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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2024.1362169</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>Satellite tagging insights into the seasonal movements and behavior of Mediterranean spearfish (<italic>Tetrapturus belone</italic>, Istiophoridae)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Malara</surname>
<given-names>Danilo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/975732"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Battaglia</surname>
<given-names>Pietro</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/896414"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Arostegui</surname>
<given-names>Martin C.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2204587"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Dale</surname>
<given-names>Jonathan J.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2701970"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Block</surname>
<given-names>Barbara A.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/8715"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Braun</surname>
<given-names>Camrin D.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/431196"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Brogna</surname>
<given-names>Massimo</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Greco</surname>
<given-names>Silvestro</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Romeo</surname>
<given-names>Teresa</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Sicily Marine Centre, Stazione Zoologica Anton Dohrn</institution>, <addr-line>Messina</addr-line>, <country>Italy</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Sicily Marine Centre, Department of Integrated Marine Ecology, Stazione Zoologica Anton Dohrn</institution>, <addr-line>Messina</addr-line>, <country>Italy</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Woods Hole Oceanographic Institution, Biology Department</institution>, <addr-line>Woods Hole, MA</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Hopkins Marine Station, Stanford University</institution>, <addr-line>Pacific Grove, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Sea Life Care International</institution>, <addr-line>Catania</addr-line>, <country>Italy</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Calabria Marine Centre, CRIMAC, Stazione Zoologica Anton Dohrn</institution>, <addr-line>Amendolara (CS)</addr-line>, <country>Italy</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Sicily Marine Centre, Department of Biology and Evolution of Marine Organisms, Stazione Zoologica Anton Dohrn</institution>, <addr-line>Milazzo</addr-line>, <country>Italy</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>ISPRA, National Institute for Protection and Environmental Research</institution>, <addr-line>Milazzo</addr-line>, <country>Italy</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Fausto Tinti, University of Bologna, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Antonio Di Natale, Fondazione Acquario di Genova Onlus, Italy</p>
<p>Jens Krause, Humboldt University, Germany</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Danilo Malara, <email xlink:href="mailto:danilo.malara@szn.it">danilo.malara@szn.it</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>05</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1362169</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Malara, Battaglia, Arostegui, Dale, Block, Braun, Brogna, Greco and Romeo</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Malara, Battaglia, Arostegui, Dale, Block, Braun, Brogna, Greco and Romeo</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>The Mediterranean spearfish (<italic>Tetrapturus belone</italic>) is a highly migratory predator, also exploited by commercial and recreational fisheries although its catches are poorly reported. The fishing pressure on this species is currently unknown because catch and landing data are fragmentary. Furthermore, more ecological information (e.g. migratory movements) is needed to establish eventual management measures, and ICCAT has not examined the population status yet. Understanding species migratory movements is crucial for addressing conservation challenges and supporting management decisions. In this study we investigated the migratory movements, seasonal patterns, vertical behavior, and thermal preference of <italic>T. belone</italic>, with the aim to improve information on its ecology and behavior. Overall, six individuals were tagged in the Strait of Messina and Tyrrhenian Sea with pop-up satellite tags and their movements were mainly restricted to the central Mediterranean. Utilization distributions derived from geolocation revealed an overall and seasonal importance of the Tyrrhenian Sea and Strait of Sicily, as well as variability in winter habitat use. While the fish exhibited similar depth preference, spending the majority of time at depths &#x2264; 10 m, we observed that the Mediterranean spearfish is also able to perform sporadic deep dives below 200 m. Vertical movement showed a bimodal pattern common in other billfish species, characterized by occupation of shallower, warmer waters during the night and deeper, cooler waters during the day. This research increases knowledge on the migration ecology and habitat preference of <italic>T. belone</italic> which is important for management of this understudied species.</p>
</abstract>
<kwd-group>
<kwd>Pelagic predator</kwd>
<kwd>PSAT</kwd>
<kwd>Temperature niche</kwd>
<kwd>Mediterranean Sea</kwd>
<kwd>Billfish</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="84"/>
<page-count count="14"/>
<word-count count="6996"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Megafauna</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Billfishes (swordfish, sailfish, spearfishes and marlins) are large highly migratory predators including 12 species and two families, i.e., Xiphiidae and Istiophoridae (<xref ref-type="bibr" rid="B53">Nakamura, 1985</xref>). They are considered important fishery resources in many countries (<xref ref-type="bibr" rid="B25">Collette et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B59">Pons et&#xa0;al., 2017</xref>), with populations impacted by both commercial and recreational fishing (<xref ref-type="bibr" rid="B42">Holland et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B35">Ditton and Stoll, 2003</xref>). Globally, less than half of billfish stocks exhibit healthy biomass levels and nearly a quarter are still experiencing overfishing (<xref ref-type="bibr" rid="B59">Pons et&#xa0;al., 2017</xref>). However there are cases (i.e. most spearfishes) where catch data are discontinuously reported and stocks have not yet been assessed (<xref ref-type="bibr" rid="B63">Punt et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B59">Pons et&#xa0;al., 2017</xref>). Technological advances have significantly increased our understanding of billfish biology and ecology, including through the use of electronic satellite tags to reveal horizontal and vertical movement behaviors (<xref ref-type="bibr" rid="B17">Braun et&#xa0;al., 2015</xref>). Previous satellite tagging studies have primarily focused on swordfish, sailfish, and marlins, while only a limited amount of research has been devoted to spearfishes (<italic>Tetrapturus</italic> spp.). Indeed, over 1000 satellite tags were deployed on billfish globally by 2014, however only 0.2% were on spearfish species (<xref ref-type="bibr" rid="B17">Braun et&#xa0;al., 2015</xref>), highlighting the need for more research on spearfishes.</p>
<p>Among spearfishes, <italic>Tetrapturus belone</italic> is endemic from the Mediterranean Sea (MED), where it is almost exclusively distributed (<xref ref-type="bibr" rid="B53">Nakamura, 1985</xref>; <xref ref-type="bibr" rid="B24">Collette and Graves, 2019</xref>). The status of this stock has not yet been assessed by ICCAT, due to the lack of sufficient data, although the species is assessed as Least Concern in the IUCN Red List of Threatened Species (<xref ref-type="bibr" rid="B23">Collette et&#xa0;al., 2023</xref>). Information on the distribution patterns and seasonal movements of <italic>T. belone</italic> in the MED is still incomplete and data on the occurrence of this species in the Levantine Basin (<xref ref-type="bibr" rid="B8">Bariche and Fricke, 2020</xref>; <xref ref-type="bibr" rid="B40">Gerovasileiou et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B73">Saad et&#xa0;al., 2024</xref>) and western MED (<xref ref-type="bibr" rid="B65">Robins and de Sylva, 1963</xref>) are often fragmentary. However, <italic>T. belone</italic> is distributed around the Italian peninsula, primarily found in the Strait of Messina, Tyrrhenian Sea and Strait of Sicily (<xref ref-type="bibr" rid="B34">Di Natale et&#xa0;al., 2005</xref>, <xref ref-type="bibr" rid="B33">2011</xref>; <xref ref-type="bibr" rid="B32">Di Natale, 2012</xref>). Furthermore, many of the fisheries taking <italic>T. belone</italic> occurred (i.e. driftnets) or are occurring (i.e. longlines, harpoon, recreational fishing) mostly in spring, summer or early autumn. This temporal bias may limit our understanding of the species&#x2019; distribution during late autumn and winter. Additionally, there is a lack of information regarding the distribution of juvenile individuals.</p>
<p>
<italic>T. belone</italic> is an important fish resource for some Mediterranean local markets, in particular in the area of the Strait of Messina where this species is caught and commercialized by local professional harpoon fishers (<xref ref-type="bibr" rid="B71">Romeo et&#xa0;al., 2009a</xref>, <xref ref-type="bibr" rid="B70">2015</xref>; <xref ref-type="bibr" rid="B51">Malara et&#xa0;al., 2020</xref>). However, catch and landings data are often under-reported (<xref ref-type="bibr" rid="B23">Collette et&#xa0;al., 2023</xref>), thus contributing to the lack of information on this species. Most data available in the literature comes from catch series obtained from harpoon (e.g., <xref ref-type="bibr" rid="B34">Di Natale et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B70">Romeo et&#xa0;al., 2015</xref>), driftnets (currently banned) and longline fisheries (Di Natale et&#xa0;al., 2003). According to <xref ref-type="bibr" rid="B23">Collette et&#xa0;al. (2023)</xref>, landings are largely unknown, but they have recently increased (above 100 t/year), despite only Italy, Spain and Portugal occasionally and partly providing catch data to ICCAT. Recently, some fragmentary additional data are also available from recreational fishing (<xref ref-type="bibr" rid="B23">Collette et&#xa0;al., 2023</xref>) and the European Union Marine Strategy Framework Directive.</p>
<p>According to the available knowledge, the Strait of Messina and surrounding areas play an important role in different life stages of the Mediterranean spearfish providing nursery, reproductive and foraging habitats (<xref ref-type="bibr" rid="B78">Spart&#xe0;, 1960</xref>). Adult <italic>T. belone</italic> feed primarily on epipelagic fish and cephalopods (<xref ref-type="bibr" rid="B71">Romeo et&#xa0;al., 2009a</xref>, <xref ref-type="bibr" rid="B69">2012</xref>), but can also act as a gelatinous plankton opportunistic consumer (<xref ref-type="bibr" rid="B20">Cardona et&#xa0;al., 2012</xref>). The regular presence of <italic>T. belone</italic> in the Strait of Messina during late spring and summer (mainly from May to July/August) is thought to be related to reproduction (<xref ref-type="bibr" rid="B78">Spart&#xe0;, 1960</xref>; <xref ref-type="bibr" rid="B61">Potoschi, 2000</xref>) but may also be associated with food availability (<xref ref-type="bibr" rid="B65">Robins and de Sylva, 1963</xref>).</p>
<p>To date, there is minimal information about the movements, behavior, ethology, and ecology of <italic>T. belone</italic> (<xref ref-type="bibr" rid="B65">Robins and de Sylva, 1963</xref>; <xref ref-type="bibr" rid="B17">Braun et&#xa0;al., 2015</xref>). Only recently, one study investigated the horizontal and vertical movement behavior of <italic>T. belone</italic> in the MED collecting data on one tagged individual (<xref ref-type="bibr" rid="B4">Arostegui et&#xa0;al., 2019a</xref>) while another tagging study failed due to premature death and a subsequent scavenging event (<xref ref-type="bibr" rid="B51">Malara et&#xa0;al., 2020</xref>). <xref ref-type="bibr" rid="B4">Arostegui et&#xa0;al. (2019a)</xref> discovered that, on average, <italic>T. belone</italic> spent 93% of each 24-hr period above 30 m and preferred water layers between 26&#x2013;28&#xb0;C but occasionally descended into deeper, colder waters. In addition, the tagged fish exhibited a diel vertical migration spending more time in the near-surface at night and in deeper water layers during the day.</p>
<p>The aim of this paper is to help fill the knowledge gap on <italic>T. belone</italic> by investigating the movements and behavior of multiple individuals of this species in Mediterranean waters via satellite tagging. Specifically, we document the seasonal distribution and assess the depth and thermal preference of <italic>T. belone</italic>, relating the behavior to the available environmental data from tag-recorded parameters and to the diel cycle. These data will be useful as they increase knowledge on the species&#x2019; behavior and can help guide management decisions.</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 site</title>
<p>Pop-up satellite archival transmitting (PSAT) X-tags (Microwave Telemetry, Inc.) were used to perform satellite tagging on <italic>T. belone</italic> and deployed in the Strait of Messina, off north-eastern Sardinia, and off the north-western coast of Sicily (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The weight of each tagged individual was visually estimated by fishers and researchers.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Sampling area. Points indicate the position of individual tagged animals during tag deployment.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1362169-g001.tif"/>
</fig>
<p>The Strait of Messina is located in the central Mediterranean Sea and is the connection point between the Ionian and Tyrrhenian basins. This area is important because of the strong and turbulent tidal currents which allow colder, saltier and nutrient-rich deep Ionian waters to mix with shallower and warmer Tyrrhenian waters having a different density (<xref ref-type="bibr" rid="B52">Mosetti, 1991</xref>). In addition, the Ionian bottom morphology drives deep water rich in nutrients to the surface, thanks to upwelling currents, sustaining high levels of primary production (<xref ref-type="bibr" rid="B77">Span&#xf2; and De Domenico, 2017</xref>).</p>
<p>Cape San Vito is the western geographic limit of the Gulf of Castellammare (the widest bay in the northern coast of Sicily with &gt;70 km of coastline). Here, easterly anticyclonic currents are responsible for the water circulation inside the Gulf (<xref ref-type="bibr" rid="B46">Istituto Idrografico della Marina, 1982</xref>). The seafloor morphology consists of a narrow or absent continental shelf above a very steep continental slope that steps down up to 720 m in the eastern part and up to 1100 m in the northern (<xref ref-type="bibr" rid="B79">Sulli et&#xa0;al., 2021</xref>). In addition, this area is characterized by submarine canyons (<xref ref-type="bibr" rid="B79">Sulli et&#xa0;al., 2021</xref>).</p>
<p>The Sardinia Island is situated between the Sardinia Sea on the west and Tyrrhenian Sea on the east. The Sardinia Sea is characterized by the presence of anticyclonic eddies and upwelling events (<xref ref-type="bibr" rid="B64">Ribotti et&#xa0;al., 2004</xref>), whereas, currents are generated by the action of water masses from the Western Tyrrhenian sea to the east of the island. The area around Sardinia Island is highly productive due to wind action from the Strait of Bonifacio that creates eddies and also mixing of different water masses from other parts of the MED (i.e. Modified Atlantic Waters, Levantine Intermediate Waters, etc.; <xref ref-type="bibr" rid="B57">Olita et&#xa0;al., 2013</xref>).</p>
<p>Based on the geographical location, two different fishing and tagging methods were used:</p>
<list list-type="order">
<list-item>
<p>Strait of Messina: tagging operations were conducted by researchers on board two professional fishing vessels, which usually practice traditional swordfish harpoon fishing in this study area (<xref ref-type="bibr" rid="B70">Romeo et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B7">Battaglia et&#xa0;al., 2018</xref>). Individuals were sighted by experienced professional fishers located on a pulpit at the top of a mast (for a description and images of these fishing activities see <xref ref-type="bibr" rid="B7">Battaglia et&#xa0;al., 2018</xref>). The tagging operation was performed using a modified 3.5 m harpoon pole without taking the fish on board. This method was similar to the one used by <xref ref-type="bibr" rid="B51">Malara et&#xa0;al. (2020)</xref>, but a compressed rubber stopper was attached to the application pin to prevent the pin from penetrating the flesh more than 4 cm. The pole was also equipped with an action camera (GoPro Hero7) to record the tagging activity. The tags were applied into the dorsal musculature near the base of the dorsal fin, behind the head, using a Domeier anchor dart attachment (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
</list-item>
<list-item>
<p>North-eastern Sardinia and north-western coast of Sicily: the other tags were deployed using sportfishing vessels. The fish were caught on rod-and-reel with trolled lures and tagged by recreational anglers. The maximum duration of fighting was 7 minutes and the handling time was about 3 min. The tags were applied using a 1.5 m pole equipped with the previously described compressed rubber stopper. Tags were inserted into the dorsal musculature near the dorsal fin using a Domeier anchor dart attachment (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
</list-item>
</list>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Summary of tag IDs, deployment and detachment dates, area of tagging, estimated tagged animal weight (Kg) and dart type.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">Tag ID</th>
<th valign="top" align="center">Deployment date</th>
<th valign="top" align="center">Detachment date</th>
<th valign="top" align="center">Tagging area</th>
<th valign="top" align="center">Method</th>
<th valign="top" align="center">Detachment area</th>
<th valign="top" align="center">Estimated weight</th>
<th valign="top" align="center">Dart type</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center">36198</td>
<td valign="top" align="center">30 Jul 2020</td>
<td valign="top" align="center">22 Aug 2020</td>
<td valign="top" align="center">Strait of Messina</td>
<td valign="top" align="center">Harpoon vessel</td>
<td valign="top" align="center">Strait of Bonifacio</td>
<td valign="top" align="center">~20 Kg</td>
<td valign="top" align="center">dormier-small</td>
</tr>
<tr>
<td valign="top" align="center">36199</td>
<td valign="top" align="center">24 Jul 2020</td>
<td valign="top" align="center">15 Aug 2020</td>
<td valign="top" align="center">Sardinia</td>
<td valign="top" align="center">sportfishing vessels</td>
<td valign="top" align="center">Off Corsica</td>
<td valign="top" align="center">~14 Kg</td>
<td valign="top" align="center">dormier-large</td>
</tr>
<tr>
<td valign="top" align="center">36201</td>
<td valign="top" align="center">04 Oct 2020</td>
<td valign="top" align="center">22 Feb 2021</td>
<td valign="top" align="center">San Vito Lo Capo</td>
<td valign="top" align="center">sportfishing vessels</td>
<td valign="top" align="center">Strait of Sicily</td>
<td valign="top" align="center">~15 Kg</td>
<td valign="top" align="center">dormier-small</td>
</tr>
<tr>
<td valign="top" align="center">36202</td>
<td valign="top" align="center">03 Aug 2020</td>
<td valign="top" align="center">30 Oct 2020</td>
<td valign="top" align="center">Strait of Messina</td>
<td valign="top" align="center">Harpoon vessel</td>
<td valign="top" align="center">Strait of Sicily</td>
<td valign="top" align="center">~15 Kg</td>
<td valign="top" align="center">dormier-large</td>
</tr>
<tr>
<td valign="top" align="center">36204</td>
<td valign="top" align="center">31 Jul 2020</td>
<td valign="top" align="center">15 Feb 2021</td>
<td valign="top" align="center">Strait of Messina</td>
<td valign="top" align="center">Harpoon vessel</td>
<td valign="top" align="center">Gulf of Naples</td>
<td valign="top" align="center">~15 Kg</td>
<td valign="top" align="center">dormier-small</td>
</tr>
<tr>
<td valign="top" align="center">36206</td>
<td valign="top" align="center">21 Jul 2020</td>
<td valign="top" align="center">15 Feb 2021</td>
<td valign="top" align="center">Sardinia</td>
<td valign="top" align="center">sportfishing vessels</td>
<td valign="top" align="center">Aegean Sea</td>
<td valign="top" align="center">~11 Kg</td>
<td valign="top" align="center">dormier-small</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Data collection</title>
<p>Tags were programmed for 240-d deployments in which they recorded temperature, pressure (depth) and light measurements at 2-min resolution when the tag was in data collection mode. After pop-off, the tags transmitted summarized versions of stored data via Argos satellites. Transmitted data resolution was dependent on deployment duration: resolution of 15 min when deployment duration was &lt;120 days or resolution of 15&#x2013;30 min when deployment duration was 120&#x2013;240 days. Data were logged to onboard memory and summarized into a time series of depth and temperature.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Geolocation</title>
<p>Geolocation of the tagged Mediterranean spearfish was conducted using the HMMoce package for R (<xref ref-type="bibr" rid="B16">Braun et&#xa0;al., 2018</xref>). This gridded hidden Markov model approach compares diverse tag-based observations against remote sensing and data-assimilating oceanographic model outputs to generate likelihoods of a tagged individual&#x2019;s location and behavior at each time step of its deployment. At 24-hr intervals, we calculated six separate likelihoods: (a) bathymetry calculated by excluding areas shallower than the tag-recorded maximum depth in the SRTM30_PLUS dataset (<xref ref-type="bibr" rid="B11">Becker et&#xa0;al., 2009</xref>), light-based (b) latitude and (c) longitude determined by manufacturer post-processing, (d) sea surface temperature (SST) generated from comparing tag-based SST values (&lt; 10 m depth) against the Multi-scale Ultra-high Resolution (MUR) SST dataset (<xref ref-type="bibr" rid="B54">NASA/JPL, 2015</xref>), and a time series of tag-based depth-temperature profile data (15-s resolution) against the global 1/12o Hybrid Coordinate Ocean Model (HYCOM; <xref ref-type="bibr" rid="B12">Bleck, 2002</xref>; <xref ref-type="bibr" rid="B21">Chassignet et&#xa0;al., 2007</xref>) in terms of e) integrated ocean heat content (<xref ref-type="bibr" rid="B50">Luo et&#xa0;al., 2015</xref>) and (f) the daily depth-temperature products at the standard depth levels. The data-assimilating HYCOM reanalysis product adequately represents real oceanographic processes and variability in the MED (<xref ref-type="bibr" rid="B83">Wang et&#xa0;al., 2023</xref>), justifying the potential inclusion of depth-temperature likelihoods derived from comparison with this ocean model. All likelihood grids were resampled to 0.08o spatial resolution to match the native HYCOM grid. Furthermore, all likelihood calculations excluded any delta-limited temperature and depth measurements, which are potentially over- or underestimated measurements flagged by the tag manufacturer&#x2019;s software because of data compression limitations onboard the tags. Similarly, the light-based latitude and longitude likelihood calculations excluded raw light-based estimates when the raw estimates exceeded the five-day rolling mean by more than one degree.</p>
<p>For each fish, we tested three alternative likelihood combinations as inputs to the hidden Markov model to determine which yielded the best geolocation: (1) bathymetry + latitude + longitude + SST, (2) bathymetry + latitude + longitude + SST + HYCOM ocean heat content, and (3) bathymetry + latitude + longitude + SST + HYCOM depth-temperature. The resulting observation likelihoods were convolved with a diffusive movement kernel for a single behavior state. Parameter estimation of behavior state movement used bound-constrained optimization (<xref ref-type="bibr" rid="B18">Byrd et&#xa0;al., 1995</xref>). Parameter bounds and the initial value for the movement kernel were informed by the daily displacement rates (km/d) estimated from previous telemetry studies of Mediterranean spearfish (<xref ref-type="bibr" rid="B4">Arostegui et&#xa0;al., 2019a</xref>) and white marlin (Kajikia albida; <xref ref-type="bibr" rid="B44">Hoolihan et&#xa0;al., 2015</xref>). We used Akaike information criterion (AIC) weight (<xref ref-type="bibr" rid="B82">Wagenmakers and Farrell, 2004</xref>) to identify the best-fit model resulting from the three different input likelihood combinations we tested. The daily posterior likelihood surfaces generated by the best-fit models were summed for each fish to yield their time-integrated, spatial utilization distributions (UDs) throughout the overall deployment and seasonally (Winter: Dec-Feb | Spring: Mar-May | Summer: Jun-Aug | Fall: Sep-Nov). The most probable track for each deployment was generated with the Viterbi method, a global decoding solution that controls path admissibility with the daily posterior likelihoods to generate realistic movement tracks in areas of complex topography that is applicable to both demersal (<xref ref-type="bibr" rid="B55">Nielsen et&#xa0;al., 2023</xref>) and pelagic species (<xref ref-type="bibr" rid="B5">Arostegui et&#xa0;al., 2024</xref>).</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Seasonal vertical habitat utilization</title>
<p>Seasonal time at depth (TAD) and time at temperature (TAT) histograms were obtained by the analysis of raw depth and temperature time series across fish. using the RchivalTag package (v. 0.1.2; <xref ref-type="bibr" rid="B10">Bauer, 2018</xref>) in Rstudio (<xref ref-type="bibr" rid="B60">Posit team, 2023</xref>). While our analyses focused primarily on the movements of <italic>T. belone</italic>, we acknowledge the importance of the well-marked thermocline in the Mediterranean Sea, which varies in depth and consistency from mid-spring to mid-autumn.</p>
<p>To address this concern, we calculated the daily thermocline depth by interpolating temperature and depth at a resolution of 10 meters and then averaging per location (Sicilian Channel, Tyrrhenian Sea, Ionian Sea, and Aegean Sea) and seasons. Additionally, for each location, we obtained the tag-based sea surface temperature (SST) by averaging the seasonal temperature in the first 5 meters of the water column.</p>
<p>In order to assess the preferential depth of <italic>T. belone</italic> and to relate its movements to water temperature, we calculated the proportion of time spent by the tagged individual in each depth (0&#x2013;10, 10-20, 20-30, 30-40, 40-50, 50-60, 60-70, 70-80, 80-90, 90-100, &gt;100 m) and temperature (&lt; 16, 16-18, 18-20, 20&#x2013;22, 22&#x2013;24, 24&#x2013;26, 26&#x2013;28, 28-30, &gt;30&#xb0;C) bin. These proportions were estimated for each 24-hour period and then averaged to determine the mean TAD and TAT profiles. Additionally, data were further classified into nautical daytime (dawn to dusk) and nautical nighttime (dusk to dawn) categories to evaluate circadian changes in depth and temperature distribution.</p>
<p>To calculate nautical dawn and dusk data for each geolocation point, geographical coordinates estimated by the tracking model were utilized, along with the &#x2018;suncalc&#x2019; package (v. 0.5.0; <xref ref-type="bibr" rid="B80">Thieurmel and Elmarhraoui, 2019</xref>). To mitigate potential biases related to anomalous fish behavior due to the tagging operation or possible mortality events, data from the deployment and detachment days were excluded from the analysis.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Statistical analyses</title>
<p>The distance between deployment and detachment points of the calculated tracks position, the total distance travelled, and the daily distance travelled were calculated using the R package &#x201c;geosphere&#x201d; (V. 1.5-14). Kruskal-Wallis rank sum test (<xref ref-type="bibr" rid="B48">Kruskal and Wallis, 1952</xref>) followed by Conover-Iman <italic>post-hoc</italic> test and Bonferroni p-value adjust (<xref ref-type="bibr" rid="B26">Conover and Iman, 1979</xref>; <xref ref-type="bibr" rid="B27">Conover, 1999</xref>) were used to test potential differences in depth or thermal preference, while Two-sample Wilcoxon test (<xref ref-type="bibr" rid="B9">Bauer, 1972</xref>; <xref ref-type="bibr" rid="B43">Hollander et&#xa0;al., 2014</xref>) was used to investigate if there were significant diel differences in depth distribution or thermal preference.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Tag deployments</title>
<p>Six individuals of <italic>T. belone</italic> were tagged ranging between 11 and 20 kg (mean &#xb1; SD = 15 &#xb1; 2.64 kg; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). All of the deployed tags transmitted data, covering different periods of the year (summer, fall and winter), but no fish had deployment coverage in spring. Deployment durations ranged from 23 to 210 days (mean &#xb1; SD: 115 &#xb1; 76), for a total of 688 days of observation data from tags. Overall, 150 days (30 &#xb1; 7) were recorded in summer, 300 days (75 &#xb1; 16) in fall, and 238 days (79 &#xb1; 3) in winter (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Premature detachments of two tags (tag n. 36199 and 36202) were potentially due to mortality events, whereas in the other cases the tag and leader apparently detached from the fish which could be related to a pull out of the dart or failure at the leader.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Summary of the total tagging period and distance travelled by each tagged <italic>T. belone</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="center">Tag ID</th>
<th valign="middle" colspan="4" align="center">Tag retention days by season</th>
<th valign="top" rowspan="2" align="center">Pop-up distance (km)</th>
<th valign="top" colspan="4" align="center">Distance covered (km)</th>
<th valign="top" colspan="4" align="center">Daily distance covered (km/day)</th>
</tr>
<tr>
<th valign="top" align="center">Total days</th>
<th valign="top" align="center">Summer</th>
<th valign="top" align="center">Fall</th>
<th valign="top" align="center">Winter</th>
<th valign="top" align="center">Total</th>
<th valign="top" align="center">Summer</th>
<th valign="top" align="center">Fall</th>
<th valign="top" align="center">Winter</th>
<th valign="top" align="center">Overall</th>
<th valign="top" align="center">Summer</th>
<th valign="top" align="center">Fall</th>
<th valign="top" align="center">Winter</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">36198</td>
<td valign="top" align="left">24</td>
<td valign="top" align="left">24</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">721.25</td>
<td valign="top" align="left">727.96</td>
<td valign="top" align="left">727.96</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">30.33</td>
<td valign="top" align="left">30.33</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">N/A</td>
</tr>
<tr>
<td valign="top" align="left">36199</td>
<td valign="top" align="left">23</td>
<td valign="top" align="left">23</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">62.56</td>
<td valign="top" align="left">153.42</td>
<td valign="top" align="left">153.42</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">6.67</td>
<td valign="top" align="left">6.67</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">N/A</td>
</tr>
<tr>
<td valign="top" align="left">36201</td>
<td valign="top" align="left">142</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">58</td>
<td valign="top" align="left">84</td>
<td valign="top" align="left">402.71</td>
<td valign="top" align="left">1746.57</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">1042.72</td>
<td valign="top" align="left">729.86</td>
<td valign="top" align="left">12.30</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">17.98</td>
<td valign="top" align="left">8.69</td>
</tr>
<tr>
<td valign="top" align="left">36202</td>
<td valign="top" align="left">89</td>
<td valign="top" align="left">29</td>
<td valign="top" align="left">60</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">498.19</td>
<td valign="top" align="left">992.29</td>
<td valign="top" align="left">399.36</td>
<td valign="top" align="left">592.93</td>
<td valign="top" align="left">N/A</td>
<td valign="top" align="left">11.41</td>
<td valign="top" align="left">13.31</td>
<td valign="top" align="left">10.40</td>
<td valign="top" align="left">N/A</td>
</tr>
<tr>
<td valign="top" align="left">36204</td>
<td valign="top" align="left">200</td>
<td valign="top" align="left">32</td>
<td valign="top" align="left">91</td>
<td valign="top" align="left">77</td>
<td valign="top" align="left">118.32</td>
<td valign="top" align="left">1460.46</td>
<td valign="top" align="left">215.88</td>
<td valign="top" align="left">703.74</td>
<td valign="top" align="left">540.83</td>
<td valign="top" align="left">7.30</td>
<td valign="top" align="left">6.75</td>
<td valign="top" align="left">7.82</td>
<td valign="top" align="left">6.93</td>
</tr>
<tr>
<td valign="top" align="left">36206</td>
<td valign="top" align="left">210</td>
<td valign="top" align="left">42</td>
<td valign="top" align="left">91</td>
<td valign="top" align="left">77</td>
<td valign="top" align="left">3471.50</td>
<td valign="top" align="left">3412.03</td>
<td valign="top" align="left">191.25</td>
<td valign="top" align="left">2390.36</td>
<td valign="top" align="left">830.42</td>
<td valign="top" align="left">16.25</td>
<td valign="top" align="left">4.55</td>
<td valign="top" align="left">26.27</td>
<td valign="top" align="left">10.79</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Mean</bold>
</td>
<td valign="top" align="left">114.67</td>
<td valign="top" align="left">30</td>
<td valign="top" align="left">75</td>
<td valign="top" align="left">79.33</td>
<td valign="bottom" align="left">297.01</td>
<td valign="bottom" align="left">1415.46</td>
<td valign="bottom" align="left">337.57</td>
<td valign="bottom" align="left">1182.44</td>
<td valign="bottom" align="left">700.37</td>
<td valign="bottom" align="left">14.04</td>
<td valign="bottom" align="left">12.32</td>
<td valign="bottom" align="left">15.62</td>
<td valign="bottom" align="left">8.80</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>SD</bold>
</td>
<td valign="top" align="left">75.71</td>
<td valign="top" align="left">6.84</td>
<td valign="top" align="left">16.02</td>
<td valign="top" align="left">3.30</td>
<td valign="bottom" align="left">257.21</td>
<td valign="bottom" align="left">1028.14</td>
<td valign="bottom" align="left">212.77</td>
<td valign="bottom" align="left">716.81</td>
<td valign="bottom" align="left">120.05</td>
<td valign="bottom" align="left">7.96</td>
<td valign="bottom" align="left">9.47</td>
<td valign="bottom" align="left">7.19</td>
<td valign="bottom" align="left">1.57</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Min</bold>
</td>
<td valign="top" align="left">23</td>
<td valign="top" align="left">23</td>
<td valign="top" align="left">58</td>
<td valign="top" align="left">77</td>
<td valign="bottom" align="left">1.88</td>
<td valign="bottom" align="left">153.42</td>
<td valign="bottom" align="left">153.42</td>
<td valign="bottom" align="left">592.93</td>
<td valign="bottom" align="left">540.83</td>
<td valign="bottom" align="left">6.67</td>
<td valign="bottom" align="left">4.55</td>
<td valign="bottom" align="left">7.82</td>
<td valign="bottom" align="left">6.93</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Max</bold>
</td>
<td valign="top" align="left">210</td>
<td valign="top" align="left">42</td>
<td valign="top" align="left">91</td>
<td valign="top" align="left">84</td>
<td valign="bottom" align="left">721.25</td>
<td valign="bottom" align="left">3412.03</td>
<td valign="bottom" align="left">727.96</td>
<td valign="bottom" align="left">2390.36</td>
<td valign="bottom" align="left">830.42</td>
<td valign="bottom" align="left">30.33</td>
<td valign="bottom" align="left">30.33</td>
<td valign="bottom" align="left">26.27</td>
<td valign="bottom" align="left">10.79</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Total</bold>
</td>
<td valign="top" align="left">688</td>
<td valign="top" align="left">150</td>
<td valign="top" align="left">300</td>
<td valign="top" align="left">238</td>
<td valign="bottom" align="left">1782.05</td>
<td valign="bottom" align="left">8492.73</td>
<td valign="bottom" align="left">1687.87</td>
<td valign="bottom" align="left">4729.75</td>
<td valign="bottom" align="left">2101.11</td>
<td valign="bottom" align="left">84.26</td>
<td valign="bottom" align="left">61.61</td>
<td valign="bottom" align="left">62.47</td>
<td valign="bottom" align="left">26.41</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>N/A = not assessed.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Horizontal movement behavior</title>
<p>Tagged individuals remained within the MED and none of the fish went west of Corsica s Sardinia and/or into Adriatic waters (<xref ref-type="fig" rid="f2">
<bold>Figure 2</bold>
</xref>). Generally, fish movements were restricted to the Tyrrhenian Sea and central Mediterranean, but in one case (tag n. 36206) the fish reached the Aegean Sea before the tag detached. The fish covered a total distance of 8492.73 km (1415.46 &#xb1; 1028.14 km) with an average speed of 14.04 &#xb1; 7.96 km/day.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Graphic representation of the utilization distribution (UD) for all tagged fish, deployment and detachment locations (upward green and downward red triangles, respectively), overall utilization distributions with daily positions (black underlying dots) and resulting track lines (white lines). Blank panels represent seasons not included in the tag deployment. Color bar refers to the expected proportion of time spent.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1362169-g002.tif"/>
</fig>
<p>Analysis of utilization distribution patterns (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>) revealed a high importance of the Tyrrhenian basin and Strait of Sicily for Mediterranean spearfish movements and habitat use. The examined data showed that the core habitat (5% UD) for Mediterranean spearfish was mainly concentrated in the Tyrrhenian Sea, where tagged individuals remained for long periods during their horizontal movements across all seasons.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Graphic representation of the overall and seasonal utilization distribution (UD) across fish. Color bar refers to the expected proportion of time spent.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1362169-g003.tif"/>
</fig>
<p>In summer, the core habitat occurred in two areas of the Tyrrhenian Sea: the northern Tyrrhenian as well as between the Aeolian archipelago and the southern Italian peninsula. The estimate of core habitat was wider in fall and mainly centered between Sardinia and Sicily, although the estimate records a small percentage of core habitat in the Ionian Sea and Strait of Sicily. In winter, the core habitat was mainly located in three different Mediterranean areas, i.e. waters off the Aeolian archipelago, Strait of Sicily off Tunisian coasts and Greek waters in the Aegean Sea.</p>
<p>Home range (&lt;50% UD) habitat of <italic>T. belone</italic> overlapped with Tyrrhenian Sea, central Mediterranean basin and the eastern Mediterranean up to Cyprus. This pattern is also observed during fall, but considerable seasonal and individual variation in home range size were observed. For instance, individuals displayed a reduced home range in summer, expanding only between northern Tyrrhenian and Libyan coasts. However, the easterly expansion during the fall and winter was driven by the movement of a single fish.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Vertical movement behavior</title>
<p>The six tagged individuals largely remained in the upper epipelagic layer above 50 m across all seasons (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>), spending approximately 99% of time at or above this depth, with a preference for the first 10 m (74.64 &#xb1; 14.88%; <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). Significant differences were found in depth use within all seasons (KW<sub>summer</sub>: df = 10, &#x3c7;<sup>2</sup> = 1038.09, P &lt; 2.2e-16; KW<sub>fall</sub>: df = 10, &#x3c7;<sup>2</sup> = 1422.88, P &lt; 2.2e-16; KW<sub>winter</sub>: df = 10, &#x3c7;<sup>2</sup> = 914.67, P &lt; 2.2e-16), with <italic>T. belone</italic> spending a significantly greater amount of time in the first 10 m of water (p &lt; 2.2e-16; <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). There were also significant differences in diel depth use, mainly due to higher time spent at 0 &#x2013; 10 m during the night and 20 &#x2013; 50 m during the day (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1A</bold>
</xref>). Below 50 m there was no diel difference in the time spent at 60 &#x2013; 70 m and &gt; 90 m (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1A</bold>
</xref>). The maximum recorded seasonal depths were 167.0, 322.8, and 172.1 m in summer, fall and winter, respectively (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>; <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). Only one individual (n. 36206) reached depths below 200 m, performing a total of 4 dives into the mesopelagic zone during fall (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S2</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Seasonal representation of the depth-temperature experienced by <italic>T. belone</italic>. Color dots indicate the temperature achieved by the fish during the various seasons at each depth. Grey dots indicate depth recorded by the tag without associated temperature.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1362169-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Diel percentage of time spent at depth <bold>(A)</bold> and temperature <bold>(B)</bold> across tagged fish during the overall period and different seasons (Summer, Fall and Winter). Yellow bars indicate daytime while black bars indicate night-time. Depth bins were: 0-10, 10-20, 20-30, 30-40, 40-50, 50-60, 60-70, 70-80, 80-90, 90-100 and &gt;100 m. Temperature bins: &lt;16, 16-18, 18-20, 20-22, 22-24, 24-26, 26-28, 28-30, &gt;30.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1362169-g005.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Summary of the seasonal maximum and minimum temperature, the seasonal average &#xb1; sd temperature and the seasonal maximum depth recorded by the tags.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Tag n.</th>
<th valign="middle" colspan="3" align="center">Overall period</th>
<th valign="middle" colspan="3" align="center">Summer</th>
<th valign="middle" colspan="3" align="center">Fall</th>
<th valign="middle" colspan="3" align="center">Winter</th>
</tr>
<tr>
<th valign="middle" align="center">Min-Max temp. (&#xb0;C)</th>
<th valign="middle" align="center">Average Min-Max temp. (&#xb0;C) &#xb1; sd</th>
<th valign="middle" align="center">Max depth (m)</th>
<th valign="middle" align="center">Min-Max temp. (&#xb0;C)</th>
<th valign="middle" align="center">Average Min-Max temp. (&#xb0;C) &#xb1; sd</th>
<th valign="middle" align="center">Max depth (m)</th>
<th valign="middle" align="center">Min-Max temp. (&#xb0;C)</th>
<th valign="middle" align="center">Average Min-Max temp. (&#xb0;C) &#xb1; sd</th>
<th valign="middle" align="center">Max depth (m)</th>
<th valign="middle" align="center">Min-Max temp. (&#xb0;C)</th>
<th valign="middle" align="center">Average Min-Max temp. (&#xb0;C) &#xb1; sd</th>
<th valign="middle" align="center">Max depth (m)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">36198</td>
<td valign="middle" align="center">16.5-29.3</td>
<td valign="middle" align="center">24.6 &#xb1; 0.8</td>
<td valign="middle" align="center">64.6</td>
<td valign="middle" align="center">16.5-29.3</td>
<td valign="middle" align="center">24.6 &#xb1; 0.8</td>
<td valign="middle" align="center">64.6</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
</tr>
<tr>
<td valign="middle" align="center">36199</td>
<td valign="middle" align="center">14.9-29.3</td>
<td valign="middle" align="center">25.1 &#xb1; 0.9</td>
<td valign="middle" align="center">69.9</td>
<td valign="middle" align="center">14.9-29.3</td>
<td valign="middle" align="center">25.1 &#xb1; 0.9</td>
<td valign="middle" align="center">69.9</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
</tr>
<tr>
<td valign="middle" align="center">36201</td>
<td valign="middle" align="center">15.6-24.2</td>
<td valign="middle" align="center">19.0 &#xb1; 2.1</td>
<td valign="middle" align="center">123.7</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">16.7-24.2</td>
<td valign="middle" align="center">21 &#xb1; 1.1</td>
<td valign="middle" align="center">123.7</td>
<td valign="middle" align="center">15.6-21.7</td>
<td valign="middle" align="center">17.4 &#xb1; 1.1</td>
<td valign="middle" align="center">96.8</td>
</tr>
<tr>
<td valign="middle" align="center">36202</td>
<td valign="middle" align="center">15.6-30.1</td>
<td valign="middle" align="center">24.8&#xb1; 1.5</td>
<td valign="middle" align="center">113</td>
<td valign="middle" align="center">16.7-30.1</td>
<td valign="middle" align="center">26.5 &#xb1; 0.8</td>
<td valign="middle" align="center">102.2</td>
<td valign="middle" align="center">15.6-29.1</td>
<td valign="middle" align="center">24.1 &#xb1; 1.1</td>
<td valign="middle" align="center">113</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
<td valign="middle" align="center">N/A</td>
</tr>
<tr>
<td valign="middle" align="center">36204</td>
<td valign="middle" align="center">14.9-30.7</td>
<td valign="middle" align="center">20.6 &#xb1; 3.8</td>
<td valign="middle" align="center">166.8</td>
<td valign="middle" align="center">16.0-30.7</td>
<td valign="middle" align="center">25.7 &#xb1; 1.1</td>
<td valign="middle" align="center">166.8</td>
<td valign="middle" align="center">15.7-28.8</td>
<td valign="middle" align="center">21.6 &#xb1; 2.1</td>
<td valign="middle" align="center">134.5</td>
<td valign="middle" align="center">14.9-19.6</td>
<td valign="middle" align="center">16.5 &#xb1; 1.2</td>
<td valign="middle" align="center">80.7</td>
</tr>
<tr>
<td valign="middle" align="center">36206</td>
<td valign="middle" align="center">14.6-28.6</td>
<td valign="middle" align="center">22.3 &#xb1; 2.5</td>
<td valign="middle" align="center">322.8</td>
<td valign="middle" align="center">14.6-28.6</td>
<td valign="middle" align="center">24.5 &#xb1; 0.9</td>
<td valign="middle" align="center">69.9</td>
<td valign="middle" align="center">15.4-26.9</td>
<td valign="middle" align="center">22.6 &#xb1; 1.3</td>
<td valign="middle" align="center">322.8</td>
<td valign="middle" align="center">16.2-23.6</td>
<td valign="middle" align="center">19.1 &#xb1; 2.4</td>
<td valign="middle" align="center">172.1</td>
</tr>
<tr>
<td valign="middle" align="center">Across fish</td>
<td valign="middle" align="center">14.6-30.7</td>
<td valign="middle" align="center">21.7 &#xb1; 3.4</td>
<td valign="middle" align="center">322.8</td>
<td valign="middle" align="center">14.6-30.7</td>
<td valign="middle" align="center">25.3 &#xb1; 1.2</td>
<td valign="middle" align="center">166.8</td>
<td valign="middle" align="center">15.4-29.1</td>
<td valign="middle" align="center">22.4 &#xb1; 1.9</td>
<td valign="middle" align="center">322.8</td>
<td valign="middle" align="center">14.9-23.6</td>
<td valign="middle" align="center">17.4 &#xb1; 1.7</td>
<td valign="middle" align="center">172.1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Average temperature obtained by mean daily temperature.</p>
</fn>
<fn>
<p>N/A = not assessed.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Mean maximum depth <bold>(A)</bold> and mean maximum, minimum and average temperature <bold>(B)</bold> recorded by all tags during the tracking period. Red line indicates summer period, blue line the fall, green line winter period. Black dot lines in A indicate 100, 200 and 300 depth limits.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1362169-g006.tif"/>
</fig>
<p>Tagged individuals encountered environmental temperatures ranging from 14.6 and 30.7&#xb0;C in summer (mean T = 25.3 <bold>&#xb1;</bold> 1.2&#xb0;C), between 15.4 and 29.1&#xb0;C in fall (mean T = 22.4 &#xb1; 1.9&#xb0;C) and between 14.9 and 23.6&#xb0;C in winter (mean T = 17.4 &#xb1; 1.7&#xb0;C) (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>; <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>). More than 85% of time was spent between 24 and 30&#xb0;C in summer (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>), and time spent between 26 and 28&#xb0;C was significantly higher (34.51% &#xb1; 5.99) than other temperature bins (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>). <italic>Tetrapturus belone</italic> spend 78% of the time between 20 and 26&#xb0;C in fall. During this season, the time spent between 20 and 22&#xb0;C (35.29% &#xb1; 22.17) and between 22 and 24&#xb0;C (30.96% &#xb1; 18.51) were significantly higher than the period spent at other temperatures. In winter, <italic>T. belone</italic> encountered temperatures between 16 and 20&#xb0;C for about 85% of time and the highest percentage of time (50.06% &#xb1; 14.71) was spent between 16 and 18&#xb0;C.</p>
<p>Differences in the diel pattern of thermal habitat use were also observed (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1B</bold>
</xref>). During summer, <italic>T. belone</italic> spent significantly more time between 24 and 28&#xb0;C at night and cooler temperature during the day. No statistical differences were present at temperatures &gt; 28&#xb0;C (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1B</bold>
</xref>). In fall, temperature 20 &#x2013; 24&#xb0;C is occupied mainly during the night while daytime is restricted between 16 and 20&#xb0;C (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1B</bold>
</xref>). There were no differences in time spent during the day/night period at temperature cooler than 16&#xb0;C and hotter than 24&#xb0;C, and no differences in diel temperature use was found in the winter period (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1B</bold>
</xref>).</p>
<p>Our analysis of tagged fish revealed seasonal variations in Sea Surface Temperature (SST) across the Mediterranean Sea, as summarized in <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>. However, no data were available for the Aegean Sea and Sicilian Channel in summer, nor during the winter in the Ionian Sea. Through summer, temperatures ranged between 23.6&#xb0;C and 28.9&#xb0;C, with an average SST of 26.4&#xb0;C &#xb1; 1.2&#xb0;C. The Ionian Sea exhibited the highest average temperature (27.7&#xb0;C) among all regions. In fall, SST ranged from 18.7&#xb0;C to 27.1&#xb0;C, with an average of 23.1&#xb0;C &#xb1; 2.4&#xb0;C, observed across the Ionian Sea, Sicilian Channel, and Tyrrhenian Sea. The warmest temperatures were recorded in the Sicilian Channel (24.4&#xb0;C), while the lowest were in the Ionian Sea (21.1&#xb0;C). In winter, SST decreased across all seas, ranging from 15.2&#xb0;C to 21.0&#xb0;C, with an average of 17.2&#xb0;C &#xb1; 1.3&#xb0;C, and the Tyrrhenian Sea experiencing the coolest temperatures.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Seasonal variation in tag-based sea surface temperature in different MED regions.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="3" align="center">MED regions</th>
<th valign="top" colspan="9" align="center">Season</th>
</tr>
<tr>
<th valign="top" colspan="3" align="center">Summer</th>
<th valign="top" colspan="3" align="center">Fall</th>
<th valign="top" colspan="3" align="center">Winter</th>
</tr>
<tr>
<th valign="top" align="center">Min</th>
<th valign="top" align="center">Max</th>
<th valign="top" align="center">Mean &#xb1; sd</th>
<th valign="top" align="center">Min</th>
<th valign="top" align="center">Max</th>
<th valign="top" align="center">Mean &#xb1; sd</th>
<th valign="top" align="center">Min</th>
<th valign="top" align="center">Max</th>
<th valign="top" align="center">Mean &#xb1; sd</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Aegean Sea</td>
<td valign="top" align="center">N/A</td>
<td valign="top" align="center">N/A</td>
<td valign="top" align="center">N/A</td>
<td valign="top" align="center">22.2</td>
<td valign="top" align="center">23.2</td>
<td valign="top" align="center">22.6&#xb1; 0.5</td>
<td valign="top" align="center">19.3</td>
<td valign="top" align="center">21.0</td>
<td valign="top" align="center">20.1&#xb1; 0.8</td>
</tr>
<tr>
<td valign="top" align="left">Ionian Sea</td>
<td valign="top" align="center">27.1</td>
<td valign="top" align="center">28.7</td>
<td valign="top" align="center">27.7&#xb1; 0.5</td>
<td valign="top" align="center">19.9</td>
<td valign="top" align="center">23.0</td>
<td valign="top" align="center">21.1 &#xb1; 1.0</td>
<td valign="top" align="center">N/A</td>
<td valign="top" align="center">N/A</td>
<td valign="top" align="center">N/A</td>
</tr>
<tr>
<td valign="top" align="left">Sicilian Channel</td>
<td valign="top" align="center">N/A</td>
<td valign="top" align="center">N/A</td>
<td valign="top" align="center">N/A</td>
<td valign="top" align="center">20.6</td>
<td valign="top" align="center">27.1</td>
<td valign="top" align="center">24.4&#xb1; 1.9</td>
<td valign="top" align="center">16.1</td>
<td valign="top" align="center">19.8</td>
<td valign="top" align="center">17.4&#xb1; 0.9</td>
</tr>
<tr>
<td valign="top" align="left">Tyrrhenian Sea</td>
<td valign="top" align="center">23.6</td>
<td valign="top" align="center">28.9</td>
<td valign="top" align="center">26.0&#xb1; 1.1</td>
<td valign="top" align="center">18.7</td>
<td valign="top" align="center">26.7</td>
<td valign="top" align="center">22.2&#xb1; 2.6</td>
<td valign="top" align="center">15.2</td>
<td valign="top" align="center">18.9</td>
<td valign="top" align="center">16.5&#xb1; 1.1</td>
</tr>
<tr>
<td valign="top" align="left">Average</td>
<td valign="top" align="center">23.6</td>
<td valign="top" align="center">28.9</td>
<td valign="top" align="center">26.4&#xb1; 1.2</td>
<td valign="top" align="center">18.7</td>
<td valign="top" align="center">27.1</td>
<td valign="top" align="center">23.1&#xb1; 2.4</td>
<td valign="top" align="center">15.2</td>
<td valign="top" align="center">21.0</td>
<td valign="top" align="center">17.2&#xb1; 1.3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>N/A = not assessed.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Due to the resolution of the tag data, coupled with the vertical behavior of the tagged individuals, we were not able to calculate the thermocline and mixed layer depth reliably, and therefore we did not include this analysis.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>This research documented the seasonal variability in horizontal and vertical movements, as well as the thermal and depth occupation, of six <italic>T. belone</italic> in the MED using PSAT tags. Our data supplement and permit inference beyond the information from the first tagging experiment on this species (<xref ref-type="bibr" rid="B4">Arostegui et&#xa0;al., 2019a</xref>) which was restricted to a single individual.</p>
<p>In general, tagged spearfish dispersed from the release locations, moving to other areas of the Tyrrhenian Sea, Strait of Sicily, Ionian Sea and, in one case, towards Cypriot and Greek waters, where this species is considered less common (<xref ref-type="bibr" rid="B1">Akyol, 2020</xref>; <xref ref-type="bibr" rid="B40">Gerovasileiou et&#xa0;al., 2020</xref>). None of the tagged fish visited the western MED beyond Sardinia or to the Adriatic Sea, although, no data are available in spring, due to the premature detachment of the tags. <italic>T. belone</italic> showed significant mobility within the Mediterranean basin, with a mean straight-line distance from the tag area of 297.01 km, a mean total track distance of 1415.46 km, and mean daily displacement rate of 14.04 km/day. The only direct comparison could be done with the <italic>T. belone</italic> tagged in summer 2015 in the MED (<xref ref-type="bibr" rid="B4">Arostegui et&#xa0;al., 2019a</xref>), which travelled at a matching mean speed of 14.51 km/day. Similarly high extents of dispersal and degrees of mobility are known from other billfishes such as <italic>Kajikia audax</italic>, <italic>Istiompax indica</italic> and <italic>Makaira nigricans</italic> in other areas (<xref ref-type="bibr" rid="B36">Domeier, 2006</xref>; <xref ref-type="bibr" rid="B67">Rohner et&#xa0;al., 2020</xref>, <xref ref-type="bibr" rid="B66">2021</xref>; <xref ref-type="bibr" rid="B3">Andrzejaczek et&#xa0;al., 2023</xref>).</p>
<p>Despite the variation in movement behavior among individuals, in most cases, fish remained within the Tyrrhenian Sea or around Sicily. Previous research suggests these areas are regularly used by <italic>T. belone</italic> as feeding (<xref ref-type="bibr" rid="B71">Romeo et&#xa0;al., 2009a</xref>, <xref ref-type="bibr" rid="B69">2012</xref>) and reproductive grounds (<xref ref-type="bibr" rid="B78">Spart&#xe0;, 1960</xref>; <xref ref-type="bibr" rid="B29">De Sylva, 1975</xref>). The spawning period of <italic>T. belone</italic> occurs between May and September, with eggs and larvae found from late spring to summer and juveniles in the fall in the Strait of Messina (<xref ref-type="bibr" rid="B78">Spart&#xe0;, 1960</xref>). Therefore, our results support the hypothesis that the Strait of Messina and the surrounding seas are important areas for the ecology and life-history of <italic>T. belone</italic>. Previous studies have also identified the Strait of Messina and southern Tyrrhenian Sea as important spawning and/or nursery grounds for other large pelagic fishes such as swordfish and bluefin tuna (<xref ref-type="bibr" rid="B56">Nishida et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B72">Romeo et&#xa0;al., 2009b</xref>; <xref ref-type="bibr" rid="B31">Di Natale et&#xa0;al., 2018</xref>). The occurrence of juvenile spearfish as far east in the MED as the waters of Israel and Lebanon (<xref ref-type="bibr" rid="B53">Nakamura, 1985</xref>) and seasonal influxes of adult spearfish (some observed in pairs or aggregations seemingly engaged in courtship and/or spawning) as far west as Mallorca (Vince Riera, pers. comm.) and the southern coast of France (Bill Fran&#xe7;ois, pers. comm.) suggest the presence of spawning grounds throughout the basin. Yet, none of the tagged individuals in this study migrated to these longitudinally distant locations. Further long-term tagging to be carried out in more areas of the MED, is needed to elucidate the stock structure and potential connectivity or regional fidelity of Mediterranean spearfish. Furthermore, while our study provided evidence of the movements of <italic>T. belone</italic> within the Tyrrhenian Sea, around Sicily and in one case also in eastern MED, it is important to acknowledge that the species&#x2019; distribution extends beyond these regions. Additional literature suggests that <italic>T. belone</italic> is also present in various parts of the Mediterranean, including the Adriatic Sea and the Ligurian Sea (<xref ref-type="bibr" rid="B37">Dulcic and Soldo, 2004</xref>; <xref ref-type="bibr" rid="B62">Psomadakis et&#xa0;al., 2012</xref>). Moreover, the species is expected to inhabit the entire Mediterranean Sea, encompassing areas such as the Strait of Gibraltar and the near Atlantic region adjacent to the Strait (<xref ref-type="bibr" rid="B53">Nakamura, 1985</xref>; <xref ref-type="bibr" rid="B24">Collette and Graves, 2019</xref>). Therefore, future research efforts should aim to explore the movement patterns and distribution of <italic>T. belone</italic> across the broader Mediterranean basin to obtain a comprehensive understanding of its ecology and population dynamics.</p>
<p>Mediterranean spearfish in this study preferred the epipelagic environment as suggested in a previous study (<xref ref-type="bibr" rid="B4">Arostegui et&#xa0;al., 2019a</xref>), with more than 99% of time spent above 50 m and more than 70% at 0-10 m. Despite the MED being a temperate basin with unique oceanography, the epipelagic behavior was also observed in billfishes living in other oceanic areas (mostly tropical and equatorial) characterized by different physical-chemical features: <italic>T. angustirostris</italic> (<xref ref-type="bibr" rid="B6">Arostegui et&#xa0;al., 2019b</xref>, <xref ref-type="bibr" rid="B5">2024</xref>), <italic>M. nigricans</italic> (<xref ref-type="bibr" rid="B3">Andrzejaczek et&#xa0;al., 2023</xref>), K. albida (<xref ref-type="bibr" rid="B81">Vaudo et&#xa0;al., 2017</xref>), <italic>T. pfluegeri</italic> (<xref ref-type="bibr" rid="B47">Kerstetter et&#xa0;al., 2009</xref>), <italic>I. indica</italic> and <italic>K. audax</italic> (<xref ref-type="bibr" rid="B68">Rohner et&#xa0;al., 2022</xref>). In addition, tagged individuals were observed to spend nearly 99% of their time above the 50-meter mark, suggesting a foraging strategy that focuses on prey within the epipelagic zone (<xref ref-type="bibr" rid="B71">Romeo et&#xa0;al., 2009a</xref>, <xref ref-type="bibr" rid="B69">2012</xref>). However, some differences between night and daylight were observed, with the tendency to occupy deeper depths during the day than night. This was also observed in other billfishes such as <italic>T. pfluegeri</italic> (<xref ref-type="bibr" rid="B47">Kerstetter et&#xa0;al., 2009</xref>), <italic>M. nigricans</italic> (<xref ref-type="bibr" rid="B3">Andrzejaczek et&#xa0;al., 2023</xref>), <italic>Kajikia albida</italic> (<xref ref-type="bibr" rid="B81">Vaudo et&#xa0;al., 2017</xref>), and <italic>Istiophorus platypterus</italic> (<xref ref-type="bibr" rid="B58">Pohlot and Ehrhardt, 2017</xref>) but the reverse of the pattern characteristic of <italic>T. angustirostris</italic> (<xref ref-type="bibr" rid="B6">Arostegui et&#xa0;al., 2019b</xref>, <xref ref-type="bibr" rid="B5">2024</xref>). Furthermore, recent study by <xref ref-type="bibr" rid="B4">Arostegui et&#xa0;al. (2019a)</xref> reported a maximum depth of 84 m reached by an individual equipped with a PSAT tag, while <xref ref-type="bibr" rid="B53">Nakamura (1985)</xref> supposed a vertical distribution not exceeding 200 m. However, we observed for the first time that this species is also able to perform deep excursions into mesopelagic waters, with recorded dives below 200 m and a maximum depth of 322.8 m.</p>
<p>Diving into the mesopelagic zone below 200 m may serve various ecological functions (e.g. predator avoidance, feeding activity; <xref ref-type="bibr" rid="B15">Braun et&#xa0;al., 2022</xref>) and has been observed in other billfish species (i.e., <italic>M. nigricans</italic>, <italic>I. indica</italic>, <italic>K. audax</italic>; <xref ref-type="bibr" rid="B68">Rohner et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B3">Andrzejaczek et&#xa0;al., 2023</xref>). We found that the depth range of <italic>T. belone</italic> extended to greater depths during fall and winter, reaching depths &gt; 200 m. This behavior is likely due to the changes in the seasonal thermocline during fall and winter (<xref ref-type="bibr" rid="B45">Houpert et&#xa0;al., 2015</xref>). The seasonal variations in the depth of the mixed layer within the Mediterranean Sea significantly influence the vertical distribution of thermoclines, subsequently affecting the spatial distribution of prey species (<xref ref-type="bibr" rid="B74">Sabat&#xe9;s et&#xa0;al., 2009</xref>). Mediterranean spearfish, similar to other billfishes, are likely to modulate their vertical movements in response to these fluctuations (<xref ref-type="bibr" rid="B17">Braun et&#xa0;al., 2015</xref>), aiming to optimize feeding opportunities within the portion of the water column that is accessible to this species based on its thermal physiology (<xref ref-type="bibr" rid="B4">Arostegui et&#xa0;al., 2019a</xref>). These fluctuations in the MED mixed layer depth play a pivotal role in shaping the thermal structure of the water column, thereby potentially influencing the behavior and depth preferences of apex predators as documented elsewhere (<xref ref-type="bibr" rid="B13">Block et&#xa0;al., 2001</xref>). While we could not retrieve the thermocline depth and or mixed layers information from our tagging data, we were able to obtain sea surface temperature of the water column &lt; 5m. Sea surface temperature is vital for influencing the mixing layer and thermocline depth (<xref ref-type="bibr" rid="B45">Houpert et&#xa0;al., 2015</xref>), and it is crucial during spawning seasons, enabling animals to spawn when the water temperature is optimal (<xref ref-type="bibr" rid="B14">Boyce et&#xa0;al., 2008</xref>). Indeed, environmental temperature affects metabolic rate (<xref ref-type="bibr" rid="B38">Fry, 1947</xref>; <xref ref-type="bibr" rid="B22">Clarke and Johnston, 1999</xref>) which, among other parameters, influences billfish distribution and behavior (e.g., <xref ref-type="bibr" rid="B28">Dale et&#xa0;al., 2022</xref>).</p>
<p>During winter months in the MED, heightened wind activity and cooler temperatures lead to increased mixing of the water column and the formation of deeper mixed layers (<xref ref-type="bibr" rid="B41">Heslop et&#xa0;al., 2012</xref>). Similarly, our tags recorded SST in winter exhibited a significant region-specific temperature decrease (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). The coolest temperatures were recorded in the Tyrrhenian Sea, followed by the Sicilian Channel and the Aegean Sea. These cooler temperatures are characteristic of winter conditions and are potentially influenced by seasonal currents or regional weather patterns (<xref ref-type="bibr" rid="B84">Zveryaev, 2015</xref>). Conversely, in the summer months, the MED experiences shallower mixed layers due to warmer temperatures and reduced wind activity (<xref ref-type="bibr" rid="B41">Heslop et&#xa0;al., 2012</xref>). Tag-based SST reached its peak, with the Ionian Sea recording the highest average temperature, likely due to exposure to solar radiation contributing to its warmer temperatures. The Tyrrhenian Sea, although slightly cooler than the Ionian Sea, still maintained warm temperatures conducive to fish activity (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). In response, large pelagic organisms may seasonally shift the distribution of their vertical movements to continually exploit prey associated with this thermal gradient, promoting increased metabolic rates and feeding activity among fish populations. In the fall, the Mediterranean Sea experiences changes in water thermocline and mixing, affecting large pelagic animals. Cooling temperatures and shifting wind patterns lead to a shallowing of the thermocline and increased water column mixing (<xref ref-type="bibr" rid="B45">Houpert et&#xa0;al., 2015</xref>). SST exhibited notable variation across different regions. The Aegean Sea and Tyrrhenian Sea recorded moderate temperatures, while the Ionian Sea experienced slightly cooler conditions. On the contrary, the Sicilian Channel exhibited significantly warmer temperatures, likely influenced by local environmental factors. These changes can influence spawning behaviors, migration patterns, and foraging strategies of large pelagic animals as they adapt to shifting environmental conditions in pursuit of prey and suitable spawning grounds.</p>
<p>The sea surface temperatures discussed here closely align with the mean seasonal SST observed in the MED across all regions (<xref ref-type="bibr" rid="B76">Skliris et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B75">Shaltout and Omstedt, 2014</xref>; <xref ref-type="bibr" rid="B84">Zveryaev, 2015</xref>; <xref ref-type="bibr" rid="B39">Garc&#xed;a-Monteiro et&#xa0;al., 2022</xref>). The rising sea surface temperatures in the Mediterranean Sea significantly impact marine ecosystems (<xref ref-type="bibr" rid="B19">Calvo et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B49">Lange, 2020</xref>), affecting billfish populations (<xref ref-type="bibr" rid="B30">Dell&#x2019;Apa et&#xa0;al., 2018</xref>). Satellite data confirms this rise (<xref ref-type="bibr" rid="B19">Calvo et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B49">Lange, 2020</xref>), potentially altering billfish distribution, behavior, and health (<xref ref-type="bibr" rid="B2">Alix et&#xa0;al., 2020</xref>). This could lead to shifts in habitat range and migratory patterns (<xref ref-type="bibr" rid="B2">Alix et&#xa0;al., 2020</xref>). Additionally, higher sea temperatures may decrease billfish growth rates, reproductive success, and increase susceptibility to diseases (<xref ref-type="bibr" rid="B2">Alix et&#xa0;al., 2020</xref>). Understanding these impacts is crucial for conserving marine ecosystems, especially for apex predators.</p>
<p>The results of this paper improve the current understanding of the ecology, migratory behavior, and habitat preference of <italic>T. belone</italic>, as well as help in identifying crucial knowledge gaps that might help understand the distribution of the species within its range of occurrence. In particular, to better understand the migratory patterns of this species it is necessary to increase the tagging efforts, expanding to a broader range of the Mediterranean. In concert with approaches from other disciplines, such as genetics, additional tagging data would help resolve whether there is a single panmictic stock or multiple differentiated stocks within the basin, which is paramount to ensuring appropriate management strategies for this fish resource. Furthermore, additional research must also be conducted to collect yearly/seasonal catch data (landings by country, season, size composition) as well as life history information that are key factors for future stock assessments of this fishery resource.</p>
</sec>
<sec id="s5" 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="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was approved by SZN animal welfare body &#x201c;case 04/2020/ec AWB-SZN -27 June 2020 &#x2013; ricerca in natura fuori applicazione DLgs 26/2014&#x201d;. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>DM: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. PB: Conceptualization, Investigation, Methodology, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. MA: Formal Analysis, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Data curation. JD: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. BB: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. CB: Formal Analysis, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. MB: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Investigation. SG: Funding acquisition, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Supervision. TR: Conceptualization, Funding acquisition, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Project administration.</p>
</sec>
</body>
<back>
<sec id="s8" 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. Funding has been provided by the Sicilian Department of Mediterranean Fisheries (PO FEAMP 2014-2020 funds; Measure 1.40, letter c; CUP G65C18000020009, project code 02/RBC/18). MA was supported by the Postdoctoral Scholar Program at Woods Hole Oceanographic Institution with funding provided by the Dr. George D. Grice Postdoctoral Scholarship Fund, as well as the WHOI President&#x2019;s Innovation Fund.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The scientific collaboration for the Mediterranean Spearfish Program was developed under the umbrella of the Memorandum of Understanding between Stazione Zoologica Anton Dohrn (SZN), The International Game Fish Association (IGFA), Sea Life Care International (SLCI) and Stanford University (SUN). The SZN tagging operation were conducted according to the SZN animal welfare body &#x201c;case 04/2020/ec AWB-SZN -27 June 2020 &#x2013; ricerca in natura fuori applicazione DLgs 26/2014&#x201d;, as well as by the International Game Fish Association (IGFA) and Sea Life Care International (SLCI), off Sardinia as part of the collaboration and the IGFA Great Marlin Race (IGMR) citizen science program (<ext-link ext-link-type="uri" xlink:href="https://www.igfa.org">https://www.igfa.org</ext-link>) aiming to aid billfish conservation. We thank Bill Fran&#xe7;ois (&#xc9;cole Normale Sup&#xe9;rieure) and Vince Riera (Fishing in Mallorca, <ext-link ext-link-type="uri" xlink:href="https://www.fishing-mallorca.net/en/">https://www.fishing-mallorca.net/en/</ext-link>) for sharing sightings information on <italic>T. belone</italic> in the western MED. We thank Jason Schratwieser and Bruce Pohlot from IGFA for reviewing the manuscript prior to submission as well as facilitating the tag orders and delivery. We also thank the excellent crew of &#x201c;Aquila di mare&#x201d; and &#x201c;Antonio Padre&#x201d; for assistance with the field work. A special thanks goes to Sandro Onofaro, President of Yacht Club Porto Rotondo&#x2019;s, YCPR Fishing Division&#x2019;s members in Sardinia, Carlo Sabatini (MY Briciola), Cristiano Berera (MY Nibbio), Stephen Palmer and Capt. Sergio Asara (MY Spicy Tuna), for their assistance off Sardinian coast, Michel Marchandise and Capt. Pascal Louis (MY Moana) for their assistance in San Vito lo Capo (TP).</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2024.1362169/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2024.1362169/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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