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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2026.1733177</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Spatio-temporal dynamics of fish assemblages at an offshore wind farm and a comparison with mature artificial reefs</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Shao</surname><given-names>Kwang Tsao</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<name><surname>Chang</surname><given-names>Ching Han</given-names></name>
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<contrib contrib-type="author">
<name><surname>Chen</surname><given-names>Ching Yi</given-names></name>
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<contrib contrib-type="author">
<name><surname>Ho</surname><given-names>Lin Tai</given-names></name>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Shao</surname><given-names>Yi Ta</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<name><surname>Chiang</surname><given-names>Hsin-Chieh</given-names></name>
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<contrib contrib-type="author">
<name><surname>Lee</surname><given-names>Wei-Ning</given-names></name>
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<contrib contrib-type="author">
<name><surname>Tsai</surname><given-names>Hsien Ju</given-names></name>
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<contrib contrib-type="author">
<name><surname>Huang</surname><given-names>Tien-Yu</given-names></name>
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<name><surname>Chang</surname><given-names>Chun-Yu</given-names></name>
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<aff id="aff1"><label>1</label><institution>Institute of Marine Biology, National Taiwan Ocean University</institution>, <city>Keelung</city>,&#xa0;<country country="tw">Taiwan</country></aff>
<aff id="aff2"><label>2</label><institution>Biodiversity Research Center, Academia Sinica</institution>, <city>Taipei</city>,&#xa0;<country country="tw">Taiwan</country></aff>
<aff id="aff3"><label>3</label><institution>Center of Excellence for the Oceans, National Taiwan Ocean University</institution>, <city>Keelung</city>,&#xa0;<country country="tw">Taiwan</country></aff>
<aff id="aff4"><label>4</label><institution>Department of Marine Sport, Leisure and Tourism Management, Taipei University of Marine Technology</institution>, <city>Taipei</city>,&#xa0;<country country="tw">Taiwan</country></aff>
<aff id="aff5"><label>5</label><institution>Green Energy &amp; Environment Research Laboratories (GEL), Industrial Technology Research Institute</institution>, <city>Hsinchu</city>,&#xa0;<country country="tw">Taiwan</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Kwang Tsao Shao, <email xlink:href="mailto:zoskt@gate.sinica.edu.tw">zoskt@gate.sinica.edu.tw</email>; Yi Ta Shao, <email xlink:href="mailto:itshao@mail.ntou.edu.tw">itshao@mail.ntou.edu.tw</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-28">
<day>28</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>13</volume>
<elocation-id>1733177</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>24</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Shao, Chang, Chen, Ho, Shao, Chiang, Lee, Tsai, Huang and Chang.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Shao, Chang, Chen, Ho, Shao, Chiang, Lee, Tsai, Huang and Chang</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-28">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Offshore wind farms (OWFs) are vital for sustainable energy. The underwater foundations of those wind turbines provide a complex structure that creates new habitats and attracts fishes. However, whether OWFs had the same ecological function as purpose-built artificial reef (AR) and how they alter the original fish community remain unclear.</p>
</sec>
<sec>
<title>Methods</title>
<p>To evaluate the spatial and temporal variations in fish assemblages, we conducted a multi-part investigation at the Formosa Wind Farm, located off the coast of Miaoli County, Taiwan. Temporal changes were assessed through SCUBA surveys at turbine foundations in 2017, 2018, and 2025, with the 2025 data allowing for a direct comparison with the nearby existing artificial reefs. To assess spatial effects, pole-and-line surveys were conducted from Apr to Oct in 2024 and 2025 at varying distances from the turbines.</p>
</sec>
<sec>
<title>Results</title>
<p>Our investigation documented 86 species of reef-associated fishes exclusively within 50 m of turbine foundations; none were caught in the surrounding sandy areas or documented in pervious fishery records. The results demonstrated that fish assemblages around the turbine piles changed successively over the years. Although the species composition in 2025 differed between the OWF and the established AR sites, key ecological metrics such as species richness, diversity, and trophic structures showed no significant differences.</p>
</sec>
<sec>
<title>Discussion</title>
<p>These findings demonstrated that the underwater structure of offshore wind turbines can function as AR, creating novel reef habitats and supporting reef-associated fish community within a finite spatial extent. Overall, OWFs may provide ecological benefits in addition to renewable energy, highlighting their potential role in balancing energy development with marine conservation.</p>
</sec>
</abstract>
<kwd-group>
<kwd>artificial reef</kwd>
<kwd>fish composition</kwd>
<kwd>fisheries conservation</kwd>
<kwd>life below water</kwd>
<kwd>offshore wind farm</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This study was supported by grants from the Energy Administration, Ministry of Economic Affairs in 2024-2025, from the Fisheries Agency, MOA in 2025 and from the Ministry of Science and Technology, Taiwan (MOST 106-2119-M- 110-002) in 2016-2017 to KS and (MOST 108-2621-M-019 -002 -MY3) in 2019 to YTS.</funding-statement>
</funding-group>
<counts>
<fig-count count="11"/>
<table-count count="2"/>
<equation-count count="1"/>
<ref-count count="73"/>
<page-count count="15"/>
<word-count count="7162"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Marine Conservation and Sustainability</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Highlights</title>
<list list-type="bullet">
<list-item>
<p>Offshore wind turbine foundations act as artificial reefs, creating new habitats</p></list-item>
<list-item>
<p>The fish assemblages around the turbine piles changed over the years</p></list-item>
<list-item>
<p>Fish assemblages near turbines show similar diversity and trophic structure as long-established artificial reefs.</p></list-item>
<list-item>
<p>Wind turbine installations alter species composition only within a short distance.</p></list-item>
<list-item>
<p>OWFs may have positive effects on local fishery resources and biodiversity.</p></list-item>
</list>
</sec>
<sec id="s2" sec-type="intro">
<title>Introduction</title>
<p>Human-made underwater structures, such as those found in offshore wind and petroleum platforms, can create new hard-bottom habitats on sandy and muddy areas that support fish feeding, shelter, and habitation, thereby boosting coastal fishery resources. They function in a manner similar to artificial reefs (ARs). Since Japan began using artificial reefs to enhance coastal fisheries at the end of the 18th century, tens of thousands have been deployed in coastal areas globally (<xref ref-type="bibr" rid="B62">Stone et&#xa0;al., 1991</xref>). However, the deployment of ARs may also bring challenges. For instance, ARs may concentrate fish populations, changing traditional fishing patterns. This may result in overfishing of certain species, as fishermen focus on these areas, potentially disrupting the local fishery resources (<xref ref-type="bibr" rid="B52">Polovina, 1989</xref>). The installation of those underwater structures may also alter the natural topography and disrupt the existing biome. Newcomers or reef-associated species that immigrate to the new habitat may also outcompete the original soft bottom species (<xref ref-type="bibr" rid="B1">Ajemian et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B62">Shipley et&#xa0;al., 2018</xref>), possibly causing a decline in local resources. These two main dilemmas have been longstanding controversies in studies evaluating the efficacy of artificial reefs (<xref ref-type="bibr" rid="B6">Bergstr&#xf6;m et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B16">Coates et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B19">Degraer et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B42">Lindberg, 1997</xref>).</p>
<p>Wind power is a clean and renewable energy source that reduces reliance on fossil fuels. To exploit superior wind resources and minimize competition for land use, offshore wind farm development has expanded rapidly in areas with suitable wind conditions (<xref ref-type="bibr" rid="B21">Dolores Esteban et&#xa0;al., 2011</xref>; <italic>review in</italic><xref ref-type="bibr" rid="B40">Li et&#xa0;al., 2020</xref>). Since the first offshore wind farm (OWF) began operating in Vindeby, Denmark, in 1991, global installed offshore wind capacity has grown to several tens of gigawatts, with substantial expansion over the past decade in Asia and along the North American Atlantic coast (<xref ref-type="bibr" rid="B46">Methratta et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B7">Bilgili and Alphan, 2022</xref>) (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Data S1</bold></xref>).</p>
<p>Although those OWFs can provide energy with lower carbon emissions, the possible negative effects on the marine life and fishery resources also cause concerns. The base structures that anchor the offshore wind turbines to the seafloor, along with the riprap or rock bags that prevent scouring and erosion, create new habitats and shelters for marine animals seeking food or breeding grounds. Observations of OWFs installed in North America (review in <xref ref-type="bibr" rid="B4">Ashley et&#xa0;al., 2014</xref>) and European waters (<xref ref-type="bibr" rid="B65">Vrooman et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B69">Wilhelmsson, 2010</xref>) show effects similar to those observed on ARs. For example, studies at North America&#x2019;s first offshore wind farm, the Block Island Wind Farm (BIWF), reported increased catch per unit effort (CPUE) for structure-oriented species such as Black Sea Bass (<italic>Centropristis striata</italic>) and Atlantic Cod (<italic>Gadus morhua</italic>) near the turbines during operation (<xref ref-type="bibr" rid="B68">Wilber et&#xa0;al., 2022</xref>), consistent with observations from European OWFs (<xref ref-type="bibr" rid="B54">Reubens et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B67">Werner et&#xa0;al., 2024</xref>). In addition, acoustic surveys at the BIWF detected elevated fish abundance within 130&#x2013;160 m of the turbine structures (<xref ref-type="bibr" rid="B36">Jech et&#xa0;al., 2023</xref>) However, the resident species that colonize the base structures mainly originate from reef areas and may be distinct from the species found in original sandy areas. The introduction of these reef-associated species raises concerns about the alteration of the local fish community structure.</p>
<p>However, the development of fish assemblages on artificial structures is widely recognized as a dynamic successional process influenced by multiple environmental and structural factors (<xref ref-type="bibr" rid="B51">Plumlee et&#xa0;al., 2020</xref>). Among these, reef age is a particularly important determinant, as species diversity and community composition tend to evolve and gradually stabilize over time (<xref ref-type="bibr" rid="B23">Folpp et&#xa0;al., 2011</xref>). While colonization can be rapid in the initial years, empirical evidence suggests that community stabilization is often a prolonged process; for instance, fish assemblages on large artificial structures in the Gulf of Mexico required approximately five years to reach a stable equilibrium (<xref ref-type="bibr" rid="B9999">Hicks et&#xa0;al., 2025</xref>). Similarly, long-term studies in Portugal demonstrate that while functional groups may remain stable, metrics such as biomass, species richness, and eco-exergy can continue to shift or increase significantly even 14 years post-deployment (<xref ref-type="bibr" rid="B58">Santos and Monteiro, 2007</xref>). In parallel, the physical architecture of the substrate, including its material, surface complexity (rugosity), and vertical relief, plays a decisive role in shaping the structure of associated fish communities by influencing habitat suitability and species recruitment (<xref ref-type="bibr" rid="B49">Perkol-Finkel et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B64">Vivier et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B66">Walker et&#xa0;al., 2002</xref>). High vertical relief and large structural footprints, such as the shipwreck off South Padre Island, US, have been linked to increased species richness by providing diverse microhabitats and trophic niches (<xref ref-type="bibr" rid="B5">Becker et&#xa0;al., 2017</xref>). Therefore, long-term monitoring of fish communities at OWFs since their installation, and comparing these assemblages with those at pre-existing ARs, provides valuable insight into the successional trajectories of these novel habitats. Such a comparative approach is crucial for elucidating how structural design and habitat age jointly affect community development, biodiversity, and the functional equivalence between OWFs and traditional reef systems.</p>
<p>For Taiwan and countries nearby, offshore wind farms are viewed as an important solution to long-term energy demands. However, empirical studies assessing the ecological and fisheries impacts of offshore wind turbines in this region remain limited, leading to frequent concerns and skepticism from local fishing sectors regarding the development of offshore wind energy (review in <xref ref-type="bibr" rid="B63">Tsai et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B60">Shibuya, 2024</xref>). Formosa Wind Farm, developed by Synera Renewable Energy Group Co., is one of the major offshore wind projects established along the eastern margin of the Taiwan Strait. This OWF comprise 69 turbines spanning an area of approximately 90 km&#xb2;. Because this region overlaps with historically productive fishing grounds, concerns have arisen regarding whether the installation of wind turbines may significantly alter local fish communities or negatively affect the original sandy and muddy demersal fishery resources.</p>
<p>Numerous studies have shown that artificial structures, including turbine piles and ARs, often generate strong but localized effects on fish communities, with reef-associated species aggregating within tens to a few hundred meters, while soft-bottom assemblages remain largely unchanged at greater distances (<xref ref-type="bibr" rid="B2">Alevizon and Gorham, 1989</xref>; <xref ref-type="bibr" rid="B45">Methratta and Dardick, 2019</xref>; <xref ref-type="bibr" rid="B36">Jech et&#xa0;al., 2023</xref>). To investigate spatial and temporal variations in fish assemblages within this OWF and to assess whether turbine foundations function similarly to purpose-built ARs, we conducted SCUBA surveys at turbine bases in 2017, 2018, and 2025, as well as pole-and-line surveys in 2024&#x2013;2025 across distances from the foundations.</p>
</sec>
<sec id="s3" sec-type="materials|methods">
<title>Material and methods</title>
<sec id="s3_1">
<title>Study areas</title>
<p>The Formosa Wind Farm (24.71&#xb0;N, 120.77&#xb0;E), located off the coast of Miaoli County Taiwan 2-9.5&#xa0;km away from the shoreline. The development consists of two phases: Formosa 1 (F1), constructed between 2017 and 2019, and Formosa 2 (F2), which began in 2019 and became fully operational in 2023. Within this offshore wind farm, the distance between neighboring turbines ranges from approximately 800 to 1,600 m. The turbine foundations built during the earlier phase (F1) are monopiles with scour protection, whereas those installed in the later phase (F2) are jacket-type structures without dedicated scour-protection layer. The water depth across this OWF ranges from 15 to 55&#xa0;m, and the seabed consists primarily of sandy and muddy substrates. No natural reef habitat was found in this area. At F1, scour protection is composed mainly of rock bags and boulders distributed within approximately 20&#xa0;m surrounding the turbine foundation, with rock density decreasing toward the outer boundary. Beyond this 20&#xa0;m zone, the seabed transitions back to its natural substrate.</p>
<p>This area is a commercial fishing ground that can be accessed by two fishery harbors, Long Fong Fishing Port (9&#xa0;km in the east) and Waipu Fishing Port (7&#xa0;km in the south) (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). The ocean currents in the Taiwan Strait exhibit a dynamic seasonal shift driven by monsoons system, which in turn shape the seasonal composition of fish catches. During summer (May&#x2013;September), the warm Kuroshio Branch Current and the South China Sea Current flow northward, transporting tropical pelagic species such as Scombridae and Carangidae. In contrast, the winter northeasterly monsoon (October&#x2013;March) drives the cold, nutrient-rich China Coastal Current southward, bringing Mugilidae into the region (reviewed in <xref ref-type="bibr" rid="B29">Liang et&#xa0;al., 2003</xref>; data from the Fisheries Agency, Council of Agriculture, Taiwan). Prior to the establishment of the offshore wind farm, the Fisheries Agency, Ministry of Agriculture (MOA), deployed several artificial reefs in the region to help sustain local fishery resources. Among these, the Wai-Pu (WP: 24.66&#xb0;N, 120.74&#xb0;E) and Chi-Ding (CD: 24.73&#xb0;N, 120.82&#xb0;E) artificial reef sites are situated adjacent to the wind farm boundary. However, following development regulations, the nearest turbines are positioned more than 1.2&#xa0;km away from these reefs. The Wai-Pu site, located south of the OWF, consists of a random aggregation utility-pole reefs (UPRs) and four independent steel reefs (SRs) deployed between 2000 and 2003 at a depth of approximately 28&#xa0;m. The Chi-Ding site, to the north, comprises eight steel reefs installed between 2004 and 2005 at a depth of about 21&#xa0;m. After the Formosa Wind Farm was constructed, the authorities did not impose any specific fishing restrictions within the OWF. However, under Taiwan&#x2019;s fisheries regulations, bottom trawling is prohibited within 3 nautical miles of the coast and in areas where artificial reefs have been deployed.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Schematic diagram the study area, which shows the locations of Formosa Wind Farm (blue shadow) and two adjacent artificial reef sites (Wai-Pu: WP and Chi-Ding: CD). Red shadow area indicates the range of pole and line survey. White fan icons indicate the sites of wind turbines. The SCUBA surveys were conducted at wind turbine sites marked by red on the map (see Material and Methods for details). The size of icons and markers on the map does not represent the actual scale.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-13-1733177-g001.tif">
<alt-text content-type="machine-generated">Map of Formosa Wind Farm and surrounding areas in Taiwan, showing wind turbines represented by white icons. Areas include Long Fong Fishing Port, Waipu Fishing Port, and the Houlong River. Designated areas marked for pole and line surveys are highlighted. Inset map indicates location in Taiwan.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_2">
<title>Field methods and data collection</title>
<sec id="s3_2_1">
<title>SCUBA surveys</title>
<p>To determine the species compositions and abundances of fish around the turbine piles and ARs, we conducted SCUBA visual censuses (<xref ref-type="bibr" rid="B57">Samoilys and Carlos, 2000</xref>). The fish species and their abundance around the underwater foundations of two earliest-installed wind turbines (D21 and D28, F1: monopiles with ripraps) were recorded in June and August 2017, and again in June 2018. In 2025, the survey scope was expanded to include additional wind turbines built during F1 phase (A04, C14, D21, and D28, monopiles with ripraps) and F2 phase (A01, A03, jacket-type structures without ripraps). The depths of those wind turbines ranged from 23 to 28&#xa0;m with sampling conducted between May and August. During the same period, comparable SCUBA surveys were also performed at the WP (covering three 10m x 10m quadrats of the UPRs areas and 3 randomly selected SRs) and CD (covering 3 randomly selected SRs) AR sites. Among the surveyed wind turbines, the base structures of C14, A04, D21, and D28 are protected by ripraps, while those of A01 and A03 are not.</p>
<p>At each site, four divers surveyed the water column within 5&#xa0;m of the structures. Following <xref ref-type="bibr" rid="B66">Walker et&#xa0;al. (2002)</xref>; <xref ref-type="bibr" rid="B43">Lu et&#xa0;al. (2021)</xref>, surveys were conducted from the seafloor to the surface along wind-turbine piles, or from the seabed to a height of 5&#xa0;m above the ARs. Each survey lasting approximately 45&#x2013;50 minutes. For safety reasons, surveys were only undertaken during slack water when the swell height was less than 2.5&#xa0;m, and all operations adhered to strict safety regulations. During each underwater survey, team members were assigned distinct responsibilities: one diver was responsible for documenting fish, another for recording benthic invertebrates, and two divers for conducting photography and providing safety supervision.</p>
</sec>
<sec id="s3_2_2">
<title>Fishing surveys</title>
<p>To assess the spatial distribution of fish, we conducted 37 pole and line fishing surveys at multiple sites within the central area of the OWF between April and October in 2024 and 2025 (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). The surveys were stratified by distance from the turbine foundations, i.e. 23 surveys were conducted 25&#x2013;50 m from the bases, while the other 14 surveys were located over 250&#xa0;m away. The depths of the survey sites ranged from 25 to 50&#xa0;m.</p>
<p>Each survey consisted of a standardized effort of 6 line-hours (<xref ref-type="bibr" rid="B70">Williams et&#xa0;al., 1997</xref>) with three replications, using at least two fishing lines simultaneously, each with two fishhooks (sizes No. 12 and No. 20). Based on earlier bottom gillnet surveys indicating a prevalence of carnivorous fish in this area (<xref ref-type="bibr" rid="B53">Prista et&#xa0;al., 2003</xref>), chopped squid or shrimp meat was used as bait. Due to safety constraints preventing large fishing boats from approaching the turbine bases, additional surveys were conducted within 10&#xa0;m of the foundations. These were carried out on July 6, 7, and 21 by volunteer local anglers using smaller, more maneuverable rafts, following identical pole and line procedures. All results from the pole and line fishing surveys were used for qualitative analyses. <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref> shows the months covered by these surveys, while the catches and detailed survey conditions are provided in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Data S2</bold></xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>The months covered by the fishing surveys involved in these analyses.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="right">Year</th>
<th valign="middle" colspan="10" align="center">2024</th>
<th valign="middle" colspan="10" align="center">2025</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="right">Month</td>
<td valign="middle" align="left">&#x2026;&#x2026;</td>
<td valign="middle" align="left">Apr</td>
<td valign="middle" align="left">May</td>
<td valign="middle" align="left">Jun</td>
<td valign="middle" align="left">Jul</td>
<td valign="middle" align="left">Aug</td>
<td valign="middle" align="left">Sep</td>
<td valign="middle" align="left">Oct</td>
<td valign="middle" align="left">Nov</td>
<td valign="middle" align="left">Dec</td>
<td valign="middle" align="left">Jan</td>
<td valign="middle" align="left">Feb</td>
<td valign="middle" align="left">Mar</td>
<td valign="middle" align="left">Apr</td>
<td valign="middle" align="left">May</td>
<td valign="middle" align="left">Jun</td>
<td valign="middle" align="left">Jul</td>
<td valign="middle" align="left">Aug</td>
<td valign="middle" align="left">Sep</td>
<td valign="middle" align="left">Oct</td>
</tr>
<tr>
<td valign="middle" align="left">Pole and lines&lt;10m</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Pole and lines&lt;50m</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
</tr>
<tr>
<td valign="middle" align="left">Pole and lines &gt;250m</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left" style="background-color:#aeaaaa"/>
<td valign="middle" align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Gray block indicates the month when surveys were conducted.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>According to the administering authority, the Miaoli County Marine and Fisheries Management Office, this site is not a protected area, and therefore no permission was required for the catch. No additional experimental treatments were applied to the animals in this study.</p>
</sec>
</sec>
<sec id="s3_3">
<title>Data analysis</title>
<p>The fish assemblages, including species composition and abundance, recorded at the wind turbines and AR sites through SCUBA surveys were used for quantitative analyses, whereas the species caught by pole and line fishing at varying distances from the turbine were analyzed only qualitatively.</p>
<p>To understand trophic structure and habitat use, fish species were categorized by habitat, i.e. reef-associated, soft-bottom, surface-dwelling, and midwater-dwelling; and by feeding guild, i.e. carnivores, omnivores, and zooplankton feeders, based on information from FishBase (<xref ref-type="bibr" rid="B24">Froese and Pauly, 2024</xref>). The classifications are largely consistent with the habitats categories summarized in <xref ref-type="bibr" rid="B45">Methratta and Dardick (2019)</xref> and the feeding habit framework proposed by <xref ref-type="bibr" rid="B59">&#x15e;ensurat-Gen&#xe7; et&#xa0;al. (2022)</xref>. The trophic level of each species was obtained from FishBase, and the community-level trophic structure was calculated as an abundance-weighted mean, with species contributions weighted by the number of individuals recorded (<xref ref-type="bibr" rid="B48">Pauly et&#xa0;al., 1998</xref>). Fish assemblage diversity was quantified using Shannon&#x2019;s diversity index (<xref ref-type="bibr" rid="B32">Islam and Yasmin, 2018</xref>), while the S&#xf8;rensen&#x2013;Dice coefficient was applied to assess species composition similarity between groups (<xref ref-type="bibr" rid="B18">de Albuquerque et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B20">Dice, 1945</xref>).</p>
<disp-formula>
<mml:math display="block" id="M1"><mml:mrow><mml:mtext>Sorensen</mml:mtext><mml:mo>&#x2212;</mml:mo><mml:mtext>Dice&#xa0;coefficient</mml:mtext><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>D</mml:mi><mml:mi>S</mml:mi><mml:mi>C</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mn>2</mml:mn><mml:mi>c</mml:mi><mml:mo stretchy="false">/</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:msub><mml:mi>S</mml:mi><mml:mn>1</mml:mn></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>S</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow></mml:math>
</disp-formula>
<p>Where c is the number of species common to both communities and S<sub>1</sub> or S<sub>2</sub> is the number of species in community 1 or 2.</p>
<p>The numeric data were analyzed by nonparametric Kruskal-Wallis test followed by <italic>post-hoc</italic> analysis with a Dunn test (<xref ref-type="bibr" rid="B8">Blaker, 1987</xref>). Those tests were done using SPSS 20.0. Variation in fish assemblages for each group was investigated using a multivariate analysis in PRIMER v.6.1.5. Abundance data was standardized through Log<sub>(X + 1)</sub> transformation and then a Bray&#x2013;Curtis similarity matrix was generated to calculate similarity among groups. For the comparisons of qualitative results, the similarity of the data was also analyzed by an additional Jaccard qualitative similarity index (<xref ref-type="bibr" rid="B33">Jackson et&#xa0;al., 1989</xref>). NMDS (non-metric multidimensional scaling) plots were generated to examine the ordination pattern of samples between groups. When distinctive clustering was detected, ANOSIM (analysis of similarities) was used to test for significant differences among pairs of groups (<xref ref-type="bibr" rid="B15">Clarke and Warwick, 2001</xref>). This test creates a global R-statistic that ranges from -1 to 1 to represent relative significance levels between groups (<xref ref-type="bibr" rid="B14">Clarke, 1993</xref>).</p>
<p>Pairwise Gower distances and Principal Coordinates Analysis (PCoA) were used to ordinate fish functional traits and obtain a Euclidean representation of functional space, following <xref ref-type="bibr" rid="B55">Richardson et&#xa0;al. (2017)</xref>. Centroids for habitat and feeding categories were added, a trophic-level vector was projected, and species occurrence sites (OWF only, AR only, or both) were color-coded, with diet type indicated by point shape. Those PCoA analyses were conducted in R.</p>
</sec>
</sec>
<sec id="s4" sec-type="results">
<title>Results</title>
<sec id="s4_1">
<title>Overview</title>
<p>Throughout the study, a total of number of 510 individuals representing 40 species, 28 genera and 17 families of fish were collected using pole and line surveys, while another 11552 individuals from 97 species (65 genera and 34 families) were recorded by SCUBA near the piles or ARs (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Data S3</bold></xref>).</p>
<p>The composition of fish species varied significantly among the distances. Soft-bottom species, such as Ariidae, Sciaenidae, and Terapontidae, comprised a higher proportion of fish caught by pole and line at distances of 25&#x2013;50m (41%) and &gt;250m (72%). Conversely, these species were far less common in samples taken closer to the structures, accounting for only 20% of pole-and-line catches at&lt;10m and a mere 14&#x2013;18% of observations from SCUBA surveys near the piles and ARs.</p>
<p>In contrast, reef-associated fishes, including Haemulidae, were dominant near the structures. They constituted 80% of catches by pole and line at&lt;10m and were the prevailing group in SCUBA surveys, making up 83% of species near the piles and 78% near the ARs. Other common reef-associated families observed by SCUBA divers near the structures included Kyphosidae, Labridae, Oplegnathidae, Chaetodontidae, Scaridae, Serranidae, Lutjanidae, Pomacentridae, and Apogonidae (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Heatmap of fish families recorded in Formosa Wind Farm and nearby artificial reefs. <bold>(A)</bold> The comparison according to the fishing surveys distances. <bold>(B)</bold> The comparison of the fish found around the wind turbine (OWF), utility-pole reefs (UPR) and steel reefs (SR). The blue scale represents the relative species number of each family. according to distance and survey methods profile.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-13-1733177-g002.tif">
<alt-text content-type="machine-generated">Two heatmaps displaying fish family frequencies at varying distances and reef sites. The left heatmap compares depth ranges: less than ten meters, twenty-five to fifty meters, and greater than two hundred fifty meters. The right heatmap compares environments labeled OWF, UPR, and SR. Darker blue indicates higher frequencies. Fish families are listed on the y-axes. A color scale from white to dark blue represents frequency from zero to one.</alt-text>
</graphic></fig>
</sec>
<sec id="s4_2">
<title>Fish community development in OWF</title>
<p>Due to the small sample size, data from D21 and D28 were not analyzed independently in the descriptive statistics. At these two continuously monitored wind turbines, both fish species richness and abundance increased steadily from 2017 to 2025. The number of individuals recorded was significantly higher in 2025 than in 2017 (Kruskal-Wallis test, <italic>df</italic> =&#xa0;2, <italic>p</italic>&#xa0;=&#xa0;0.008). Similarly, species richness was significantly higher in 2018 than in 2017 (Kruskal-Wallis test, <italic>df</italic> =&#xa0;2, <italic>p</italic>&#xa0;=&#xa0;0.031). In contrast to these trends, the Shannon diversity index of the fish assemblage was lowest during the 2025 surveys (Kruskal-Wallis test, <italic>df</italic> =&#xa0;2, <italic>p</italic>&#xa0;=&#xa0;0.01 or 0.006) (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3</bold></xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Fish recorded around wind turbines D21 and D28 across years. <bold>(A)</bold> Abundance, <bold>(B)</bold> species richness, and <bold>(C)</bold> Shannon&#x2019;s diversity index. Different letters indicate significant differences among years (Kruskal&#x2013;Wallis test, p&lt; 0.05). The solid and dashed lines represent data from D21 and D28, respectively, and open bars represent means &#xb1; standard error (SE).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-13-1733177-g003.tif">
<alt-text content-type="machine-generated">Three bar graphs compare data from 2017, 2018, and 2025. The first graph shows the individual number, with values increasing over time. The second graph depicts species numbers, with a peak in 2018. The third graph illustrates diversity index (H'), peaking in 2018, then declining by 2025. Error bars and letter annotations indicate statistical significance.</alt-text>
</graphic></fig>
<p>The species compositions in D21 and D28 were also distinct among the years. Qualitative non-metric multidimensional scaling (nMDS) analysis revealed three groups at a Bray-Curtis similarity level of 40%, and these groups were fully consistent with the year of survey, but not the sites (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>). A one-way Analysis of Similarities (ANOSIM) confirmed that the species compositions at these different years were significantly distinct (R&#xa0;=&#xa0;0.875, <italic>p</italic>&#xa0;=&#xa0;0.001).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Non-metric multidimensional scaling (NMDS) analysis of species compositions of the fish around wind turbine D21 and D28 recorded in SCUBA surveys conducted in 2017, 2018 and 2025 (Bray&#x2013;Curtis similarity).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-13-1733177-g004.tif">
<alt-text content-type="machine-generated">Scatter plot depicting Bray-Curtis similarity with transformed data, using shapes to indicate years: triangles for 2017, inverted triangles for 2018, and squares for 2025. Groupings are shown within green circles and ellipses, with labels like #28, #21, and #1. The plot has low 2D stress of 0.01.</alt-text>
</graphic></fig>
<p>Compared to 2017 and 2018, the proportion of reef-associated species showed an increasing trend by 2025. Conversely, the trophic structure of the fish assemblage appeared stable throughout the study period (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5</bold></xref>). No significant differences were found in the trophic levels among the years when analyzed at either the family or species levels (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6</bold></xref>) (Kruskal-Wallis test, <italic>df</italic>&#xa0;=&#xa0;2; family, <italic>p</italic>&#xa0;=&#xa0;0.679; species, <italic>p</italic>&#xa0;=&#xa0;0.732).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Habitats <bold>(A)</bold> and trophic composition <bold>(B)</bold> of fish assemblages observed at turbine foundations in each year. Habitats <bold>(C)</bold> and trophic composition <bold>(D)</bold> of fish assemblages observed at turbine foundations (OWF) utility-pole reefs (UPR) or steel reef (SR) in 2025.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-13-1733177-g005.tif">
<alt-text content-type="machine-generated">Four bar charts display habitat and feeding habits for different years and categories. Chart A shows habitats from 2017 to 2025, with reef-associated dominance. Chart B displays feeding habits for the same years, highlighting carnivorous prevalence. Chart C presents habitats across OWF, SR, and UPR, with reef-associated leading. Chart D indicates feeding habits across the same categories, with carnivores most common.</alt-text>
</graphic></fig>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Trophic level of fish families <bold>(A)</bold> and species <bold>(B)</bold> observed at turbine foundations in each year. Trophic level of fish families <bold>(C)</bold> and species <bold>(D)</bold> observed at turbine foundations (OWF) or artificial reefs (AR) in 2025.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-13-1733177-g006.tif">
<alt-text content-type="machine-generated">Scatter plots comparing trophic levels at different taxonomic levels and timeframes. Panel A shows family-level trophic levels from 2017 to 2025. Panel B displays species-level trophic levels over the same years. Panel C compares family-level trophic levels between OWF and AR environments. Panel D contrasts species-level trophic levels in the same environments. Each plot includes individual data points with horizontal lines indicating the mean.</alt-text>
</graphic></fig>
<p>A Principal Coordinates Analysis (PCoA) of functional gradients across the years showed the first two axes explained 37.7% and 26.9% of the variation, respectively (cumulative 64.6%), while the first four axes accounted for 87.5% (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7</bold></xref>). Although the species present in 2017, 2018, and 2025 occupied broadly overlapping regions of the functional space, a clear temporal trend emerged. In comparison to 2017 and 2018, the functional representation of soft-bottom species was visibly reduced in 2025, indicating a successional shift in the community&#x2019;s composition.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Principal coordinates analysis (PCoA) showing <bold>(A)</bold> temporal changes in the functional composition of fish assemblages recorded at turbine foundations in the Formosa Wind Farm across years. Species are categorized by diet (carnivores, omnivores, and zooplankton feeders; see symbols) and habitat associations (soft-bottom, midwater-dwelling, surface-dwelling, and reef-associated; see text labels). <bold>(B)</bold> Functional differentiation of fish assemblages between offshore wind farm (OWF) and artificial reef (AR) sites. Species are categorized by diet (carnivores, omnivores, and zooplankton feeders; see symbols) and occurrence (present only at ARs, only at the OWF, or at both sites; see colors). Habitat associations (soft-bottom, surface-dwelling, midwater-dwelling, and reef-associated) and trophic levels are indicated. The first two PCoA axes explain 37.7% and 26.9% of the total variation in <bold>(A)</bold>, and 41.2% and 27.7% in <bold>(B)</bold>, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-13-1733177-g007.tif">
<alt-text content-type="machine-generated">Principal Coordinate Analysis (PCoA) graphs analyzing fish communities. Panel A shows PCoA from 2017, 2018, and 2025, differentiating by dwelling type: reef-associated, surface, midwater, and soft-bottom. Panel B shows PCoA of trophic levels: carnivores, omnivores, zooplankton-feeders, and indicates occurrence: AR only, both sites, OWF only. Each diet type is marked by different shapes: circles, squares, and triangles.</alt-text>
</graphic></fig>
</sec>
<sec id="s4_3">
<title>Species composition comparison of OWF and AR</title>
<p>The species number and diversity index did not show significant difference between OWF and AR (including both SR and UPR) sites surveyed in 2025 (<xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8</bold></xref>) (Kruskal-Wallis test, <italic>df</italic>&#xa0;=&#xa0;1, <italic>p</italic>&#xa0;=&#xa0;0.189 and 0.190). In addition, the species recorded at OWF were highly similar to what were found in the SR of the AR sites with higher S&#xf8;rensen-Dice coefficient similarity than the comparisons to UPR (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>The fishes recorded around the wind turbines (OWF) and artificial reefs (AR) in 2025. <bold>(A)</bold> Species richness <bold>(B)</bold> Shannon&#x2019;s diversity index. Due to the small sample size (only two surveys) of UPR, the data of SR and UPR were not analyzed independently in this comparative statistics. Mean &#xb1; SE.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-13-1733177-g008.tif">
<alt-text content-type="machine-generated">Bar charts comparing OWF and AR. Chart A shows species number on the vertical axis ranging from 10 to 30. Chart B presents diversity index values from 1.3 to 1.8. OWF has higher species number, while AR shows a higher diversity index. Error bars indicate variability.</alt-text>
</graphic></fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Sorensen-Dice coefficient of the fish compositions (A) between wind turbine and artificial reefs and (B) collected at vary distances from the wind turbine.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left" colspan="4">A</th>
</tr>
<tr>
<th valign="middle" align="right">Survey site</th>
<th valign="middle" align="center">OWF</th>
<th valign="middle" align="center">SR</th>
<th valign="middle" align="center">UPR</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="right">OWF</td>
<td valign="middle" align="right">1.00</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="right">SR</td>
<td valign="middle" align="right">0.72</td>
<td valign="middle" align="right">1.00</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="right">UPR</td>
<td valign="middle" align="right">0.37</td>
<td valign="middle" align="right">0.49</td>
<td valign="middle" align="right">1.00</td>
</tr>
</tbody>
</table>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left" colspan="4">B</th>
</tr>
<tr>
<th valign="middle" align="right">Survey method</th>
<th valign="middle" colspan="3" align="center">Pole and lines</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="right">Distance from the pile</td>
<td valign="middle" align="center">&lt;10m</td>
<td valign="middle" align="center">25-50m</td>
<td valign="middle" align="center">&gt;250m</td>
</tr>
<tr>
<td valign="middle" align="center">Pole and lines&lt;10m</td>
<td valign="middle" align="right">1.00</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="center">Pole and lines 25-50m</td>
<td valign="middle" align="right">0.29</td>
<td valign="middle" align="right">1.00</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="center">Pole and lines &gt;250m</td>
<td valign="middle" align="right">0.19</td>
<td valign="middle" align="right">0.31</td>
<td valign="middle" align="right">1.00</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Wind turbines (OWF), utility-pole reefs (UPRs) and steel reef (SR).</p></fn>
</table-wrap-foot>
</table-wrap>
<p>However, a quantitative nMDS analysis of SCUBA survey data revealed six distinct fish community groups at a Bray-Curtis similarity level of 35%. A subsequent Analysis of Similarities confirmed that the species compositions at the offshore wind farm (OWF) and AR sites (SR or UPR) were significantly different from each other (Global R =&#xa0;0.468, <italic>p</italic>&#xa0;&lt;&#xa0;0.001). The analysis also indicated that species composition may differ between the two types of ARs, UPR and SR, as well as between the wind turbines with and without riprape. In addition, the nMDS analysis suggested that seasonality may be another factor driving differences in species composition, particularly in SRs, where fish assemblages recorded in May were distinct from those observed in August, and were associated with a higher occurrence of migration species, such as <italic>Leiognathus</italic> spp. (<xref ref-type="fig" rid="f9"><bold>Figure&#xa0;9</bold></xref>).</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>Non-metric multidimensional scaling (NMDS) analysis of species compositions of the fish around wind turbines (OWF), utility-pole reefs (AR-UPRs) or steel reef (AR-SR) in 2025. Arrows indicate the wind turbine sites (A04, C14, D21, and D28) with ripraps. (Bray&#x2013;Curtis similarity).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-13-1733177-g009.tif">
<alt-text content-type="machine-generated">A non-metric multidimensional scaling (MDS) plot illustrating Bray-Curtis similarity. Different shapes indicate place: blue triangles for AR-UPR, green squares for AR-SR, and green triangles for OWF. Points are labeled “May” or “Aug” and encircled based on similarity levels of thirty-five. Arrows indicate the wind turbine sites with ripraps, and an axis represents 2D stress of 0.16, with a transformation log(X+1) applied.</alt-text>
</graphic></fig>
<p>Regarding habitat use and feeding habits, no surface-dwelling or midwater-dwelling species were observed at the UPR site (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5</bold></xref>). Despite differences in species assemblage, no significant differences were found in the trophic levels of families or species between the OWF and ARs sites (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6</bold></xref>) (Kruskal-Wallis test, <italic>df</italic>&#xa0;=&#xa0;1; family, <italic>p</italic>&#xa0;=&#xa0;0.603; species, <italic>p</italic>&#xa0;=&#xa0;0.517).</p>
<p>As for the fish functional diversity, the first four axes of the PCoA cumulatively explained 91.0%. The first two axes explained 41.2% and 27.7% (cumulative 68.9%) of the projected inertia and illustrated in <xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7</bold></xref>. The ordination showed a clear separation of functional groups along the first axis, distinguishing reef-associated species (e.g., carnivorous and omnivorous feeders) from soft-bottom and pelagic species. Species found at both site types and those exclusive to the ARs occupied a similar functional space, clustering with reef-associated traits. In contrast, species found only at the OWF were dispersed across the functional space, indicating a broader range of traits that included soft-bottom and pelagic characteristics.</p>
</sec>
<sec id="s4_4">
<title>Species composition at different distances of OWF</title>
<p>Although the fish species richness did not differ among the distances (&lt;10m, 25-50m and &gt;250m; Kruskal-Wallis test, <italic>df</italic>&#xa0;=&#xa0;2, <italic>p</italic>&#xa0;=&#xa0;0.135) (<xref ref-type="fig" rid="f10"><bold>Figure&#xa0;10</bold></xref>), the species compositions were different. S&#xf8;rensen-Dice coefficient showed that the fish species caught closer to the turbines exhibited lower similarity to those at sandy areas (&gt;250m) (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>).</p>
<fig id="f10" position="float">
<label>Figure&#xa0;10</label>
<caption>
<p>Species richness of the fish collected at vary distances from the wind turbine. Mean &#xb1; SE.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-13-1733177-g010.tif">
<alt-text content-type="machine-generated">Dot plot illustrating species numbers at varying distances: 10 meters, 25 to 50 meters, and 250 meters. Each group shows dots representing data points above and below the mean, with error bars depicting variability.</alt-text>
</graphic></fig>
<p>A nMDS analysis revealed distinct groupings of fish assemblages, producing eight main clusters at a Jaccard similarity level of 30%. While these groups generally reflected a distance-related gradient from the wind turbines (<xref ref-type="fig" rid="f11"><bold>Figure&#xa0;11</bold></xref>), some samples from the 25&#x2013;50 m and &gt;250&#xa0;m groups clustered together. A one-way ANOSIM indicated that species compositions across these distances were only weakly different (Global R&#xa0;=&#xa0;0.141, <italic>p</italic> =&#xa0;0.005). In contrast, although pole and line surveys were conducted mostly during the summer monsoon season, fish assemblages recorded in July were slightly different from those observed in other months (<xref ref-type="fig" rid="f11"><bold>Figure&#xa0;11</bold></xref>; <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Data S2</bold></xref>).</p>
<fig id="f11" position="float">
<label>Figure&#xa0;11</label>
<caption>
<p>Non-metric multidimensional scaling (NMDS) analysis of species compositions of the fish collected by pole and line at the distance less than 10m, 25-50m and over 250m (Jaccard qualitative similarity).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-13-1733177-g011.tif">
<alt-text content-type="machine-generated">Multidimensional scaling plot showing object clustering by distance and similarity. Shapes represent months (April to October) marked by squares, triangles, and circles. Color-coded distances include green triangles for less than ten meters, blue squares for twenty-five to fifty meters, and turquoise triangles for greater than two hundred fifty meters. Clusters are outlined in green and dashed blue, indicating varying similarity levels, with labeled months within each cluster. Stress value is 0.11.</alt-text>
</graphic></fig>
</sec>
</sec>
<sec id="s5" sec-type="discussion">
<title>Discussion</title>
<p>The rapid expansion of offshore wind farms (OWFs) highlights the need to better understand their ecological functions, particularly in soft-sediment environments where turbine foundations introduce novel hard substrates. This study presents a multi-year, integrative assessment of the Formosa Wind Farm, revealing a clear successional trajectory in its fish assemblages and delineating the spatial extent of its reef effects. Our findings demonstrate that OWF foundations can function as effective artificial reefs, substantially enhancing local fish diversity and restructuring community composition, while attaining functional equivalence to older ARs within few years.</p>
<sec id="s5_1">
<title>Temporal succession: the maturation of a novel reef ecosystem</title>
<p>Fish assemblages at the Formosa Wind Farm exhibited a distinct, progressive development between 2017 and 2025, consistent with classic ecological succession patterns observed on artificial structures. Both fish abundance and species richness increased significantly over the eight-year monitoring period. This temporal trend supports the established model in which reef aging promotes faunal complexity through the gradual accumulation of encrusting organisms, which in turn enhance habitat complexity and food availability (<xref ref-type="bibr" rid="B74">Zhou et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B75">Zupan et&#xa0;al., 2023</xref>). While previous studies have reported the most pronounced increases within the first two years post-construction (<xref ref-type="bibr" rid="B23">Folpp et&#xa0;al., 2011</xref>), our data indicate that in this subtropical environment, community maturation may continue over a longer timescale.</p>
<p>Functional trait analysis through PCoA further elucidates this ecological transition. The progressive shift from soft-bottom species dominance in 2017 to a higher representation of reef-associated taxa in 2025 indicates that OWFs not only attract fish but also facilitate a fundamental habitat transformation (<xref ref-type="bibr" rid="B10">Boakes et&#xa0;al., 2025</xref>). This transition reflects the replacement of soft-sediment communities by assemblages typical of hard-bottom reef ecosystems (<xref ref-type="bibr" rid="B10">Boakes et&#xa0;al., 2025</xref>; <xref ref-type="bibr" rid="B34">Jansen et&#xa0;al., 2025</xref>).</p>
<p>However, despite the overall increase in abundance and richness, the Shannon&#x2019;s diversity index was lowest in 2025, largely due to the overwhelming dominance of <italic>Sphyraena flavicauda</italic> (yellowtail barracuda), which accounted for over 65% of total individuals. This observation illustrates that ecological maturity does not necessarily correspond to maximum evenness (<xref ref-type="bibr" rid="B73">Yuan et&#xa0;al., 2022</xref>). The dominance of schooling, mid-trophic predators may transiently lower evenness-based diversity indices, while simultaneously reflecting the system&#x2019;s enhanced capacity to support higher trophic levels.</p>
</sec>
<sec id="s5_2">
<title>Spatial extent: a localized oasis of biodiversity</title>
<p>A key question for marine spatial planning is the extent to which OWFs modify surrounding ecosystems. While wind turbines can create reef habitats in the region, those structures may also alter and disrupt the existing sandy-bottom ecosystems, potentially leading to a decline in sandy-bottom fish resources (<xref ref-type="bibr" rid="B9">Bohnsack, 1989</xref>; <xref ref-type="bibr" rid="B28">Grossman et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B42">Lindberg, 1997</xref>; <xref ref-type="bibr" rid="B50">Pickering and Whitmarsh, 1997</xref>).</p>
<p>To address this issue, <xref ref-type="bibr" rid="B56">Roa-Ureta et&#xa0;al. (2019)</xref> developed a modeling framework to quantify the impacts of ARs on the ecosystem, suggesting that evaluating the growth of area K (carrying capacity) can eliminate the attraction versus production concern. Thus, the increase of K in the area counters the hypothesis that artificial reefs only aggregate fish without contributing to resource production. The positive effects of ARs on resource cultivation are also demonstrated in an earlier study that simultaneously assessing the biomass of the entire reef structure and broader ecosystem during the pre-, mid-, and post-deployment phases (<xref ref-type="bibr" rid="B13">Carr and Hixon, 1997</xref>). Likewise, based on the species richness and abundances data collected from 13 OWFs across seven European countries, <xref ref-type="bibr" rid="B45">Methratta and Dardick (2019)</xref> concluded that both reef-associated and sandy-bottom fish abundances within wind farms were higher than those in surrounding control areas, while only pelagic fish did not show a significant difference.</p>
<p>An acoustical survey at the Block Island Wind Farm indicated that fish aggregated within 200&#xa0;m of the turbine structures, suggesting that the proximate effects of the wind array were spatially limited (<xref ref-type="bibr" rid="B36">Jech et&#xa0;al., 2023</xref>). Similarly, the pole-and-line surveys stratified by distance from turbines in this study revealed that the reef effect in this OWF is highly localized. Although the installation of turbine foundations enhanced overall species diversity within the wind farm, reef-associated species were restricted to areas within approximately 50&#xa0;m of the piles, and the broader demersal and benthopelagic communities remained largely unchanged beyond 250&#xa0;m. This pronounced spatial gradient is consistent with the results of a meta-analysis of published data by <xref ref-type="bibr" rid="B45">Methratta and Dardick (2019)</xref>, which demonstrated that turbine-associated aggregation effects are strongest within tens of meters of the structure. Given that the spacing between turbines in the Formosa Wind Farm typically exceeds 1,000 m, the results suggest that the overall impact on the soft-bottom ecosystem is minimal. Rather than transforming the seafloor on a large scale, turbines act as discrete biodiversity &#x201c;oasis&#x201d; embedded within an expansive soft-sediment matrix. Such habitat diversification may increase regional biodiversity (<xref ref-type="bibr" rid="B71">Witte et&#xa0;al., 2024</xref>) without disrupting existing benthic fish communities (<xref ref-type="bibr" rid="B2">Alevizon and Gorham, 1989</xref>).</p>
</sec>
<sec id="s5_3">
<title>Functional equivalence with mature artificial reefs</title>
<p>By 2025, fish assemblages at turbine foundations displayed species richness, diversity, and trophic structures statistically indistinguishable from those at nearby ARs constructed roughly 15 years earlier. This suggests that OWF foundations can attain a level of functional maturity equivalent to purpose-built reefs in a substantially shorter timeframe.</p>
<p>So far, it is inconclusive whether the fish aggregation effects of the wind turbines or other ARs can improve over the years following construction or if they peak at climax and then decline. In general, the fish aggregation effects of ARs may depend on the location, materials, deployed pattern and the condition of the ARs, such as damage, burial, or being covered by nets (<italic>review in</italic><xref ref-type="bibr" rid="B35">Jan et&#xa0;al., 2003</xref>). However, based on observations of traditional artificial reefs in this region, it is generally believed that as long as the reef remains intact, the ARs with longer history have thicker layer of encrusting organisms on the surface, potentially they may attract more fish. <xref ref-type="bibr" rid="B45">Methratta and Dardick (2019)</xref> suggested that following the completion of the OWFs, the increase in fish numbers is most significant within the first two years, while the effects become less pronounced in the following years. This pattern is applied for both soft-bottom species and hard-bottom species. In contrast, a ten-year monitoring study on shipwrecks in the Texas Gulf of Mexico showed that fish assemblages remained highly dynamic rather than stabilizing quickly, and certain species exhibited exceptionally high abundances in specific years. However, that study also documented an overall increase in species richness and a reduction in dominant species (<xref ref-type="bibr" rid="B9999">Hicks et&#xa0;al., 2025</xref>). Consistent with these findings, our SCUBA diving survey data from Formosa Offshore Windfarm, collected eight years apart, also indicated that for fish aggregation has increased substantially around turbines that have been in place for longer periods.</p>
<p>Nonetheless, there could be compositional differences between OWF and ARs. Although the functional space of the species recorded in OWF or ARs were largely overlapping in PCoA analysis. The species unique to the OWF occupied a broader functional space encompassing both reef-associated and soft-bottom traits, while AR-exclusive species clustered more narrowly within the reef-associated domain. These findings indicate that OWFs support a hybrid community that retains elements of the original soft-bottom fauna while hosting typical reef taxa, yielding a unique assemblage distinct from that of conventional ARs. This pattern reinforces the notion that structural attributes, such as vertical relief, surface material, and scour protection design, play a decisive role in shaping community composition (<xref ref-type="bibr" rid="B11">Brock and Norris, 1989</xref>; <xref ref-type="bibr" rid="B17">Cruz et&#xa0;al., 2018</xref>). Furthermore, a primary structural distinction is the high vertical relief of the turbine foundations, which span the entire water column and create a shallow-water hard substrate habitat within the upper 10 meters that is absent at the fully submerged SR and UPR sites. This unique shallow zone supports a distinct assemblage of reef-associated fishes, including Pomacentridae (e.g. Abudefduf), Oplegnathidae, and Kyphosidae (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>). The OWF foundations, therefore, differ markedly from the utility-pole and steel-frame reefs at the AR sites, potentially explaining persistent compositional distinctions despite converging functional characteristics (<xref ref-type="bibr" rid="B49">Perkol-Finkel et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B26">Granneman and Steele, 2015</xref>). Furthermore, our results support that the presence or absence of riprap may lead to differences in fish assemblage composition at turbine foundations. Scour protection in offshore wind farms serves an ecological function beyond its primary engineering role of preventing seabed erosion, as it can act as critical hard-substrate habitat in predominantly soft-bottom marine environments. Previous research has demonstrated that increased surface area and material diversity of riprap significantly enhance taxonomic richness and attract distinct functional groups (<xref ref-type="bibr" rid="B37">Kingma et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B67">Werner et&#xa0;al., 2024</xref>). Hence, scour protection structures may represent an important component in contributing to nature positive goals within an OWF (<xref ref-type="bibr" rid="B47">Pardo et&#xa0;al., 2025</xref>).</p>
</sec>
<sec id="s5_4">
<title>Attraction, production, and fishery implications</title>
<p>Whether artificial structures merely attract existing fish or promote new biomass production remains a central debate (<xref ref-type="bibr" rid="B25">Gill et&#xa0;al., 2020</xref>). Over the past 30 years, fishery resources in this region have rapidly declined due to overfishing and environmental changes (<xref ref-type="bibr" rid="B41">Liao et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B72">Wu et&#xa0;al., 2024</xref>). As a result, it is challenging to separate the impacts of recent OWF development on fishery resources from the broader trend of declining resources. Although this study was not explicitly designed to resolve that issue, several findings suggest potential contributions to new production. The presence of dense schools of juvenile or young fish, such as snappers, grunts, or jack near turbine pile indicates that these structures could serve as nursery habitats, enhancing their survival rather than simply aggregating adults (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Data S4</bold></xref>).</p>
<p>The establishment of a diverse fouling community on turbine surfaces further promotes a novel benthic food web, channeling energy from pelagic primary production toward benthic consumers (<xref ref-type="bibr" rid="B39">Layman and Allgeier, 2020</xref>). This newly formed trophic pathway was largely absent in the original soft-bottom habitat, implying a net increase in local productivity. In combination with the de facto exclusion of mobile fishing gears such as bottom trawls, these conditions create a refuge that facilitates stock replenishment and may contribute to spillover into adjacent fishing grounds.</p>
<p>Numerous studies have demonstrated that OWFs can function similarly to marine protected areas (MPAs) by passively reducing the use of mobile fishing gear and protecting benthic habitats from disturbance (<xref ref-type="bibr" rid="B12">Busch et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B38">Langhamer, 2012</xref>; <xref ref-type="bibr" rid="B16">Coates et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B3">Ashley, 2014</xref>). Empirical data from the Kentish Flats and North Hoyle wind farms in the UK showed no significant differences in CPUE before and after construction, while trawl surveys at Kentish Flats even reported increased CPUE for most species (<xref ref-type="bibr" rid="B44">Mangi, 2013</xref>). Likewise, although fishing is technically permitted within Irish Sea wind farms, many fishermen tend to avoid these areas due to the risk of gear entanglement and collision with turbines, thereby creating de facto refuges (<xref ref-type="bibr" rid="B27">Gray et&#xa0;al., 2016</xref>). Similarly, Voyage Data Recorder (VDR) data from fishing vessels operating out of nearby Long Fong and Waipu Fishing Port, as provided by the Fisheries Agency of Taiwan, showed that the frequency of fishing operations within the wind farm area in 2024 was markedly lower than in 2017, prior to the construction of this wind farm.</p>
</sec>
<sec id="s5_5" sec-type="conclusions">
<title>Conclusions and future perspectives</title>
<p>The findings indicate that the underwater foundations of this OWF act as efficient artificial reefs, although their ecological influence remains spatially restricted. Over an eight-year period, the fish assemblage in this ecological oasis underwent a clear successional shift, transitioning from a soft-bottom community to a functionally mature reef-associated community that is comparable to purpose-built artificial reefs nearly twice its age. This habitat diversification significantly enhances local biodiversity in a region dominated by soft substrates. From a management perspective, our findings have important implications for the sustainable development of offshore wind energy in Taiwan and globally. They confirm that OWFs can provide tangible ecological benefits in addition to renewable energy, highlighting their potential role in balancing energy development with marine conservation. Nevertheless, the observed differences in species composition between the OWF and mature ARs emphasize that structural design plays a key role in shaping reef communities. Future wind farm developments should incorporate ecological engineering principles, particularly in the design of scour protection, to maximize habitat complexity and target the enhancement of specific, commercially or ecologically valuable species.</p>
</sec>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p></sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was approved by Institutional Animal Care and Use Committee of National Taiwan Ocean University. The study was conducted in accordance with the local legislation and institutional requirements.</p></sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>KS: Funding acquisition, Writing &#x2013; review &amp; editing, Writing &#x2013; original draft, Conceptualization, Project administration, Supervision. CC: Writing &#x2013; original draft, Investigation, Data curation. CC: Methodology, Data curation, Writing &#x2013; review &amp; editing. LH: Methodology, Writing &#x2013; review &amp; editing. YS: Writing&#xa0;&#x2013; original draft, Data curation, Conceptualization, Investigation, Writing &#x2013; review &amp; editing. HC: Methodology, Writing &#x2013; review &amp; editing. WL: Resources, Writing &#x2013; review &amp; editing. HT: Resources, Writing &#x2013; review &amp; editing. TH: Writing &#x2013; review &amp; editing, Resources. CC: Resources, Writing &#x2013; review &amp; editing.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>We appreciate the support from the Center of Excellence for the Oceans and Intelligent Maritime Research Center, National Taiwan Ocean University, from its Featured Areas Research Center Program within the framework of the Higher Education Sprout Project by the Ministry of Education (MOE) in Taiwan. We would like to thank Unitech New Energy Engineering Ltd. Co. for supporting EIA monitoring project. We also very much appreciate the Central Weather Bureau of Taiwan for kindly providing temperature data, and sincerely thank Dr. Daniel Sheehy who not only polished English writing but also given professional comments and suggestions to the manuscript.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s12" 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="s13" 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.2026.1733177/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2026.1733177/full#supplementary-material</ext-link></p>
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<supplementary-material xlink:href="DataSheet2.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="DataSheet3.docx" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="DataSheet4.docx" id="SM4" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/></sec>
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