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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.2023.1143728</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>Coral reef resilience persisted for a millennium but has declined rapidly in recent decades</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Ting</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2169748"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname>
<given-names>Tianran</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/1958150"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Sheng</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lin</surname>
<given-names>Xianzhi</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Shu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yan</surname>
<given-names>Wen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Key Laboratory of Ocean and Marginal Sea Geology, South China Sea Institute of Oceanology, Chinese Academy of Sciences</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>University of Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Key Laboratory of Tropical Marine Bio-resources and Ecology, South China Sea Institute of Oceanology, Chinese Academy of Sciences</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Wei Jiang, Guangxi University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Liang Yi, Tongji University, China; Shendong Xu, Yantai Institute of Coastal Zone Research (CAS), China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Tianran Chen, <email xlink:href="mailto:chentianran@scsio.ac.cn">chentianran@scsio.ac.cn</email>; Sheng Liu, <email xlink:href="mailto:shliu@scsio.ac.cn">shliu@scsio.ac.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Coral Reef Research, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1143728</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>01</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Zhang, Chen, Liu, Lin, Li and Yan</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Zhang, Chen, Liu, Lin, Li and Yan</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 lack of long-term records of coral community composition restricts our understanding of the contemporary ecological states of tropical reefs. Here we integrated paleo-ecological reconstruction, historical mortality evidence, and ecological survey data to determine the temporal variability in reef resilience of the Nansha atolls in the tropical western Pacific. Subfossil coral assemblages extracted from the reef cores exhibited no evidence of community shifts attributable to centennial-scale changes in El Ni&#xf1;o variability during the last millennium, suggesting long-term stability in community structure and persistence of reef resilience. By contrast, ecological surveys revealed a major collapse in the reef ecosystem, and high-precision U-series dating of dead <italic>Acropora</italic> fragments indicated that this collapse occurred in recent decades and was especially relevant to several strong/extreme El Ni&#xf1;o episodes. Frequent and intensive El Ni&#xf1;o&#x2212;Southern Oscillation and marine heatwaves have overwhelmed the reefs&#x2019; resistive and recovery capacity, thereby impairing reef resilience.</p>
</abstract>
<kwd-group>
<kwd>reef resilience</kwd>
<kwd>branching coral</kwd>
<kwd>paleo-ecological reconstruction</kwd>
<kwd>El Ni&#xf1;o</kwd>
<kwd>marine heatwaves</kwd>
<kwd>tropical atoll</kwd>
</kwd-group>
<counts>
<fig-count count="10"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="56"/>
<page-count count="17"/>
<word-count count="7562"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Coral reef resilience, the capacity to resist stressors or recover from recurrent disturbances, is essential for maintaining ecosystem functions, the delivery of ecological goods and services, and the practice of coral reef restoration (<xref ref-type="bibr" rid="B32">Moberg and Folke, 1999</xref>; <xref ref-type="bibr" rid="B22">Hughes et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B43">Shaver et&#xa0;al., 2022</xref>). However, recurring large-scale coral bleaching and mortality triggered by extremely high sea surface temperature (SST) events (i.e., marine heatwaves, abbreviated as MHWs; <xref ref-type="bibr" rid="B18">Hobday et&#xa0;al., 2016</xref>) are at present the greatest threats to global coral reef resilience (<xref ref-type="bibr" rid="B20">Hughes et&#xa0;al., 2018a</xref>; <xref ref-type="bibr" rid="B44">Smale et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B45">Souter et&#xa0;al., 2021</xref>). Concurrent with ongoing climate warming, global MHWs are becoming more intense, frequent, and prolonged (<xref ref-type="bibr" rid="B15">Fr&#xf6;licher et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B36">Oliver et&#xa0;al., 2018</xref>) and have already occurred throughout all El Ni&#xf1;o&#x2212;Southern Oscillation (ENSO) phases (e.g., <xref ref-type="bibr" rid="B12">Eakin et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B31">Mo et&#xa0;al., 2022</xref>). Correspondingly, regional- to global-scale bleaching and mortality events are occurring more frequently, increasing the likelihood of an &#x201c;annual bleaching scenario&#x201d; in the coming decades (<xref ref-type="bibr" rid="B21">Hughes et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B20">Hughes et&#xa0;al., 2018a</xref>). The interval between events is therefore becoming insufficient for a full recovery of coral reef ecosystems (<xref ref-type="bibr" rid="B20">Hughes et&#xa0;al., 2018a</xref>).</p>
<p>Rapidly increasing MHW-induced bleaching has raised worldwide interest in evaluating the impacts on coral reef resilience and associated ecosystem services at present and in the future (reviewed in <xref ref-type="bibr" rid="B22">Hughes et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B40">Roff and Mumby, 2012</xref>; <xref ref-type="bibr" rid="B2">Carballo-Bola&#xf1;os et&#xa0;al., 2020</xref>). However, debates on the impacts of regional thermal disturbances, resultant resilience changes, and the future of tropical coral reef systems are still ongoing. The prevailing view is that MHWs erode coral reef resilience by increasing mass coral bleaching and mortality, reducing larval supply and coral recruitment, weakening the reef&#x2019;s connectivity, and eventually changing coral community composition and ecological function (<xref ref-type="bibr" rid="B24">Hughes et&#xa0;al., 2018b</xref>; <xref ref-type="bibr" rid="B23">Hughes et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B5">Cheung et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B46">Speare et&#xa0;al., 2022</xref>). However, several new perspectives from the Lakshadweep archipelago, central Indian Ocean (<xref ref-type="bibr" rid="B53">Yadav et&#xa0;al., 2018</xref>), and the Gilbert Islands, central tropical Pacific (<xref ref-type="bibr" rid="B11">Donner and Carilli, 2019</xref>; <xref ref-type="bibr" rid="B1">Cannon et&#xa0;al., 2021</xref>), have suggested that the reduction in bleaching-sensitive, branching species (e.g., <italic>Acropora</italic>) is not a signal of lowered resilience. On the contrary, it indicates a shift in the community composition to more heat-tolerant, slow-growing taxa, which is causing the growing resistance of reef systems to recurrent thermal anomalies. Furthermore, evidence from the western (<xref ref-type="bibr" rid="B9">DeCarlo et&#xa0;al., 2019</xref>), central (<xref ref-type="bibr" rid="B14">Fox et&#xa0;al., 2021</xref>) and eastern (<xref ref-type="bibr" rid="B41">Romero-Torres et&#xa0;al., 2020</xref>) tropical Pacific indicated that corals (at least some species) demonstrated more resistance to bleaching and mortality after exposure to repeated thermal stresses, and therefore tropical reefs may have the capability to adapt to near future warming and frequent MHW events.</p>
<p>Almost all knowledge concerning reef thermal resilience is based on observation data from modern coral reefs. Long-term (centennial to millennial timescale) baseline data that document temporal coral community changes forced by changed thermal regimes (e.g., <xref ref-type="bibr" rid="B48">Toth et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B49">Toth et&#xa0;al., 2021</xref>) are valuable for understanding contemporary reef resilience and vulnerability to climate change and may provide new perspectives for the above debates. However, such long-term records are scarce in the tropical Indo-Pacific region, the location of the world&#x2019;s most abundant reef-building corals. Here, we present a ~1000-year record of coral community composition from two atolls (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) in the core area of the Indo-Pacific Warm Pool, where corals are surviving at close to the upper limits of their thermal tolerance and regularly experience heat stresses from El Ni&#xf1;o events (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). A high-resolution paleo-ecological reconstruction based on uranium-thorium (U-Th) dated subfossil branching corals extracted from three reef cores was used to provide baselines and long-term insights into the reef resilience under paleoclimate dynamics. We also assessed the community composition, coral bleaching, and U-Th dated mortality for living and dead assemblages to determine the potential transformations of reef assemblages through statistical comparisons between paleo- and modern records. In this study, branching coral groups (especially the genus <italic>Acropora</italic>) were given special concern in reef cores and modern surveys, as they are fast-growing but susceptible to heat stress and bleaching and play a significant role in reef ecosystems as key framework builders and ecological service providers.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The Nansha Archipelago <bold>(A)</bold> is in the tropical South China Sea, western Pacific <bold>(B)</bold>. Two atolls, Dongmen <bold>(C)</bold> and Meiji <bold>(D)</bold>, are located in the north of Nansha region. Red circles indicated the locations of core sampling and ecological surveys. Satellite images were downloaded from the NOAA Marine Trackline Geophysical Data (<ext-link ext-link-type="uri" xlink:href="https://ngdc.noaa.gov/mgg/geodas/trackline.html">https://ngdc.noaa.gov/mgg/geodas/trackline.html</ext-link>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1143728-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Monthly (June) mean sea surface temperatures (IGOSS nmc Reyn_SmithOIv2 monthly SST; <xref ref-type="bibr" rid="B38">Reynolds et&#xa0;al., 2002</xref>) displayed the variability of the warm pool structure associated with three strong/extreme El Ni&#xf1;o events. Our study site is indicated with a yellow &#x201c;&#x394;&#x201d; in each image.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1143728-g002.tif"/>
</fig>
</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 Sites</title>
<p>The Nansha Archipelago (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), situated in the western tropical Pacific, extends southward from ~12&#xb0;N to ~6&#xb0;N and consists of over 200 coral atolls, cays, and shoals, and therefore is the largest coral reef system in the South China Sea. The abutting Coral Triangle (<ext-link ext-link-type="uri" xlink:href="http://www.thecoraltriangle.com/">http://www.thecoraltriangle.com/</ext-link>) has been widely recognized as marine biodiversity hotspots at the global scale.</p>
<p>Based on the IGOSS dataset (<xref ref-type="bibr" rid="B38">Reynolds et&#xa0;al., 2002</xref>) between 1982 and 2020, the monthly mean SST in this area is 28.8&#xb0;C, ranging from 26.2&#xb0;C to 31.0&#xb0;C. Abnormally high SSTs, commonly driven by periodic El Ni&#xf1;o events (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), may severely threaten local reef-building corals (<xref ref-type="bibr" rid="B26">Li et&#xa0;al., 2011</xref>). The Nansha area is an excellent laboratory for examining tropical coral reef resilience in response to El Ni&#xf1;o and MHW induced-thermal disturbances, because (1) the atolls are located in the core area of the Indo-Pacific Warm Pool, where corals typically live close to the upper limits of their thermal tolerance and are therefore vulnerable to thermal bleaching, (2) this region regularly experiences extreme heat associated with both central Pacific (CP) and eastern Pacific (EP) El Ni&#xf1;o events (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), and (3) the offshore atolls are isolated from terrigenous sediments and pollution, and thus thermal stresses can be considered the primary threat to local reef systems. In 2016 and 2017, reef cores and ecological data were collected from Dongmen (9.91&#xb0;N, 114.50&#xb0;E) and Meiji (9.90&#xb0;N, 115.53&#xb0;E), two atolls in the center of the Nansha Archipelago (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Reef core collection and taxonomic analyses</title>
<p>In 2017, three cores (DM-1, collected from Dongmen Atoll; MJ-1 and MJ-2, collected from Meiji Atoll) were collected on the seaward margins (top of the front reef-slopes) of the two atolls (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), where the reef surfaces are always submerged, even during low tides, except for several large <italic>Porites</italic> blocks. Reef margins are ideal sites for coring because (1) fossil assemblages in cores can reflect the composition of the original coral assemblage of reef slopes (the main coral growing sites of an atoll) to the greatest extent; (2) reef flats and cays, in contrast, are largely composed of reworked and transported coral materials (e.g., <xref ref-type="bibr" rid="B4">Chen et&#xa0;al., 2019</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Core logs, bio-sedimentary facies, and U-Th chronology. The abnormal U-Th ages in the upper parts of cores are labelled in red.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1143728-g003.tif"/>
</fig>
<p>To improve the recovery of unconsolidated sediments, cores were recovered by percussion coring using a diver-operated, submersible, hydraulic jackhammer and 76-mm diameter aluminum pipes. During extraction, each top pipe end was sealed by an externally fitted rubber plug, thereby creating a vacuum and preventing loss of material from the buried end. Cores were extracted slowly by the aid of adjustable clamps with handles and inflatable bags with air infilling from self-contained underwater breathing apparatus (SCUBA) regulators. This technique enabled ~3 m of penetration and 100% recovery of each core. A sediment compaction percentage (~ 34%) was calculated for each core to allow conversion to uncompacted depths.</p>
<p>In our lab, the aluminum core pipes were split in half using a circular saw to cut longitudinally. Each core sediment was further sub-sampled at 1-cm intervals. Subsampling interval was occasionally increased (up to 3 cm) due to large coral fragments encountered. Each sediment subsample was desalinized with deionized water, dried in an oven, then divided into &gt; 2-mm and &lt; 2-mm segments in size by sieving. In order to determine downcore changes in sediment composition and log the cores (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), bio-sedimentary facies for each &gt; 2-mm fraction were identified by using a binocular microscope. In this study, bio-sedimentary facies include corals, coralline algae, molluscs, <italic>Halimeda</italic>, and others (including foraminifera shells and sea urchin spines). The weights of bio-sedimentary facies were measured using an electronic balance. Among the coral subfossils from the &gt; 2-mm sediment fraction, all branching corals were identified to genus level (e.g., <italic>Acropora</italic>, <italic>Pocillopora</italic>, and <italic>Seriatopora</italic>) according to the morphology and skeletal architecture (colony morphology, corallite arrangement and budding, corallite morphology, and coenosteum and internal corallite structure; <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>) with reference to taxonomic features described in <xref ref-type="bibr" rid="B51">Veron (2000)</xref>; <xref ref-type="bibr" rid="B56">Zou (2001)</xref> and <xref ref-type="bibr" rid="B19">Huang et&#xa0;al. (2021)</xref>. For most non-branching subfossil corals, however, identification was difficult because of insufficient corallites in small fragments. The branching and non-branching coral subfossils were also weighed. Coral abundance was subsequently assessed using the subfossil coral weight divided by the gross weight of the &gt; 2-mm fraction of each sediment subsample. Similarly, the weights of each branching genus, all branching subfossils, and non-branching subfossils were standardized to percent abundance of the total subfossil coral weight. The down-core abundance timeseries (<xref ref-type="table" rid="T1">
<bold>Tables&#xa0;1</bold>
</xref> and <xref ref-type="table" rid="T2">
<bold>2</bold>
</xref>; <xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5A, B</bold>
</xref>) were calculated as the average from three cores and 50-year intervals based on the interpolated U-Th chronology (see below &#x201c;2.4 U-Th dating&#x201d;).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Representative photos of subfossil branching coral samples selected from the reef cores: <bold>(A, B)</bold> <italic>Acropora</italic> spp.; <bold>(C, D)</bold> <italic>Seriatopora</italic> spp.; <bold>(E, F)</bold> <italic>Pocillopora</italic> spp.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1143728-g004.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Abundance of bio-sedimentary facies from the reef cores.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Date (AD)</th>
<th valign="middle" align="center">Coral (%)</th>
<th valign="middle" align="center">Coralline algae (%)</th>
<th valign="middle" align="center">
<italic>Halimeda</italic> (%)</th>
<th valign="middle" align="center">Molluscs (%)</th>
<th valign="middle" align="center">Others (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">2001&#x2013;2017</td>
<td valign="middle" align="center">38.63</td>
<td valign="middle" align="center">29.85</td>
<td valign="middle" align="center">17.90</td>
<td valign="middle" align="center">12.38</td>
<td valign="middle" align="center">1.24</td>
</tr>
<tr>
<td valign="middle" align="left">1951&#x2013;2000</td>
<td valign="middle" align="center">36.98</td>
<td valign="middle" align="center">31.54</td>
<td valign="middle" align="center">15.90</td>
<td valign="middle" align="center">14.22</td>
<td valign="middle" align="center">1.36</td>
</tr>
<tr>
<td valign="middle" align="left">1901&#x2013;1950</td>
<td valign="middle" align="center">37.19</td>
<td valign="middle" align="center">30.05</td>
<td valign="middle" align="center">10.85</td>
<td valign="middle" align="center">19.38</td>
<td valign="middle" align="center">2.53</td>
</tr>
<tr>
<td valign="middle" align="left">1851&#x2013;1900</td>
<td valign="middle" align="center">38.92</td>
<td valign="middle" align="center">28.74</td>
<td valign="middle" align="center">11.75</td>
<td valign="middle" align="center">17.25</td>
<td valign="middle" align="center">3.34</td>
</tr>
<tr>
<td valign="middle" align="left">1801&#x2013;1850</td>
<td valign="middle" align="center">67.62</td>
<td valign="middle" align="center">12.27</td>
<td valign="middle" align="center">10.74</td>
<td valign="middle" align="center">8.05</td>
<td valign="middle" align="center">1.33</td>
</tr>
<tr>
<td valign="middle" align="left">1751&#x2013;1800</td>
<td valign="middle" align="center">51.40</td>
<td valign="middle" align="center">30.19</td>
<td valign="middle" align="center">12.02</td>
<td valign="middle" align="center">5.19</td>
<td valign="middle" align="center">1.20</td>
</tr>
<tr>
<td valign="middle" align="left">1701&#x2013;1750</td>
<td valign="middle" align="center">54.46</td>
<td valign="middle" align="center">26.28</td>
<td valign="middle" align="center">11.90</td>
<td valign="middle" align="center">6.24</td>
<td valign="middle" align="center">1.12</td>
</tr>
<tr>
<td valign="middle" align="left">1651&#x2013;1700</td>
<td valign="middle" align="center">57.94</td>
<td valign="middle" align="center">26.17</td>
<td valign="middle" align="center">10.24</td>
<td valign="middle" align="center">4.75</td>
<td valign="middle" align="center">0.89</td>
</tr>
<tr>
<td valign="middle" align="left">1601&#x2013;1650</td>
<td valign="middle" align="center">64.94</td>
<td valign="middle" align="center">17.78</td>
<td valign="middle" align="center">13.76</td>
<td valign="middle" align="center">2.87</td>
<td valign="middle" align="center">0.65</td>
</tr>
<tr>
<td valign="middle" align="left">1551&#x2013;1600</td>
<td valign="middle" align="center">70.12</td>
<td valign="middle" align="center">11.92</td>
<td valign="middle" align="center">14.35</td>
<td valign="middle" align="center">2.60</td>
<td valign="middle" align="center">1.02</td>
</tr>
<tr>
<td valign="middle" align="left">1501&#x2013;1550</td>
<td valign="middle" align="center">74.57</td>
<td valign="middle" align="center">12.50</td>
<td valign="middle" align="center">7.36</td>
<td valign="middle" align="center">4.54</td>
<td valign="middle" align="center">1.04</td>
</tr>
<tr>
<td valign="middle" align="left">1451&#x2013;1500</td>
<td valign="middle" align="center">69.91</td>
<td valign="middle" align="center">14.77</td>
<td valign="middle" align="center">8.80</td>
<td valign="middle" align="center">5.90</td>
<td valign="middle" align="center">0.62</td>
</tr>
<tr>
<td valign="middle" align="left">1401&#x2013;1450</td>
<td valign="middle" align="center">60.12</td>
<td valign="middle" align="center">25.43</td>
<td valign="middle" align="center">7.81</td>
<td valign="middle" align="center">5.67</td>
<td valign="middle" align="center">0.97</td>
</tr>
<tr>
<td valign="middle" align="left">1351&#x2013;1400</td>
<td valign="middle" align="center">58.95</td>
<td valign="middle" align="center">29.13</td>
<td valign="middle" align="center">5.86</td>
<td valign="middle" align="center">5.11</td>
<td valign="middle" align="center">0.96</td>
</tr>
<tr>
<td valign="middle" align="left">1301&#x2013;1350</td>
<td valign="middle" align="center">56.24</td>
<td valign="middle" align="center">34.15</td>
<td valign="middle" align="center">6.37</td>
<td valign="middle" align="center">2.70</td>
<td valign="middle" align="center">0.54</td>
</tr>
<tr>
<td valign="middle" align="left">1251&#x2013;1300</td>
<td valign="middle" align="center">41.84</td>
<td valign="middle" align="center">45.49</td>
<td valign="middle" align="center">7.21</td>
<td valign="middle" align="center">4.04</td>
<td valign="middle" align="center">1.42</td>
</tr>
<tr>
<td valign="middle" align="left">1201&#x2013;1250</td>
<td valign="middle" align="center">39.86</td>
<td valign="middle" align="center">40.77</td>
<td valign="middle" align="center">12.46</td>
<td valign="middle" align="center">5.71</td>
<td valign="middle" align="center">1.20</td>
</tr>
<tr>
<td valign="middle" align="left">1151&#x2013;1200</td>
<td valign="middle" align="center">52.15</td>
<td valign="middle" align="center">27.50</td>
<td valign="middle" align="center">11.28</td>
<td valign="middle" align="center">7.40</td>
<td valign="middle" align="center">1.67</td>
</tr>
<tr>
<td valign="middle" align="left">1101&#x2013;1150</td>
<td valign="middle" align="center">50.86</td>
<td valign="middle" align="center">36.51</td>
<td valign="middle" align="center">8.38</td>
<td valign="middle" align="center">3.33</td>
<td valign="middle" align="center">0.91</td>
</tr>
<tr>
<td valign="middle" align="left">1051&#x2013;1100</td>
<td valign="middle" align="center">66.38</td>
<td valign="middle" align="center">25.54</td>
<td valign="middle" align="center">5.33</td>
<td valign="middle" align="center">2.72</td>
<td valign="middle" align="center">0.04</td>
</tr>
<tr>
<td valign="middle" align="left">1001&#x2013;1050</td>
<td valign="middle" align="center">43.00</td>
<td valign="middle" align="center">41.51</td>
<td valign="middle" align="center">10.98</td>
<td valign="middle" align="center">3.92</td>
<td valign="middle" align="center">0.59</td>
</tr>
<tr>
<td valign="middle" align="left">951&#x2013;1000</td>
<td valign="middle" align="center">66.85</td>
<td valign="middle" align="center">24.73</td>
<td valign="middle" align="center">4.65</td>
<td valign="middle" align="center">3.28</td>
<td valign="middle" align="center">0.48</td>
</tr>
<tr>
<td valign="middle" align="left">901&#x2013;950</td>
<td valign="middle" align="center">58.03</td>
<td valign="middle" align="center">28.17</td>
<td valign="middle" align="center">10.43</td>
<td valign="middle" align="center">3.23</td>
<td valign="middle" align="center">0.14</td>
</tr>
<tr>
<td valign="middle" align="left">851&#x2013;900</td>
<td valign="middle" align="center">26.73</td>
<td valign="middle" align="center">51.43</td>
<td valign="middle" align="center">16.63</td>
<td valign="middle" align="center">4.88</td>
<td valign="middle" align="center">0.34</td>
</tr>
<tr>
<td valign="middle" align="left">801&#x2013;850</td>
<td valign="middle" align="center">46.54</td>
<td valign="middle" align="center">36.01</td>
<td valign="middle" align="center">13.73</td>
<td valign="middle" align="center">3.68</td>
<td valign="middle" align="center">0.04</td>
</tr>
<tr>
<td valign="middle" align="left">751&#x2013;800</td>
<td valign="middle" align="center">32.57</td>
<td valign="middle" align="center">56.11</td>
<td valign="middle" align="center">9.32</td>
<td valign="middle" align="center">1.98</td>
<td valign="middle" align="center">0.03</td>
</tr>
<tr>
<td valign="middle" align="left">701&#x2013;750</td>
<td valign="middle" align="center">33.62</td>
<td valign="middle" align="center">50.95</td>
<td valign="middle" align="center">14.46</td>
<td valign="middle" align="center">0.97</td>
<td valign="middle" align="center">0.00</td>
</tr>
<tr>
<td valign="middle" align="left">651&#x2013;700</td>
<td valign="middle" align="center">53.61</td>
<td valign="middle" align="center">27.36</td>
<td valign="middle" align="center">16.38</td>
<td valign="middle" align="center">2.48</td>
<td valign="middle" align="center">0.16</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Abundance of subfossil corals from the reef cores.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Date (AD)</th>
<th valign="middle" align="center">
<italic>Acropora</italic> (%)</th>
<th valign="middle" align="center">
<italic>Seriatopora</italic> (%)</th>
<th valign="middle" align="center">
<italic>Montipora</italic>+<break/>
<italic>Pocillopora</italic>+<break/>
<italic>Stylophora</italic> (%)</th>
<th valign="middle" align="center">Branching<break/>corals (%)</th>
<th valign="middle" align="center">Non-branching<break/>corals (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">2001&#x2013;2017</td>
<td valign="middle" align="center">1.33</td>
<td valign="middle" align="center">4.32</td>
<td valign="middle" align="center">27.49</td>
<td valign="middle" align="center">33.14</td>
<td valign="middle" align="center">66.86</td>
</tr>
<tr>
<td valign="middle" align="left">1951&#x2013;2000</td>
<td valign="middle" align="center">5.27</td>
<td valign="middle" align="center">7.53</td>
<td valign="middle" align="center">25.50</td>
<td valign="middle" align="center">38.30</td>
<td valign="middle" align="center">61.70</td>
</tr>
<tr>
<td valign="middle" align="left">1901&#x2013;1950</td>
<td valign="middle" align="center">2.01</td>
<td valign="middle" align="center">5.22</td>
<td valign="middle" align="center">23.48</td>
<td valign="middle" align="center">30.72</td>
<td valign="middle" align="center">69.28</td>
</tr>
<tr>
<td valign="middle" align="left">1851&#x2013;1900</td>
<td valign="middle" align="center">1.63</td>
<td valign="middle" align="center">2.59</td>
<td valign="middle" align="center">24.85</td>
<td valign="middle" align="center">29.07</td>
<td valign="middle" align="center">70.93</td>
</tr>
<tr>
<td valign="middle" align="left">1801&#x2013;1850</td>
<td valign="middle" align="center">11.92</td>
<td valign="middle" align="center">5.19</td>
<td valign="middle" align="center">22.60</td>
<td valign="middle" align="center">39.71</td>
<td valign="middle" align="center">60.29</td>
</tr>
<tr>
<td valign="middle" align="left">1751&#x2013;1800</td>
<td valign="middle" align="center">1.57</td>
<td valign="middle" align="center">7.51</td>
<td valign="middle" align="center">41.63</td>
<td valign="middle" align="center">50.72</td>
<td valign="middle" align="center">49.28</td>
</tr>
<tr>
<td valign="middle" align="left">1701&#x2013;1750</td>
<td valign="middle" align="center">11.03</td>
<td valign="middle" align="center">8.43</td>
<td valign="middle" align="center">42.82</td>
<td valign="middle" align="center">62.27</td>
<td valign="middle" align="center">37.73</td>
</tr>
<tr>
<td valign="middle" align="left">1651&#x2013;1700</td>
<td valign="middle" align="center">23.74</td>
<td valign="middle" align="center">6.13</td>
<td valign="middle" align="center">32.01</td>
<td valign="middle" align="center">61.89</td>
<td valign="middle" align="center">38.11</td>
</tr>
<tr>
<td valign="middle" align="left">1601&#x2013;1650</td>
<td valign="middle" align="center">14.72</td>
<td valign="middle" align="center">4.37</td>
<td valign="middle" align="center">22.88</td>
<td valign="middle" align="center">41.96</td>
<td valign="middle" align="center">58.04</td>
</tr>
<tr>
<td valign="middle" align="left">1551&#x2013;1600</td>
<td valign="middle" align="center">13.65</td>
<td valign="middle" align="center">6.51</td>
<td valign="middle" align="center">23.23</td>
<td valign="middle" align="center">43.38</td>
<td valign="middle" align="center">56.62</td>
</tr>
<tr>
<td valign="middle" align="left">1501&#x2013;1550</td>
<td valign="middle" align="center">22.96</td>
<td valign="middle" align="center">4.76</td>
<td valign="middle" align="center">24.15</td>
<td valign="middle" align="center">51.88</td>
<td valign="middle" align="center">48.12</td>
</tr>
<tr>
<td valign="middle" align="left">1451&#x2013;1500</td>
<td valign="middle" align="center">23.16</td>
<td valign="middle" align="center">4.39</td>
<td valign="middle" align="center">25.98</td>
<td valign="middle" align="center">53.53</td>
<td valign="middle" align="center">46.47</td>
</tr>
<tr>
<td valign="middle" align="left">1401&#x2013;1450</td>
<td valign="middle" align="center">25.88</td>
<td valign="middle" align="center">5.94</td>
<td valign="middle" align="center">35.48</td>
<td valign="middle" align="center">67.30</td>
<td valign="middle" align="center">32.70</td>
</tr>
<tr>
<td valign="middle" align="left">1351&#x2013;1400</td>
<td valign="middle" align="center">7.65</td>
<td valign="middle" align="center">5.96</td>
<td valign="middle" align="center">44.11</td>
<td valign="middle" align="center">57.72</td>
<td valign="middle" align="center">42.28</td>
</tr>
<tr>
<td valign="middle" align="left">1301&#x2013;1350</td>
<td valign="middle" align="center">37.72</td>
<td valign="middle" align="center">2.80</td>
<td valign="middle" align="center">15.13</td>
<td valign="middle" align="center">55.65</td>
<td valign="middle" align="center">44.35</td>
</tr>
<tr>
<td valign="middle" align="left">1251&#x2013;1300</td>
<td valign="middle" align="center">3.27</td>
<td valign="middle" align="center">2.76</td>
<td valign="middle" align="center">25.37</td>
<td valign="middle" align="center">31.40</td>
<td valign="middle" align="center">68.60</td>
</tr>
<tr>
<td valign="middle" align="left">1201&#x2013;1250</td>
<td valign="middle" align="center">22.17</td>
<td valign="middle" align="center">6.23</td>
<td valign="middle" align="center">35.87</td>
<td valign="middle" align="center">64.26</td>
<td valign="middle" align="center">35.74</td>
</tr>
<tr>
<td valign="middle" align="left">1151&#x2013;1200</td>
<td valign="middle" align="center">10.92</td>
<td valign="middle" align="center">9.18</td>
<td valign="middle" align="center">44.41</td>
<td valign="middle" align="center">64.50</td>
<td valign="middle" align="center">35.50</td>
</tr>
<tr>
<td valign="middle" align="left">1101&#x2013;1150</td>
<td valign="middle" align="center">14.18</td>
<td valign="middle" align="center">13.17</td>
<td valign="middle" align="center">32.72</td>
<td valign="middle" align="center">60.07</td>
<td valign="middle" align="center">39.93</td>
</tr>
<tr>
<td valign="middle" align="left">1051&#x2013;1100</td>
<td valign="middle" align="center">37.47</td>
<td valign="middle" align="center">5.82</td>
<td valign="middle" align="center">19.91</td>
<td valign="middle" align="center">63.19</td>
<td valign="middle" align="center">36.81</td>
</tr>
<tr>
<td valign="middle" align="left">1001&#x2013;1050</td>
<td valign="middle" align="center">13.57</td>
<td valign="middle" align="center">11.18</td>
<td valign="middle" align="center">49.12</td>
<td valign="middle" align="center">73.87</td>
<td valign="middle" align="center">26.13</td>
</tr>
<tr>
<td valign="middle" align="left">951&#x2013;1000</td>
<td valign="middle" align="center">37.13</td>
<td valign="middle" align="center">3.25</td>
<td valign="middle" align="center">29.53</td>
<td valign="middle" align="center">69.91</td>
<td valign="middle" align="center">30.09</td>
</tr>
<tr>
<td valign="middle" align="left">901&#x2013;950</td>
<td valign="middle" align="center">15.54</td>
<td valign="middle" align="center">3.72</td>
<td valign="middle" align="center">53.16</td>
<td valign="middle" align="center">72.42</td>
<td valign="middle" align="center">27.58</td>
</tr>
<tr>
<td valign="middle" align="left">851&#x2013;900</td>
<td valign="middle" align="center">2.07</td>
<td valign="middle" align="center">17.30</td>
<td valign="middle" align="center">34.11</td>
<td valign="middle" align="center">53.47</td>
<td valign="middle" align="center">46.53</td>
</tr>
<tr>
<td valign="middle" align="left">801&#x2013;850</td>
<td valign="middle" align="center">2.43</td>
<td valign="middle" align="center">15.23</td>
<td valign="middle" align="center">26.96</td>
<td valign="middle" align="center">44.61</td>
<td valign="middle" align="center">55.39</td>
</tr>
<tr>
<td valign="middle" align="left">751&#x2013;800</td>
<td valign="middle" align="center">16.85</td>
<td valign="middle" align="center">2.97</td>
<td valign="middle" align="center">21.99</td>
<td valign="middle" align="center">41.81</td>
<td valign="middle" align="center">58.19</td>
</tr>
<tr>
<td valign="middle" align="left">701&#x2013;750</td>
<td valign="middle" align="center">28.80</td>
<td valign="middle" align="center">2.72</td>
<td valign="middle" align="center">32.12</td>
<td valign="middle" align="center">63.64</td>
<td valign="middle" align="center">36.36</td>
</tr>
<tr>
<td valign="middle" align="left">651&#x2013;700</td>
<td valign="middle" align="center">25.27</td>
<td valign="middle" align="center">0.83</td>
<td valign="middle" align="center">50.10</td>
<td valign="middle" align="center">76.19</td>
<td valign="middle" align="center">23.81</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Paleo-ecological and paleo-climatic records: Abundances of <bold>(A)</bold> each bio-facies and <bold>(B)</bold> each coral genus, shown as the percent abundance of the total &gt;2 mm sediment fraction and subfossil coral assemblage, respectively, for each 50-year interval (<xref ref-type="table" rid="T1">
<bold>Tables&#xa0;1</bold>
</xref> and <xref ref-type="table" rid="T2">
<bold>2</bold>
</xref>); <bold>(C)</bold> Millennial-scale El Ni&#xf1;o frequency timeseries from 50-year window width running mean of grayscale intensity in sediment cores from Laguna Pallacocha, southern Ecuador (<xref ref-type="bibr" rid="B34">Moy et&#xa0;al., 2002</xref>) and the grain size data from El Junco sediment cores, Gal&#xe1;pagos (<xref ref-type="bibr" rid="B8">Conroy et&#xa0;al., 2008</xref>); and <bold>(D)</bold> Decadal-resolved SSTs reconstructed by foraminifera Mg/Ca proxy from the Makassar Strait (<xref ref-type="bibr" rid="B37">Oppo et&#xa0;al., 2009</xref>) and the annual mean ERSST timeseries.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1143728-g005.tif"/>
</fig>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Coral assemblage surveys and sampling</title>
<p>Adjacent to each coring site, three 20-m-long transects were placed in parallel at depths of 3 m, 9 m, and 15 m on the fore-reef slopes in 2016 and 2017. Line intercept transect method (<xref ref-type="bibr" rid="B13">English et&#xa0;al., 1997</xref>) was used to determine the percentage cover of benthic communities, including reef-building corals (both living and dead assemblages), non-reef-building corals (e.g., <italic>Millepora</italic>, <italic>Heliopora</italic>, <italic>Gorgonia</italic>, and soft corals), and other benthos (e.g., sponges and sea anemones). Living reef-building corals were further identified to genus level (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>), according to <xref ref-type="bibr" rid="B51">Veron (2000)</xref>. Along each transect, we also randomly collected dead <italic>Acropora</italic> coral rubble for U-Th dating to trace historical mortality events.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>U-Th dating</title>
<p>For U-Th dating, 34 subfossil <italic>Acropora</italic> branches, including 29 well-preserved samples (e.g., <xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A, B</bold>
</xref>) and five rubble samples with obvious abrasion were selected from core sediments. Furthermore, 139 surficial dead <italic>Acropora</italic> samples were selected for dating. For each dead <italic>Acropora</italic> branch, only the top (&lt; 2 cm) was used for dating to ensure that the skeletogenesis site where sampling took place was within one year of the time of colony death. The surfaces of all selected coral samples were polished to remove surficial calcareous encrustation and bioerosion, and then crushed into ~1-mm-size grains. Approximately 150 mg of grain samples was weighed, H<sub>2</sub>O<sub>2</sub>-treated, and then hand-picked under a binocular microscope to remove any grains with discoloration. All U-Th chemistry (e.g., U-Th separation through resin) and analytical procedures were performed under ultra-clean conditions in the Radiogenic Isotope Facility, School of Earth and Environmental Sciences, University of Queensland. The analytical protocol and initial <sup>230</sup>Th correction have been described in detail by <xref ref-type="bibr" rid="B7">Clark et&#xa0;al. (2014)</xref>. U-Th isotopic ratio measurements were performed on a Nu-1 multi-collector inductively coupled plasma mass spectrometer (MC-ICP-MS). The <sup>230</sup>Th ages of all samples were calculated using Isoplot program (version 3.75) (<xref ref-type="bibr" rid="B30">Ludwig, 2012</xref>). The detailed results of U-Th dating are shown in <xref ref-type="supplementary-material" rid="SM2">
<bold>Supplementary Table&#xa0;2</bold>
</xref>. With these U-Th data, the chronology of each sediment subsample within reef cores was estimated using linear interpolation between each pair of U-Th ages. The relative probability of age structures of surficial dead corals (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>) was calculated using Isoplot program (<xref ref-type="bibr" rid="B30">Ludwig, 2012</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Histogram and relative probability of U-Th ages of surficial dead <italic>Acropora</italic> corals. Individual U-Th ages &#xb1; 2&#x3c3; errors are shown as black points with error bars. Raw data can be found in <xref ref-type="supplementary-material" rid="SM2">
<bold>Supplementary Table&#xa0;2</bold>
</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1143728-g006.tif"/>
</fig>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Excluding cyclone deposits</title>
<p>The northern South China Sea is among the most active areas of tropical cyclone activity globally (<xref ref-type="bibr" rid="B4">Chen et&#xa0;al., 2019</xref>). Although to a lesser extent than the reefs in the northern South China Sea, the southern Nansha atolls are still sporadically exposed to tropical cyclones (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>) that can transport coarse calcareous sand, coral rubble, and even large coral blocks from windward reef slopes to leeward reef flats and lagoons (<xref ref-type="bibr" rid="B54">Yu et&#xa0;al., 2009</xref>). Our cores unavoidably included some cyclone-deposited fragments, although we had avoided drilling at reef flats, sand cays, and lagoons that are normally the sinks for storm deposits. Therefore, this ex-situ coral rubble in reef cores should be excluded from further paleo-ecological reconstruction and statistical analyses, as it has the potential for misinterpretation.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Excluding cyclone-deposited subfossils from the core sediments: <bold>(A)</bold> Historical tropical cyclones that had the potential to impact our study sites (9&#x2212;11&#xb0;N, 114&#x2212;116&#xb0;E); <bold>(B)</bold> Coarse-fraction (&gt; 2 mm) percentages of cores DM-1, MJ-1, and MJ-2. The percentage was calculated as the weight of &gt; 2-mm fraction divided by the weight of each sediment sample; <bold>(C)</bold> Weight of dominant branching (<italic>Acropora</italic> and <italic>Seriatopora</italic>) fragments from the reef cores; <bold>(D)</bold> Late-Holocene cyclone history of the Nansha (<xref ref-type="bibr" rid="B54">Yu et&#xa0;al., 2009</xref>) as revealed by coarse-fraction percentage and sedimentation rate extracted from the Yongshu lagoon (9.60&#xb0;N, 112.95&#xb0;E); <bold>(E, F)</bold> Weight frequency distributions of <italic>Acropora</italic> and <italic>Seriatopora</italic> fragments and representative photos of relatively large but heavily eroded coral fragments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1143728-g007.tif"/>
</fig>
<p>For each core sediment sample, the percentage of the &gt; 2-mm fraction was calculated (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>), all <italic>Acropora</italic> and <italic>Seriatopora</italic> (as dominant genera) fragments were weighed (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7C</bold>
</xref>), and time series were established by linear interpolation based on the U-Th dates. The abnormally high values of &gt; 2-mm fraction percentage and fragment weight (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7B, C</bold>
</xref>) could be linked with relatively large and clearly eroded rubble (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7E, F</bold>
</xref>), and were correlated with historical cyclone activities recorded by lagoon sediment cores (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7D</bold>
</xref>). In total, more than 40 eroded branching fragments were screened out. Although these cyclone-deposited fragments accounted for less than 10% of branching subfossils (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7E, F</bold>
</xref>), they were excluded from the fossil record and further comparative analysis of paleo-reef composition. Based on this conservative approach, we are confident that the records presented in this study provide a reliable history of past coral community composition and changes.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Statistical analyses</title>
<p>For modern reef ecology, one-way Permutational Multivariate Analysis of Variance (PERMANOVA) was performed to estimate significant differences in living coral cover (1) between the years 2016 and 2017, (2) among the three reef sites (DM-1, MJ-1, and MJ-2; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), and (3) among the twenty coral genera. The data matrix consisted of years, sites, genera, and coral cover percentages (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). Where significant differences were found, Similarity of Percentages Analyses (SIMPER) was used to identify the most important genera contributing to the detected dissimilarity. These statistical analyses were used to test whether coral assemblages varied in response to changes in reef sites and to evaluate whether there were significant shifts in coral composition during recovery periods. Moreover, Principal Components Analysis (PCA) was applied to visualize the differences in coral cover among the twenty coral genera (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Principal components analysis (PCA) was applied to visualize the differences in coral cover among the twenty coral genera. The data matrix consisted of the coral cover percentages from 2016 and 2017. The raw ecological data can be found in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>. The branching <italic>Acropora</italic> population had a relatively high coral cover and significant recovery. Genera <italic>Porites</italic>, <italic>Pocillopora</italic>, and <italic>Gonistrea</italic> also had relatively high cover but no significant recovery. The remaining coral genera (colored as blue) had low coral cover with no significant recovery, or declined further.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1143728-g008.tif"/>
</fig>
<p>For paleo-ecology and paleo-climatology, PERMANOVA was used to evaluate significant differences in (1) paleo-coral community composition based on the abundance of bio-sedimentary facies and subfossil corals (<xref ref-type="table" rid="T1">
<bold>Tables&#xa0;1</bold>
</xref> and <xref ref-type="table" rid="T2">
<bold>2</bold>
</xref>) in the reef cores, (2) 10-year linear interpolated paleo-El Ni&#xf1;o records (<xref ref-type="bibr" rid="B34">Moy et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B8">Conroy et&#xa0;al., 2008</xref>) of two 400-year-intervals (950&#x2013;1350 AD vs. 1400&#x2013;1800 AD), and (3) subfossil vs. modern coral assemblages at the genus level. All statistical analyses were performed using PAST (version 4.09) software (<xref ref-type="bibr" rid="B17">Hammer et&#xa0;al., 2001</xref>). The Bray&#x2013;Curtis dissimilarity index was used for PERMANOVA analyses.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Climate data</title>
<p>The NOAA high-resolution (0.25&#xb0;&#xd7;0.25&#xb0;) daily OISST dataset (v2.1; <ext-link ext-link-type="uri" xlink:href="https://www.ncdc.noaa.gov/oisst">https://www.ncdc.noaa.gov/oisst</ext-link>) was used to extract long-term (1982&#x2013;2017) variation in MHW intensity and duration for Dongmen (the nearest pixel centered at 9.875&#xb0;N, 114.375&#xb0;E) and Meiji (9.875&#xb0;N, 115.375&#xb0;E) atolls (<xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9B, C</bold>
</xref>). This study focused on summertime (May&#x2013;September) MHWs, as extremely high SSTs and bleaching events occur in hot summer months. Daily OISST data were analyzed with R (<ext-link ext-link-type="uri" xlink:href="https://www.r-project.org/">https://www.r-project.org/</ext-link>), using the package heatwaveR (<xref ref-type="bibr" rid="B42">Schlegel and Smit, 2018</xref>), according to the definition and statistical methodology developed by <xref ref-type="bibr" rid="B18">Hobday et&#xa0;al. (2016)</xref>. Furthermore, the 2&#xb0;&#xd7;2&#xb0; (centered at 10&#xb0;N, 114&#xb0;E) monthly ERSST anomaly dataset (v5) and the Multivariate ENSO Index (v2) timeseries were downloaded from the NOAA Physical Sciences Laboratory (PSL; <ext-link ext-link-type="uri" xlink:href="https://psl.noaa.gov/">https://psl.noaa.gov/</ext-link>) to display the correlations between regional-scale SST variation and local-scale MHW dynamics. Long-term records of tropical cyclones, classified as the maximum wind speed (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>), were derived from the China Meteorological Administration (<ext-link ext-link-type="uri" xlink:href="http://www.cma.gov.cn">http://www.cma.gov.cn</ext-link>).</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>Past coral mortality and thermal disturbances: <bold>(A)</bold> The relative probability of U-Th dates of dead assemblages; MHWs (represented as maximum intensity) occurred in Meiji <bold>(B)</bold> and Dongmen <bold>(C)</bold> extracted from the summertime (May&#x2212;September) NOAA OISST dataset (0.25&#xd7;0.25&#xb0;) with the R package &#x201c;heatwaveR&#x201d; (<xref ref-type="bibr" rid="B42">Schlegel and Smit, 2018</xref>); <bold>(D)</bold> monthly SST anomaly extracted from the 2&#xd7;2&#xb0; ERSST v5 dataset (centered at 10&#xb0; N, 114&#xb0; E); and <bold>(E)</bold> Multivariate ENSO Index.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1143728-g009.tif"/>
</fig>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Reef core chronology and sedimentology</title>
<p>The chronology of cores DM-1, MJ-1, and MJ-2 was established based on U-Th dating of subfossil <italic>Acropora</italic> branches (<xref ref-type="supplementary-material" rid="SM2">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). For each core, most U-Th dates were stratigraphically consistent (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). But age reversals apparently existed in the upper part of each core. It is notable that the accumulation of the reef core had apparently remained high since the early 1800s. The &gt; 2 mm fraction of sediment in these upper sections was primarily composed of smaller-size coral rubble with abrasion, and their U-Th ages were not in chronological order (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM2">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). We speculated that the upper parts of each core comprised ex-situ deposits rather than <italic>in-situ</italic> framework. The reasons probably are that (1) reef accretion had reached the sea level and few <italic>in-situ</italic> corals had grown, and/or (2) the top parts had been disturbed by island building and dredging (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1C, D</bold>
</xref>). Regardless of the reasons, the top section of each core (approximately since 1800 AD) was excluded in further paleo-ecological reconstruction and statistical analyses. Ultimately, the 29 U-Th ages based on pristine samples revealed that these cores spanned the period 791 &#xb1; 6 AD to 1827 &#xb1; 3 AD (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), indicating continual accretion over a period of 1,000 years.</p>
<p>Reef cores are composed of bioclastic gravels (&gt; 2 mm), including coral skeleton fragments, coralline algae, <italic>Halimeda</italic>, molluscs, and others (e.g., foraminifera shells and sea urchin spines) packed in an unconsolidated sandy matrix of carbonate grains (&lt; 2 mm). The dominant contributors to reef framework development were corals and coralline algae (&gt; 80%; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Within coral subfossils, taxonomic analysis clearly identified five branching coral genera, <italic>Acropora</italic>, <italic>Montipora</italic>, <italic>Pocillopora</italic>, <italic>Seriatopora</italic>, and <italic>Stylophora</italic>, based on their well-preserved skeletons. <italic>Acropora</italic> and <italic>Seriatopora</italic> quantitatively dominated throughout the cores (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Genus <italic>Acropora</italic> comprised approximately one-third of the branching subfossils (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). For massive and foliaceous fragments, we identified five genera, <italic>Fungia</italic>, <italic>Galaxea</italic>, <italic>Goniopora</italic>, <italic>Pachyseris</italic>, and <italic>Porites</italic>. However, this identification was based on a few relatively large rubble samples with sufficient corallites and distinct microstructures. This number is therefore an underestimate of true genus richness, as most subfossil fragments could not be identified due to poor preservation.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Living and dead coral assemblages</title>
<p>Based on our line-transect surveys, the substrate of the reef slopes was mostly covered by dead coral rubble (&gt;70%; <xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10B</bold>
</xref>). Accordingly, the live coral cover was extremely low, ranging from 15.03% at DM-1 in 2016 to 21.77% at MJ-1 in 2017, with an average of 17.12%. Benthic surveys revealed that there were at least 10 families, 20 genera of live corals, with highly variable percentage cover among these coral genera (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). There were five genera of branching corals, <italic>Acropora</italic>, <italic>Montipora</italic>, <italic>Pocillopora</italic>, <italic>Seriatopora</italic>, and <italic>Stylophora</italic>, consistent with branching subfossils at the genus level. The five branching genera accounted for more than 50% of the living assemblage. Although most colonies were relatively small (<xref ref-type="fig" rid="f10">
<bold>Figures&#xa0;10C&#x2212;F</bold>
</xref>), <italic>Acropora</italic> was the most abundant genus, representing 69% of the branching coral assemblage and 41% of the living coral community.</p>
<p>The differences in coral cover between 2016 and 2017 (PERMANOVA, F = 0.14, <italic>p</italic> = 0.93) and among the three reef sites (PERMANOVA, F = 0.44, <italic>p</italic> = 0.82) were not significant, suggesting a uniformity of coral community structure associated with different years and habitats. However, significant differences occurred among the 20 genera (PERMANOVA, F = 13.57, <italic>p</italic> = 0.0001). Four genera, <italic>Acropora</italic>, <italic>Porites</italic>, <italic>Pocillopora</italic>, and <italic>Gonistrea</italic>, contributed the most to the significance (72%, SIMPER) and were significantly different from other corals (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>).</p>
<p>Dead <italic>Acropora</italic> skeletons accounted for more than 60% of the substrate (e.g., <xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10B</bold>
</xref>). Corrected <sup>230</sup>Th dates obtained from the 139 dead <italic>Acropora</italic> samples ranged between 1957.5 &#xb1; 2.8 AD and 2016.3 &#xb1; 0.8 AD (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM2">
<bold>Supplementary Table&#xa0;2</bold>
</xref>), indicating a ~60-year history of <italic>Acropora</italic> mortality. The distribution of U-Th ages revealed that the frequency of mortality events increased dramatically after the 1980s, with 88% of U-Th dates occurring after 1980, and multiple peaks implied repeated episodes of mortality such as in the 1980s, around 1998, and between 2009 and 2014 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). The latest mortality episode was constrained to a relatively narrow period but included the two largest peaks at around 2010 and 2013 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Subfossil vs. modern coral assemblages</title>
<p>To compare the survey data and the subfossil community data at the genus level, abundances of <italic>Acropora</italic>, <italic>Seriatopora</italic>, other branching corals (including <italic>Montipora</italic>, <italic>Pocillopora</italic>, and <italic>Stylophora</italic>), and total branching corals, were standardized to percentage contribution to total living corals and the subfossil coral assemblage, respectively. Statistically significant differences (PERMANOVA, F = 3.974, <italic>p</italic> = 0.02) existed between the relative abundance of branching corals in assemblages present at the modern reef slopes and the subfossil record preserved in reef cores. The relative abundance of branching corals in the subfossil (1000 years, from 800 AD to 1800 AD) and modern (2016&#x2013;2017) records was very similar at 57% and 58%, respectively. The most striking differences, however, were in the relative decreases in <italic>Seriatopora</italic> (7% to 2%), <italic>Montipora</italic>, <italic>Pocillopora</italic>, and <italic>Stylophora</italic> (33% to 16%), and the relative increase in <italic>Acropora</italic> (17% to 41%) in modern branching assemblages. In other words, the <italic>Acropora</italic> population comprised 30% of subfossil branching assemblages but comprised more than twice this level (69%) in modern branching communities.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Reef resilience persisted for a millennium, but declined contemporarily</title>
<p>Climatic variability, especially frequent thermal anomalies associated with ENSO activities, could be a controlling influence on tropical reef accretion at centennial- to millennial-timescales. For example, stronger and more frequent El Ni&#xf1;o events peaked around ~3000 cal yr B.P. and caused a millennial-scale collapse of the reef ecosystem and a resulting hiatus of reef growth in the tropical eastern Pacific (<xref ref-type="bibr" rid="B48">Toth et&#xa0;al., 2012</xref>). Similarly, during the last millennium, significantly (PERMANOVA, F = 97.74, <italic>p</italic> = 0.0001) more El Ni&#xf1;o events were revealed between 950 AD and 1350 AD compared to the subsequent 400 years (1400&#x2212;1800 AD) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). Accordingly, relatively warmer and cooler SSTs during the two 400-yr-intervals in the western tropical Pacific (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref>) generally corresponded to the Medieval Climate Anomaly and the Little Ice Age periods, respectively. A significant difference (PERMANOVA, F = 6.87, <italic>p</italic> = 0.01) in the abundance of bio-facies was found between the two different El Ni&#xf1;o periods (950&#x2212;1350 AD vs. 1400&#x2212;1800 AD), primarily due to the changes in coralline algae and coral (83%, SIMPER). The relative abundance of coral (coralline algae) in the Medieval Climate Anomaly decreased ~11% (increased ~14%) on average compared with those in the Little Ice Age (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). This change could be attributed to the frequent El Ni&#xf1;o events (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>) and thermal stresses (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref>) that caused repeated episodes of coral bleaching and mortality. However, the reef framework accretion was continuous (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), with no discernible evidence of a hiatus in reef development (e.g., <xref ref-type="bibr" rid="B48">Toth et&#xa0;al., 2012</xref>), nor an abrupt transition of the dominant coral genus (e.g., <xref ref-type="bibr" rid="B39">Roff et&#xa0;al., 2013</xref>), as described in other reef-core records. Furthermore, no significant differences (PERMANOVA, F = 0.85, <italic>p</italic> = 0.45) were evident for the subfossil coral community structure (within the branching assemblages and branching vs. non-branching assemblages) between the Medieval Climate Anomaly and Little Ice Age intervals, and the average of each and the total branching coral assemblages were similar (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>; <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>), suggesting that the reef system was characterized by a high degree of coral community stability. Such community persistence may be related to long-term resilience of the coral communities to thermal disturbance events.</p>
<p>Before our surveys in 2016 and 2017, the only quantitative records of coral cover at Meiji Atoll could be traced back to the 2007 survey by <xref ref-type="bibr" rid="B26">Li et&#xa0;al. (2011)</xref> and <xref ref-type="bibr" rid="B55">Zhao et&#xa0;al. (2013)</xref>. Although Meiji reef experienced a moderate bleaching event in 2007 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>, <xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9A</bold>
</xref>), the ecosystem was generally in a healthy condition with high species diversity (&gt; 90 coral species) and coral cover. For example, the average coral cover on the northern slope (including our sampling site MJ-2) was approximately 50% (<xref ref-type="bibr" rid="B55">Zhao et&#xa0;al., 2013</xref>), with a maximum of ~90% (<xref ref-type="bibr" rid="B26">Li et&#xa0;al., 2011</xref>; <xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10A</bold>
</xref>). Branching corals made the greatest contribution (60%) to the coral cover on the reef slope. Among the genera in the branching coral community, the greatest contributor was <italic>Acropora</italic>, accounting for 21% of the live coral cover. Noticeably, the relative abundances of <italic>Acropora</italic> and of all branching corals (21% and 60%, respectively) in 2007 were very similar to the corresponding mean values (19.57% and 57.24%, respectively) in the reef cores (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). We therefore speculated that this community structure mode, ~60% of living corals are branching, and one-third of branching corals are <italic>Acropora</italic>, representing a high degree of coral community stability that can support the persistence and resilience of tropical reef systems.</p>
<fig id="f10" position="float">
<label>Figure&#xa0;10</label>
<caption>
<p>Historical (<bold>A</bold>; photographed by T. Chen in 2007) vs. modern (<bold>B</bold>; photographed by T. Chen in 2017) coral communities at the reef slope (MJ-2). Diverse recovery modes of the fast-growing <italic>Acropora</italic> population, including <bold>(C)</bold> rapid regeneration of remnant surviving tissue, <bold>(D)</bold> reproduction by asexual fragmentation, and <bold>(E, F)</bold> replenishment of juvenile colonies by larvae, were ubiquitous at the sampling sites (photographed by T. Chen). The massive loss of the adult corals, and subsequent shift to the small colonies-dominated or even rubble-dominated states have drastically altered the reef morphology and may further impact the ecological function of coral reefs.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1143728-g010.tif"/>
</fig>
<p>Ten years later in 2017 (when we surveyed the reefs), however, the coral reefs showed a remarkable deterioration, with a relatively low live coral cover and biodiversity (<xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10B</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). The rapid (occurred on a decadal timescale) deterioration of the reef system was undoubtedly attributed to the rate of mortality exceeding the rate of recovery, suggesting a rapid decline in reef resilience. However, this decline did not accompany a shift of coral assemblages toward the weedy and stress-tolerant dominated state, termed the &#x201c;novel state&#x201d;, which has been reported from some inshore reefs of western Pacific (e.g., <xref ref-type="bibr" rid="B6">Clark et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B3">Chen et&#xa0;al., 2021</xref>) and tropical atolls of central Pacific (e.g., <xref ref-type="bibr" rid="B11">Donner and Carilli, 2019</xref>; <xref ref-type="bibr" rid="B1">Cannon et&#xa0;al., 2021</xref>) from an ecological perspective, or Florida&#x2019;s reefs (<xref ref-type="bibr" rid="B50">Toth et&#xa0;al., 2019</xref>) and Caribbean Panama (<xref ref-type="bibr" rid="B35">O&#x2019;Dea et&#xa0;al., 2020</xref>) from a geologic perspective. In our study, contrarily, the most striking difference between the modern (2016 and 2017) and subfossil reef assemblages was the dramatic increase in the relative abundance of the genus <italic>Acropora</italic>, likely suggesting another new state of declining reefs, different from the conventional &#x201c;novel state&#x201d;, namely stress-tolerant coral-dominated reef state.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>MHWs impaired the reef resilience in recent decades</title>
<p>The CESM1 model simulations implied that modern ENSO amplitude and frequency intensified by an increase in extreme El Ni&#xf1;o events eclipsed the paleo-estimates over the Holocene (<xref ref-type="bibr" rid="B25">Lawman et&#xa0;al., 2022</xref>). Similarly, oxygen isotopic proxies in tree cellulose from Taiwan (<xref ref-type="bibr" rid="B28">Liu et&#xa0;al., 2017</xref>) and fossil corals from Line Islands, central equatorial Pacific (<xref ref-type="bibr" rid="B16">Grothe et&#xa0;al., 2019</xref>) implied that ENSO extremes in recent decades were the strongest in centennial- to millennial-scale timeseries. According to modern observations within the past 117 years (<xref ref-type="bibr" rid="B52">Wang et&#xa0;al., 2019</xref>), occurrence of extreme events also showed a more frequent pattern, with three out of five extreme El Ni&#xf1;o events occurring after 1980 (the 1982&#x2013;1983, 1997&#x2013;1998, and 2015&#x2013;2016 events), along with a trend of El Ni&#xf1;o onset regime changing from eastern Pacific to western Pacific since the 1970s. In response to the changing El Ni&#xf1;o scenarios, the frequency and intensity of global MHWs and bleaching events have rapidly increased, and consequently the intervals between pairs of severe bleaching events have diminished steadily since the 1980s (<xref ref-type="bibr" rid="B20">Hughes et&#xa0;al., 2018a</xref>).</p>
<p>To our knowledge, the 2007 moderate coral bleaching at Meiji Atoll (<xref ref-type="bibr" rid="B26">Li et&#xa0;al., 2011</xref>) is to date the only quantitatively recorded and published bleaching event in the Nansha area. In this event, ~27% of corals were bleached, and branching taxa such as <italic>Pocillopora</italic> and <italic>Acropora</italic> were the most vulnerable genera. This event correlated well with a moderate-intensity MHW (<xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9B&#x2013;D</bold>
</xref>) associated with a weak/moderate El Ni&#xf1;o event (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9E</bold>
</xref>). For other years, especially those of strong/extreme El Ni&#xf1;o periods (e.g., 1982&#x2013;1983, 1987&#x2013;1988, 1997&#x2013;1998, 2009&#x2013;2010, and 2015&#x2013;2016; <xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9E</bold>
</xref>), recorded basin-wide to global-scale severe bleaching events (<xref ref-type="bibr" rid="B20">Hughes et&#xa0;al., 2018a</xref>) provided potential evidence for repeated bleaching and mortality occurring in the Nansha during the past four decades. Here, we use U-Th dating of surficial dead <italic>Acropora</italic> assemblages to trace historical bleaching events and reef system declines.</p>
<p>Between 1980 and 2010, U-Th dated coral mortality was generally increasing, except for two short-term intervals (~1988&#x2013;1995 and ~1998&#x2013;2010) of relatively low coral mortality (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9A</bold>
</xref>). Although the 1982&#x2013;1983 and 1987&#x2013;1988 anomalies were identified as strong or extreme events (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9E</bold>
</xref>), they caused relatively short-term MHWs (&lt; 20 days; <xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9B, C</bold>
</xref>), and likely triggered moderate bleaching and mortality similar to the extent of the 2007 event. In contrast, the U-Th dates showed clear peaks around 1998, 2010, and 2014 (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM2">
<bold>Supplementary Table&#xa0;2</bold>
</xref>), suggesting mass losses of branching <italic>Acropora</italic> (and probably other coral genera) colonies. The 1997&#x2013;1998 intense coral bleaching, which killed approximately 8% of the world&#x2019;s coral (<xref ref-type="bibr" rid="B45">Souter et&#xa0;al., 2021</xref>), was the first of the three pan-tropical extreme events on record, and the other two were the 2010 and 2015&#x2013;2016 events (<xref ref-type="bibr" rid="B21">Hughes et&#xa0;al., 2017</xref>). Consistent with the extreme El Ni&#xf1;o, the intense MHW in the summer of 1998 had the highest maximum SST anomaly (<xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9B&#x2013;D</bold>
</xref>) and the longest duration (~70 days). The second was likely the 2010 MHW, with a maximum intensity of 2&#xb0;C and a duration of ~50 days (<xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9B, C</bold>
</xref>), that also killed abundant corals (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9A</bold>
</xref>). The relatively low of U-Th dates in the two ~7&#x2013;12-year periods (before 1998 and 2010, respectively) suggest that there were windows of opportunity for reef systems to recover (indeed, the state of northern Meiji Atoll was still classified as healthy in 2007; <xref ref-type="bibr" rid="B55">Zhao et&#xa0;al., 2013</xref>). However, coral communities failed to recover to the &#x201c;healthy&#x201d; level due to the following major mortality events, especially after 2010, that have been associated with abrupt heat stress events (<xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9B&#x2013;D</bold>
</xref>). The 2013&#x2013;2014 MHWs and coral mortality were distinct from previous events, because of a neutral phase of ENSO (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9E</bold>
</xref>). This new episode may suggest that coral bleaching is occurring in non-El Ni&#xf1;o conditions, because as global warming progresses, summer SSTs (especially in the warm pool) are similar to or even warmer than those during moderate to strong El Ni&#xf1;o events only three decades ago (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9D</bold>
</xref>). The 2015&#x2013;2016 coral bleaching is the latest global-scale severe event and is commonly compared with the 1998 event (e.g., <xref ref-type="bibr" rid="B20">Hughes et&#xa0;al., 2018a</xref>; <xref ref-type="bibr" rid="B45">Souter et&#xa0;al., 2021</xref>). The intense MHWs (<xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9B&#x2013;E</bold>
</xref>), however, did not result in similar or more severe catastrophic mortality. Instead, coral mortality decreased sharply (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9A</bold>
</xref>), because of the low living coral cover associated with the previous thermal disturbances.</p>
<p>Regional trends indicated by our U-Th dates of dead <italic>Acropora</italic> (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9A</bold>
</xref>) were broadly consistent with the global trend of coral cover and reef decline. A ~10-year window of recovery opportunity led the global average coral cover to recover to the pre-1998 level (33.3%) in 2009, but this was immediately followed by a progressive decrease since 2010, with 14% of corals being lost over the past decade (<xref ref-type="bibr" rid="B45">Souter et&#xa0;al., 2021</xref>). This suggests that the Nansha atolls in the Warm Pool are among the globally typical reef systems that are significantly influenced by ENSO variability and climate warming. From regional to global scale, increasing frequency and intensity of MHWs, along with rising summer mean SSTs, have caused thermal disturbances to be characterized as from &#x201c;acute stresses&#x201d; in the past to &#x201c;chronic stresses&#x201d; contemporarily. As an echo of this, the interval between pairs of recurrent MHWs and bleaching events has diminished from 25 years in the 1980s to only 6 years since 2010 (<xref ref-type="bibr" rid="B20">Hughes et&#xa0;al., 2018a</xref>). For some low-latitude regions with naturally higher SSTs such as the Nansha, however, the interval could be shorter than the global average (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>). In a word, recurring coral bleaching events have induced mass coral mortality, precluded coral recovery, and consequently impaired coral reef resilience.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Tropical atolls still have potential resilience</title>
<p>Branching corals (e.g., acroporid and pocilloporid corals) are normally the most susceptible, whereas massive and encrusting colonies are more robust to bleaching events (e.g., <xref ref-type="bibr" rid="B29">Loya et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B26">Li et&#xa0;al., 2011</xref>). This is probably the fundamental mechanism underlying the emergence of a &#x201c;novel reef state&#x201d; observed in several tropical reef areas (see above). In the Nansha atolls, however, <italic>Acropora</italic> spp. were dominant across the reef slope, rather than those tolerant coral taxa. The average live coral cover increased from 15.47% in 2016 to 18.77% in 2017, and consequently the dead coral cover decreased from 76.41% to 70.76%, indicating the onset of reef recovery. This recovery was significantly contributed by <italic>Acropora</italic> colonies (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>; <xref ref-type="fig" rid="f10">
<bold>Figures&#xa0;10C&#x2013;F</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>), and the relative abundance of <italic>Acropora</italic> in live coral communities increased from 35.4% in 2016 to 44.8% in 2017. Based on subsequent reef surveys in 2018&#x2013;2019 (<xref ref-type="bibr" rid="B47">Tkachenko et&#xa0;al., 2020</xref>), juvenile (&lt; 20 cm) <italic>Acropora</italic> and <italic>Pocillopora</italic> colonies dominated the survey sites, especially for sites with relatively high coral cover (&gt;30%), suggesting that reef system recovery in the Nansha is ongoing.</p>
<p>Although branching corals, especially <italic>Acropora</italic>, are susceptible, they are typified by fast growth, structural complexity, and high rates of reproduction, and thus are ecologically classified as &#x201c;competitive corals&#x201d; relative to low-growth &#x201c;weedy&#x201d; and &#x201c;stress-tolerant&#x201d; corals. Despite branching corals being highly susceptible to thermal and hydrodynamic disturbances, their &#x201c;competitiveness&#x201d; may enable them to rapidly recolonize reefs after bleaching. For example, evidence from the Great Barrier Reef (<xref ref-type="bibr" rid="B27">Linares et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B33">Morais et&#xa0;al., 2021</xref>) showed that substantial local recruitment can occur immediately after severe bleaching events due to sufficient larval supply provided by the surviving <italic>Acropora</italic> population and rapid growth of new colonies (with an average 201% increase in colony size per year). Furthermore, <xref ref-type="bibr" rid="B10">Diaz-Pulido et&#xa0;al. (2009)</xref> found an &#x201c;unusually rapid coral recovery&#x201d; of branching <italic>Acropora</italic> corals in the Keppel Islands, Great Barrier Reef (reaching pre-bleaching levels within 12&#x2013;14 months), due to synergistic effects of factors such as robust tissue regeneration (the &#x2018;&#x2018;phoenix effect&#x201d;) and seasonal dieback in the monospecific seaweed bloom. These recovery modes can also be found in this study (<xref ref-type="fig" rid="f10">
<bold>Figures&#xa0;10C&#x2013;F</bold>
</xref>).</p>
<p>We suggest that reef systems of tropical atolls like the Nansha retain the potential for resilience and recovery. However, more frequent thermal disturbances and bleaching events in recent decades have resulted in significant shifts of both community and age structures (tending to largely comprise juvenile <italic>Acropora</italic> colonies) based on historical baselines. Such disproportionate recovery associated with the fecund and fast-growth <italic>Acropora</italic> relative to corals with weak fertility and low growth will likely not persist if MHWs become more frequent and intense, because the continuous loss of large, reproductive adults (even for <italic>Acropora</italic>) will slow or prevent reef system recovery on a longer timescale (from years to decades). Increasing recovery time demand but shortening recovery windows presents a paradox for tropical reef systems. The future resilience of tropical atolls (the balance between the coral mortality rate and the coral recovery rate) will depend on the frequency and intensity of El Ni&#xf1;o and MHW events in the coming decades.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>The Nansha atolls developed in the central Warm Pool and periodically exposed to El Ni&#xf1;o events create an excellent natural laboratory for characterizing the resilience of low-latitude tropical reefs to thermal regime changes from geological and ecological viewpoints. Our findings are therefore representative of many remote tropical atolls, especially in the Indo-Pacific region. Pre-historical records of quantitative temporal community states based on bio-clastic identification and U-Th dating in the reef cores suggested that the subfossil coral assemblage exhibited no evidence of community shifts attributable to El Ni&#xf1;o variability between the Medieval Climate Anomaly and the Little Ice Age, suggesting the long-term persistence of a resilient coral assemblage over these time periods. The more frequent strong/extreme El Ni&#xf1;o and MHWs in recent decades have significantly eroded the reef resilience, as characterized by mass loss of corals, coral cover decline, substantially diminished recruitment, and major shifts in coral community assemblages. Future climate change in the coming decades will undoubtedly be critical to determining the trajectory of tropical atolls, be that complete collapse, &#x201c;novel states&#x201d; with limited reef functions, or slow but steady recovery.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>TZ and TC analyzed the data and produced figures. TC, SLiu and XL coordinated field surveys. TZ wrote the first draft. TC, SLiu and WY acquired funding. TC, TZ, SLiu, SLi and WY revised and edited manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the National Science &amp; Technology Fundamental Resources Investigation Program of China (No. 2022FY100600) and the National Science Foundation of China (No. 42076065 and 42176118).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank Yuexing Feng, Faye Liu, and Ai Nguyen for help with U-Th dating. We also thank Xuefeng Chen and Minhang Hu for help with core sampling during fieldwork.</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.2023.1143728/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2023.1143728/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_2.xls" id="SM2" mimetype="application/vnd.ms-excel"/>
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