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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2024.1463564</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>Sedimentary dynamics in southern Mariana Trench and its controlling factors in past 440 kyr</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Shen</surname>
<given-names>Zhongshan</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/2248551"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
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<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Haifeng</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname>
<given-names>Yanping</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cai</surname>
<given-names>Yun</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yi</surname>
<given-names>Liang</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/90070"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>State Key Laboratory of Lithospheric and Environmental Coevolution, Institute of Geology and Geophysics, Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Key Laboratory of Marine Mineral Resources, Ministry of Natural Resources, Guangzhou Marine Geological Survey, China Geological Survey</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Zhejiang Academy of Marine Sciences, Second Institute of Oceanography, Ministry of Natural Resources</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>State Key Laboratory of Marine Geology, Tongji University</institution>, <addr-line>Shanghai</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Julleh Rahman, Jahangirnagar University, Bangladesh</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Rui Bao, Ocean University of China, China</p>
<p>Xiting Liu, Ocean University of China, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Zhongshan Shen, <email xlink:href="mailto:zsshen@mail.iggcas.ac.cn">zsshen@mail.iggcas.ac.cn</email>; Yanping Chen, <email xlink:href="mailto:chenai0812@163.com">chenai0812@163.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>11</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1463564</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Shen, Wang, Chen, Cai and Yi</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Shen, Wang, Chen, Cai and Yi</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>Understanding sediment dynamics and their controlling factors is essential for Quaternary studies, yet they remain poorly documented in the Mariana Trench. In this work, we examine this basic character from a sediment core collected at a depth of 6470 m from the southern part of the Mariana Trench, documenting changes in sedimentary dynamics over the past ~440 kyr. Our primary findings are as follows: (1) The median grain size is 13.6 &#xb1; 12.0 &#x3bc;m, and minimal changes in clay (30.9 &#xb1; 9.4%) and silt (56.6 &#xb1; 4.0%) contents, indicating a low-dynamic depositional environment; (2) Three grain-size components were identified, characterized by modal changes of ~4/60 &#x3bc;m, ~20 &#x3bc;m, and &gt;100 &#x3bc;m. By comparing these results with various environmental proxies, including glacial-interglacial alternations, eolian input, and bottom-water intensity, we suggest that marine productivity has a dominant influence on deep-sea sediment dynamics, though post-depositional processes also contribute. Additionally, topographical conditions and sea-water chemistry appear to be related to the presence of coarse particles, possibly through coarse transport and micro-nodule development. Overall, grain-size parameters provide a valuable investigative tool for understanding the various influences on sediment dynamics in this region.</p>
</abstract>
<kwd-group>
<kwd>sediment grain size</kwd>
<kwd>Mariana Trench</kwd>
<kwd>factor analysis</kwd>
<kwd>deep-sea dynamics</kwd>
<kwd>Western Pacific</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="0"/>
<equation-count count="3"/>
<ref-count count="50"/>
<page-count count="11"/>
<word-count count="3609"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Biogeochemistry</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The Mariana Trench, the deepest part of the Earth&#x2019;s surface, reaches a maximum depth of ~11,000 m at the Challenger Deep, likely due to minimal sediment infill (<xref ref-type="bibr" rid="B9">Fryer et&#xa0;al., 2003</xref>). It lies along the boundary between the eastern Philippine Sea plate and the subducting Pacific plate (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). This region represents a non-accretionary convergent plate margin, where the basement of the overriding plate is in direct contact with the subducting plate at the trench axis (<xref ref-type="bibr" rid="B13">Hussong and Uyeda, 1981</xref>), with subduction beginning prior to ~50 Ma (<xref ref-type="bibr" rid="B33">Ranken et&#xa0;al., 1984</xref>; <xref ref-type="bibr" rid="B16">Jurdy, 1979</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Schematic map of the Mariana Trench region as well as the location of core JL7KGC-11b. <bold>(A)</bold> Tectonic setting of the study area. PAC, Pacific plate; PHI, Philippine plate; CAR, Caroline Ridge. The red rectangle labels the location of the Challenger Deep. <bold>(B)</bold> Location of the Mariana Trench. <bold>(C)</bold> Location of the studied core. The bathymetric data of the Mariana Trench was downloaded from <ext-link ext-link-type="uri" xlink:href="http://ccom.unh.edu/theme/law-sea/mariana-trench-pacific-ocean/">http://ccom.unh.edu/theme/law-sea/mariana-trench-pacific-ocean/</ext-link>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1463564-g001.tif"/>
</fig>
<p>Technological advances in deep-ocean exploration over the past decade have drawn significant attention to the Mariana Trench, revealing the uniqueness of its hadal environment. Research into hadal water mixing (<xref ref-type="bibr" rid="B17">Kawagucci et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B24">Maruyama et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B37">van Haren et&#xa0;al., 2017</xref>) and hadal ecosystem (<xref ref-type="bibr" rid="B11">Hiraoka et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B27">Nunoura et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B31">Peoples et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B40">Wang et&#xa0;al., 2019</xref>) has highlighted two important factors affecting depositional processes in the trench: eroded and windblown particles (<xref ref-type="bibr" rid="B15">Jiang et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B39">Wang et&#xa0;al., 2016</xref>). Moreover, an antiphase relationship between bottom-water intensity in the trench and the eastern Pacific has been identified, potentially due to the redistribution of Antarctic bottom water (AABW) into the North Pacific (<xref ref-type="bibr" rid="B44">Yi, 2023</xref>).</p>
<p>However, there is still a lack of verification of various proxies to infer the paleoenvironmental history of this region. While sediment grain size is broadly used in environmental studies, it remains unclear which factors predominantly control this basic characteristic in the trench. To better understand the paleoenvironment of the surficial sediments in this abyssal environment, we conducted a detail study of sediment grain size on a gravity core collected from the south of the Mariana Trench (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). By integrating magnetostratigraphy with authigenic beryllium isotope (<sup>10</sup>Be/<sup>9</sup>Be) analyses, a reliable age-depth model was established, and based on this geochronological framework, grain-size properties and its controlling factors were discussed on glacial-interglacial timescales in this work.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Methodology</title>
<sec id="s2_1">
<label>2.1</label>
<title>The studied core</title>
<p>Core JL7KGC-11b (J11b; 142.34&#xb0; E, 10.95&#xb0; N, 6470 m water depth) was collected using a gravity piston by the R/V HAI YANG LIU HAO, Guangzhou Marine Geological Survey in June 2012, from the southern part of the Mariana Trench. The core is 67 cm in length and 7 cm in diameter, composed of light-yellow (10YR 7/8) to brown (10YR 3/3) muds (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The age-depth model of core J11b. <bold>(A)</bold> The core photo. <bold>(B)</bold> Ba/Al changes of core J11b for tuning. <bold>(C)</bold> Benthic &#x3b4;<sup>18</sup>O stack LR04 (<xref ref-type="bibr" rid="B20">Lisiecki and Raymo, 2005</xref>) versus the tuned Ba/Al record of core J11b (11-point moving average). This tuning process was preliminary constrained by <sup>10</sup>Be dating (405 &#xb1; 6 kyr), and all of these data was reported in <xref ref-type="bibr" rid="B44">Yi (2023)</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1463564-g002.tif"/>
</fig>
<p>In order to establish an age-depth model for core J11b, sediment samples were firstly subjected to stepwise alternating field (AF) demagnetization up to a peak field of 90 mT, using a three-axis cryogenic magnetometer (2G Enterprise Model 755, USA) installed in a magnetically shielded room at the State Key Laboratory of Marine Geology, Tongji University. As a result, no reversal of magnetic inclination was observed in measurements. As an alternative geochronological test, <sup>10</sup>Be/<sup>9</sup>Be ratios were employed to constrain the duration of the core, yielding an age of 405 &#xb1; 6 kyr. Together with Ba/Al ratio changes and correlating with the stacked benthic &#x3b4;<sup>18</sup>O record (LR04) (<xref ref-type="bibr" rid="B20">Lisiecki and Raymo, 2005</xref>), the geochronology of core J11b was finally established (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Subsequently, sedimentation rates of 0.7 &#xb1; 0.2 mm/kyr for the upper part and 2.2 &#xb1; 0.4 mm/kyr for the lower part were established. All geochronological data have been previously reported in <xref ref-type="bibr" rid="B44">Yi (2023)</xref> and are used here to assist sediment grain-size analysis.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Grain-size measurements</title>
<p>A total of 122 sediment samples were collected at 5 mm intervals from core J11b for grain-size analysis. Samples were dispersed using sodium hexametaphosphate [(NaPO<sub>3</sub>)<sub>6</sub>] and subjected to ultrasonic vibrator for 6 h. Grain-size distributions were measured with a Malvern Mastersizer 2000 laser-particle size analyzer at Second Institute of Oceanography, Ministry of Natural Resources of China. One hundred grain size classes between 0.3 and 300 &#x3bc;m were analyzed using mathematical methods, including the varimax-rotated principal component analysis (VPCA), environmentally-sensitive components, and lognormal-based unmixing. The common signal of deep-sea sedimentary dynamics was extracted for paleoenvironmental inferences, following the established procedures (e.g., <xref ref-type="bibr" rid="B4">Boulay et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B30">Paterson and Heslop, 2015</xref>; <xref ref-type="bibr" rid="B6">Chen et&#xa0;al., 2020</xref>, <xref ref-type="bibr" rid="B7">2021</xref>).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Lognormal-based unmixing</title>
<p>Grain-size spectra of sediment are often polymodal, and can be estimated by superposition of multiple unimodal components, following a particular theoretical distribution. In this study, we applied a lognormal function to the grain-size spectra. The polymodal distribution can be expressed as:</p>
<disp-formula id="eq1">
<label>(1)</label>
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<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mo>=</mml:mo>
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<mml:mn mathvariant="bold">1</mml:mn>
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<mml:msub>
<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mn mathvariant="bold">1</mml:mn>
</mml:msub>
<mml:mo>+</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">p</mml:mi>
<mml:mn mathvariant="bold">2</mml:mn>
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<mml:msub>
<mml:mi mathvariant="bold-italic">f</mml:mi>
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<mml:mo>+</mml:mo>
<mml:mo>&#x2026;</mml:mo>
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<mml:mn>1</mml:mn>
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<mml:mi mathvariant="bold-italic">p</mml:mi>
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</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">p</mml:mi>
<mml:mrow>
<mml:mn mathvariant="bold">2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2026;</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">p</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn mathvariant="bold">1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mi mathvariant="bold-italic">n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <italic>f<sub>i</sub>
</italic> represents the function for component <italic>i</italic> where <italic>i</italic> = 1 to n components, and <italic>p<sub>i</sub>
</italic> is the component&#x2019;s percentage in the bulk sample. Within each spectrum, there are <italic>n&#x2212;1</italic> coefficients, <italic>p<sub>i</sub>
</italic>, that need to be estimated due to closure. The lognormal function has the following form:</p>
<disp-formula id="eq2">
<label>(2)</label>
<mml:math display="block" id="M2">
<mml:mrow>
<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3c7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3b2;</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>&#x3b1;</mml:mi>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="bold-italic">&#x3c7;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn mathvariant="bold">1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="bold-italic">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mi mathvariant="bold-italic">&#x3c7;</mml:mi>
<mml:mi mathvariant="bold-italic">&#x3b2;</mml:mi>
</mml:mfrac>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
</mml:msup>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where x represents the grain size in &#xb5;m, the coefficient &#x3b1; determines the distribution&#x2019;s shape, and &#x3b2; controls the position of the central tendency of the curve - here, the mean grain-size curve.</p>
<p>Because grain-size distribution of all samples consists two components, the function formula for partitioning can be expressed by the following equation:</p>
<disp-formula id="eq3">
<label>(3)</label>
<mml:math display="block" id="M3">
<mml:mrow>
<mml:mi mathvariant="bold-italic">f</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3c7;</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mn mathvariant="bold">1</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b2;</mml:mi>
<mml:mn mathvariant="bold">1</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">p</mml:mi>
<mml:mn mathvariant="bold">1</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b2;</mml:mi>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:msub>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mi mathvariant="bold-italic">p</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3b2;</mml:mi>
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<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
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</mml:mrow>
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</mml:mrow>
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<p>The values <italic>&#x3b1;<sub>1</sub>
</italic> and <italic>&#x3b2;<sub>1</sub>
</italic> are parameters of the distribution function of the fine-grained component, <italic>&#x3b1;<sub>2</sub>
</italic> and <italic>&#x3b2;<sub>2</sub>
</italic> represent the coarse-grained component. The percentages of each component in a sub-population are given by <italic>p<sub>1</sub>
</italic> and (<italic>1-p<sub>1</sub>
</italic>), respectively. Using the measured grain-size data in one hundred grain-size classes (<italic>x</italic>), the parameters can be estimated by General Least Squares Fitting.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Grain-size properties</title>
<p>The median grain size (M) throughout the studied interval of core J11b is 13.6 &#xb1; 12.0 &#x3bc;m, suggesting a low-dynamic depositional environment that has remained relatively stable over the past ~440 kyr (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Clay (&lt; 4 &#x3bc;m) and silt (4~63 &#x3bc;m) contents showed minimal variation, with average values of 30.9 &#xb1; 9.4% and 56.6 &#xb1; 4.0%, respectively. However, sand particles (&gt; 63 &#x3bc;m) exhibited greater variability, with an average value of 12.5 &#xb1; 9.2%. Similar variability can be also observed in C values (207.7 &#xb1; 122.6 &#x3bc;m), which represents the one percentile of grain size distribution. For the coarsest component (typically &gt;300 &#x3bc;m), they are observed only in several samples, which could be micro authigenic nodules occurring in slowly accumulating marine low sediments (<xref ref-type="bibr" rid="B39">Wang et&#xa0;al., 2016</xref>), or biogenic silica debris (<xref ref-type="bibr" rid="B18">Lai et&#xa0;al., 2023</xref>). These coarse particles seem independent to other grain-size components, and consistent with sediments from surrounding regions (<xref ref-type="bibr" rid="B47">Yi et&#xa0;al., 2020</xref>, <xref ref-type="bibr" rid="B46">2021</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Spectral profile of sediment grain size of core J11b <bold>(A)</bold> with probability density function <bold>(B)</bold> and the results of environmentally-sensitive components (CC-1 and CC-2) <bold>(C)</bold>. Mean, the average grain-size curve of all samples; S.D., the standard deviation for all samples.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1463564-g003.tif"/>
</fig>
<p>To further characterize the sedimentary dynamics, we analyzed two parameters: C value, representing the most hydrodynamically active component, and M, the median diameter, indicating the mean hydrodynamic energy. In the C-M diagram, in which valuable insights into sediment transport and hydrodynamic intensity can be revealed (<xref ref-type="bibr" rid="B28">Passega, 1957</xref>, <xref ref-type="bibr" rid="B29">1964</xref>), it is observed that these two parameters are generally coupled (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). However, when C values exceed 300 &#x3bc;m, the most dynamic sedimentary process appears uncoupled from the dominant sedimentary components, suggesting distinct dynamics.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Characteristics of sediment grain size of core J11b. <bold>(A)</bold> Ternary diagrams; <bold>(B)</bold> C-M diagrams; <bold>(C)</bold> Unmixing results. EM-1 and EM-2 are the two characterized grain-size components through mathematical partitioning of sediment grain-size spectrum; <bold>(D)</bold> Principal component analysis, VF1-VF4 are the four components by VPCA.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1463564-g004.tif"/>
</fig>
<p>The grain-size distributions are bimodal, with modal sizes of ~4&#xa0;&#x3bc;m and ~60 &#x3bc;m (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Minor differences in grain-size distributions among samples indicate a stable sedimentary environment throughout the studied period. Environmentally sensitive grain-size components are useful for characterizing specific sedimentary processes and/or dynamics (<xref ref-type="bibr" rid="B4">Boulay et&#xa0;al., 2003</xref>), and they have been used in various paleoenvironmental studies (e.g., <xref ref-type="bibr" rid="B12">Hu et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B36">Sun et&#xa0;al., 2003</xref>). Following the method of <xref ref-type="bibr" rid="B4">Boulay et&#xa0;al. (2003)</xref>, two environmentally-sensitive components were determined (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>): CC-1 and CC-2, peaking at 2.8-4.0 &#x3bc;m and 55.3-83.6 &#x3bc;m, respectively.</p>
<p>Polymodal grain-size spectra can be mathematically partitioned (<xref ref-type="bibr" rid="B2">Ashley, 1978</xref>), enabling the separation of orthogonal modes (independent grain-size components/factors) to identify potential changes in input functions and/or sedimentary dynamics (e.g., <xref ref-type="bibr" rid="B6">Chen et&#xa0;al., 2020</xref>, <xref ref-type="bibr" rid="B7">2021</xref>; <xref ref-type="bibr" rid="B49">Yi et&#xa0;al., 2012a</xref>). Using lognormal-based unmixing (<xref ref-type="bibr" rid="B30">Paterson and Heslop, 2015</xref>), we identified two primary components (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>): EM-1 and EM-2, with modal sizes of 4.3 &#x3bc;m and 48.1 &#x3bc;m, respectively. VPCA can be also used to identify the processes controlling sediment grain-size changes and to extract paleoenvironmental signals (e.g., <xref ref-type="bibr" rid="B12">Hu et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B48">Yi, et&#xa0;al., 2012b</xref>). As a result, four components (VF1-VF4) account for 98.6% of the variance (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>).</p>
<p>Combining all the grain-size results, it is inferred that for environmentally-sensitive components and lognormal-based unmixing (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>), two grain-size components are similarly identified and negatively correlated with each other, suggesting a single major factor dominating sedimentary dynamics. However, for VPCA results, four extracted components may infer a more complex process, which highlights the potential of the VPCA method in analyzing grain-size data in this critical region. In details, components VF1 and VF2 are closely related to changes in CC-1 and EM-1, and CC-2 and EM-2, respectively. Components VF3 and VF4 highlight more complex processes, indicating additional sedimentary factors influencing grain-size distribution.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Changes in grain-size parameters</title>
<p>Constrained by the refined age-depth model, variabilities in each grain-size parameter can be revealed. As shown in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>, four key grain-size parameters, including median size (M), and clay, silt and sand contents, are well correlated with each other in the past ~440 kyr. For example, clay and silt contents exhibit negative correlations with median size (M) and sand content, respectively. During 150-300 ka, all grain-size parameters display a significant shift. This variation is similarly reflected in the derived grain-size components, including EM1, EM2, VF1, and VF2 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>), supporting the inference that a single major factor dominating sedimentary dynamics in the study area during the depositional interval.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Comparison between the LR04 <bold>(A)</bold> and grain-size variabilities of core J11b <bold>(B&#x2013;F)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1463564-g005.tif"/>
</fig>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Comparison between the LR04 <bold>(A)</bold> and the derived parameters of core J11b <bold>(B&#x2013;G)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1463564-g006.tif"/>
</fig>
<p>Interestingly, for the most hydrodynamic sedimentary component, the C value exhibits distinct variability. Although not as pronounced as other parameters, it generally aligns with glacial-interglacial alternations (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). This pattern is also observed in the VF4 record (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6D</bold>
</xref>). Specifically, during interglacial intervals, such as since &lt;20 ka, 70-130 ka, 190-240 ka, 300-340 ka, and 370-420 ka, C values were significantly lower compared to glacial periods, suggesting relatively low sedimentary dynamics in the study area during these intervals. The VF3 component, according to the VPCA eigenvalues (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>), appears to reflect different variabilities compared to VF1, VF2, and VF4. This observation implies that, although the dominant processes remained consistent and characterized by low dynamics over the past ~440 kyr, the dispersion between C and M values suggests the influence of high-dynamic processes in core J11b, which may be responsible for the dominance of coarse particles in the sediments on glacial-interglacial timescales.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Productivity influence on low-dynamics processes</title>
<p>By analyzing the sedimentary dynamics in the study area, several influencing factors were identified, allowing for the reconstruction of sedimentary history over the past 440 kyr. Considering the grain-size pretreatment listed in the method part (section 2.2), biogenic particles from the upper ocean are firstly testified, such as silica/carbonate debris and organic matters that were not removed before grain-size measurement.</p>
<p>As shown (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>), elemental changes, including Si, K, and Ca, show strong correlations with grain-size variations in core J11b, while this agreement is less evident when compared to the benthic &#x3b4;<sup>18</sup>O stack LR04, which is a proxy for Northern Hemisphere glaciation (<xref ref-type="bibr" rid="B20">Lisiecki and Raymo, 2005</xref>).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Comparisons between various productivity-related proxies. <bold>(A)</bold> The leading components of grain-size and geochemical results; <bold>(B)</bold> Benthic &#x3b4;<sup>18</sup>O stack LR04 (<xref ref-type="bibr" rid="B20">Lisiecki and Raymo, 2005</xref>); <bold>(C)</bold> Elemental changes from XRF scanning of core J11b (<xref ref-type="bibr" rid="B44">Yi, 2023</xref>); <bold>(D)</bold> Grain-size parameters of core J11b derived from this study. See notes in <xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1463564-g007.tif"/>
</fig>
<p>Calcium content in deep-sea sediments is generally linked to biogenic changes (<xref ref-type="bibr" rid="B26">Murray and Leinen, 1993</xref>; <xref ref-type="bibr" rid="B46">Yi et&#xa0;al., 2021</xref>), and is often used for geochronological tuning (<xref ref-type="bibr" rid="B3">Bickert and Henrich, 2011</xref>; <xref ref-type="bibr" rid="B8">Farrell and Prell, 1989</xref>; <xref ref-type="bibr" rid="B14">Jakob et&#xa0;al., 2018</xref>). However, in some deep-sea sites below the CCD (typically &gt;4,000 m in the Pacific), such as core I8 from the west Philippine Sea (<xref ref-type="bibr" rid="B43">Xu et&#xa0;al., 2022</xref>), core GC18 near the Marshall seamount (<xref ref-type="bibr" rid="B38">Wang et&#xa0;al., 2023</xref>), and core J01A from the Mariana Trench (<xref ref-type="bibr" rid="B47">Yi et&#xa0;al., 2020</xref>), the relationship between calcium changes and the LR04 record is not as clear. The great water depth and the locality-specific influences (<xref ref-type="bibr" rid="B1">Anderson et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B32">Qin et&#xa0;al., 2018</xref>) could be the potential factors for this discrepancy between sedimentary Ca and the LR04, likely involving an interaction between marine productivities and post-deposition processes (<xref ref-type="bibr" rid="B43">Xu et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B38">Wang et&#xa0;al., 2023</xref>). In this case, the negative relationship between Ca content and M value observed in core J11b might suggest that when carbonate particles fell through the CCD, their sizes significantly reduced due to the dissolving processes, possibly resulting in carbonate residuals with a very fine size deposited in the sediments.</p>
<p>On the other hand, the proxies from core J11b shown in <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref> exhibit a long-term V-shaped trend from MIS 8 to MIS 5 (~300-100 ka), which correlates with the highest Si value and the light-yellow color of the sediments (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Biogenic silica, primarily distributed around the Antarctica and the North Pacific (<xref ref-type="bibr" rid="B25">Moore, 2008</xref>; <xref ref-type="bibr" rid="B35">Shibamoto and Harada, 2010</xref>; <xref ref-type="bibr" rid="B22">Luo et&#xa0;al., 2022</xref>), is linked to regions of high nutrient concentrations and primary productivity (<xref ref-type="bibr" rid="B21">Lisitzin, 1966</xref>; <xref ref-type="bibr" rid="B5">Broecker and Peng, 1982</xref>; <xref ref-type="bibr" rid="B23">Martin, 1990</xref>). Considering the relatively larger size of biogenic silica observed in the deep-sea sediments (<xref ref-type="bibr" rid="B18">Lai et&#xa0;al., 2023</xref>), the positive relationship between Si content and M value may illustrate that the increased production of biogenic silica could significantly enlarge the sediment grain size.</p>
<p>Hence, it is summarized that the consistency between elements Ca, K, Si, and sediment grain-size parameters such as M values, EM1, and VF1 suggests that marine productivity may have influenced sediment dynamics in deep-sea environments, while the contributions of post-depositional processes are worthy of investigation in future to further clarify the influences from productivity changes.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Influences from eolian dust and bottom water</title>
<p>Eroded and windblown particles are two important factors affecting depositional processes in the trench (<xref ref-type="bibr" rid="B15">Jiang et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B39">Wang et&#xa0;al., 2016</xref>), and bottom-water currents can be reconstructed by grain-size analyses (<xref ref-type="bibr" rid="B10">Hall et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B45">Yi et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B19">Lamy et&#xa0;al., 2024</xref>). Eolian particles, transported from the Asian interior (<xref ref-type="bibr" rid="B15">Jiang et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B39">Wang et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B42">Xiao et&#xa0;al., 2020</xref>), can account for up to 75% of non-biogenic components in deep-sea sediments (<xref ref-type="bibr" rid="B41">Windom, 1969</xref>). AABW flows across the North Pacific and serves as the primary source of dissolved oxygen in the trench (<xref ref-type="bibr" rid="B42">Xiao et&#xa0;al., 2020</xref>), making it critical to reconstruct the influences of AABW on western Pacific sedimentation using oxygen-sensitive elements (<xref ref-type="bibr" rid="B44">Yi, 2023</xref>).</p>
<p>In previous studies, a pattern of increased eolian dust during glacial periods and decreased input during interglacial periods was observed in the North Pacific (e.g., <xref ref-type="bibr" rid="B50">Zhang et&#xa0;al., 2018</xref>). This pattern is similarly reflected in variabilities of C values and VF4 record of core J11b (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). Specifically, when eolian dust decreased during interglacial periods, the C values were low, while the VF4 record was high (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>), indicating reduced sedimentary dynamics during interglacial intervals in the study site.</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Comparisons between various environmental proxies. <bold>(A)</bold> Benthic &#x3b4;<sup>18</sup>O stack LR04 (<xref ref-type="bibr" rid="B20">Lisiecki and Raymo, 2005</xref>), <italic>versus</italic> the K content of IODP Site U1422 in the Japan Sea (<xref ref-type="bibr" rid="B50">Zhang et&#xa0;al., 2018</xref>), indicating eolian dusts to the North Pacific; <bold>(B)</bold> C values and VF4 record of core J11b (this study), versus elemental ratios of Ba/Al for age tuning of core J11b (<xref ref-type="bibr" rid="B44">Yi, 2023</xref>); <bold>(C)</bold> Comparison for proxies of bottom water intensity, including VF3, and two geochemical PCA components. Chem_F2 was derived elemental contents of core J11b (recalculating in this study), and Mn_f1 was from elemental ratios of three cores (<xref ref-type="bibr" rid="B44">Yi, 2023</xref>). See notes in <xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1463564-g008.tif"/>
</fig>
<p>However, both the C values and the VF4 record are characterized by coarse particles, typically &gt; 200 &#x3bc;m. These coarse particles are unlikely to be transported by winter monsoon or the westerlies, and may originate from proximal sources, such as materials dropping from the upper slope of the trench. Additionally, elemental ratios such as Ba/Al exhibit similar variability between glacial and interglacial alternations (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>). This ratio was used to refine the age-depth model of the studied core (<xref ref-type="bibr" rid="B44">Yi, 2023</xref>), though marine productivity may show different relationships with glacial periods as aforementioned. For example, carbonate preservation in many Pacific sites is higher during glacial intervals (&#x2018;Pacific style&#x2019;), a phenomenon linked to seawater chemistry changes (<xref ref-type="bibr" rid="B1">Anderson et&#xa0;al., 2008</xref>) and likely initiated from ~1.1 Ma (<xref ref-type="bibr" rid="B34">Sexton and Barker, 2012</xref>), while in Atlantic sites (&#x2018;Atlantic style&#x2019;), carbonate content tends to be higher during interglacial intervals (<xref ref-type="bibr" rid="B32">Qin et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B34">Sexton and Barker, 2012</xref>; and references therein). These complex responses of marine productivity suggest that these coarse particles in the study area are not directly related to regional productivity. Instead, considering micro-nodules tending to form in an oxygenation environment (<xref ref-type="bibr" rid="B39">Wang et&#xa0;al., 2016</xref>), sea-water chemistry in the trench related to bottom-water evolution likely influenced the development of micro-nodules in the sediments, and topographic conditions might induce the transport of coarse particles from the upper part of the trench.</p>
<p>Additionally, an agreement between the VF3 record and oxygen-sensitive proxies of bottom-water evolution in core J11b was observed in the comparisons (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>). These oxygen-sensitive proxies have been employed to make regional inferences regarding bottom-water evolution over the past 1.2 Myr (<xref ref-type="bibr" rid="B44">Yi, 2023</xref>). The VF3 component likely represents the shifting position of intersection between two major grain-size groups (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>), suggesting that oceanic circulation in the trench affects the inflection points between these two dynamic groups, rather than altering their modal sizes.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>By studying core J11b in terms of sediment grain size and geochronology, we have documented significant changes in the sedimentary dynamics of the southern Mariana Trench over the past ~440 kyr. Our findings indicate that the median value of sediment grain size is 13.6 &#xb1; 12.0 &#x3bc;m, and clay and silt particles exhibit minimal variation, with average values of 30.9 &#xb1; 9.4%, and 56.6 &#xb1; 4.0%, respectively. The variance in sand particles, however, was relatively large, with an average of 12.5 &#xb1; 9.2%. These observations suggest a low-dynamic sedimentary process that has remained largely stable over the past 440 kyr, with a single major factor dominating sedimentary dynamics.</p>
<p>Through comparisons of these results with various environmental proxies, the dominant influence of marine productivities on deep-sea dynamic processes was confirmed, although post-depositional processes also played a role. Topographical conditions and seawater chemistry were found to influence the transport of coarse particles, as well as the development of micro-nodules in the sediments.</p>
<p>Therefore, we concluded that grain-size parameters are a useful tool for detecting sedimentary properties in the trench. These parameters reflect a combination of influences, including marine productivity, sediment sources, topography, and bottom-water intensify. Future paleoenvironmental inferences should incorporate cross-validation with other evidence to improve accuracy and reliability.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/supplementary material.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>ZS: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft, Methodology, Funding acquisition, Formal analysis. HW: Writing &#x2013; review &amp; editing, Investigation, Data curation. YPC: Writing &#x2013; review &amp; editing, Formal analysis, Data curation. YC:&#xa0;Writing &#x2013; review &amp; editing, Formal analysis, Data curation. LY: Writing &#x2013; review &amp; editing, Methodology, Conceptualization.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. The work was supported by the National Natural Science Foundation of China (42304084, 41602349, 42177422), and the China Postdoctoral Science Foundation (2023M743469).</p>
</sec>
<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>
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