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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.2023.1128473</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Depth and temperature profiles reflect individual differences in the daytime diving behaviours of pelagic thresher sharks</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Oliver</surname>
<given-names>Simon P.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/355433"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Grothues</surname>
<given-names>Thomas M.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mayo</surname>
<given-names>Zoe J.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Williams</surname>
<given-names>Amie L.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Silvosa</surname>
<given-names>Medel</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cases</surname>
<given-names>Gary</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Biological Sciences, University of Chester</institution>, <addr-line>Chester</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>The Thresher Shark Research and Conservation Project</institution>, <addr-line>Cebu</addr-line>, <country>Philippines</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Marine and Coastal Sciences, Rutgers University Marine Field Station</institution>, <addr-line>Tuckerton, NJ</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>School of Environmental Sciences, University of Liverpool</institution>, <addr-line>Liverpool</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>College of Natural Science and Mathematics, Mindanao State University, General Santos City</institution>, <addr-line>South Cotabato</addr-line>, <country>Philippines</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Divelink Cebu</institution>, <addr-line>Daanbantayan</addr-line>, <country>Philippines</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Molly E. Lutcavage, University of Massachusetts Boston, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Richard Brill, College of William &amp; Mary, United States; Russell Bradford, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Australia; Chi Hin Lam, University of Massachusetts Dartmouth, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Simon P. Oliver, <email xlink:href="mailto:s.oliver@chester.ac.uk">s.oliver@chester.ac.uk</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;ORCID: Simon P. Oliver, <uri xlink:href="https://orcid.org/0000-0002-2975-1233">orcid.org/0000-0002-2975-1233</uri>; Thomas M. Grothues, <uri xlink:href="https://orcid.org/0000-0003-2095-8286">orcid.org/0000-0003-2095-8286</uri>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Marine Megafauna, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1128473</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Oliver, Grothues, Mayo, Williams, Silvosa and Cases</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Oliver, Grothues, Mayo, Williams, Silvosa and Cases</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>We used acoustic telemetry to investigate the roles of depth and temperature in the daytime foraging behaviours of 13 tagged pelagic thresher sharks by monitoring their fine scale vertical movements in the Philippines. Cumulatively, pelagic thresher shark dives traversed the entire water column where they encountered temperatures that ranged from 33&#xb0;C at the surface to 12&#xb0;C at 250 m depths throughout the day, but the movements of individuals varied in the extent of both their deep and shallow water limits. Dives were not synchronized to diurnal cycles, and periodicity reflected cycles of similar dives, the dives themselves, deviations, cruising, and individuality. Pelagic thresher shark movements between the warm surface layer and cooler waters below the thermocline (155 &#x2013; 175&#xa0;m) may reflect a common Alopiid strategy that balances maintaining tolerable ambient water temperatures with opportunities to search for and forage on spatially patchy distributions of prey.</p>
</abstract>
<kwd-group>
<kwd>pelagic thresher shark</kwd>
<kwd>vertical movements</kwd>
<kwd>thermoregulation</kwd>
<kwd>foraging</kwd>
<kwd>acoustic telemetry</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="40"/>
<page-count count="6"/>
<word-count count="3095"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Sharks are ancestrally poikilothermic (<xref ref-type="bibr" rid="B13">Compagno, 2002</xref>), but some species have evolved unique physiological and morphological characteristics to respond to disconnects between essential resources that partition habitats in the pelagic environment (prey availability, warmth, dissolved oxygen, light), and exploit its vertical structure (<xref ref-type="bibr" rid="B13">Compagno, 2002</xref>; <xref ref-type="bibr" rid="B39">Sutton, 2013</xref>; <xref ref-type="bibr" rid="B36">Schlaff et&#xa0;al., 2014</xref>). Variations of these characteristics, which may differ among species of the same genus, have manifested in cranial endothermy (to buffer heat exchange for the brain and eyes) (<xref ref-type="bibr" rid="B8">Bres, 1993</xref>; <xref ref-type="bibr" rid="B40">Weng and Block, 2004</xref>), and/or endothermy for swimming (<xref ref-type="bibr" rid="B22">Klimley et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B25">Meekan et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B17">Harding et&#xa0;al., 2021</xref>). Other species have adapted behavioural traits that manifest in vertical oscillations through the water column to mediate unfavourable ambient water temperatures and exposure to hypoxic conditions that occur at depth where prey are located (<xref ref-type="bibr" rid="B10">Carey and Scharold, 1990</xref>; <xref ref-type="bibr" rid="B15">Gleiss et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B3">Arostegui et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B2">Andrzejaczek et&#xa0;al., 2022</xref>). Diving to access prey in deep dark water cools muscles and eyes that are needed for wide-ranging searches. If a physiological solution is not evolved, timely returns to warm surface waters devoid of prey are required (<xref ref-type="bibr" rid="B23">Lawson et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B39">Sutton, 2013</xref>; <xref ref-type="bibr" rid="B15">Gleiss et&#xa0;al., 2019</xref>).</p>
<p>End points of vertical movement for foraging are defined as diel vertical migration (DVM) on one end and rapid but short aperiodic excursions on the other (<xref ref-type="bibr" rid="B15">Gleiss et&#xa0;al., 2019</xref>). This spectrum is seen in a broad range of predatory taxa in the pelagic zone including istiophorids, scombrids, and lamniform elasmobranchs (<xref ref-type="bibr" rid="B23">Lawson et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B5">Bernal et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B15">Gleiss et&#xa0;al., 2019</xref>). Although oscillatory dives might be expected to be similar within a species, they may be modified by local cues and individual traits learned from experience within spatially and temporally well-defined bodies of water (<xref ref-type="bibr" rid="B8">Bres, 1993</xref>; <xref ref-type="bibr" rid="B40">Weng and Block, 2004</xref>; <xref ref-type="bibr" rid="B36">Schlaff et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B2">Andrzejaczek et&#xa0;al., 2022</xref>). Understanding the variation (periodicity) in oscillatory diving in such conditions is important to quantifying the range of traits on which selection acts (<xref ref-type="bibr" rid="B23">Lawson et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B5">Bernal et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B15">Gleiss et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B2">Andrzejaczek et&#xa0;al., 2022</xref>).</p>
<p>The pelagic thresher shark (<italic>Alopias pelagicus</italic>) is an Indo-Pacific lamniform that is reported to frequent coastal and offshore waters from the surface to at least 632&#xa0;m (<xref ref-type="bibr" rid="B38">Stevens et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B39">Sutton, 2013</xref>; <xref ref-type="bibr" rid="B30">Oliver et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B3">Arostegui et&#xa0;al., 2020</xref>). Pelagic thresher sharks are likely to be migratory (<xref ref-type="bibr" rid="B4">Baum et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B27">Nakano et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B33">Reardon et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B28">Oliver, 2012</xref>; <xref ref-type="bibr" rid="B39">Sutton, 2013</xref>; <xref ref-type="bibr" rid="B30">Oliver et&#xa0;al., 2019</xref>), but little is known of their vertical movements in the open ocean (<xref ref-type="bibr" rid="B30">Oliver et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B3">Arostegui et&#xa0;al., 2020</xref>). Since pelagic thresher sharks prey on food items that use DVM (which is a widespread phenomenon in marine and freshwater species) as an evasion strategy (<xref ref-type="bibr" rid="B18">Hays, 2003</xref>; <xref ref-type="bibr" rid="B32">Oliver et&#xa0;al., 2013</xref>), we can predict that their diving behaviours will be challenged by depth gradients in temperature and dissolved oxygen. Here we used acoustic telemetry to quantify the periodicity of pelagic thresher shark dives in the Visayan Sea and investigate the role that depth and temperature play in their daytime foraging behaviour.</p>
</sec>
<sec id="s2">
<title>Method</title>
<p>Monad Shoal is a shallow coastal seamount situated in the Central Visayan Sea, eight kilometers east of Malapascua Island, Cebu, in the Philippines (N 11&#xb0; 19&#x2019; 06.7&#x201d;, E 124&#xb0; 11&#x2019; 31.9&#x201d;) (<xref ref-type="bibr" rid="B28">Oliver, 2012</xref>; <xref ref-type="bibr" rid="B30">Oliver et&#xa0;al., 2019</xref>). The seamount rises 250&#xa0;m from the sea floor to 15 - 25&#xa0;m depths where it plateaus with a surface area of approximately 4.5 km<sup>2</sup>. Cleaner fish occupy stations along the mount&#x2019;s southern fringe where they provide essential parasite removal services that benefit thresher shark health and fitness (<xref ref-type="bibr" rid="B31">Oliver et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B9">Cadwallader et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B29">Oliver and Bicskos Kaszo, 2015</xref>). The predictable and repetitive occurrence of these interactions offered a unique opportunity to tag pelagic thresher sharks without catching them, and to monitor their movements near and away from the seamount (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>) (<xref ref-type="bibr" rid="B30">Oliver et&#xa0;al., 2019</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>
<bold>(A)</bold> Tags were deployed into the sharks&#x2019; interdorsal musculature using closed-circuit rebreathers and a modified speargun.  <bold>(B)</bold> Lomb-Scargle periodograms of depth for six acoustically-tagged pelagic thresher sharks (shark 60300 has two separate time series, in sub-panels D, E). Red dots correspond to P-values below 0.05 (representing frequencies with higher power than would be expected under white noise). <bold>(C)</bold> Examples of depth (m) and temperature profiles (&#xb0;C) against time of day (x-axis) expanded from full records. Shark tag ID is indicated in the bottom left of each sub-panel.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1128473-g001.tif"/>
</fig>
<p>Divers tagged thresher sharks with external sensored acoustic tags (Lotek Wireless Inc. model MM-M-16-25-TP) darted into the interdorsal musculature from 7 to 28 June 2014 (see methods in <xref ref-type="bibr" rid="B30">Oliver et&#xa0;al., 2019</xref>). Transmitters broadcasted unique CDMA-encoded identifiers every 3 seconds (<xref ref-type="bibr" rid="B16">Grothues, 2009</xref>). A second channel on each tag alternately (6 s repeat) transmitted pressure (psi) or temperature (&#xb0;C). In the days after tagging we tracked sharks leaving the seamount from a skiff equipped with stereo directional hydrophones (LPH_1, Lotek Wireless, Inc.) connected to a logging/processing system (MAP RT-A Lotek Wireless Inc.) (<xref ref-type="bibr" rid="B30">Oliver et&#xa0;al., 2019</xref>). A RayMarine (model CP100) CHIRP down-vision sonar, broadcasting at 200 kHz with Time Varying Gain surveyed the water column for reflective targets and measured depth to provide environmental context for the interpretation of the dive patterns.</p>
<p>Temperature and pressure data were filtered using methods described in <xref ref-type="bibr" rid="B30">Oliver et&#xa0;al. (2019)</xref>, and then scaled into 50 bins according to preprogramed ranges of -6 &#xb0;C to 34 &#xb0;C and 0 and 750&#xa0;psi (~510 m) respectively. To investigate the temperature profile of the water column from scatter plots, the alternating temperature and depth data were discretized to the nearest 5 s timestamp, after which co-occurring values from a given shark were plotted against each other.</p>
<p>Three of the tag sensors (two temperature and one pressure) failed during the tracking period, but failures did not occur over the entire detection period and were independent of each other (pressure or temperature). Sensor failures were identifiable as either high frequency (~12 s) oscillations between reporting real data and false floors (raw value = 0) when the underlying dive behaviours could be observed, or when they went to 0 for ensuing durations. Sensor failures also decoupled the temperature/depth relationship for part of the record. Descriptive statistics of dispersion were therefore limited to data set fragments prior to sensor failure (independently for depth and temperature). We used the Lomb-Scargle method to quantify the periodicity of thresher sharks&#x2019; vertical movements because the time series of depth for the tagged sharks contained unequally spaced observations resulting from different tracking encounters of a given shark (<xref ref-type="bibr" rid="B24">Lomb, 1976</xref>; <xref ref-type="bibr" rid="B35">Scargle, 1982</xref>). All of the analyses applied MATLAB (The MathWorks, Inc., Natick, Massachusetts, USA) native functions.</p>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>We tagged 13 pelagic thresher sharks overall, and actively tracked ten of these during 21 days of field operations (<xref ref-type="bibr" rid="B30">Oliver et&#xa0;al., 2019</xref>). Six of the corresponding time series provided sufficient data (&gt;900 observations each) for the Lomb-Scargle analyses to provide clear pictures of diving behaviour. Although the mean ( &#xb1; SD) water temperature was 24 &#xb1; 3 &#xb0;C for all sharks combined, the ambient water temperature that individual thresher sharks were exposed to during their vertical movements ranged from 12 &#xb0;C to 33 &#xb0;C and was highly variable (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The depth profiles of the tagged thresher sharks were also highly variable and ranged from the surface of the water column (0&#xa0;m) to the bottom of the water column (250&#xa0;m at the deepest point in the valley below). All of the sharks travelled to depths in excess of 175&#xa0;m, but the mean depths were much shallower and varied among individuals (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Although there was some spatial and temporal variation, the water temperature gradually declined from 30 &#xb0;C at the surface to approximately 24 &#xb0;C at 155&#xa0;m (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). It then declined rapidly to 15 &#xb0;C over the next 20&#xa0;m in the thermocline. Below 180&#xa0;m, the water appeared to be well mixed and was generally between 13 and 14 &#xb0;C with a minimum of 12 &#xb0;C(<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Summary data of tagged and tracked male (M), female (F), juvenile (J), transitional (T), adult (A), and sex/maturity undetermined (ND) pelagic thresher sharks.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left"/>
<th valign="top" align="center"/>
<th valign="top" align="center"/>
<th valign="middle" colspan="4" align="center">SEA TEMPERATURE (&#xb0;C)</th>
<th valign="top" colspan="4" align="center">SHARK DEPTH (m)</th>
</tr>
<tr>
<th valign="middle" align="center">TAG ID</th>
<th valign="top" align="center">Sex</th>
<th valign="top" align="center">Size</th>
<th valign="middle" align="center">Min</th>
<th valign="middle" align="center">Max</th>
<th valign="middle" align="center">Mean</th>
<th valign="middle" align="center">&#xb1; SD</th>
<th valign="middle" align="center">Min</th>
<th valign="middle" align="center">Max</th>
<th valign="middle" align="center">Mean</th>
<th valign="middle" align="center">&#xb1; SD</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">
<bold>59900</bold>
</td>
<td valign="top" align="center">F</td>
<td valign="top" align="center">ND</td>
<td valign="middle" align="center">13.2</td>
<td valign="middle" align="center">29.20</td>
<td valign="middle" align="center">22.06</td>
<td valign="middle" align="center">5.86</td>
<td valign="top" align="center">21</td>
<td valign="top" align="center">198</td>
<td valign="top" align="center">110</td>
<td valign="top" align="center">66</td>
</tr>
<tr>
<td valign="middle" align="center" style="background-color:#cccccc">
<bold>60200</bold>
</td>
<td valign="top" align="center" style="background-color:#cccccc">F</td>
<td valign="top" align="center" style="background-color:#cccccc">T</td>
<td valign="middle" align="center" style="background-color:#cccccc">14.00</td>
<td valign="middle" align="center" style="background-color:#cccccc">24.40</td>
<td valign="middle" align="center" style="background-color:#cccccc">22.45</td>
<td valign="middle" align="center" style="background-color:#cccccc">2.38</td>
<td valign="middle" align="center" style="background-color:#cccccc">83</td>
<td valign="middle" align="center" style="background-color:#cccccc">208</td>
<td valign="middle" align="center" style="background-color:#cccccc">129</td>
<td valign="middle" align="center" style="background-color:#cccccc">18</td>
</tr>
<tr>
<td valign="middle" align="center" style="background-color:#cccccc">
<bold>60000</bold>
</td>
<td valign="top" align="center" style="background-color:#cccccc">M</td>
<td valign="top" align="center" style="background-color:#cccccc">ND</td>
<td valign="middle" align="center" style="background-color:#cccccc">13.2</td>
<td valign="middle" align="center" style="background-color:#cccccc">33.20</td>
<td valign="middle" align="center" style="background-color:#cccccc">Failed</td>
<td valign="middle" align="center" style="background-color:#cccccc">Failed</td>
<td valign="middle" align="center" style="background-color:#cccccc">20</td>
<td valign="middle" align="center" style="background-color:#cccccc">239</td>
<td valign="middle" align="center" style="background-color:#cccccc">120</td>
<td valign="middle" align="center" style="background-color:#cccccc">56</td>
</tr>
<tr>
<td valign="middle" align="center" style="background-color:#cccccc">
<bold>60600</bold>
</td>
<td valign="top" align="center" style="background-color:#cccccc">M</td>
<td valign="top" align="center" style="background-color:#cccccc">A</td>
<td valign="middle" align="center" style="background-color:#cccccc">13.2</td>
<td valign="middle" align="center" style="background-color:#cccccc">30</td>
<td valign="middle" align="center" style="background-color:#cccccc">22.62</td>
<td valign="middle" align="center" style="background-color:#cccccc">5.18</td>
<td valign="middle" align="center" style="background-color:#cccccc">0</td>
<td valign="middle" align="center" style="background-color:#cccccc">250</td>
<td valign="middle" align="center" style="background-color:#cccccc">76</td>
<td valign="middle" align="center" style="background-color:#cccccc">85</td>
</tr>
<tr>
<td valign="middle" align="center">
<bold>60700</bold>
</td>
<td valign="top" align="center">M</td>
<td valign="top" align="center">A</td>
<td valign="middle" align="center">17.20</td>
<td valign="middle" align="center">30.80</td>
<td valign="middle" align="center">28.40</td>
<td valign="middle" align="center">3.18</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">178</td>
<td valign="top" align="center">42</td>
<td valign="top" align="center">63</td>
</tr>
<tr>
<td valign="middle" align="center" style="background-color:#cccccc">
<bold>59800</bold>
</td>
<td valign="top" align="center" style="background-color:#cccccc">ND</td>
<td valign="top" align="center" style="background-color:#cccccc">A</td>
<td valign="middle" align="center" style="background-color:#cccccc">12.4</td>
<td valign="middle" align="center" style="background-color:#cccccc">31.60</td>
<td valign="middle" align="center" style="background-color:#cccccc">19.15</td>
<td valign="middle" align="center" style="background-color:#cccccc">7.03</td>
<td valign="middle" align="center" style="background-color:#cccccc">0</td>
<td valign="middle" align="center" style="background-color:#cccccc">250</td>
<td valign="middle" align="center" style="background-color:#cccccc">140</td>
<td valign="middle" align="center" style="background-color:#cccccc">86</td>
</tr>
<tr>
<td valign="middle" align="center">
<bold>59700</bold>
</td>
<td valign="top" align="center">ND</td>
<td valign="top" align="center">A</td>
<td valign="middle" align="center">13.2</td>
<td valign="middle" align="center">30.8</td>
<td valign="middle" align="center">27.11</td>
<td valign="middle" align="center">5.17</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">229</td>
<td valign="middle" align="center">45</td>
<td valign="middle" align="center">65</td>
</tr>
<tr>
<td valign="middle" align="center" style="background-color:#cccccc">
<bold>60400</bold>
</td>
<td valign="top" align="center" style="background-color:#cccccc">M</td>
<td valign="top" align="center" style="background-color:#cccccc">A</td>
<td valign="middle" align="center" style="background-color:#cccccc">13.20</td>
<td valign="middle" align="center" style="background-color:#cccccc">30.00</td>
<td valign="middle" align="center" style="background-color:#cccccc">23.92</td>
<td valign="middle" align="center" style="background-color:#cccccc">3.87</td>
<td valign="middle" align="center" style="background-color:#cccccc">0</td>
<td valign="middle" align="center" style="background-color:#cccccc">177</td>
<td valign="middle" align="center" style="background-color:#cccccc">109</td>
<td valign="middle" align="center" style="background-color:#cccccc">58</td>
</tr>
<tr>
<td valign="middle" align="center" style="background-color:#cccccc">
<bold>60300</bold>
</td>
<td valign="top" align="center" style="background-color:#cccccc">F</td>
<td valign="top" align="center" style="background-color:#cccccc">T</td>
<td valign="middle" align="center" style="background-color:#cccccc">14.00</td>
<td valign="middle" align="center" style="background-color:#cccccc">30.00</td>
<td valign="middle" align="center" style="background-color:#cccccc">21.97</td>
<td valign="middle" align="center" style="background-color:#cccccc">4.49</td>
<td valign="middle" align="center" style="background-color:#cccccc">0</td>
<td valign="middle" align="center" style="background-color:#cccccc">198</td>
<td valign="middle" align="center" style="background-color:#cccccc">119</td>
<td valign="middle" align="center" style="background-color:#cccccc">49</td>
</tr>
<tr>
<td valign="middle" align="center" style="background-color:#cccccc">
<bold>60500</bold>
</td>
<td valign="top" align="center" style="background-color:#cccccc">ND</td>
<td valign="top" align="center" style="background-color:#cccccc">A</td>
<td valign="middle" align="center" style="background-color:#cccccc">14.80</td>
<td valign="middle" align="center" style="background-color:#cccccc">30.80</td>
<td valign="middle" align="center" style="background-color:#cccccc">28.74</td>
<td valign="middle" align="center" style="background-color:#cccccc">1.01</td>
<td valign="top" align="center" style="background-color:#cccccc">0</td>
<td valign="top" align="center" style="background-color:#cccccc">178</td>
<td valign="top" align="center" style="background-color:#cccccc">16</td>
<td valign="top" align="center" style="background-color:#cccccc">15</td>
</tr>
<tr>
<td valign="middle" align="center">
<bold>61200</bold>
</td>
<td valign="top" align="center">ND</td>
<td valign="top" align="center">ND</td>
<td valign="middle" align="center">13.20</td>
<td valign="middle" align="center">30.00</td>
<td valign="middle" align="center">28.46</td>
<td valign="middle" align="center">3.31</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">250</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">49</td>
</tr>
<tr>
<td valign="middle" align="center">
<bold>61100</bold>
</td>
<td valign="top" align="center">F</td>
<td valign="top" align="center">A</td>
<td valign="middle" align="center">13.20</td>
<td valign="middle" align="center">30.00</td>
<td valign="middle" align="center">25.50</td>
<td valign="middle" align="center">6.38</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">219</td>
<td valign="top" align="center">62</td>
<td valign="top" align="center">76</td>
</tr>
<tr>
<td valign="middle" align="center">
<bold>60800</bold>
</td>
<td valign="top" align="center">F</td>
<td valign="top" align="center">ND</td>
<td valign="middle" align="center">28.40</td>
<td valign="middle" align="center">30.00</td>
<td valign="middle" align="center">Failed</td>
<td valign="middle" align="center">Failed</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">Failed</td>
<td valign="top" align="center">Failed</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Mean and standard deviation were not calculated for short or corrupted time series from failed sensors. The sharks that provided time series that were useful for Lomb-Scargle analyses are highlighted in grey.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Depth versus temperature data for 1,146 records where depth and temperature data for a given shark (amongst all sharks combined) were both logged in a common 5 sec discretized time stamp. The red line shows the best fit model using a smoothed spline.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1128473-g002.tif"/>
</fig>
<p>Sonar targets consisted of several types of structures including highly localized dense aggregations consistent with schools of fish or squids, intermittent scattering layers (narrowly constrained in depth), and possibly the sharks themselves (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). A deep scattering layer was apparent just above the sea floor during daytime and crepuscular observations (<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>Ray-Marine sonograms showing <bold>(A)</bold> patchiness in the mid layer (circles) and continuity in the deep scattering layer (arrows); <bold>(B)</bold> a highly localised dense aggregation consistent with a school of fish (circle); and <bold>(C)</bold> intermittent scattering layers (arrows) and possibly the tracked shark itself (circle).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1128473-g003.tif"/>
</fig>
<p>When comparing periodograms between sharks there were no obvious matching peaks for different individuals (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). Inspection of the dive profiles revealed the mechanism behind the important spectrum bands. Low frequency peaks for some sharks were composed not of individual dive oscillations but periods of similar repetitive dives (e.g. shallow dives within the upper mixed layer of 5 to 10 minutes each) that gave way to a period of other cyclical dives (e.g. predominantly staying on the bottom and rising sharply and briefly through the thermocline to mid water before returning to the bottom with a single dive cycle having a period of about 1.2-1.6 hours) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>: Shark ID no.s 59800, 6300). In another example there was a period of no diving followed by a period of diving (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>: Shark ID no. 6200). Occasionally, the longer dives had short deviations up or down superimposed on them with periods of 1-10 minutes, which were irregular among dives within a set of otherwise similar dives (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>: Shark ID no.s 59700, 59800). The highest frequency cycles were an artefact of sharks swimming level at a depth corresponding to the boundary between an upper or lower sensor reporting bin, so that one or the other depth bin might be reported every 6 s (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>: 6200). Some sharks made use of the entire water column throughout the day, while others appeared to be more selective in their depth profiles (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). The total depth range appeared to influence the time period since dives over greater depth ranges took longer to traverse (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>).</p>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The longest dive oscillation phase (~10 hours) was consistent with our prediction that pelagic thresher sharks would respond to the DVM of their prey (<xref ref-type="bibr" rid="B18">Hays, 2003</xref>). DVM is typically characterised by prey species remaining in deep water during the day to avoid visually orientating predators and moving into shallow water at night where they feed before returning to depths at dawn (<xref ref-type="bibr" rid="B6">Bollens and Frost, 1989</xref>; <xref ref-type="bibr" rid="B2">Andrzejaczek et&#xa0;al., 2022</xref>). Our daytime sonargrams showed an intermittent sound scattering layer (SSL) close to the seafloor that was consistent with small schooling fish (<xref ref-type="bibr" rid="B34">Sameoto, 1982</xref>; <xref ref-type="bibr" rid="B3">Arostegui et&#xa0;al., 2020</xref>). While pelagic thresher sharks made no single dives that lasted a day, they appeared to respond to DVM patterns in their prey by performing series of deep-water dives in the early hours of the morning (<xref ref-type="bibr" rid="B19">Josse et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B38">Stevens et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B26">Musyl et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B5">Bernal et&#xa0;al., 2017</xref>). Similar patterns have been observed in a variety of shark species including bigeye thresher sharks, <italic>Alopias superciliosus</italic>, (<xref ref-type="bibr" rid="B26">Musyl et&#xa0;al., 2011</xref>), common thresher sharks, <italic>Alopias vulpinus</italic> (<xref ref-type="bibr" rid="B12">Cartamil et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B11">Cartamil et&#xa0;al., 2011</xref>), blue sharks, <italic>Prionace glauca</italic> (<xref ref-type="bibr" rid="B10">Carey and Scharold, 1990</xref>), white sharks, <italic>Carcharhinus carcharias</italic> (<xref ref-type="bibr" rid="B14">Dewar et&#xa0;al., 2004</xref>), basking sharks, <italic>Cetorhinus maximus</italic> (<xref ref-type="bibr" rid="B37">Shepard et&#xa0;al., 2006</xref>), and oceanic white tip sharks, <italic>Carcharhinus longimanus</italic> (<xref ref-type="bibr" rid="B1">Andrzejaczek et&#xa0;al., 2018</xref>). Yet the dominant periodicity in the vertical movements of the pelagic thresher sharks that we tagged varied for each individual in spite of having strong spectral periodicities at periods of less than 1 cycle per day, which indicated localized and idiosyncratic modifications in response to other factors (<xref ref-type="bibr" rid="B26">Musyl et&#xa0;al., 2011</xref>).</p>
<p>One of the most widespread behaviours associated with the movements of marine vertebrates in the open ocean is oscillatory swimming in which ectotherms optimize their body temperature by recovering heat lost when deep diving (<xref ref-type="bibr" rid="B22">Klimley et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B17">Harding et&#xa0;al., 2021</xref>), or by transferring heat to the water column to reduce heat stress (<xref ref-type="bibr" rid="B20">Kitagawa et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B5">Bernal et&#xa0;al., 2017</xref>). Shark species that exhibit this behavioural pattern include the bigeye thresher shark, <italic>Alopias superciliosus</italic> (<xref ref-type="bibr" rid="B26">Musyl et&#xa0;al., 2011</xref>), the scalloped hammerhead shark, <italic>Sphyrna lewini</italic> (<xref ref-type="bibr" rid="B21">Klimley, 1993</xref>), and the blue shark, <italic>Prionace glauca</italic> (<xref ref-type="bibr" rid="B10">Carey and Scharold, 1990</xref>). Oscillatory movements by pelagic thresher sharks in this study reflect this type of behaviour, and pelagic thresher sharks could be returning to surface waters to warm-up at the limit of their thermal inertia, after performing a deep dive (<xref ref-type="bibr" rid="B2">Andrzejaczek et&#xa0;al., 2022</xref>). The depth limits of the dive oscillations could also reflect a behavioural adaptation to avoid increasingly hypoxic conditions that occur below 150&#xa0;m (<xref ref-type="bibr" rid="B5">Bernal et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B3">Arostegui et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B17">Harding et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B2">Andrzejaczek et&#xa0;al., 2022</xref>). Although swimming in oscillations may be efficient as a thermoregulation and/or respiration strategy for pelagic thresher sharks, it risks temporarily decoupling them from access to their prey (<xref ref-type="bibr" rid="B22">Klimley et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B26">Musyl et&#xa0;al., 2011</xref>).</p>
<p>The thermal gradient encountered by tagged pelagic thresher sharks was characterised by a strong thermocline, indicating a pycnocline, and the dives of several sharks were focused in corresponding depths. While such limits may have met a shark&#x2019;s need to thermoregulate without additional travel, it is possible that pelagic thresher shark dive oscillations may also have intercepted the scent plumes of their prey which typically disperse along isopycnals (rather than spherically) in stratified water (<xref ref-type="bibr" rid="B10">Carey and Scharold, 1990</xref>). Our sonargrams showed that targets consistent with prey were found throughout the water column. DVM in thresher shark dives may therefore not have been a response to DVM in prey if a win-stay-lose-shift or backlighting strategy was favoured (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>) (<xref ref-type="bibr" rid="B10">Carey and Scharold, 1990</xref>; <xref ref-type="bibr" rid="B7">Bonnet-Lebrun et&#xa0;al., 2021</xref>). These pressures could be working in tandem to drive the evolution of physiological solutions to thermoregulation in pelagic thresher sharks.</p>
<p>When investigating the vertical movements of a single pelagic thresher shark in the Red Sea, <xref ref-type="bibr" rid="B3">Arostegui et&#xa0;al. (2020)</xref> showed that the shark&#x2019;s daytime diving behaviour avoided hypoxic conditions that occur below 300&#xa0;m in relatively cool (mean 22.1 &#xb0;C) water (even though that is where the daytime distribution of its prey was most likely to be located) in favour of nighttime overlaps with small epipelagic prey fishes that occur in relatively warm (mean 24.2 &#xb0;C) surface waters (50-150&#xa0;m). They concluded that the shark&#x2019;s diving behaviour was not constrained by the Red Sea&#x2019;s ambient water temperature which ranged from 21 to 26 &#xb0;C over a 24-hour (day and nighttime) cycle. Conversely, the ambient water temperature that the 13 sharks that we tagged encountered in the Visayan Sea ranged from 12 to 33 &#xb0;C over a 12-hour daytime cycle. The daytime dive profiles and 21 &#xb0;C maximum temperature exchange that we recorded resemble those reported for closely related bigeye thresher sharks (<xref ref-type="bibr" rid="B13">Compagno, 2002</xref>; <xref ref-type="bibr" rid="B26">Musyl et&#xa0;al., 2011</xref>) and support other assertions that pelagic thresher sharks are physiologically and behaviourally adapted for thermotolerance (<xref ref-type="bibr" rid="B40">Weng and Block, 2004</xref>; <xref ref-type="bibr" rid="B17">Harding et&#xa0;al., 2021</xref>). Unlike the shark that was monitored in the Red Sea where depth was not limited by the seafloor and where the minimum temperature at maximum depth (632&#xa0;m) was 21.6 &#xb0;C, our observed maximum recorded diving depth of 250&#xa0;m was constrained by the depth of the water column. Since most of the 13 sharks that we tagged only went to the bottom of the thermocline where the water temperature was 12 &#xb0;C, data collected from pelagic thresher sharks in deeper, mixed, truly pelagic environments, will further knowledge of their ecology in the future.</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 reviewed and approved by the Department of Tourism, the Governor of Cebu, and the Municipality of Daanbantayan, and adhered to the Philippine &#x2018;Wildlife Resources Conservation and Protection Act&#x2019;. Tagging was performed under IACUC compliant protocol No. 04-020 (Rutgers University).</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
    <p>SO and TG conceived and designed the study. ZM and TG organized the database and performed the statistical analysis. SO and TG wrote the first draft of the manuscript. SO, TG, AW, MS and GC collected the field data. All of the authors contributed to manuscript revision, read, and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work would not have been possible without generous funding from Discovery Communications<sup>&#xae;</sup> and the allocation of essential resources by S. Christopher, D. Allen, Scubazoo and Passion Pictures. The research was additionally supported by a University of Chester International Research Excellence Award (to SPO), funded under the Santander Universities scheme. The funders were not involved in the study design, collection, analysis, interpretation of data, the writing of this article, or the decision to submit it for publication.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We are particularly grateful to the Philippines Department of Tourism, the Governor of the Province of Cebu, and the Municipal Mayor of DaanBantayan for their field support and guidance. We thank V. Cerna, M. Reed, S. Enderby, J. Isley, and R. Munns, M. Healey, A. Fritz, M. Schwarzmeier, M. Jenson, S. Zudnick, staff and crew from <italic>M/Y Vasco</italic>, TSRCP, Divelink Cebu, and Evolution Dive Resort for their assistance in the field, and we thank Matthew Spencer for contributing to the design of the analyses and reviewing the manuscript. The manuscript was enhanced by input from three reviewers whom we thank.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>Author GC was employed by company Divelink Cebu.</p>
<p>The remaining 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>
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