on environmental factors (<xref ref-type="bibr" rid="B81">Ubagan et&#xa0;al., 2021</xref>). Additionally, specific surface structures and chemical signals play significant roles in helping larvae find suitable habitats (<xref ref-type="bibr" rid="B86">Whalan et&#xa0;al., 2015</xref>). Furthermore, larvae can avoid substrates with high mortality risks, demonstrating that their habitat choice during the larval stage can significantly impact their survival and reproduction after settlement (<xref ref-type="bibr" rid="B27">Grosberg, 1981</xref>). Due to these characteristics, extensive research has been conducted on the distribution and spread of sessile invertebrates (<xref ref-type="bibr" rid="B8">Bishop et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B87">Williams et&#xa0;al., 2016</xref>).</p>
<p>Increasingly, the introduction and spread of non-indigenous species have been threatening marine ecosystems. These species can enter marine ecosystems through various pathways, leading to reduced biodiversity and impaired ecosystem functions (<xref ref-type="bibr" rid="B8">Bishop et&#xa0;al., 2015</xref>). Non-indigenous species often possess high competitiveness and adaptability, allowing them to infringe upon indigenous species&#x2019; habitats and compete with them for resources. For example, several non-indigenous species, such as the green mussel <italic>Perna viridis</italic>, the purse oyster <italic>Isognomon bicolor</italic>, and the Pacific oyster <italic>Crassostrea gigas</italic>, exhibited higher tolerance to environmental stressors like low salinity, low oxygen, and high temperature compared to their native counterparts (<xref ref-type="bibr" rid="B45">Lenz et&#xa0;al., 2011</xref>). This ability to better withstand adverse environmental conditions may provide a significant advantage for non-indigenous species in establishing and spreading within new ecosystems. Beyond these ecological impacts, the spread of non-indigenous species can result in economic losses and social issues (<xref ref-type="bibr" rid="B87">Williams et&#xa0;al., 2016</xref>). Therefore, research and policy efforts are crucial to preventing and managing the introduction and spread of non-indigenous species (<xref ref-type="bibr" rid="B43">Lehtiniemi et&#xa0;al., 2015</xref>).</p>
<p>Recent research trends emphasize the need to distinguish whether non-indigenous species contribute to biodiversity loss in the ecosystems where they are introduced (<xref ref-type="bibr" rid="B32">Jeschike et&#xa0;al., 2014</xref>). This is because some non-indigenous species may have neutral or even positive interactions within ecosystems they invade (<xref ref-type="bibr" rid="B83">Vil&#xe0; and Hulme, 2017</xref>; <xref ref-type="bibr" rid="B28">Guerin et&#xa0;al., 2018</xref>). To make this distinction, it is important to clearly delineate the scope of their potential impacts when assessing and managing effects of non-indigenous species on ecosystems. Accurately understanding whether non-indigenous species have positive, neutral, or negative impacts is crucial for assessing their influence on ecosystems.</p>
<p>Marine ecosystems of South Korea, encompassing those in the East Sea, Korea Strait, and Yellow Sea, provide a useful environment for investigating the complex dynamics of sessile invertebrate communities (<xref ref-type="bibr" rid="B57">Park et&#xa0;al., 2017</xref>). These three coastal areas exhibit different marine environmental characteristics, significantly influencing sessile invertebrates&#x2019; distribution and community structure (<xref ref-type="bibr" rid="B81">Ubagan et&#xa0;al., 2021</xref>). The East Sea is influenced by both warm and cold currents, while the Korea Strait is primarily affected by a warm current. The shallow, semi-enclosed Yellow Sea is highly influenced by freshwater inflow. This diversity of environmental conditions within the relatively narrow coastal regions allows for research across a variety of complex habitats (<xref ref-type="bibr" rid="B14">Chang et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B17">Choi et&#xa0;al., 2009</xref>). The diversity of habitats in coastal ecosystems of South Korea is related to high biodiversity (<xref ref-type="bibr" rid="B18">Chung et&#xa0;al., 2015</xref>). Local surveys and classifications of specific invertebrates have been continuously conducted for many years (<xref ref-type="bibr" rid="B62">Ryu et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B58">Park et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B91">Yu et&#xa0;al., 2021</xref>). However, differences in survey periods and techniques among studies have limited our ability to conduct comprehensive ecological analyses.</p>
<p>This study aimed to investigate the status and distribution of sessile invertebrates along the coasts of South Korea. By identifying dominant indigenous and non-indigenous species, the ecological impacts of non-indigenous species could be understood. To achieve our aim, we categorized species into two types based on their distribution patterns: (1) broadly present species that occur across all study regions and (2) regionally dominant species that are abundant only in specific regions. We then analyzed how these non-indigenous species affect local biodiversity to identify which species have significant ecological impacts. This study aligns with current ecological research trends and can serve as an example for examining the effects of non-indigenous species.</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>Study areas and sampling sites</title>
<p>The coastal regions of South Korea are divided into three distinct areas: the East Sea, the Korea Strait, and the Yellow Sea (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Given that ports and harbors serve as primary entry points for non-indigenous species via international maritime traffic, sampling sites were strategically selected to focus on major ports that receive international trading vessels and recreational boats (<xref ref-type="bibr" rid="B6">Bailey, 2015</xref>; <xref ref-type="bibr" rid="B11">Carlton and Ruiz, 2015</xref>). Therefore, all the names of sampling sites represent the most critical harbors in each sampling site. In the East Sea, five sampling sites (Sokcho, Donghae, Jukbyeon, Yangpo, and Ulsan) were selected. In the Korea Strait, five sites (Busan, Tongyeong, Gwangyang, Yeosu, and Wando) were selected. In the Yellow Sea, four sites (Mokpo, Bieung, Dangjin, and Incheon) were chosen. Thus, a total of 14 sampling sites were selected for our investigation. These sampling sites are characterized by:</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Map for coastal regions and sampling sites with abbreviation in parentheses. East Sea (red circles): Sokcho (SC), Donghae (DH), Jukbyeon (JB), Yangpo (YP), Ulsan (US); Korea Strait (green circles): Busan (BS), Tongyeong (TY), Gwangyang (GY), Yeosu (YS), Wando (WD); Yellow Sea (blue circles): Mokpo (MP), Bieung (BE), Dangjin (DJ), Incheon (IC).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1499607-g001.tif"/>
</fig>
<p>1) Regular international traffic, including cargo ships and recreational vessels.</p>
<p>2) Diverse artificial structures such as port walls and anchors provide suitable settlement substrates for non-indigenous sessile invertebrates, which can also settle on natural substrates such as rocks and wood.</p>
<p>This site selection strategy allows for effective monitoring of the initial establishment and subsequent spread of non-indigenous species, which is crucial for early detection and management of potential invasive species in Korean coastal waters.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Sampling design</title>
<p>Sessile invertebrates at each sampling site were investigated following the method outlined in a previous study (<xref ref-type="bibr" rid="B81">Ubagan et&#xa0;al., 2021</xref>). At each sampling site, three points were selected at both ends and center of the harbor, maintaining a minimum spacing of 10 meters between points. At each point, ten acrylic attachment plates (30 cm x 30 cm, positioned with an interval of 20 cm; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1A</bold>
</xref>) were connected in a single vertical line and installed at depths ranging from 1 m to 3 m from the sea level at low tide. The plates were installed with a vertical orientation to the water surface to allow for the colonization of sessile invertebrates (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1B</bold>
</xref>). Given that these ten plates at each point were attached to a single line and thus not independent samples, data from all ten plates were combined to generate a single measurement for each point. Therefore, each sampling site yielded three independent replicate measurements (one from each point) per season.</p>
<p>Seasonal sampling can effectively capture community-level changes in invertebrates; monitoring was conducted quarterly to represent seasonal variations in community structure (<xref ref-type="bibr" rid="B80">Turner and Trexler, 1997</xref>). While some fouling organisms may complete their life cycles in shorter periods, our three-month intervals were designed to capture broader seasonal patterns (July, summer; October, fall; January, winter; April, spring) that characterize environmental conditions in South Korean coastal regions. Each attachment plate was installed during the first week of April, July, and October in 2017 and January in 2018. Monitoring of sessile invertebrates on attachment plates was carried out three months after installation (i.e., July 2017, October 2017, January 2018, and April 2018). Attachment plates were removed from under the seawater and placed on a flat surface for monitoring (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1C</bold>
</xref>). Subsequently, data were collected by capturing images of the attachment plate surfaces using a vertically fixed digital camera (Olympus Tough TG-5; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1D</bold>
</xref>). During each seasonal monitoring event, environmental parameters (water temperature and salinity) were measured once using a YSI Pro Plus meter (YSI, USA) at the time of plate monitoring (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Identification and percent cover</title>
<p>Most of the observed sessile invertebrates were identified to the genus or species level based on identification manuals (<xref ref-type="bibr" rid="B35">Kim, 1998</xref>; <xref ref-type="bibr" rid="B69">Seo, 2005</xref>; <xref ref-type="bibr" rid="B36">Kim, 2011</xref>). Due to the three-dimensional nature of target species where organisms grow on top of each other, our observations and measurements were limited to the visible top layer of organisms when photographing the plates. Identification of target species was primarily conducted in the field and confirmed in the laboratory using image data. In instances where species identification posed difficulties, additional samples were collected from attachment plates for further examination. Through these extensive identification efforts, unidentified coverage area was less than 1% of the total attachment plate area. Monitoring image data of each attachment plate was processed using ImageJ software (<xref ref-type="bibr" rid="B65">Schneider et&#xa0;al., 2012</xref>) to calculate the area of each identified species. The percent cover was calculated as the ratio of the area occupied by each identified species to the total area of the attachment plate. This measure of percent cover was used as a proxy for species abundance. Species richness was determined as the total number of species present on each plate, while species diversity was calculated using the Shannon-Wiener index based on the presence and relative proportions of different species. These methods have been widely employed to measure the recruitment potential and community characteristics of sessile invertebrates (<xref ref-type="bibr" rid="B26">Fisk and Harriott, 1990</xref>; <xref ref-type="bibr" rid="B29">Guy-Haim et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B81">Ubagan et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B40">Lee et&#xa0;al., 2022</xref>).</p>
<p>The classification of species as indigenous or non-indigenous was based on published taxonomic and biogeographic literature (see <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> for complete references). This literature-based approach, while not able to determine the exact arrival dates of non-indigenous species, provides the most reliable scientific basis currently available for distinguishing between indigenous and non-indigenous species in coastal waters of South Korea (<xref ref-type="bibr" rid="B50">Lozano et&#xa0;al., 2017</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>List of observed species and their abbreviations (species identified as non-indigenous are specially indicated with references).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Species</th>
<th valign="middle" align="center">Abbreviation</th>
<th valign="middle" align="center">Non-indigenous or not</th>
<th valign="top" align="center">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="4" align="left">Halichondriidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Halichondria bowerbanki</italic>
</td>
<td valign="middle" align="center">HBO</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B82">Vethaak et&#xa0;al., 1982</xref>; <xref ref-type="bibr" rid="B24">Evcen et&#xa0;al., 2023</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Tubulariidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Ectopleura crocea</italic>
</td>
<td valign="middle" align="center">ECR</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B66">Schuchert, 2010</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Mytilidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Mytilus galloprovincialis</italic>
</td>
<td valign="middle" align="center">MGA</td>
<td valign="middle" align="center">Non-indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B70">Seo and Lee, 2009</xref>; <xref ref-type="bibr" rid="B57">Park et&#xa0;al., 2017</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Ostreidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Magallana gigas</italic>
</td>
<td valign="middle" align="center">MGI</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B41">Lee et&#xa0;al., 2024</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Balanidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Amphibalanus amphitrite</italic>
</td>
<td valign="middle" align="center">AAM</td>
<td valign="middle" align="center">Non-indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B3">Anderson and Underwood, 1994</xref>; <xref ref-type="bibr" rid="B70">Seo and Lee, 2009</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Amphibalanus eburneus</italic>
</td>
<td valign="middle" align="center">AEB</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B52">Marchini et&#xa0;al., 2015</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Amphibalanus improvisus</italic>
</td>
<td valign="middle" align="center">AIM</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B34">Kerckhof, 2002</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Balanus trigonus</italic>
</td>
<td valign="middle" align="center">BTR</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B34">Kerckhof, 2002</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Megabalanus rosa</italic>
</td>
<td valign="middle" align="center">MRO</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B47">Liu, 2008</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Perforatus perforatus</italic>
</td>
<td valign="middle" align="center">PPE</td>
<td valign="middle" align="center">Non-indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B57">Park et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B37">Kim et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Bugulidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Bugula neritina</italic>
</td>
<td valign="middle" align="center">BNE</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B19">Costello et al., 2001</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Bugulina californica</italic>
</td>
<td valign="middle" align="center">BCA</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B25">Fehlauer-Ale et&#xa0;al., 2015</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Candidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Tricellaria occidentalis</italic>
</td>
<td valign="middle" align="center">TOC</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B47">Liu, 2008</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Membraniporidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Jellyella tuberculata</italic>
</td>
<td valign="middle" align="center">JTU</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B77">Taylor and Monks, 1997</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Schizoporellidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Schizoporella unicornis</italic>
</td>
<td valign="middle" align="center">SUN</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B88">Winston and Maturo, 2009</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Watersiporidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Watersipora subtorquata</italic>
</td>
<td valign="middle" align="center">WSU</td>
<td valign="middle" align="center">Non-indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B67">Scott, 2020</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Didemnidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Didemnum vexillum</italic>
</td>
<td valign="middle" align="center">DVE</td>
<td valign="middle" align="center">Non-indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B48">Locke et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B49">Long and Grosholz, 2015</xref>; <xref ref-type="bibr" rid="B20">Costello et&#xa0;al., 2021</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Ascidiidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Ascidiella aspersa</italic>
</td>
<td valign="middle" align="center">AAS</td>
<td valign="middle" align="center">Non-indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B1">Agius, 2007</xref>; <xref ref-type="bibr" rid="B51">Lynch et&#xa0;al., 2016</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Cionidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Ciona robusta</italic>
</td>
<td valign="middle" align="center">CRO</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B10">Brunetti et&#xa0;al., 2015</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Ciona savignyi</italic>
</td>
<td valign="middle" align="center">CSA</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B55">Nydam and Harrison, 2007</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Molgulidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Molgula manhattensis</italic>
</td>
<td valign="middle" align="center">MMA</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B79">Trott, 2004</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Pyuridae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Herdmania momus</italic>
</td>
<td valign="middle" align="center">HMO</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B39">Kott, 2002</xref>)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Styelidae</th>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Botrylloides diegensis</italic>
</td>
<td valign="middle" align="center">BDI</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B61">Ritter and Forsyth, 1917</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Botryllus schlosseri</italic>
</td>
<td valign="middle" align="center">BSC</td>
<td valign="middle" align="center">Non-indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B12">Carver et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B22">Dijkstra et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B42">LeGresley et&#xa0;al., 2008</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Botrylloides violaceus</italic>
</td>
<td valign="middle" align="center">BVI</td>
<td valign="middle" align="center">Non-indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B12">Carver et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B1">Agius, 2007</xref>; <xref ref-type="bibr" rid="B42">LeGresley et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B30">Costello et&#xa0;al., 2021</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Styela clava</italic>
</td>
<td valign="middle" align="center">SCL</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B31">Howson and Picton, 1997</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Styela plicata</italic>
</td>
<td valign="middle" align="center">SPL</td>
<td valign="middle" align="center">Non-indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B1">Agius, 2007</xref>; <xref ref-type="bibr" rid="B42">LeGresley et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B21">de Barros et&#xa0;al., 2009</xref>)</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>&#x2003;Symplegma reptans</italic>
</td>
<td valign="middle" align="center">SRE</td>
<td valign="middle" align="center">Indigenous</td>
<td valign="top" align="center">(<xref ref-type="bibr" rid="B38">Kott, 1985</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Statistical analysis</title>
<p>Data from all ten plates were pooled for each point within a site and season to generate a single measurement of percent cover, species richness, and diversity. Therefore, all statistical analyses were conducted using three true replicates per site (from the three separate points), with each replicate representing the combined data from ten plates.</p>
<p>In this study, the Shannon-Wiener Diversity index (<italic>H&#x2019;</italic>) was used to evaluate species diversity of the invertebrate community at each sampling site. The Shannon-Wiener Diversity index is a comprehensive metric that considers species richness and evenness of species abundance within a community. This index is commonly used in ecological research. It was calculated using the following equation (<xref ref-type="bibr" rid="B71">Shannon, 1948</xref>):</p>
<disp-formula>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:mi>H</mml:mi>
<mml:mo>'</mml:mo>
<mml:mo>=</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>S</mml:mi>
</mml:msubsup>
<mml:msub>
<mml:mi>p</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<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>p</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <italic>p</italic>i was the relative frequency of species <italic>i</italic> in the community and <italic>S</italic> was the number of species in that community. In this study, we designed our research to investigate the potential influence of four monitoring time points and three different coastal regions as primary factors affecting the clustering of sessile invertebrates. To assess the impact of these two factors, we conducted a two-way analysis of variance (ANOVA) considering environmental variables (sea surface temperature and salinity) and community characteristics (abundance, species richness, Shannon-Wiener diversity index).</p>
<p>To differentiate between broadly present species, which are significantly abundant across all regions, and regionally dominant species, which are significantly abundant in specific regions, we used Z-score and Indicator value (IndVal). The Z-score was used to identify broadly present species. A Z-score standardizes the frequency of each species, indicating standard deviations from the mean (<xref ref-type="bibr" rid="B85">Warner, 2016</xref>). This allowed us to evaluate whether the frequency of a particular species in each region was statistically significant. The mean and standard deviation of the frequency for each species were calculated and used to convert the frequency into a Z-score. The Z-score was calculated as follows:</p>
<disp-formula>
<mml:math display="block" id="M2">
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>X</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3bc;</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <italic>X</italic> was the percent cover of each species, <italic>&#x3bc;</italic> was the mean percent cover of all detected species, and <italic>&#x3c3;</italic> was the standard deviation of percent covers of all detected species. If a species has a Z-score of 1.96 or higher, the species is significantly more abundant than average at a 95% confidence interval. Therefore, species with a Z-score higher than 1.96 were classified as broadly present species.</p>
<p>For regionally dominant species, indicator value (IndVal) of species was determined following the approach outlined by <xref ref-type="bibr" rid="B23">Dufr&#xea;ne and Legendre (1997)</xref>. The maximum value of IndVal is 1.00 when all individuals of a species are exclusively found in a single treatment group of sites (indicating high specificity) and when the species is present in all sites within that group (indicating high fidelity). In essence, the IndVal takes into account both specificity and fidelity simultaneously, with the goal of identifying species that exhibit a significant preference for the analyzed site or treatment group.</p>
<p>Among non-indigenous species, broadly present species and regionally dominant species were selected. Although two-way ANOVA did not indicate significant differences in most community characteristics, species richness varied depending on season. Consequently, Min-Max normalization was employed to normalize the Shannon-Wiener index by season. This data transformation method involves organizing data based on the maximum and minimum values ratio, adjusting all values within a range of 0 to 1. In this study, the normalized Shannon-Wiener index was calculated using the following formula:</p>
<disp-formula>
<mml:math display="block" id="M3">
<mml:mrow>
<mml:mtable>
<mml:mtr><mml:mtd columnalign="left"><mml:mtext>Normalized&#xa0;Shannon</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>Wiener&#xa0;Index&#xa0;</mml:mtext>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>N</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>r</mml:mi>
<mml:mo>.</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:msup>
<mml:mi>H</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo stretchy="false">)</mml:mo>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd columnalign="left">
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>g</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>t</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:msup>
<mml:mi>H</mml:mi>
<mml:mo>'</mml:mo>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>M</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>m</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:msup>
<mml:mi>H</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:msup>
<mml:mi>H</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>M</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>m</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>H</mml:mi>
<mml:mo>'</mml:mo>
</mml:mrow>
</mml:mfrac></mml:mtd></mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Linear regression analyses were performed to examine relationships between the percent cover (%) of selected non-indigenous and the Normalized Shannon - Wiener Index. If the estimated slope of the linear regression analysis showed a significant negative correlation, it indicated that an increase in the abundance of the non-indigenous species was associated with a decrease in the biodiversity of the sessile invertebrate community. To unravel this relationship, the null hypothesis that the regression slope was non-negative was tested using one-sided t-test.</p>
<p>Two-way ANOVA and linear regression analysis were conducted using statistical analysis software (<xref ref-type="bibr" rid="B64">SAS Institute, 2011</xref>). IndVal analyses were performed using R version 4.3.1. The &#x2018;indval&#x2019; function in the labdsv package was employed. The R programming language was obtained from <ext-link ext-link-type="uri" xlink:href="http://cran.r-project.org">http://cran.r-project.org</ext-link> (<xref ref-type="bibr" rid="B59">R Core Team, 2013</xref>). All analyses were conducted at a significant level of 5%.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Environmental variable</title>
<p>Sea surface temperature and salinity data in the three coastal regions from 2017 to 2018 were collected (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>
<bold>;</bold> <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). The average sea surface temperature exhibited significant variations depending on the season, clearly indicating seasonal effects. The lowest average temperature was recorded in January 2018 at 10.93&#xb0;C &#xb1; 0.49&#xb0;C in the East Sea, while the highest average temperature of 23.63&#xb0;C &#xb1; 0.86&#xb0;C was observed in the Yellow Sea in July 2017. Similarly, other coastal regions displayed similar seasonal temperature trends. Salinity levels also varied with different patterns. In January 2018, the East Sea had the highest average salinity at 34.57 &#xb1; 0.53 psu, whereas the Korean Strait had the lowest average salinity in July at 30.02 &#xb1; 5.62. These observations were further emphasized through a two-way ANOVA (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>). In the sea surface temperature analysis, the effect of season was highly significant (<italic>F</italic>
<sub>3, 56</sub> = 105.9, <italic>p</italic> &lt; 0.001). However, the coastal region&#x2019;s effect was insignificant (<italic>F</italic>
<sub>2, 56</sub> = 2.36, <italic>p</italic> = 0.11), indicating that seasonal variations primarily drove regional differences. Furthermore, both effects of monitoring time points and coastal regions on salinity were significant (<italic>F</italic>
<sub>3, 56</sub> = 3.74, <italic>p</italic> = 0.018 for sea surface temperature; <italic>F</italic>
<sub>2, 56</sub> = 6.3, <italic>p</italic> = 0.004 for salinity).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Temporal variations in sea surface temperature (&#xb0;C; <bold>A</bold>) and salinity (psu; <bold>B</bold>) in coastal regions across sampling date. The accompanying error bar represents standard deviation.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1499607-g002.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Observed sessile invertebrates</title>
<p>During a year of monitoring, a total of 16 families and 28 species were identified (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Among them, nine species were classified as non-indigenous based on the literature (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). These species include <italic>Mytilus galloprovincialis</italic> (MGA), <italic>Amphibalanus amphitrite</italic> (AAM), <italic>Perforatus perforatus</italic> (PPE), <italic>Watersipora subtorquata</italic> (WSU), <italic>Didemnum vexillum</italic> (DVE), <italic>Ascidiella aspersa</italic> (AAS), <italic>Botryllus schlosseri</italic> (BSC), <italic>Botrylloides violaceus</italic> (BVI), and <italic>Styela plicata</italic> (SPL) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Percent cover of observed species</title>
<p>Seasonal variations in dominant species and the presence of non-indigenous species were investigated based on percent cover of observed species on attachment plates at different sampling sites (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). In July 2017, the dominant species in the East Sea were <italic>B. schlosseri</italic> and <italic>W. subtorquata</italic>. These two non-indigenous species showed the highest percent cover of 4.3% at DH and 6.7% at YP, respectively. In the Korea Strait, the dominant species was <italic>P. perforatus</italic> at BS with an percent cover of 15.3% and <italic>A. aspersa</italic> at TY with an percent cover of 8.1%. In the Yellow Sea, dominant species included <italic>D. vexillum</italic> at BE with a percent cover of 13.6% and <italic>Tricellaria occidentalis</italic> at IC with a percent cover of 11.1%. In October 2017, the East Sea was dominated by <italic>M. galloprovincialis</italic> at YP with a percent cover of 6.7%. The Korea Strait was dominated by <italic>M. galloprovincialis</italic> at BS with a substantial percent cover of 44.6%. In the Yellow Sea, <italic>A. amphitrite</italic>, a non-indigenous species, was the dominant species at Incheon with a percent cover of 10.8%. The significant presence of <italic>M. galloprovincialis</italic> in both the East Sea and Korea Strait indicated its strong seasonal adaptation in October 2017. In January 2018, <italic>M. galloprovincialis</italic> dominated YP in the East Sea with a percent cover of 16.0%. The Korea Strait showed dominance by <italic>D. vexillum</italic> at YS with an percent cover of 11.3% and <italic>Amphibalanus eburneus</italic> at TY with a percent cover of 20.6%. In the Yellow Sea, <italic>M. galloprovincialis</italic> was highly prevalent at MP with a percent cover of 44.4%, while <italic>D. vexillum</italic> was dominant at BE with a percent cover of 22.2%. In April 2018, the dominant species in the East Sea was <italic>D. vexillum</italic> at YP and US with percent cover of 20.1% and 11.4%, respectively. The Korea Strait featured <italic>A. aspersa</italic> as a dominant species at TY with a percent cover of 17.6% and <italic>Amphibalanus improvisus</italic> at YS with a percent cover of 34.9%. The Yellow Sea&#x2019;s dominant species included <italic>M. galloprovincialis</italic> at MP with a percent cover of 46.8% and <italic>D. vexillum</italic> at BE with an percent cover of 8.2%. Two-way ANOVA of total percent cover of non-indigenous species (grayscale bar in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref>) showed no significant differences among sampling dates (<italic>F</italic>
<sub>3,55</sub> = 1.45, <italic>p</italic> = 0.2423), but revealed significant differences among coastal regions (<italic>F</italic>
<sub>2,55</sub> = 4.05, <italic>p</italic> = 0.0244). <italic>Post-hoc</italic> Tukey test indicated that the Yellow Sea had significantly higher percent cover of non-indigenous species compared to the Korea Strait (<italic>p</italic> &lt; 0.05).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Percent cover (%) of observed species on attachment plates for each sampling site according to sampling date [<bold>(A)</bold> Summer, 2017-07; <bold>(B)</bold> Fall, 2017-10; <bold>(C)</bold> Winter, 2018-01; <bold>(D)</bold> Spring, 2018-04). Dominant species and their percent cover (in parentheses) are indicated above the bar for each sampling site. Species shown in grayscale and marked with an asterisk (*) indicate non-indigenous species.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1499607-g003.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Characteristics of communities</title>
<p>Community characteristics of sessile invertebrates were analyzed based on data collected from three coastal regions (East Sea, Korea Strait, and Yellow Sea) at four different time points (July 2017, October 2017, January 2018, and April 2018). For all species combined, means and standard deviations of total abundance, species richness, and Shannon-Wiener Index for each sampling date and region were estimated and tested by two-way ANOVA to determine whether there was a significant difference according to sampling date and region (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>
<bold>;</bold> <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S4, S5</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Means and standard errors of total abundance <bold>(A)</bold>, species richness <bold>(B)</bold>, and Shannon index <bold>(C)</bold> were calculated for each sampling date across the coastal region. A two-way ANOVA revealed a significant difference in species richness among sampling dates (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref>). Groups labelled with the same letter indicate that the group is statistically equivalent (Tukey&#x2019;s test; <italic>p</italic> &lt; 0.05).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1499607-g004.tif"/>
</fig>
<p>The mean total abundance of invertebrates varied across sampling dates and regions. The East Sea showed the highest mean abundance (28.8 &#xb1; 15.7) in October 2017 and the lowest (16.5 &#xb1; 4.2) in April 2018. In the Korea Strait, the highest mean abundance (34.7 &#xb1; 15.9) was observed in April 2018 and the lowest (20.3 &#xb1; 3.7) was observed in October 2017. The Yellow Sea exhibited the highest mean abundance (29.7 &#xb1; 10.0) in April 2018 and the lowest (11.9 &#xb1; 6.3) in July 2017. A two-way ANOVA revealed no significant difference in total abundance across sampling dates (<italic>F</italic>
<sub>3, 55</sub> = 0.914, <italic>p</italic> = 0.442) or regions (<italic>F</italic>
<sub>2, 55</sub> = 0.769, <italic>p</italic> = 0.470). Species richness represented by the mean number of species also varied across sampling dates and regions. The East Sea showed the highest species richness (12.0 &#xb1; 1.8) in October 2017 and the lowest (9.4 &#xb1; 0.9) in April 2018. In the Korea Strait, the highest species richness was recorded at 11.4 &#xb1; 1.2 in October 2017 and the lowest one (8.0 &#xb1; 1.1) was found in April 2018. The Yellow Sea exhibited the highest species richness (11.5 &#xb1; 1.7) in January 2018 and the lowest (4.8 &#xb1; 2.2) in April 2018. A two-way ANOVA indicated significant differences in species richness across sampling dates (<italic>F</italic>
<sub>3, 55</sub> = 3.784, <italic>p</italic> = 0.017), while no significant difference was found across regions (<italic>F</italic>
<sub>2, 55</sub> = 0.507, <italic>p</italic> = 0.606). These results indicated that species richness was higher in October 2017, corresponding to the Fall season than in other sampling dates (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). The Shannon-Wiener diversity index known to consider both species richness and evenness was analyzed. The East Sea had the highest mean Shannon index (1.5 &#xb1; 0.5) in October 2017 and the lowest (1.1 &#xb1; 0.3) in July 2017. In the Korea Strait, the highest Shannon index (1.628 &#xb1; 0.253) was observed in July 2017 and the lowest one (1.4 &#xb1; 0.3) was found in April 2018. The Yellow Sea showed the highest Shannon index (1.5 &#xb1; 0.3) in January 2018 and the lowest (0.9 &#xb1; 0.5) in April 2018. Two-way ANOVA results showed no significant difference in corrected Shannon index across sampling dates (F3, 55 = 0.862, p = 0.468) or regions (F2, 55 = 0.839, p = 0.439).</p>
<p>In summary, while total abundance and the Shannon-Wiener diversity index did not show significant variation across different sampling dates or regions, species richness was significantly higher in Fall than those from other sampling dates.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Broadly present species and regionally dominant species</title>
<p>According to the season, the three broadly present species were significantly more dominant based on Z-score analysis (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S6</bold>
</xref>). The Fall sampling showed an average percent cover (<italic>Balanus trigonus</italic>) of 3.2% for indigenous species, with a Z-score of 2.15. In contrast, for non-indigenous species, <italic>B. schlosseri</italic> exhibited a percent cover of 4.8% (Z-score = 2.17) in the summer sampling and <italic>M. galloprovincialis</italic> showed a percent cover of 6.0% (Z-score = 1.96) in the winter sampling.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Indigenous and non-indigenous species for broadly present species identified using Z-scores across different sampling periods (numbers in parentheses represent percent cover and the Z-score, respectively).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center"/>
<th valign="middle" align="center">Summer (2017-07)</th>
<th valign="middle" align="center">Fall (2017-10)</th>
<th valign="middle" align="center">Winter (2018-01)</th>
<th valign="middle" align="center">Spring (2018-04)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Indigenous species</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>Balanus trigonus</italic>
<break/>(BTR; 3.2%, 2.15)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">Non-indigenous species</td>
<td valign="middle" align="center">
<italic>Botryllus schlosseri</italic>
<break/>(BSC; 4.8%, 2.17)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>Mytilus galloprovincialis</italic>
<break/>(MGA; 6.0%, 1.96)</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Indigenous and non-indigenous species of regionally dominant species were subjected to Indicator (IndVal) analysis (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). In the East Sea, the indigenous species <italic>Halichondria bowerbanki</italic> demonstrated a significant IndVal of 0.495. The non-indigenous species <italic>P. perforatus</italic> showed a notable IndVal of 0.656. The Korea Strait&#x2019;s data revealed no significant indigenous or non-indigenous species. The Yellow Sea showed significant indigenous species, including <italic>Bugulina californica</italic> (IndVal: 0.324), <italic>Ciona savignyi</italic> (IndVal: 0.835), and <italic>Molgula manhattensis</italic> (IndVal: 0.250). In terms of non-indigenous species, <italic>A. amphitrite</italic> and <italic>D. vexillum</italic> had IndVal of 0.480 and 0.420, respectively.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Indigenous and non-indigenous species for regionally dominant species with statistically significant IndVal across different coastal regions (<italic>p</italic> &lt; 0.05, numbers in parentheses represent IndVal values of respective species in each region).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Indigenous vs non-indigenous</th>
<th valign="middle" align="center">East Sea</th>
<th valign="middle" align="center">Korea Strait</th>
<th valign="middle" align="center">Yellow Sea</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Indigenous species</td>
<td valign="middle" align="left">
<italic>Halichondria bowerbanki</italic> (HBO; 0.495)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="left">
<italic>Bugulina californica</italic> (BCA; 0.324)<break/>
<italic>Ciona savignyi</italic> (CSA; 0.835)<break/>
<italic>Molgula manhattensis</italic> (MMA; 0.250)</td>
</tr>
<tr>
<td valign="middle" align="left">Non-indigenous species</td>
<td valign="middle" align="left">
<italic>Perforatus perforatus</italic> (PPE; 0.656)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="left">
<italic>Amphibalanus amphitrite</italic> (AAM; 0.480)<break/>
<italic>Didemnum vexillum</italic> (DVE; 0.420)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Relationship between non-indigenous species and biodiversity</title>
<p>Linear regression analyses were performed to examine the relationship between percent cover (%) of selected non-indigenous species (broadly present species and regionally dominant species) and normalized Shannon-Wiener index (H&#x2019;) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). The 95% confidence intervals for slopes and intercepts of each regression analysis are summarized in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S7</bold>
</xref>.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Linear regression analyses examining the relationship between selected non-indigenous species&#x2019; percent cover (%) and normalized Shannon-Wiener index (H&#x2019;). Broadly present species: <bold>(A)</bold> <italic>Botryllus schlosseri</italic> (BSC), <bold>(B)</bold> <italic>Mytilus galloprovincialis</italic> (MGA); regionally dominant species: <bold>(B)</bold> <italic>Amphibalanus amphitrite</italic> (AAM), <bold>(D)</bold> <italic>Didemnum vexillum</italic> (DVE), and <bold>(E)</bold> <italic>Perforatus perforatus</italic> (PPE). Red lines represent regression lines with their respective equations shown. The horizontal dashed line indicates average of normalized Shannon-Wiener Index (Avg. Nor. H&#x2019;). Blue and orange dots represent data points higher or lower than Avg. nor. H&#x2019;, respectively. R&#xb2; values, confidence intervals for the slope and intercept, and hypothesis test results for the slopes are provided. Detailed confidence intervals are summarized in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S5</bold>
</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1499607-g005.tif"/>
</fig>
<p>For broadly present species, regression analysis showed that <italic>B. schlosseri</italic> had a regression line of <italic>y</italic> = &#x2212;0.029<italic>x</italic> + 0.55 with an R<sup>2</sup> value of 0.1440 and that <italic>M. galloprovincialis</italic> had a regression line of <italic>y</italic> = 0.011<italic>x</italic> + 0.42 with an R<sup>2</sup> value of 0.1830 (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5A, B</bold>
</xref>). <italic>B. schlosseri</italic> displayed a negative slope. However, statistical analysis indicated that this result was insignificant (<italic>t</italic> = -1.3005, <italic>p</italic> = 0.1113). The slope of <italic>M. galloprovincialis</italic> was not statistically significant either (<italic>t</italic> = 1.5698, <italic>p</italic> = 0.9276). For regionally dominant species, the regression analysis for <italic>A. amphitrite</italic> showed a significant negative correlation with a slope of -0.053 (<italic>t</italic> = -1.8439; <italic>p</italic> &lt; 0,0441) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). The equation of the regression line was <italic>y</italic> = &#x2212;0.053<italic>x</italic>+0.63 with an R&#xb2; value of 0.2073. These results indicate that an increase in the percent cover of <italic>A. amphitrite</italic> is associated with a significant decrease in the normalized Shannon-Wiener index (Nor. H&#x2019;). For <italic>D. vexillum</italic>, the regression analysis resulted in a positive slope of 0.012 (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref>). The equation of the regression line was <italic>y</italic> = 0.012<italic>x</italic> + 0.43 with an R&#xb2; value of 0.0987. Results of t-test revealed that the slope was not negative (<italic>t</italic> = 1.1930; <italic>p</italic> = 0.8729) and that the percent cover of <italic>D. vexillum</italic> was not associated with a decrease in Nor. H&#x2019;. For <italic>P. perforatus</italic>, the regression analysis showed a positive slope of 0.015 (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5E</bold>
</xref>). The equation of the regression line was <italic>y</italic> = 0.015<italic>x</italic> + 0.59 with an R&#xb2; value of 0.0053. Similar to <italic>D. vexillum</italic>, the slope for <italic>P. perforatus</italic> was not negative either (<italic>t</italic> = 0.3111; <italic>p</italic> = 0.6204), indicating no significant negative impact on Nor. <italic>H&#x2019;</italic> from this species.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Sessile invertebrates in coastal regions are often considered an important and stable source of biodiversity within specific marine ecosystems due to their limited mobility within their habitats (<xref ref-type="bibr" rid="B75">Sutherland, 1990</xref>). These organisms perform a variety of ecological functions and hold a crucial status within the food web as consumers of organic particles (<xref ref-type="bibr" rid="B89">Yang et&#xa0;al., 2019</xref>). Habitats of these sessile invertebrates are essential for completing their life cycles, suggesting that they experience more significant resource limitations than other biological groups, especially concerning non-indigenous species (<xref ref-type="bibr" rid="B27">Grosberg, 1981</xref>; <xref ref-type="bibr" rid="B9">Blythe and Pineda, 2009</xref>; <xref ref-type="bibr" rid="B68">Sellheim et&#xa0;al., 2010</xref>). While adverse impacts of non-indigenous species are widely recognized, recent studies have indicated that impacts of non-indigenous species are often challenging to assess since not all species play detrimental roles in their ecosystems (<xref ref-type="bibr" rid="B15">Charro et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B53">Milanovi&#x107; et&#xa0;al., 2020</xref>). These finding suggest that consistently monitoring non-native species is crucial to accurately identifying regions and seasons for negative impact of non-indigenous species.</p>
<p>Our study suggests the importance of distinguishing between broadly present species and regionally dominant species when considering the potential ecological impacts of non-indigenous species. Often, studies related to non-indigenous species focus on categorizing the level of risk or predicting their future spread over time (<xref ref-type="bibr" rid="B44">Leidenberger et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B56">Ojaveer et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B81">Ubagan et&#xa0;al., 2021</xref>). Although the three coastal regions of Korea are closely connected, they exhibit different environments (<xref ref-type="bibr" rid="B57">Park et&#xa0;al., 2017</xref>). Due to significantly different oceanographic characteristics among these three coastal regions, the Yellow Sea has the lowest salinity and the most significant annual variation in water temperature, while the East Sea shows an opposite trend (<xref ref-type="bibr" rid="B14">Chang et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B17">Choi et&#xa0;al., 2009</xref>). These trends can potentially result in certain sessile invertebrate species predominantly appearing in specific coastal regions. Despite the environmental differences among these regions, some species are dominant in all of them during particular seasons. Therefore, it is crucial to understand non-indigenous species&#x2019; habitats in the area and clearly define the extent of their potential influence to assess their impact in specific regions.</p>
<p>Our findings support several studies suggesting that sessile organisms in marine ecosystems can be relatively stable against environmental changes such as annual climate variation (<xref ref-type="bibr" rid="B72">Smale et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B84">Virta et&#xa0;al., 2020</xref>). Richness showed slight seasonal variations based on various indices presented in this study and the diversity index did not exhibit significant differences across seasons or regions throughout the year. For sessile organisms, relocation is impossible once they select a habitat, suggesting that they may invest substantial energy to maintain their ecological functions under varying environmental conditions. This energy investment is crucial for maintaining their stability and ensuring their survival. For instance, corals tend to concentrate energy on keeping their body tissues when resource availability is low to survive (<xref ref-type="bibr" rid="B46">Leuzinger et&#xa0;al., 2012</xref>). This characteristic of marine sessile organisms implies that they can maintain biodiversity and perform ecosystem functions despite relatively high levels of environmental changes. In this respect, due to their inability to relocate once settled, when non-indigenous species successfully establish and begin to dominate, it becomes extremely challenging to mitigate their negative impact on local biodiversity. For example, the non-indigenous sponge <italic>Diplosoma listerianum</italic> can negatively impact the survival of native species by occupying more space as the frequency and magnitude of disturbances increase, making ecosystem recovery challenging (<xref ref-type="bibr" rid="B2">Altman and Whitlatch, 2007</xref>). This suggests the importance of comprehensive monitoring of invasive species for several key reasons: (1) early detection of potentially harmful non-indigenous species before they become established and cause significant biodiversity loss (<xref ref-type="bibr" rid="B43">Lehtiniemi et&#xa0;al., 2015</xref>); (2) identification of areas susceptible to invasion, which is crucial for implementing targeted prevention and management strategies (<xref ref-type="bibr" rid="B13">Chainho et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B92">Zabin et&#xa0;al., 2014</xref>); (3) evaluation of invasion success rates and spread patterns to predict future invasions (<xref ref-type="bibr" rid="B81">Ubagan et&#xa0;al., 2021</xref>); and (4) assessment of management effectiveness through tracking temporal changes in species abundance and distribution (<xref ref-type="bibr" rid="B13">Chainho et&#xa0;al., 2015</xref>). Furthermore, as shown in studies like <xref ref-type="bibr" rid="B5">&#xc1;vila et&#xa0;al. (2018)</xref>, without comprehensive monitoring it would be impossible to identify problematic species like <italic>A. amphitrite</italic> and implement interventions before significant ecological damage occurs. The remarkable success of some non-indigenous species in colonizing new areas, as evidenced by our findings, emphasizes why monitoring must be a cornerstone of invasion management strategies.</p>
<p>Generally, for a specific sessile organism to complete its life cycle, environmental factors affecting it must be within the range that allows for its survival and reproduction (<xref ref-type="bibr" rid="B7">Bates, 2005</xref>). This indicates that each species has a different range within which it can spread and influence a particular ecological community. In this study, the different ranges of temperature and salinity observed in the three coastal regions highlight their unique characteristics, leading to the conclusion that distinguishing broadly present species from regionally dominant species can be a highly effective research approach. In results of Z-score, among indigenous species, <italic>B. trigonus</italic> identified as a broadly present species in Fall is one of the best-known native barnacles. It is widely distributed across all coastal regions of Korea (<xref ref-type="bibr" rid="B81">Ubagan et&#xa0;al., 2021</xref>). Additionally, <italic>C. savignyi</italic> showing the highest IndVal is known to be a well-established indigenous species along the Korean coast (<xref ref-type="bibr" rid="B90">Yi and Kim, 2020</xref>). These analysis results suggest that both native species are dominantly present along coasts of Korea, with <italic>B. trigonus</italic> being widespread nationally and <italic>C. savignyi</italic> predominantly in the Yellow Sea. This indicates that our approaches can scientifically derive the dominance and main distribution of native species.</p>
<p>The distinction of dominance areas is even crucial for non-indigenous species, which always have the potential to cause negative impacts (<xref ref-type="bibr" rid="B32">Jeschike et&#xa0;al., 2014</xref>). In this study, the distinction of dominant areas is crucial for non-indigenous species, as our results showed that dominant non-indigenous species are associated with a significant reduction in biodiversity in specific regions. If their dominance leads to resource competition and a subsequent decrease in biodiversity in specific areas, it becomes essential to define areas where such decreases can occur. Additionally, one-year sampling results of this study revealed that the diversity index remained statistically stable both temporally and spatially. This result enables further analysis. This finding made it possible to examine the correlation between the density of each dominant non-indigenous species and the overall diversity index to determine whether these species are associated with the reduction in biodiversity. This study statistically identified two broadly present species and three regionally dominant species. However, the only species that contributed to a statistically significant decrease in biodiversity was <italic>A. amphitrite</italic> in the Yellow Sea. <italic>A. amphitrite</italic> is one of the major sessile marine organisms (barnacle) distributed worldwide. It is known for its high survival rate and rapid growth in various environmental conditions (<xref ref-type="bibr" rid="B5">&#xc1;vila et&#xa0;al., 2018</xref>). In addition, it exhibits a high filtration rate, which gives it a significant competitive advantage in resource competition (<xref ref-type="bibr" rid="B54">Nakai et&#xa0;al., 2018</xref>). Recent related studies have reported that <italic>A. amphitrite</italic> contributes to regional biodiversity declines in areas such as Mexico, Europe, and South Korea (<xref ref-type="bibr" rid="B78">Torres et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B5">&#xc1;vila et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B60">Rech et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B81">Ubagan et&#xa0;al., 2021</xref>).</p>
<p>This study provides a basis and approach for prioritizing the management of non-indigenous species. It suggests that <italic>A. amphitrite</italic> requires focused management due to its potential role in biodiversity decline along the Korean coast. Management efforts should prioritize high-risk areas, such as ports and harbors, which often serve as key entry points for non-indigenous species. Despite these results, there are current limitations in species-specific control methods. Available management approaches such as antifouling coatings (<xref ref-type="bibr" rid="B33">Jin et&#xa0;al., 2014</xref>), nitric oxide treatments (<xref ref-type="bibr" rid="B93">Zhang et&#xa0;al., 2015</xref>), and surface modifications (<xref ref-type="bibr" rid="B16">Chaw et&#xa0;al., 2011</xref>) show significant controlling <italic>A. amphitrite</italic>. However, these methods affect entire communities rather than targeting specific species, making it difficult to achieve control of individual species. This limitation makes the accumulation of continuous monitoring results even more important. Both evaluating current control methods and assessing future technological solutions require comprehensive long-term monitoring data. Marine ecosystems exhibit substantial heterogeneity in environmental conditions, community compositions, and ecological interactions across different regions and temporal scales. Systematic monitoring across these diverse environments serves multiple crucial purposes: (1) identifying how the impacts of non-indigenous species vary under different environmental conditions, (2) providing baseline data essential for evaluating both current and future control methods, and (3) revealing specific biological patterns and behavioral responses that could inform the development of species-specific management approaches. The effectiveness of any new control methods may vary depending on local environmental conditions and population characteristics.</p>
<p>There are certain limitations that warrant further study. First the three-month exposure period of our attachment plates may not have been sufficient to demonstrate complete succession and thus may not fully reflect competitive interactions regarding space occupancy. This limitation aligns with the findings of <xref ref-type="bibr" rid="B76">Sutherland and Karlson (1977)</xref>, who emphasized the unpredictable nature of early community development due to variable larval recruitment patterns and the strong inhibitory effects of resident adults on subsequent colonization. They observed that a longer observation period, often exceeding one year, was necessary to capture equilibrium species composition and fully understand the dynamics of competitive interactions. These insights suggest that the three-month exposure may not adequately capture the temporal complexity of marine community succession. Moreover, <xref ref-type="bibr" rid="B4">Arnold and Steneck (2011)</xref> showed that substrate succession using attachment plates in coral nursery microhabitats typically progresses from early colonizers to late successional species over extended periods. Our short exposure period might have captured only the early to mid-successional stages of community development. However, even within our one-year sampling period, we found compelling evidence of the impact of <italic>A. amphitrite</italic> on biodiversity across multiple sampling sites. The dominance of <italic>A. amphitrite</italic> in the Yellow Sea was associated with significantly lower species diversity than in other regions, even in studies with relatively short exposure periods. Although the observation period was insufficient to capture equilibrium species composition, our findings indicate that the early establishment of <italic>A. amphitrite</italic> can cause short-term reductions in biodiversity. These results align with <xref ref-type="bibr" rid="B5">&#xc1;vila et&#xa0;al. (2018)</xref>, who investigated <italic>A. amphitrite</italic> presence on native oyster species in the Gulf of Mexico and found significant spatiotemporal variation in its distribution and abundance patterns within a similar timeframe. They demonstrated that increases in <italic>A. amphitrite</italic> population density and competitive ability could threaten the stability of oyster populations and other organisms. Similarly, the significant negative correlation between <italic>A. amphitrite</italic> abundance and biodiversity underscores its potential to disrupt ecosystem stability as an invasive species. Long-term monitoring will be essential to validate these patterns further and provide insights into temporal changes, including the dynamics of early and late successional species. Consequently, additional research is necessary to understand the mechanisms of space occupancy and its role in shaping community structure.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>This study provides an analysis of the current status and distribution of sessile invertebrates along coasts of South Korea, with a particular focus on ecological impacts of non-indigenous species. By identifying and classifying dominant species into broadly present and regionally dominant categories, it was possible to assess their influence on biodiversity within their respective dominance ranges. Findings of this study revealed that while some non-indigenous species might interact neutrally or positively with the local ecosystem, others such as <italic>A. amphitrite</italic> could pose significant threats to biodiversity, especially in regions like the Yellow Sea.</p>
<p>This study supports the idea that the community of sessile invertebrates is a stable source of biodiversity. In addition, the results emphasize the importance of continued monitoring of non-indigenous species to protect biodiversity and ecosystem functions. Understanding the dynamics of invasive species, such as <italic>A. amphitrite</italic>, and their interactions with native communities is crucial for predicting potential ecosystem disturbances. Although this study focused on the effects of a relatively short exposure period, the findings provide valuable insights into priority species and regions that require attention, further underscoring the need for long-term monitoring. Given the rapid changes occurring in marine environments, proactive biodiversity monitoring is essential for effective responses.</p>
</sec>
</body>
<back>
<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 authors.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The manuscript presents research on animals that do not require ethical approval for their study.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>MU Conceptualization, Investigation, Writing &#x2013; review &amp; editing. TL: Investigation, Methodology, Writing &#x2013; review &amp;&#xa0;editing. YK: Formal analysis, Methodology, Writing &#x2013; review &amp; editing. JL: Formal analysis, Writing &#x2013; review &amp; editing. HJ: Conceptualization, Validation, Writing &#x2013; review &amp; editing. Y-SL: Conceptualization, Formal analysis, Funding acquisition, Methodology, Writing &#x2013; original&#xa0;draft. SS: Funding acquisition, Supervision, Writing &#x2013; review&#xa0;&amp; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This research was supported by the 'Improvement of management strategies on marine ecosystem disturbing and harmful organisms (No. 20190518)' and 'Monitoring survey on the distribution of disturbing and harmful benthos in the marine ecosystem (2022)' funded by the Ministry of Oceans and Fisheries. Additionally, this research was supported by the Global - Learning &amp; Academic research institution for Master&#x2019;s&#xb7;PhD students, and Postdocs (LAMP) Program of the National Research Foundation of Korea (NRF) grant funded by the Ministry of Education (No. RS-2023-00301938).</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" 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.2025.1499607/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2025.1499607/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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