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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Earth Sci.</journal-id>
<journal-title>Frontiers in Earth Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Earth Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-6463</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">756591</article-id>
<article-id pub-id-type="doi">10.3389/feart.2021.756591</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Earth Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Microbial Alkalinity Production and Silicate Alteration in Methane Charged Marine Sediments: Implications for Porewater Chemistry and Diagenetic Carbonate Formation</article-title>
<alt-title alt-title-type="left-running-head">Meister et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Alkalinity Production in Methanogenic Sediments</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Meister</surname>
<given-names>Patrick</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/822799/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Herda</surname>
<given-names>Gerhard</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Petrishcheva</surname>
<given-names>Elena</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gier</surname>
<given-names>Susanne</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dickens</surname>
<given-names>Gerald R.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bauer</surname>
<given-names>Christian</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Bo</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/634911/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Geology, University of Vienna</institution>, <addr-line>Vienna</addr-line>, <country>Austria</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Lithospheric Research, University of Vienna</institution>, <addr-line>Vienna</addr-line>, <country>Austria</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Geology, Trinity College Dublin</institution>, <addr-line>Dublin</addr-line>, <country>Ireland</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Institute of Mechanics and Mechatronics, Vienna University of Technology</institution>, <addr-line>Vienna</addr-line>, <country>Austria</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Alfred-Wegener Institute Helmholtz Centre for Polar and Marine Research</institution>, <addr-line>Bremerhaven</addr-line>, <country>Germany</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/826312/overview">Laura M. Wehrmann</ext-link>, Stony Brook University, United&#x20;States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/643331/overview">Xiaole Sun</ext-link>, Stockholm University, Sweden</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/174391/overview">William Patrick Gilhooly</ext-link>, Indiana University&#x2014;Purdue University Indianapolis, United&#x20;States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Patrick Meister, <email>patrick.meister@univie.ac.at</email>; Susanne Gier, <email>susanne.gier@univie.ac.at</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Biogeoscience, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>756591</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Meister, Herda, Petrishcheva, Gier, Dickens, Bauer and Liu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Meister, Herda, Petrishcheva, Gier, Dickens, Bauer and Liu</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>A numerical reaction-transport model was developed to simulate the effects of microbial activity and mineral reactions on the composition of porewater in a 230-m-thick Pleistocene interval drilled in the Peru-Chile Trench (Ocean Drilling Program, Site 1230). This site has porewater profiles similar to those along many continental margins, where intense methanogenesis occurs and alkalinity surpasses 100&#xa0;mmol/L. Simulations show that microbial sulphate reduction, anaerobic oxidation of methane, and ammonium release from organic matter degradation only account for parts of total alkalinity, and excess CO<sub>2</sub> produced during methanogenesis leads to acidification of porewater. Additional alkalinity is produced by slow alteration of primary aluminosilicate minerals to kaolinite and SiO<sub>2</sub>. Overall, alkalinity production in the methanogenic zone is sufficient to prevent dissolution of carbonate minerals; indeed, it contributes to the formation of cemented carbonate layers at a supersaturation front near the sulphate-methane transition zone. Within the methanogenic zone, carbonate formation is largely inhibited by cation diffusion but occurs rapidly if cations are transported into the zone <italic>via</italic> fluid conduits, such as faults. The simulation presented here provides fundamental insight into the diagenetic effects of the deep biosphere and may also be applicable for the long-term prediction of the stability and safety of deep CO<sub>2</sub> storage reservoirs.</p>
</abstract>
<kwd-group>
<kwd>alkalinity</kwd>
<kwd>microbial activity</kwd>
<kwd>methanogenesis</kwd>
<kwd>silicate alteration</kwd>
<kwd>clay minerals</kwd>
<kwd>diagenetic carbonate</kwd>
<kwd>Peru margin</kwd>
</kwd-group>
<contract-sponsor id="cn001">FP7 People: Marie-Curie Actions<named-content content-type="fundref-id">10.13039/100011264</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Schweizerischer Nationalfonds zur F&#xf6;rderung der Wissenschaftlichen Forschung<named-content content-type="fundref-id">10.13039/501100001711</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Microbial activity below the seafloor (in the deep biosphere) affects global cycling of carbon. In sediments on many continental margins, microbes convert buried organic matter through a series of reactions to methane (CH<sub>4</sub>) and dissolved inorganic carbon (DIC), both of which can return back to the water column through advection or diffusion (e.g., <xref ref-type="bibr" rid="B26">Dickens, 2003</xref>; <xref ref-type="bibr" rid="B47">Krumins et&#x20;al., 2013</xref>). In some areas, high rates of organic carbon decomposition lead to oversaturation of porewater with respect to different carbonate minerals (e.g., <xref ref-type="bibr" rid="B8">Baker and Burns, 1985</xref>; <xref ref-type="bibr" rid="B68">Moore et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B61">Meister et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B60">Meister et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B56">Meister, 2015</xref>; <xref ref-type="bibr" rid="B101">Wehrmann et&#x20;al., 2016</xref>). Precipitation of diagenetic carbonates can even occur within carbonate-free ocean margin sediment sequences (e.g., <xref ref-type="bibr" rid="B79">Pisciotto and Mahoney, 1981</xref>; <xref ref-type="bibr" rid="B44">Kelts and McKenzie, 1984</xref>; <xref ref-type="bibr" rid="B8">Baker and Burns, 1985</xref>). Importantly, these carbonates add to the total worldwide carbon burial flux, and variations in their accumulation over time may have contributed to past changes in global carbon cycling, such as during times of widespread anoxia (<xref ref-type="bibr" rid="B84">Schrag et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B88">Sun and Turchyn, 2014</xref>). Nevertheless, gaps remain in the understanding of organic carbon decomposition and diagenetic carbonate formation, particularly in sediment sequences characterized by strong methanogenesis.</p>
<p>While production of DIC drives diagenetic carbonate precipitation, a simultaneous increase in the pH buffering capacity and total alkalinity must happen to increase the activity of dissolved CO<sub>3</sub>
<sup>2&#x2212;</sup> and, hence, the saturation state with respect to various carbonate phases. The total alkalinity (titration alkalinity) has been defined as &#x201c;excess of proton acceptors over donors with respect to carbonic acid&#x201d;: TA &#x3d; [HCO<sub>3</sub>
<sup>&#x2212;</sup>] &#x2b; 2 [CO<sub>3</sub>
<sup>2&#x2212;</sup>] &#x2b; [OH<sup>&#x2212;</sup>] &#x2b; [B(OH)<sub>4</sub>
<sup>&#x2212;</sup>] &#x2b; [HPO<sub>4</sub>
<sup>2&#x2212;</sup>] &#x2b; 2 [PO<sub>4</sub>
<sup>3&#x2212;</sup>] &#x2b; [H<sub>3</sub>SiO<sub>4</sub>
<sup>&#x2212;</sup>] &#x2b; [NH<sub>3</sub>] &#x2b; [HS<sup>&#x2212;</sup>] &#x2b; 2 [S<sup>2&#x2212;</sup>] &#x2212; [H<sup>&#x2b;</sup>] &#x2212; [HF] &#x2212; [HSO<sub>4</sub>
<sup>&#x2212;</sup>] &#x2212; [H<sub>3</sub>PO<sub>4</sub>] (<xref ref-type="bibr" rid="B27">Dickson, 1981</xref>; <xref ref-type="bibr" rid="B66">Middelburg et&#x20;al., 2020</xref>). Several microbially mediated reactions increase alkalinity, including iron-reduction (<xref ref-type="bibr" rid="B81">Raiswell and Fisher, 2000</xref>; <xref ref-type="bibr" rid="B112">Wehrmann et&#x20;al., 2009</xref>), organoclastic sulphate reduction (OSR), and anaerobic oxidation of methane (AOM; <xref ref-type="bibr" rid="B68">Moore et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B94">Ussler and Paull, 2008</xref>; <xref ref-type="bibr" rid="B63">Meister, 2013</xref>). In general, these processes progress with depth below the seafloor, according to their redox potential and free energy yield (e.g., <xref ref-type="bibr" rid="B32">Froelich et&#x20;al., 1979</xref>). They also affect alkalinity differently. Notably, OSR produces two moles of DIC and two moles of alkalinity per mole of sulphate consumed, with a 1:1 ratio of TA:DIC (<xref ref-type="disp-formula" rid="e1">Eq. 1</xref>):<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
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<mml:mo>&#x2b;</mml:mo>
</mml:msup>
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<label>(1)</label>
</disp-formula>By contrast, AOM generates more alkalinity relative to DIC (TA:DIC &#x3d; 2:1; <xref ref-type="disp-formula" rid="e2">Eq. 2</xref>):<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mrow>
<mml:msubsup>
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</mml:msub>
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<mml:msup>
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<mml:mo>&#x2212;</mml:mo>
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<mml:mi mathvariant="normal">C</mml:mi>
<mml:msubsup>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
</mml:mrow>
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<label>(2)</label>
</disp-formula>
</p>
<p>In the absence of any terminal electron acceptor, subseafloor fermentation of organic matter can still occur, releasing CH<sub>4</sub>, organic acids, and CO<sub>2</sub> to porewater. A dominant overall process is &#x201c;methanogenesis&#x201d;, which proceeds mainly through autotrophic reduction of CO<sub>2</sub> with H<sub>2</sub> as an electron donor (<xref ref-type="bibr" rid="B21">Conrad, 1999</xref>; <xref ref-type="bibr" rid="B62">Meister and Reyes, 2019</xref>):<disp-formula id="e3">
<mml:math id="m3">
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<mml:mn>2</mml:mn>
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<mml:mn>2</mml:mn>
</mml:msub>
<mml:mtext>O</mml:mtext>
</mml:mrow>
</mml:mover>
</mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>CO</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mtext>CH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
</mml:msub>
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<label>(3)</label>
</disp-formula>Crucially, the overall pathway results in excess CO<sub>2</sub>, but without producing further alkalinity.</p>
<p>A current problem in our collective knowledge of the deep biosphere and the role of methanogenesis for subseafloor biogeochemical processes revolves around the fate of CO<sub>2</sub> and extreme porewater alkalinity. Production of CO<sub>2</sub> (<xref ref-type="disp-formula" rid="e3">Eq. 3</xref>) should lead to acidification and undersaturation of porewater with respect to carbonate minerals. This is because CO<sub>2</sub> dissolves in water and generates protons, but does not change alkalinity (<xref ref-type="disp-formula" rid="e4">Eq. 4</xref>):<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:msub>
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<mml:mn>2</mml:mn>
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<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mo>&#x2192;</mml:mo>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:msubsup>
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<mml:mn>3</mml:mn>
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<p>However, porewaters along continental margins and within zones of significant methanogenesis consistently exhibit very high alkalinity, often exceeding 50&#xa0;mmol/L (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>) and sometimes surpassing 160&#xa0;mmol/L (<xref ref-type="bibr" rid="B100">Wefer et&#x20;al., 1998</xref>). Furthermore, the high alkalinity mostly reflects dissolved HCO<sub>3</sub>
<sup>&#x2212;</sup> concentrations (except near depths of HS<sup>&#x2212;</sup> production), the pH usually exceeds 7, and early diagenetic carbonate (dolomite) often has positive &#x3b4;<sup>13</sup>C values, indicative of precipitation under methanogenenic conditions (<xref ref-type="bibr" rid="B19">Claypool and Kaplan, 1974</xref>; <xref ref-type="bibr" rid="B44">Kelts and McKenzie, 1984</xref>). As side-stepped in various works (e.g., <xref ref-type="bibr" rid="B104">Chatterjee et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B57">Meister et&#x20;al., 2011</xref>), there is a &#x201c;lost proton problem&#x201d;. How can sufficient alkalinity, as HCO<sub>3</sub>
<sup>&#x2212;</sup>, occur in such sub-seafloor environments to the point of driving significant amounts of carbonate precipitation?</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Global map showing representative ODP sites along continental margins with thick methanogenic zones <bold>(A)</bold> and compilation of their porewater alkalinity profiles with respect to metres below seafloor (mbsf), highlighting greatly elevated alkalinity in the upper few hundreds of metres of sediment <bold>(B)</bold>. Data are from <xref ref-type="bibr" rid="B38">Ingle et&#x20;al. (1990</xref>; Japan Sea, Site 798), <xref ref-type="bibr" rid="B78">Paull et&#x20;al. (1996</xref>; Blake Ridge, Site 997), <xref ref-type="bibr" rid="B100">Wefer et&#x20;al. (1998</xref>; Namibia Margin, Site 1084), <xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al. (2003</xref>; Peru Margin, Site 1230), and <xref ref-type="bibr" rid="B92">Tr&#xe9;hu et&#x20;al. (2003</xref>; Hydrate Ridge, Site 1244).</p>
</caption>
<graphic xlink:href="feart-09-756591-g001.tif"/>
</fig>
<p>Several additional sources of alkalinity in marine sediments have been discussed in previous studies (e.g., <xref ref-type="bibr" rid="B104">Chatterjee et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B57">Meister et&#x20;al., 2011</xref>). Given a nominal C/N ratio &#x3e;7:1, organic matter degradation generally produces ammonia in most continental margin sediments (e.g., <xref ref-type="bibr" rid="B6">Arndt et&#x20;al., 2013</xref>). Due to uptake of a proton, each mole of NH<sub>4</sub>
<sup>&#x2b;</sup> (from NH<sub>3</sub>) also produces one mole of alkalinity:<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2192;</mml:mo>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:msubsup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>4</mml:mn>
<mml:mo>&#x2b;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<p>While NH<sub>4</sub>
<sup>&#x2b;</sup> accumulates in the porewater, it may adsorb to clay mineral surfaces, in exchange for Ca<sup>2&#x2b;</sup> and Mg<sup>2&#x2b;</sup>, which are readily released into the porewater (<xref ref-type="bibr" rid="B96">Von Breymann et&#x20;al., 1990</xref>; <xref ref-type="bibr" rid="B73">Ockert et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B53">Mavromatis et&#x20;al., 2015</xref>). Dissolved organic species, which almost certainly form in methanogenic systems, also need consideration (<xref ref-type="bibr" rid="B85">Smith, 2005</xref>).</p>
<p>Several authors (e.g., <xref ref-type="bibr" rid="B1">Aloisi et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B97">Wallmann et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B57">Meister et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B3">Archer et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B105">Solomon et&#x20;al., 2014</xref>) have suggested that alteration of silicate minerals, particularly clay minerals, occurs within methanogenic zones and may produce sufficient alkalinity to drive diagenetic carbonate precipitation. At low pH and low temperatures, silicates may alter to secondary minerals by loss of oxides of alkali and earth alkali metals, which react to hydroxides upon protonation, thereby buffering acidification of dissolved CO<sub>2</sub> (<xref ref-type="bibr" rid="B2">Amiotte Suchet et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B20">Colbourn et&#x20;al., 2015</xref>; <xref ref-type="disp-formula" rid="e6">Eq. 6</xref>):<disp-formula id="e6">
<mml:math id="m6">
<mml:mrow>
<mml:mi mathvariant="normal">M</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
<mml:mo>&#x2192;</mml:mo>
<mml:mi mathvariant="normal">M</mml:mi>
<mml:msup>
<mml:mi mathvariant="normal">g</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2b;</mml:mo>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi mathvariant="normal">O</mml:mi>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<p>Often silicate alteration reactions also show a loss of SiO<sub>2</sub>, which upon water uptake reacts to H<sub>4</sub>SiO<sub>4</sub> and which, hence, does not contribute to total alkalinity production. As a consequence of <xref ref-type="disp-formula" rid="e6">Eq. 6</xref>, alkalinity also can be expressed by the balance of conservative ions. This has been shown by <xref ref-type="bibr" rid="B102">Wolf-Gladrow et&#x20;al. (2007)</xref>, who derived an explicit conservative expression of total alkalinity: TA<sub>ec</sub> &#x3d; [Na<sup>&#x2b;</sup>] &#x2b; 2 [Mg<sup>2&#x2b;</sup>] &#x002B; 2 [Ca<sup>2&#x2b;</sup>] &#x2b; [K<sup>&#x2b;</sup>] &#x2212; [Cl<sup>&#x2212;</sup>] &#x2212; [TNH<sub>3</sub>] &#x2212; 2 [TSO<sub>4</sub>] (here only including the components relevant for the considered system). The advantage of this expression is that all parameters are conservative and can be directly measured. TA<sub>ec</sub> also provides a clearer understanding of how mineral reactions affect the porewater alkalinity.</p>
<p>Both ion exchange with NH<sub>4</sub>
<sup>&#x2b;</sup> and silicate mineral alteration may enrich porewaters in dissolved Mg<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, and K<sup>&#x2b;</sup> (<xref ref-type="bibr" rid="B96">Von Breymann et&#x20;al., 1990</xref>; <xref ref-type="bibr" rid="B97">Wallmann et&#x20;al., 2008</xref>), while Ca<sup>2&#x2b;</sup> typically becomes depleted due to carbonate precipitation. But which scenario is correct, and why and how extremely high alkalinity arises in zones of high microbial activity, remains unclear. Understanding the production of alkalinity and its effect on carbonate equilibrium is not only essential for understanding diagenetic carbonate formation and the natural carbon cycle, but also links to long-term storage of CO<sub>2</sub> in geological rock reservoirs (<xref ref-type="bibr" rid="B9">Bickle et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B40">Kasina et&#x20;al., 2014</xref>).</p>
<p>In this study, we examine data from Ocean Drilling Program (ODP) Site 1230 on the Peru Margin (<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B28">Donohue et&#x20;al., 2006</xref>). This site was drilled to examine microbiological and porewater expressions in an exemplary modern-day methanogenic system. Although Site 1230 has one of the most complete porewater datasets in ocean drilling history, the available information has yet to be placed into context. We developed a numerical reaction-transport model to simulate alkalinity production and its effect on the carbonate equilibrium as a result of microbial activity and mineral reactions in natural methanogenic zones over millions of years. Rates of microbial metabolic reactions (OSR and methanogenesis) are linked to an overall organic matter degradation rate. The rate of organic matter degradation (R<sub>TOC</sub>; TOC &#x3d; total organic carbon) was determined using a presumed decay function and determining the decay parameters by fitting the simulated porewater profiles to the measured porewater data. Also rates of ion exchange on clay mineral surfaces and rates of dissolution/precipitation of the minerals detected by X-ray diffraction analysis were determined in this way. We then assessed how the different processes affect total alkalinity and carbonate saturation. This simulation aims at clarifying the longstanding enigma of how diagenetic carbonates form in deep methanogenic zones below the seafloor.</p>
</sec>
<sec id="s1-1">
<title>Study Site and Measured Porewater Profiles</title>
<p>Intense coastal upwelling and high primary productivity characterize surface waters along the Peruvian continental margin. In 2002, ODP Leg 201 drilled and cored Site 1230 on the lower slope of the Peru margin (9&#xb0; 6.7525&#x2032; S / 80&#xb0; 35.0100&#x2032; W; <xref ref-type="sec" rid="s9">Supplementary Figure S1A</xref>) at 5,086&#xa0;m water depth, and within 100&#xa0;m from ODP Site 685. The site comprises five holes (A-E), from which cores collected sediment to 278&#xa0;m below seafloor (mbsf). Except for a few short pressure cores to collect gas, sediment recovery over the upper 216&#xa0;m was accomplished using an advanced hydraulic piston core (APC) tool while recovery below this depth was accomplished mostly using an extended core barrel (XCB)&#x20;tool.</p>
<p>The overall sequence has two main lithological units, which match those recovered at Site 685 (<xref ref-type="sec" rid="s9">Supplementary Figure S1B</xref>; <xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al., 2003</xref>). The upper 230&#xa0;m (Unit I) consist of Pleistocene-Holocene diatom ooze with variable mud content, traces of biogenic carbonate (nannofossils and foraminifera) and commonly pyrite. Total organic carbon content ranges between 2 and 3.5&#xa0;wt%, with a nearly constant C/N ratio of about 9 (<xref ref-type="bibr" rid="B80">Prokopenko et&#x20;al., 2006</xref>). By contrast, total inorganic carbon (TIC) content of bulk sediment mostly lies below 0.2&#xa0;wt%, but reaches up to 1&#xa0;wt% in the middle part of the unit (<xref ref-type="bibr" rid="B106">Meister et&#x20;al., 2005</xref>). A 10-m-scale cyclicity in chromaticity (<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al., 2003</xref>) spans the upper 118&#xa0;m and reflects alternating domains enriched in diatom-ooze or dark-green clay, presumably linked to glacial and interglacial intervals. A change in chromaticity coincides with an interval of lower diatom content between 118 and 148&#xa0;mbsf. The clay-rich diatom ooze shows signs of increasing consolidation and fissility towards the base of Unit I (<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al., 2003</xref>).</p>
<p>A sharp boundary at 216&#xa0;mbsf delineates Unit I and Unit II, and marks a downward shift to strongly consolidated Miocene sediments. The boundary likely represents a d&#xe9;collement surface within the accretionary prism (<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B52">Matmon and Bekins, 2006</xref>), as it is characterized by a 20-cm-thick fault breccia cemented by syntectonic dolomite (<xref ref-type="bibr" rid="B57">Meister et&#x20;al., 2011</xref>) and a &#x223c;4&#xa0;Ma gap in age (<xref ref-type="bibr" rid="B87">Suess 1988</xref>).</p>
<p>Porewater profiles show major changes in fluid composition with depth, including a steep and near linear negative sulphate gradient with a thin sulphate-methane transition zone (SMT) at approximately 9&#xa0;mbsf. Sulphide reaches ca. 10&#xa0;mmol/L at the SMT and decreases to zero at 20&#xa0;mbsf. Below the SMT, a methanogenic zone prevails throughout the sequence. Extremely high concentrations of up to 300&#xa0;mmol/L methane were reconstructed by <xref ref-type="bibr" rid="B86">Spivack et&#x20;al. (2006)</xref>, and gas hydrates were detected at 82 and 148&#xa0;mbsf (<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al., 2003</xref>). Measured DIC and alkalinity both reach concentrations of more than 150&#xa0;mmol/L near 150&#xa0;mbsf (<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al., 2003</xref>). Below 150&#xa0;mbsf, alkalinity, ammonia, and Mg<sup>2&#x2b;</sup> concentrations decrease downwards towards the Unit I-II boundary (<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B28">Donohue et&#x20;al., 2006</xref>). A sudden change in porewater chemistry occurs at this depth (<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al., 2003</xref>), as indicated by more radiogenic Sr isotope values; likely this is due to fluid transported along the fault (<xref ref-type="bibr" rid="B42">Kastner et&#x20;al., 1990</xref>; <xref ref-type="bibr" rid="B57">Meister et&#x20;al., 2011</xref>).</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Material and Methods</title>
<sec id="s2-1">
<title>Mineral Analysis</title>
<p>Sediment samples from ODP Site 1230 were selected from undisturbed core sections recovered from 6 to 254&#xa0;mbsf. For bulk mineralogical analysis, powdered sediment samples were analysed by X-ray diffraction (XRD) using a Panalytical X&#x2019;Pert PRO diffractometer (Cu-K&#x3b1; radiation, 40&#xa0;kV, 40&#xa0;mA, step size 0.0167, 5&#xa0;s per step).</p>
<p>For clay mineral separations, six sediment samples were slightly crushed by hand to pieces of approximately 3&#xa0;mm. Organic matter was removed by oxidation with diluted H<sub>2</sub>O<sub>2</sub>, and the samples were further disaggregated with a 400&#xa0;W ultrasonic probe for 3&#xa0;min. The &#x3c;2&#xa0;&#x3bc;m grain-size fraction was separated from bulk sediment by sedimentation in an Atterberg-cylinder for 24&#xa0;h and 33&#xa0;min (<xref ref-type="bibr" rid="B30">Engelhardt et&#x20;al., 1974</xref>; <xref ref-type="bibr" rid="B34">Gaucher et&#x20;al., 2004</xref>) and dried at 50&#xb0;C. The homogenized samples were then saturated with K<sup>&#x2b;</sup> and Mg<sup>2&#x2b;</sup> ions and oriented samples were prepared by dispersing 10&#xa0;mg of clay in 1&#xa0;ml of water, pipetting the suspensions onto glass slides, and drying at room temperature. The oriented, K- and Mg-saturated samples were analysed in air-dried state and after vapour solvation with either ethylene glycol (K-samples) or glycerol (Mg-samples) at 60&#xb0;C for 24&#xa0;h to identify expandable clay minerals like smectite and vermiculite. Additional K-saturated samples were heated to 550&#xb0;C to destroy kaolinite and expandable clay minerals (<xref ref-type="bibr" rid="B31">Eslinger and Pevear, 1988</xref>; <xref ref-type="bibr" rid="B39">Jasmund and Lagaly, 1993</xref>; <xref ref-type="bibr" rid="B67">Moore and Reynolds, 1997</xref>).</p>
</sec>
<sec id="s2-2">
<title>Reaction Transport Model</title>
<p>Concentrations of dissolved species were simulated with a one-dimensional reaction-transport model (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>) according to Fick&#x2019;s second law of diffusion in the form given by <xref ref-type="bibr" rid="B11">Boudreau (1997)</xref>:<disp-formula id="e7">
<mml:math id="m7">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi mathvariant="normal">&#x3d5;</mml:mi>
<mml:mi mathvariant="normal">C</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi mathvariant="normal">&#x3d5;</mml:mi>
<mml:mi mathvariant="normal">&#x3c9;C</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi mathvariant="normal">z</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mo>&#x2202;</mml:mo>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi mathvariant="normal">z</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3d5;</mml:mi>
<mml:mi mathvariant="normal">D</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c4;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x22c5;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi mathvariant="normal">C</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi mathvariant="normal">z</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#xb1;</mml:mo>
<mml:msup>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mtext>&#x200b;</mml:mtext>
</mml:msup>
<mml:mi mathvariant="normal">&#x3d5;</mml:mi>
<mml:mi mathvariant="normal">R</mml:mi>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>where C is the concentration of a solute (mmol/L), z is the depth in metres below seafloor (mbsf), dt is the time interval (years), and &#x3d5; is porosity. The first term on the righthand side is a downward advection term, simulating burial with the sedimentation rate &#x3c9;, whereby a steady-state compaction (d&#x3d5;/dt &#x3d; 0; &#x3d5;&#x22c5;&#x3c9; is constant) was assumed. The downward decreasing porosity was calculated as:<disp-formula id="e8">
<mml:math id="m8">
<mml:mrow>
<mml:mi mathvariant="normal">&#x3d5;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi mathvariant="normal">z</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">&#x3d5;</mml:mi>
<mml:mi mathvariant="normal">&#x221e;</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x3d5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">&#x3d5;</mml:mi>
<mml:mi mathvariant="normal">&#x221e;</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">z</mml:mi>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mi mathvariant="normal">b</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>where &#x3d5;<sub>0</sub> and &#x3d5;<sub>&#x221e;</sub> are constant porosities at sediment depth z &#x3d; 0 and &#x221e;, respectively, and b is the porosity e-folding distance (the distance over which (&#x3d5;<sub>0</sub>&#x2013;&#x3d5;<sub>&#x221e;</sub>) decreases by a factor of&#x20;e).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Flow chart representation of the basic reaction-transport and precipitation model, including feedbacks, data fitting, and output. TOC<sub>0</sub> is the initial total organic carbon content (wt%) at the time of sediment deposition. The parameters a and &#x3bd; describe the function of organic matter degradation according to <xref ref-type="bibr" rid="B13">Boudreau and Ruddick (1991)</xref>, &#x3c9; is the sedimentation rate after compaction, and b defines the compaction with depth. AOM &#x3d; anaerobic oxidation of methane.</p>
</caption>
<graphic xlink:href="feart-09-756591-g002.tif"/>
</fig>
<p>The second term on the righthand side of <xref ref-type="disp-formula" rid="e7">Eq. 7</xref> accounts for diffusion, where D is the diffusion constant (m<sup>2</sup>/s; see below). The tortuosity &#x3c4; was calculated from porosity according to <xref ref-type="bibr" rid="B11">Boudreau (1997)</xref>:<disp-formula id="e9">
<mml:math id="m9">
<mml:mrow>
<mml:msup>
<mml:mtext>&#x3c4;</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>ln</mml:mtext>
<mml:msup>
<mml:mi mathvariant="normal">&#x3d5;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
</p>
<p>The third term on the righthand side of <xref ref-type="disp-formula" rid="e7">Eq. 7</xref> represents any source or sink (or combination thereof), where R is the rate of production or consumption of the solute (mmol L<sup>&#x2212;1</sup> a<sup>&#x2212;1</sup>). For dissimilatory metabolic reactions (sulphate reduction and methanogenesis, according to <xref ref-type="disp-formula" rid="e1">Eqs 1</xref>, <xref ref-type="disp-formula" rid="e3">3</xref>), the source and sink terms are stoichiometrically related to the degradation rate of TOC. The degradation of TOC was calculated using the reactive continuum (RC) model of <xref ref-type="bibr" rid="B13">Boudreau and Ruddick (1991)</xref>:<disp-formula id="e10">
<mml:math id="m10">
<mml:mrow>
<mml:mtext>TOC</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mtext>t</mml:mtext>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mtext>TOC</mml:mtext>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mtext>a</mml:mtext>
<mml:mrow>
<mml:mtext>RC</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mtext>a</mml:mtext>
<mml:mrow>
<mml:mtext>RC</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mtext>t</mml:mtext>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mtext>&#x3bd;</mml:mtext>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>where TOC(t) is the TOC at sediment age t, TOC<sub>0</sub> is the initial TOC upon sedimentation, and a<sub>RC</sub> and &#x3bd; are fitting parameters in the reactive continuum model. The source/sink s<sub>TOC</sub> was calculated from the derivative of organic matter decay after time:<disp-formula id="e11">
<mml:math id="m11">
<mml:mrow>
<mml:msub>
<mml:mtext>s</mml:mtext>
<mml:mrow>
<mml:mtext>TOC</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2202;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>TOC&#xa0;&#x3c1;</mml:mtext>
</mml:mrow>
<mml:mtext>s</mml:mtext>
</mml:msub>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
</mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3d5;</mml:mi>
<mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mn>100</mml:mn>
<mml:msub>
<mml:mrow>
<mml:mtext>&#xa0;M</mml:mtext>
</mml:mrow>
<mml:mtext>C</mml:mtext>
</mml:msub>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi mathvariant="normal">&#x3d5;</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mo>&#x2202;</mml:mo>
<mml:mtext>t</mml:mtext>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>where &#x3c1;<sub>s</sub> is the density of the dry sediment and M<sub>C</sub> is the molecular weight of carbon. Also, TOC degradation is linked stoichiometrically to the release of ammonium via a prescribed C/N&#x20;ratio.</p>
<p>For sulphate reduction and AOM, a Monod kinetic term was applied (<xref ref-type="bibr" rid="B93">Treude et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B4">Arndt et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B5">Arndt et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B45">Knab et&#x20;al., 2008</xref>):<disp-formula id="e12">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mtext>s</mml:mtext>
<mml:mrow>
<mml:mtext>AOM</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mtext>k</mml:mtext>
<mml:mrow>
<mml:mtext>AOM</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>CH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>SO</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mtext>K</mml:mtext>
<mml:mrow>
<mml:mtext>S</mml:mtext>
<mml:mo>,</mml:mo>
<mml:mtext>AOM</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>SO</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>where K<sub>s</sub> and K<sub>AOM</sub> are the half saturation constants for sulphate reduction and AOM, respectively, and k<sub>AOM</sub> is the first-order rate constant for methane. Most sulphide produced by sulphate reduction is consumed by Fe-sulphide formation at the sulphide-iron front below the SMT. To calculate the sink of sulphide, FeS-precipitation was stoichiometrically coupled with reductive dissolution of Fe, with a Monod-term to limit reaction at very small sulphide concentrations. The rate constant was varied to fit the measured sulphide profile.</p>
<p>Due to the high pressure and low temperature at &#x3e;5,000&#xa0;m water depth, free gas phase should not reside within the porewater over the upper few hundred metres below the seafloor. However, dissolved CH<sub>4</sub> concentrations can surpass those for gas hydrate saturation. The saturation conditions were calculated according to an approach given by <xref ref-type="bibr" rid="B91">Tishchenko et&#x20;al. (2005)</xref>, based on <xref ref-type="bibr" rid="B29">Duan et&#x20;al. (1992)</xref>. Gas hydrate formation and dissociation was included in the transport model as a source/sink-term, with a rate depending on the oversaturation of dissolved CH<sub>4</sub>. Burial of the solid phase (given in mmol equivalents per litre of porewater) was calculated using the sedimentation&#x20;rate.</p>
</sec>
<sec id="s2-3">
<title>Cation Exchange on Mineral Surfaces</title>
<p>For the calculation of cation exchange on clay minerals, we assumed that adsorbed ions are in equilibrium with surrounding pore fluids. This is justified, because radiotracer experiments (<xref ref-type="bibr" rid="B73">Ockert et&#x20;al., 2014</xref>) show that Ca<sup>2&#x2b;</sup>-NH<sub>4</sub>
<sup>&#x2b;</sup> exchange occurs very rapidly, over a few hours. The conditional exchange coefficients (K<sub>Ex</sub>) were found by solving a partition function with respect to ammonium for each cation (here exemplary for Ca<sup>2&#x2b;</sup>):<disp-formula id="e13">
<mml:math id="m13">
<mml:mrow>
<mml:msub>
<mml:mtext>K</mml:mtext>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
<mml:mn>4</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>Ca</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mtext>X</mml:mtext>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
<mml:mn>4</mml:mn>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mtext>X</mml:mtext>
<mml:mrow>
<mml:mtext>Ca</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x22c5;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mtext>Ca</mml:mtext>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>NH</mml:mtext>
</mml:mrow>
<mml:mn>4</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(13)</label>
</disp-formula>and by assuming the sum of all mole fractions (X) equals to one (<xref ref-type="bibr" rid="B10">Boatman and Murray, 1982</xref>). The cation concentrations were fitted to the porewater concentrations by varying the exchange coefficients. Rates of adsorption and desorption were calculated from the depth gradients of each adsorbed ion times the burial velocity and were included as source/sink terms in the reaction-transport function.</p>
</sec>
<sec id="s2-4">
<title>Speciation and Mineral Reactions</title>
<p>Measured concentrations of dissolved ions in porewater of marine sediment generally do not account for speciation. For example, Mg concentrations determined via inductively coupled plasma atomic emission spectrometry, such as done on ODP Leg 201, inextricably include those from Mg<sup>2&#x2b;</sup>, MgCl<sup>&#x2b;</sup>, and MgSO<sub>4</sub>
<sup>(0)</sup> (e.g., <xref ref-type="bibr" rid="B43">Katz and Ben-Yaakov, 1980</xref>). For the aqueous speciation and calculation of mineral saturation states the program Phreeqc (Version 3.5.0; <xref ref-type="bibr" rid="B76">Parkhurst and Appelo, 2013</xref>) was used. The reaction-transport model was linked to the PhreeqRM module (<xref ref-type="bibr" rid="B77">Parkhurst and Wissmeier, 2015</xref>). From the initial ion concentrations (here assumed as seawater concentrations), an initial (hypothetical) solution containing up to 90 species was calculated (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). The speciation was then renewed at each time step. Charge balance during transport was maintained, using the correction factor for Coulombic effects (<xref ref-type="bibr" rid="B12">Boudreau et&#x20;al., 2004</xref>) and leaving chloride concentration variable. Charge balance also was maintained for reactions. The program determines ion activity product (IAP) and the solubility product (K<sub>SP</sub>).</p>
<p>The saturation indices (SI &#x3d; log IAP &#x2013; log K<sub>SP</sub>) of calcite, dolomite, and all silicate phases detected by XRD were calculated for <italic>in-situ</italic> temperature and pressure conditions. Rates of mineral precipitation or dissolution were calculated as k&#xb7;SI (cf. <xref ref-type="bibr" rid="B49">Lasaga, 1998</xref>; <xref ref-type="bibr" rid="B69">Morse et&#x20;al., 2007</xref>), whereby the rate constants k were assumed to exponentially decrease with depth, and the decay parameters were found by fitting the porewater profiles to measured data (<xref ref-type="sec" rid="s9">Supplementary Material</xref>). Sources and sinks of ions were calculated in stoichiometric proportion to the amounts of mineral dissolved or precipitated. Since Al in porewater is extremely depleted, it was not possible with the present model to simulate reaction rates with respect to Al species using a reasonable time step. For this reason, Al was kept constant at a meaningful concentration, i.e.,&#x20;at an intermediate concentration at which kaolinite remains always supersaturated while other silicate minerals remain undersaturated. Mineral dissolution and precipitation were then stoichiometrically coupled so that no Al was added to or removed from the solution.</p>
<p>Activity correction was calculated according to the Br&#xf8;nsted-Guggenheim-Satchard model (also known as specific ion interaction theory, SIT; <xref ref-type="bibr" rid="B15">Br&#xf8;nsted, 1921</xref>; <xref ref-type="bibr" rid="B37">Guggenheim and Turgeon, 1955</xref>), using the formalism presented by <xref ref-type="bibr" rid="B36">Grenthe and Plyasunov (1997</xref>; <xref ref-type="disp-formula" rid="e14">Eq. 14</xref>).<disp-formula id="e14">
<mml:math id="m14">
<mml:mrow>
<mml:mi>log</mml:mi>
<mml:msub>
<mml:mtext>&#x3b3;</mml:mtext>
<mml:mtext>i</mml:mtext>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>0.51</mml:mn>
<mml:mo>&#x22c5;</mml:mo>
<mml:msubsup>
<mml:mrow>
<mml:mtext>&#xa0;z</mml:mtext>
</mml:mrow>
<mml:mtext>i</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msqrt>
<mml:mtext>I</mml:mtext>
</mml:msqrt>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1.5</mml:mn>
<mml:msub>
<mml:mrow>
<mml:mtext>&#xa0;r</mml:mtext>
</mml:mrow>
<mml:mtext>i</mml:mtext>
</mml:msub>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msqrt>
<mml:mtext>I</mml:mtext>
</mml:msqrt>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mtext>k</mml:mtext>
<mml:msub>
<mml:mi mathvariant="normal">&#x3f5;</mml:mi>
<mml:mrow>
<mml:mtext>i</mml:mtext>
<mml:mo>,</mml:mo>
<mml:mtext>k</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mtext>&#xa0;c</mml:mtext>
</mml:mrow>
<mml:mtext>k</mml:mtext>
</mml:msub>
<mml:mtext>&#xa0;&#xa0;&#xa0;</mml:mtext>
</mml:mrow>
</mml:math>
<label>(14)</label>
</disp-formula>
</p>
<p>In <xref ref-type="disp-formula" rid="e14">Eq. 14</xref> the activity coefficient &#x3b3;<sub>i</sub> is calculated for ion &#x201c;i&#x201d; as a function of ionic charge z, the ion radius r, the ionic strength I of the solution, and the sum of interactions with each ion k in the solution, with the interaction coefficient &#x3f5; between ions &#x201c;i&#x201d; and &#x201c;k&#x201d; and the molar concentration&#x20;c<sub>k</sub>.</p>
</sec>
<sec id="s2-5">
<title>Parameterization and Boundary Conditions</title>
<p>The reaction-transport equation was solved using the finite differences method with an explicit-implicit scheme. The non-linear terms, including different source and sink terms, were solved explicitly. The simulations were run until a steady state was reached. All parameters, their symbols, values (or ranges), units, and references are listed in <xref ref-type="table" rid="T1">Table&#x20;1</xref>. The porewater concentration data used for fitting the model are mostly ODP Leg 201 shipboard data (<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B24">2004</xref>) supplemented with shore-based measurements of Ca, K, Mg, and Na by <xref ref-type="bibr" rid="B28">Donohue et&#x20;al. (2006)</xref>. For the initial solution, major ion concentrations of seawater (<xref ref-type="table" rid="T1">Table&#x20;1</xref>) were used, and the calculated solution was also set at the seafloor as an upper domain boundary condition. Elevated DIC concentrations may occur in deep-sea bottom water due to accumulation of CO<sub>2</sub> from aerobic respiratory production (<xref ref-type="bibr" rid="B103">Zeebe, 2007</xref>), which accordingly affects the pH of the boundary condition. The lower domain boundary was defined at 230&#xa0;mbsf, where the concentrations are assumed as constant. This stipulation is necessary because diverse species show a gradient across the lower boundary due to the influence of fluid advection along the fault at 230&#xa0;mbsf.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>List of parameters and values used for the reaction transport&#x20;model.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Parameter</th>
<th align="center">Symbol</th>
<th align="center">Value</th>
<th align="center">Unit</th>
<th align="center">Reference</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="5" align="left">
</td>
</tr>
<tr>
<td colspan="5" align="left">
<bold>
<italic>Domain and physical constraints</italic>
</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Water depth</td>
<td align="left">Zw</td>
<td align="center">5086</td>
<td align="left">m</td>
<td align="left">
<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al. (2003)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Domain size</td>
<td align="left">Z<sub>D</sub>
</td>
<td align="center">230</td>
<td align="left">m</td>
<td align="left">Pleistocene; <xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al (2003)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Depth interval</td>
<td align="left">dz</td>
<td align="center">1</td>
<td align="left">m</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">&#x2003;Time step</td>
<td align="left">dt</td>
<td align="center">100</td>
<td align="left">a</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">&#x2003;Total duration</td>
<td align="left">T</td>
<td align="center">2.3&#x2a;10<sup>6</sup>
</td>
<td align="left">a</td>
<td align="left">To reach steady state</td>
</tr>
<tr>
<td align="left">&#x2003;Salinity</td>
<td align="left">S</td>
<td align="center">35</td>
<td align="left">&#x2030;</td>
<td align="left">Sea water</td>
</tr>
<tr>
<td align="left">&#x2003;T-gradient</td>
<td align="left">T<sub>grad</sub>
</td>
<td align="center">0.0343</td>
<td align="left">&#xb0;C/m</td>
<td align="left">
<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al. (2003)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Bottom seawater temperature</td>
<td align="left">BST</td>
<td align="center">2</td>
<td align="left">&#xb0;C</td>
<td align="left">
<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al. (2003)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Density</td>
<td align="left">D<sub>sw</sub>
</td>
<td align="center">1029</td>
<td align="left">kg/m<sup>3</sup>
</td>
<td align="left">Sea water</td>
</tr>
<tr>
<td align="left">&#x2003;Initial porosity</td>
<td align="left">&#x3a6;<sub>0</sub>
</td>
<td align="center">0.78</td>
<td align="left">&#x2014;</td>
<td align="left">Fitted to data; <xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al. (2003)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Porosity at infinity</td>
<td align="left">&#x3a6;</td>
<td align="center">0.63</td>
<td align="left">&#x2014;</td>
<td align="left">Fitted to data; <xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al. (2003)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Porosity decay constant</td>
<td align="left">b</td>
<td align="center">60</td>
<td align="left">&#x2014;</td>
<td align="left">Fitted to data; <xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al. (2003)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Sedimentation rate at infinity</td>
<td align="left">&#x3c9;</td>
<td align="center">0.1</td>
<td align="left">m/ka</td>
<td align="left">Min. for TOC Degradation</td>
</tr>
<tr>
<td colspan="5" align="left">
</td>
</tr>
<tr>
<td colspan="5" align="left">
<bold>
<italic>TOC degradation</italic>
</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Initial TOC (during sedimentation)</td>
<td align="left">TOC<sub>0</sub>
</td>
<td align="center">3.5</td>
<td align="left">wt%</td>
<td align="left">Based on data fitting</td>
</tr>
<tr>
<td align="left">&#x2003;Grain density of sediment</td>
<td align="left">&#x03C1;<sub>s</sub>
</td>
<td align="center">2.45&#x2a;10<sup>3</sup>
</td>
<td align="left">kg/L</td>
<td align="left">Average based on data <xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al. (2003)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Initial age of organic matter</td>
<td align="left">a<sub>RC</sub>
</td>
<td align="center">25000</td>
<td align="left">a</td>
<td align="left">
<xref ref-type="bibr" rid="B13">Boudreau and Ruddick (1991)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;RC-parameter</td>
<td align="left">&#x03bd;</td>
<td align="center">0.33</td>
<td align="left">a</td>
<td align="left">
<xref ref-type="bibr" rid="B13">Boudreau and Ruddick (1991)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;C/N-ratio</td>
<td align="left">r</td>
<td align="center">9.85</td>
<td align="left">&#x2014;</td>
<td align="left">Fitted to data; <xref ref-type="bibr" rid="B80">Prokopenko et al. (2006)</xref>
</td>
</tr>
<tr>
<td colspan="5" align="left">
</td>
</tr>
<tr>
<td colspan="5" align="left">
<bold>
<italic>Kinetic constants for metamolic and mineral reactions</italic>
</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Half saturation constant for sulphate reduction</td>
<td align="left">K<sub>s</sub>
</td>
<td align="center">1</td>
<td align="left">mM</td>
<td align="left">Amdt et&#x20;al. (2006)</td>
</tr>
<tr>
<td align="left">&#x2003;For high-affinity sulphate reduction</td>
<td align="left">K<sub>s</sub>&#x2019;</td>
<td align="center">2.6&#x2a;10<sup>&#x2212;3</sup>
</td>
<td align="left">mM</td>
<td align="left">
<xref ref-type="bibr" rid="B89">Tarpgaard et&#x20;al. (2011)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;For AOM</td>
<td align="left">K<sub>s</sub>, <sub>AOM</sub>
</td>
<td align="center">1</td>
<td align="left">mM</td>
<td align="left">
<xref ref-type="bibr" rid="B72">Nauhaus et&#x20;al. (1995)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;First order rate constant for AOM</td>
<td align="left">k<sub>AOM</sub>
</td>
<td align="center">8&#x2a;10<sup>&#x2212;3</sup>
</td>
<td align="left">a<sup>&#x2212;1</sup>
</td>
<td align="left">Fitted to porewater date</td>
</tr>
<tr>
<td align="left">&#x2003;Cation exchange capacity</td>
<td align="left">CEC</td>
<td align="center">100</td>
<td align="left">(meq/100&#xa0;g)</td>
<td align="left">typical for smectite; <xref ref-type="bibr" rid="B73">Ockert et&#x20;al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">&#x2003;Weight fraction of exchange in solid phase</td>
<td align="left">EX</td>
<td align="center">0.2</td>
<td align="left">&#x2014;</td>
<td align="left">Estimate from XRD</td>
</tr>
<tr>
<td align="left">&#x2003;Rate constant for calcite precipitation</td>
<td align="left">k<sub>cal</sub>
</td>
<td align="center">0</td>
<td align="left">mmol/(L&#x2a;a)</td>
<td align="left">Based on diagenetic dolomite</td>
</tr>
<tr>
<td align="left">&#x2003;Rate constant for dolomite precipitation</td>
<td align="left">k<sub>dol</sub>
</td>
<td align="center">0.0005</td>
<td align="left">mmol/(L&#x2a;a)</td>
<td align="left">Based on diagenetic dolomite precipitation above SI &#x3d; 1</td>
</tr>
<tr>
<td align="left">&#x2003;Rate constant for chlorite precipitation</td>
<td align="left">k<sub>chl</sub>
</td>
<td align="center">0</td>
<td align="left">mmol/(L&#x2a;a)</td>
<td align="left">Fitted to pore water chemistry only disolution above 100 mbsf</td>
</tr>
<tr>
<td align="left">&#x2003;Rate constant for K-vermiculite precipitation</td>
<td align="left">k<sub>verm</sub>
</td>
<td align="center">0.00005</td>
<td align="left">mmol/(L&#x2a;a)</td>
<td align="left">Fitted to pore water chemistry only disolution above 100 mbsf</td>
</tr>
<tr>
<td colspan="5" align="left">&#x2003;Rate constant for smectite, illite, K-feldspar and albite were assumed as zero as these minerals are near to saturated</td>
</tr>
<tr>
<td align="left">&#x2003;Rate constant for kaolinite precipitation</td>
<td align="left">k<sub>kao</sub>
</td>
<td align="center">Linked to AI</td>
<td align="left">mmol/(L&#x2a;a)</td>
<td align="left">Where supersaturated only precipitation</td>
</tr>
<tr>
<td align="left">&#x2003;Rate constant for cristobalite precipitation</td>
<td align="left">k<sub>op</sub>
</td>
<td align="center">0.01</td>
<td align="left">mmol/(L&#x2a;a)</td>
<td align="left">Fitted to pore water chemistry disolution and Precipitation</td>
</tr>
<tr>
<td colspan="5" align="left">
</td>
</tr>
<tr>
<td colspan="5" align="left">
<bold>
<italic>Boundary Conditions</italic>
</bold>
</td>
</tr>
<tr>
<td colspan="5" align="left">
<italic>Upper BC&#x2a;</italic>
</td>
</tr>
<tr>
<td align="left">&#x2003;Alkalinity</td>
<td align="left">Conc.</td>
<td align="center">2.3</td>
<td align="left">mmol/L</td>
<td align="left">Sea water concentration</td>
</tr>
<tr>
<td align="left">&#x2003;C(4)</td>
<td align="left">Conc.</td>
<td align="center">2.4</td>
<td align="left">mmol/L</td>
<td align="left">Sea water concentration</td>
</tr>
<tr>
<td align="left">&#x2003;C(&#x2212;4)</td>
<td align="left">Conc.</td>
<td align="center">0</td>
<td align="left">mmol/L</td>
<td align="left">Sea water concentration</td>
</tr>
<tr>
<td align="left">&#x2003;N(&#x2212;3)</td>
<td align="left">Conc.</td>
<td align="center">1</td>
<td align="left">mmol/L</td>
<td align="left">Sea water concentration</td>
</tr>
<tr>
<td align="left">&#x2003;Ca</td>
<td align="left">Conc.</td>
<td align="center">10.3</td>
<td align="left">mmol/L</td>
<td align="left">Sea water concentration</td>
</tr>
<tr>
<td align="left">&#x2003;Mg</td>
<td align="left">Conc.</td>
<td align="center">52</td>
<td align="left">mmol/L</td>
<td align="left">Sea water concentration</td>
</tr>
<tr>
<td align="left">&#x2003;Na</td>
<td align="left">Conc.</td>
<td align="center">470</td>
<td align="left">mmol/L</td>
<td align="left">Sea water concentration</td>
</tr>
<tr>
<td align="left">&#x2003;K</td>
<td align="left">Conc.</td>
<td align="center">10.2</td>
<td align="left">mmol/L</td>
<td align="left">Sea water concentration</td>
</tr>
<tr>
<td align="left">&#x2003;Cl</td>
<td align="left">Conc.</td>
<td align="center">550</td>
<td align="left">mmol/L</td>
<td align="left">Sea water concentration</td>
</tr>
<tr>
<td align="left">&#x2003;S(6)</td>
<td align="left">Conc.</td>
<td align="center">28</td>
<td align="left">mmol/L</td>
<td align="left">Sea water concentration</td>
</tr>
<tr>
<td align="left">&#x2003;S(&#x2212;2)</td>
<td align="left">Conc.</td>
<td align="center">0.0001</td>
<td align="left">mmol/L</td>
<td align="left">Sea water concentration</td>
</tr>
<tr>
<td align="left">&#x2003;Si</td>
<td align="left">Conc.</td>
<td align="center">0.1</td>
<td align="left">mmol/L</td>
<td align="left">Sea water concentration</td>
</tr>
<tr>
<td align="left">&#x2003;Al</td>
<td align="left">Conc.</td>
<td align="center">0.0000005</td>
<td align="left">mmol/L</td>
<td align="left">Sea water concentration</td>
</tr>
<tr>
<td colspan="5" align="left">&#x2a;also used as initial conditions</td>
</tr>
<tr>
<td colspan="5" align="left">
<italic>Lower BC</italic>
</td>
</tr>
<tr>
<td align="left">&#x2003;Alkalinity</td>
<td align="left">Conc.</td>
<td align="center">100</td>
<td align="left">mmol/L</td>
<td align="left">Fitted to porewater data</td>
</tr>
<tr>
<td align="left">&#x2003;C(4)</td>
<td align="left">Conc.</td>
<td align="center">180</td>
<td align="left">mmol/L</td>
<td align="left">Fitted to porewater data</td>
</tr>
<tr>
<td align="left">&#x2003;C(&#x2212;4)</td>
<td align="left">Conc.</td>
<td align="center">Ghsol</td>
<td align="left">mmol/L</td>
<td align="left">Gas hydrated solubility</td>
</tr>
<tr>
<td align="left">&#x2003;N(&#x2212;3)</td>
<td align="left">Conc.</td>
<td align="center">3.2</td>
<td align="left">mmol/L</td>
<td align="left">Fitted to porewater data</td>
</tr>
<tr>
<td align="left">&#x2003;Ca</td>
<td align="left">Conc.</td>
<td align="center">10.3</td>
<td align="left">mmol/L</td>
<td align="left">Fitted to porewater data</td>
</tr>
<tr>
<td align="left">&#x2003;Mg</td>
<td align="left">Conc.</td>
<td align="center">44</td>
<td align="left">mmol/L</td>
<td align="left">Fitted to porewater data</td>
</tr>
<tr>
<td align="left">&#x2003;Na</td>
<td align="left">Conc.</td>
<td align="center">450</td>
<td align="left">mmol/L</td>
<td align="left">Fitted to porewater data</td>
</tr>
<tr>
<td align="left">&#x2003;K</td>
<td align="left">Conc.</td>
<td align="center">14</td>
<td align="left">mmol/L</td>
<td align="left">Fitted to porewater data</td>
</tr>
<tr>
<td align="left">&#x2003;Cl</td>
<td align="left">Conc.</td>
<td align="center">520</td>
<td align="left">mmol/L</td>
<td align="left">Fitted to porewater data</td>
</tr>
<tr>
<td align="left">&#x2003;S(6)</td>
<td align="left">Conc.</td>
<td align="center">0</td>
<td align="left">mmol/L</td>
<td align="left">Fitted to porewater data</td>
</tr>
<tr>
<td align="left">&#x2003;S(&#x2212;2)</td>
<td align="left">Conc.</td>
<td align="center">0.0001</td>
<td align="left">mmol/L</td>
<td align="left">Fitted to porewater data</td>
</tr>
<tr>
<td align="left">&#x2003;Si</td>
<td align="left">Conc.</td>
<td align="center">0.95</td>
<td align="left">mmol/L</td>
<td align="left">Saturation concentration at P/T conditions</td>
</tr>
<tr>
<td align="left">&#x2003;Al</td>
<td align="left">Conc.</td>
<td align="center">0.0000005</td>
<td align="left">mmol/L</td>
<td align="left">Conc. to keep kaolinite supersaturated</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>A minimal long-term sedimentation rate of 0.1&#xa0;m/ka was assumed based on the thickness of the Pleistocene-Holocene interval of 230&#xa0;m according to the Leg 112 age model (<xref ref-type="bibr" rid="B87">Suess, 1988</xref>). The porosity function was fitted to the measured porosity data. Diffusion coefficients were calculated for P, T, and salinity at each depth, using the functions and constants given in <xref ref-type="bibr" rid="B11">Boudreau (1997)</xref>. No temperature and pressure derivatives of the diffusion coefficients were considered, since these effects were determined to be negligible.</p>
<p>We used the rate constants of AOM given in <xref ref-type="bibr" rid="B4">Arndt et&#x20;al. (2006)</xref> and references therein and the half-saturation constant for organoclastic sulphate reduction as reported by <xref ref-type="bibr" rid="B89">Tarpgaard et&#x20;al. (2017)</xref>. Initial TOC content and parameters <italic>a</italic> and &#x3bd; were found by fitting the concentration profiles of metabolites, such as sulphate and ammonium to the measured data and by fitting the SMT to 9&#xa0;mbsf (<xref ref-type="sec" rid="s9">Supplementary Material</xref>). In particular, varying <italic>a</italic> and &#x3bd; also affects the curvature of the sulphate profile (<xref ref-type="bibr" rid="B58">Meister et&#x20;al., 2013</xref>). Production of NH<sub>4</sub>
<sup>&#x2b;</sup> was stoichiometrically linked to the rate of TOC-degradation, assuming a C/N ratio of 9 (<xref ref-type="bibr" rid="B80">Prokopenko et&#x20;al., 2006</xref>; also consistent with ratios given in; <xref ref-type="bibr" rid="B16">Burdige and Komada, 2013</xref>).</p>
<p>Cation concentrations were fitted to the measured porewater data by varying the adsorption constants, using a CEC of 100 meq/100&#xa0;g based on <xref ref-type="bibr" rid="B73">Ockert et&#x20;al. (2014)</xref>. The conditional exchange coefficients only control the relative proportions in which the ions are adsorbed or desorbed, and they were adjusted to fit the data. Downward decreasing dissolution rate constants for individual clay minerals were found by fitting the data (<xref ref-type="sec" rid="s9">Supplementary Material</xref>), while the precipitation of kaolinite was linked via the transfer of aluminium (see discussion for details).</p>
<p>For speciation and calculation of saturation states we used the parameters in the database for the specific ion interaction theory, given in the Phreeqc package (sit.dat database). The minerals were selected from the database according to the mineral assemblage detected by XRD and according to their stoichiometric composition commonly observed in marine sediments (e.g., <xref ref-type="bibr" rid="B51">Marinoni et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B74">Park et&#x20;al., 2019</xref>; <xref ref-type="table" rid="T2">Table&#x20;2</xref>). For thermodynamic calculations <italic>in-situ</italic> pressure and temperature at each depth were used, with a linear temperature gradient between the mudline-temperature of 1.7 and 11.2&#xb0;C at 278&#xa0;mbsf at Site 1230 (<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al., 2003</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>List of minerals and their stoichiometric compositions selected from the sit.dat database.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Mineral name (in database)</th>
<th align="center">Stoichiometry</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Albite-low</td>
<td align="left">Na Al Si<sub>3</sub> O<sub>8</sub>
</td>
</tr>
<tr>
<td align="left">Calcite</td>
<td align="left">Ca CO<sub>3</sub>
</td>
</tr>
<tr>
<td align="left">Clinochlore</td>
<td align="left">Mg<sub>5</sub> Al<sub>2</sub> Si<sub>3</sub> O<sub>10</sub> (OH)<sub>8</sub>
</td>
</tr>
<tr>
<td align="left">Cristobalite</td>
<td align="left">Si O<sub>2</sub>
</td>
</tr>
<tr>
<td align="left">Dolomite</td>
<td align="left">Ca Mg (CO<sub>3</sub>)<sub>2</sub>
</td>
</tr>
<tr>
<td align="left">Illite-Mg</td>
<td align="left">K<sub>0.85</sub> Mg<sub>0.25</sub> Al<sub>2.35</sub> Si<sub>3.4</sub> O<sub>10</sub> (OH)<sub>2</sub>
</td>
</tr>
<tr>
<td align="left">Kaolinite</td>
<td align="left">Al<sub>2</sub> (Si<sub>2</sub> O<sub>5</sub>) (OH)<sub>4</sub>
</td>
</tr>
<tr>
<td align="left">Microcline</td>
<td align="left">K Al Si<sub>3</sub> O<sub>8</sub>
</td>
</tr>
<tr>
<td align="left">Montmorillonite-BCMg</td>
<td align="left">Mg<sub>0.17</sub> Mg<sub>0.34</sub> Al<sub>1.66</sub> Si<sub>4</sub> O<sub>10</sub> (OH)<sub>2</sub>
</td>
</tr>
<tr>
<td align="left">Vermiculite-K</td>
<td align="left">K<sub>0.86</sub> Mg<sub>3</sub> Si<sub>3.14</sub> Al<sub>0.86</sub> O<sub>10</sub> (OH)<sub>2</sub>
</td>
</tr>
<tr>
<td align="left">Vermiculite-Mg</td>
<td align="left">Mg<sub>0.43</sub> Mg<sub>3</sub> Si<sub>3.14</sub> Al<sub>0.86</sub> O<sub>10</sub> (OH)<sub>2</sub>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s2-6">
<title>Analytical Results</title>
<sec id="s2-6-1">
<title>Bulk Mineralogy</title>
<p>Bulk XRD-analyses (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>) show quartz (peak at 3.34&#xa0;&#xc5;; 26.67&#xb0; 2&#x3b8;) as the most abundant phase. The second most abundant phase is feldspar, whereby albite/anorthite (3.19&#xa0;&#xc5;; 27.92&#xb0; 2&#x3b8;) is more abundant than K-feldspar (3.24&#xa0;&#xc5;, 27.53&#xb0; 2&#x3b8;) in all samples. Small amounts of mica or illite (peak-positions at 10&#xa0;&#xc5;, 8.83&#xb0; 2&#x3b8;) are present in all samples. Calcite is detected in the samples from 6&#xa0;mbsf and 57 to 144&#xa0;mbsf. Two separate carbonate phases, a low-Mg calcite at 3.03&#xa0;&#xc5; (29.4&#xb0; 2&#x3b8;) and a Mg calcite at 3.02&#xa0;&#xc5; (29.5&#xb0; 2&#x3b8;), occur. A halite (NaCl) peak at 2.82&#xa0;&#xc5; (31.7&#xb0; 2&#x3b8;) is usually present as the samples were not washed before analysis.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>X-ray pattern of analysed sediment samples from ODP Site 1230. <bold>(A)</bold> Bulk sediment showing quartz (Qtz), feldspar (Fsp), mica, and calcite (Cal). The spectra are arranged in the sequence as they occur through the drilled core. Halite and gypsum (Gy) usually form due to evaporation during sample storage. <bold>(B)</bold> X-ray patterns of Mg-glycerol saturated clay fractions, arranged in the same sequence as they occur through the drilled core. The spectra were interpreted to indicate smectite (Sm), vermiculite (Verm), chlorite (Chl), kaolinite (Kao), and illite, based on comparison of spectra from the fractions treated with Mg-ions, K-saturated fractions treated with ethylene glycol, and fractions heated to 550&#xb0;C (shown for sample 21.8&#xa0;mbsf; <xref ref-type="sec" rid="s9">Supplementary Material</xref>).</p>
</caption>
<graphic xlink:href="feart-09-756591-g003.tif"/>
</fig>
</sec>
<sec id="s2-7">
<title>Clay Mineral Analysis</title>
<p>All analysed samples contain different amounts of smectite, vermiculite, chlorite, kaolinite, and illite (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>). Additionally, the clay fractions contain small amounts of quartz, feldspar, and calcite (only in one sample at 70.3&#xa0;mbsf). Here, the identification of the clay minerals is explained for the sample from 21.8&#xa0;mbsf (<xref ref-type="sec" rid="s9">Supplementary Figure S2</xref>). Smectite was identified by a broad peak at 14.1&#xa0;&#xc5; (6.3&#xb0; 2&#x3b8;) with Mg saturation which shifted to 11.8&#xa0;&#xc5; (7.5&#xb0; 2&#x3b8;) with K saturation and collapsed to 9.9&#xa0;&#xc5; (8.9&#xb0; 2&#x3b8;) after heating to 550&#xb0;C. Saturation of the K-sample with ethylene glycol expanded smectite again to 16.8&#xa0;&#xc5; (5.3&#xb0; 2&#x3b8;), the Mg-sample with glycerol to 18&#xa0;&#xc5; (4.9&#xb0; 2&#x3b8;). Chlorite was identified by the peaks at 14.1, 7.07, 4.7 and 3.53&#xa0;&#xc5; (6.3&#xb0;, 12.5&#xb0;, 18.8&#xb0;, and 25.1&#xb0; 2&#x3b8;), which did not change position during treatments. Illite peaks at 9.9, 4.97&#xa0;&#xc5;, and 3.33&#xa0;&#xc5; (8.9&#xb0;, 17.8&#xb0;, and 26.7&#xb0; 2&#x3b8;) also kept their positions. Kaolinite peaks at 7.13&#xa0;&#xc5; and 3.57&#xa0;&#xc5; (12.4&#xb0; and 24.9&#xb0; 2&#x3b8;) disappeared after heating to 550&#xb0;C. Mg-saturated vermiculite was recognized based on a strong peak at 14&#xa0;&#xc5; (6.3&#xb0; 2&#x3b8;), which shifted to 10&#xa0;&#xc5; (8.83&#xb0; 2&#x3b8;) with K saturation, while saturation with Mg and glycerol (MgGly) did not change the 14&#xa0;&#xc5; peak position (only present in traces in the sample from 21.8&#xa0;mbsf, but more abundant in the other samples).</p>
<p>Looking at a depth plot of the Mg &#x2b; glycerol saturated clay fractions (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>), it is obvious that only the uppermost two samples contain large amounts of smectite (18&#xa0;&#xc5;, 4.9&#xb0; 2&#x3b8;). The deeper samples show only small smectite peaks, but additionally contain another expandable clay mineral, vermiculite (14&#xa0;&#xc5;, 6.3&#xb0; 2&#x3b8;). Illite, chlorite, and kaolinite are present in samples of all depths.</p>
</sec>
</sec>
<sec id="s2-8">
<title>Model Results and Discussion</title>
<sec id="s2-8-1">
<title>Biogeochemical Reactions and Effects on Alkalinity</title>
<p>The basic parameters used for the geochemical simulation, temperature, pressure, sedimentation rate, porosity, TOC content, and C/N ratio were fitted as good as possible to the measured data (<xref ref-type="fig" rid="F4">Figures 4A&#x2013;D</xref>; <xref ref-type="sec" rid="s9">Supplementary Figure S3</xref>). Modelled porewater profiles, shown in <xref ref-type="fig" rid="F5">Figure&#x20;5</xref>, reach a steady state after &#x3c;1&#xa0;Ma, even though 2.3&#xa0;Ma are needed for burial of the gas hydrates below 230&#xa0;m at a sedimentation rate of 0.1&#xa0;m/ka. Therefore, the time needed to reach a steady state is well within the time frame of deposition of the Pleistocene interval, throughout which the sediment composition does not fundamentally change. The geochemistry within the underlying Miocene interval is decoupled by fluid flow along the d&#xe9;collement, essentially setting the boundary conditions for the Pleistocene evolution of the porewater profiles.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Sediment properties and organic matter content vs. depth at ODP Site 1230: <bold>(A)</bold> porewater temperature and hydrostatic pressure; <bold>(B)</bold> sediment age and porosity (data from <xref ref-type="bibr" rid="B25">D&#x2019;Hondt et al., 2003</xref>); <bold>(C)</bold> total organic carbon content (data from <xref ref-type="bibr" rid="B106">Meister et al., 2005</xref>); <bold>(D)</bold> measured C/N ratios from Site 1230 (<xref ref-type="bibr" rid="B80">Prokopenko et&#x20;al., 2006</xref>). The solid lines indicate the values assumed for the&#x20;model.</p>
</caption>
<graphic xlink:href="feart-09-756591-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Measured (solid symbols) and simulated porewater concentration profiles (lines) vs. depth: <bold>(A)</bold> sulphate and methane; <bold>(B)</bold> ammonium; <bold>(C)</bold> inorganic carbon species; <bold>(D)</bold> pH (dashed line: after equilibration with headspace); <bold>(E)</bold> dissolved inorganic carbon and total alkalinity; <bold>(F)</bold> Ca and Mg; <bold>(G)</bold> K, Na, and Cl; and <bold>(H)</bold> total Si. All concentrations are reported in mmol/L. Dotted lines: simulation including microbial reactions; solid lines: simulation including microbial and mineral reactions. Measured data are from <xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al. (2003)</xref> and <xref ref-type="bibr" rid="B28">Donohue et&#x20;al. (2006)</xref>.</p>
</caption>
<graphic xlink:href="feart-09-756591-g005.tif"/>
</fig>
<p>The measured sulphate profile is well reproduced by the model (<xref ref-type="fig" rid="F5">Figure&#x20;5A</xref>), with an SMT at 9&#xa0;mbsf. However, the rather linear gradient of the measured sulphate profile is difficult to reconcile with sulphate reduction rates of more than 1,000 pmol/cm<sup>3</sup>d typically measured near the surface using radiotracer experiments (e.g., <xref ref-type="bibr" rid="B75">Parkes et&#x20;al., 2005</xref>), which are about three orders of magnitude higher than the ones used in the present simulation (cf. also several magnitudes lower values modelled by <xref ref-type="bibr" rid="B99">Wang et&#x20;al., 2008</xref>). Such high rates of organoclastic sulphate reduction should result in a more curved sulphate profile (<xref ref-type="bibr" rid="B58">Meister et&#x20;al., 2013</xref>) and a lower contribution of methanogenic activity. Our simulation clearly shows that, assuming a C/N ratio of 9.85 and a TOC<sub>0</sub> of 3.5&#xa0;wt% and the organic carbon degradation parameters <italic>a</italic>&#x20;&#x3d; 25,000 a and &#x3bd; &#x3d; 0.33, not only the solid phase parameters, but also the distribution of sulphate and methane could be well reproduced (<xref ref-type="sec" rid="s9">Supplementary Figure S3</xref>). Methane falls within the range of concentrations determined with the argon method (<xref ref-type="bibr" rid="B86">Spivack et&#x20;al., 2006</xref>) down to a depth of 60&#xa0;mbsf (<xref ref-type="fig" rid="F5">Figure&#x20;5A</xref>), where gas hydrate saturation is reached. Below this depth, a large scatter in the methane data probably reflects a heterogeneous distribution of gas hydrates, which contrasts with the simulation showing gas hydrate contents increasing continuously with burial and microbial production of methane. Besides sulphate and methane, ammonium concentration provides a reliable indicator for dissimilatory microbial activity (<xref ref-type="bibr" rid="B48">Heini et&#x20;al., 2015</xref>), and the ammonium profile is well reproduced by the model in consistency with the measured C/N ratios (<xref ref-type="fig" rid="F5">Figure&#x20;5B</xref>). It is important to notice that the ammonium curve strongly depends on the parameters used for the organic carbon degradation function. Generally, a more reactive organic matter pool, with a smaller value for &#x201c;a&#x201d;, leads to a steeper increase of ammonium in the upper part and a lower increase in the lower part of the profile. Hence, ammonium distribution can be used as a further constraint to fine-tune the organic matter degradation function.</p>
<p>As a result of the constrained metabolic activity, bicarbonate shows a steep increase above the SMT, while dissolved CO<sub>2</sub> reaches its highest concentrations only below 100&#xa0;mbsf (<xref ref-type="fig" rid="F5">Figure&#x20;5C</xref>). The high CO<sub>2</sub> concentrations relate to the pH drop to about 6 in the methanogenic zone (short-dashed line in <xref ref-type="fig" rid="F5">Figure&#x20;5D</xref>). The simulated DIC increases with depth to more than 250&#xa0;mmol/L around 150&#xa0;mbsf (<xref ref-type="fig" rid="F5">Figure&#x20;5E</xref>), which is considerably larger than measured data, which reach only ca. 150&#xa0;mmol/L. This is expected, since a significant portion of DIC was probably lost during core recovery. <italic>In-situ</italic> loss of CO<sub>2</sub> (e.g., <xref ref-type="bibr" rid="B78">Paull et&#x20;al., 1996</xref>) due to partitioning of CO<sub>2</sub> into escaping methane gas bubbles can be excluded, as no gas phase is present at the high pressure at 5,000&#xa0;m water depth. Sampling loss of CO<sub>2</sub> would also explain the offset of the simulated pH from the measured pH. Indeed, the measured pH could be largely restored by re-equilibrating the simulated porewater solutions with 2&#xa0;L of headspace per litre of porewater at atmospheric pressure (dashed lines in <xref ref-type="fig" rid="F5">Figures 5D,E</xref>). This means that CO<sub>2</sub> escape would have mainly occurred by equilibration with a closed headspace during core recovery or sample storage (in the core liner or in a sample container), whereas an equilibration with the open atmosphere did not&#x20;occur.</p>
<p>The top 10&#xa0;mbsf are characterized by a strong increase in porewater alkalinity, which is largely the result of sulphate reduction and AOM. However, below the SMT (&#x223c;9&#xa0;mbsf) methanogenesis would only cause a small increase in alkalinity, due to the release of ammonium. Phosphate concentrations only reach up to 0.5&#xa0;mmol/L (<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al., 2003</xref>), so that the effect on alkalinity would be small. Assuming microbial activity alone, alkalinity only reaches &#x223c;100&#xa0;mmol/L between 100 and 150&#xa0;mbsf (<xref ref-type="fig" rid="F5">Figure&#x20;5E</xref>, dotted line), which is lower than in the measured profile. Thus, the model scenario that includes microbial activity without ion exchange or mineral reactions reproduces the concentration profiles of the main metabolites relatively well, but it cannot explain the concentrations of some of the cations (mainly Mg<sup>2&#x2b;</sup> and K<sup>&#x2b;</sup>) and the full extent of alkalinity in the porewater.</p>
</sec>
<sec id="s2-9">
<title>Mineral Reactions and Their Effect on Porewater Chemistry</title>
<p>In the microbial activity scenario discussed above several conservative ions that count towards total alkalinity are not reproduced correctly (<xref ref-type="fig" rid="F5">Figures 5F,G</xref>; dotted lines). Most prominently, the increase in Mg<sup>2&#x2b;</sup> significantly contributes to total alkalinity (TA<sub>ec</sub>). The increase in Mg<sup>2&#x2b;</sup> may be a result of release in exchange for NH<sub>4</sub>
<sup>&#x2b;</sup> (<xref ref-type="bibr" rid="B96">Von Breymann et&#x20;al., 1990</xref>). It is well known that especially smectites have a high ion exchange capacity due to their large surface area and also due to their ability to expand (e.g., <xref ref-type="bibr" rid="B10">Boatman and Murray, 1982</xref>). Therefore, we tested the effect of ion exchange, assuming a relatively high CEC of 100&#xa0;meq/100&#xa0;mg, which is typical for smectites (<xref ref-type="bibr" rid="B73">Ockert et&#x20;al., 2014</xref>), and an extremely high content of exchanger of 50% in the sediment (approx. 10% smectite occurs in the uppermost two samples), however this did not show any significant effect on major cations Ca<sup>2&#x2b;</sup>, Mg<sup>2&#x2b;</sup>, Na<sup>&#x2b;</sup>, K<sup>&#x2b;</sup>, and NH<sub>4</sub>
<sup>&#x2b;</sup> in the porewater. This may seem surprising, because such a high content of an exchanger provides an ion exchange capacity on the order of hundreds of meq per liter of porewater solution. However, the minimal effect can be explained by the low sedimentation rate of 0.1&#xa0;m/ka resulting in a very slow exchange of ions. Therefore, another explanation must be found for the discrepancy in simulated and measured alkalinity and conservative ion concentrations.</p>
<p>The alternative effect that could modify the ion content of the porewater would be recrystallization (<xref ref-type="bibr" rid="B97">Wallmann et&#x20;al., 2008</xref>, and further references above). Unlike during ion exchange, the minerals are structurally decomposed and/or modified during this process, as commonly observed during the degradation of sheet silicates by weathering. Under diffusion-limited conditions in sediments and with a high rock/water ratio, concentrations would increase upon dissolution of some minerals until equilibrium is reached. If several different mineral phases are present, as in the modelled case, some minerals dissolve, others precipitate, allowing for larger mass transfer to occur (e.g., <xref ref-type="bibr" rid="B65">Michalopoulos and Aller, 1995</xref>). Effectively, the water acts as a medium, and mineral reactions are driven by the thermodynamic stabilities of the minerals under prevailing P/T conditions.</p>
<p>Analysed samples contain various amounts of vermiculite, chlorite, illite, smectite, and kaolinite, but there is no significant change in the peak pattern with depth indicative of ongoing phyllosilicate alteration. Also, the depletion of smectite below 70&#xa0;mbsf must result from changing sedimentation, because smectite remains supersaturated and would rather form than dissolve throughout the profile. The coexistence of more phases than allowed by the Gibbs phase rule is indicated by the results from XRD (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>), so that equilibrium of the solution with all mineral phases cannot be reached. Instead, they are probably limited by reaction kinetics.</p>
<p>The model results show that increasing acidification leads to a minor decrease in the saturation indices of the silicate phases k-feldspar, albite, smectite, and illite, (<xref ref-type="fig" rid="F6">Figures 6A,B</xref>), while they remain supersaturated at the SMT. In contrast, vermiculite and chlorite are strongly undersaturated below the SMT (<xref ref-type="fig" rid="F6">Figure&#x20;6C</xref>). Porewater (<xref ref-type="fig" rid="F6">Figure&#x20;6D</xref>) is most supersaturated with respect to kaolinite throughout the section and only slightly undersaturated at the sediment-water interface. Even if the simulated saturation indices are somewhat arbitrary, because the Al concentrations in porewater are assumed, the response to pH and ionic compositions seems reasonable. In particular, the suggested dissolution and precipitation reactions based on the saturation states correspond to known mineral alteration reactions: vermiculite and chlorite commonly weather to illite, and illite weathers to smectite (<xref ref-type="bibr" rid="B18">Chamley, 1989</xref>). According to the classical Goldich series, silicate-rich minerals are more resistant to chemical weathering at low temperature (<xref ref-type="bibr" rid="B35">Goldich, 1938</xref>; <xref ref-type="bibr" rid="B46">Kowalewski and Rimstidt, 2003</xref>). Most insoluble are Al<sub>2</sub>O<sub>3</sub> octahedra, and accordingly the solubility decreases with increasing Al-content (<xref ref-type="bibr" rid="B18">Chamley, 1989</xref>). Saturation states in <xref ref-type="fig" rid="F6">Figure&#x20;6</xref> are consistent with this rule, showing Al-poor minerals chlorite and vermiculite to be more undersaturated and more susceptible to acidification of porewater. In contrast, Al-rich minerals, feldspar and kaolinite are supersaturated. Kaolinite precipitation is then limited by Al available from the dissolving clay minerals. As a result of alteration of Al-poor to Al-rich minerals, alkali and Earth alkali metal ions are preferentially released to the solution, along with some silica. During dissolution and precipitation, charge balance is maintained as the cations dissolve from the silicates in oxide form and the oxide is readily protonated upon dissolution, yielding free ions and H<sub>2</sub>O (<xref ref-type="disp-formula" rid="e6">Eq. 6</xref>), hence, contributing to the excess of conservative cations and increasing&#x20;TA<sub>ec</sub>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Saturation indices (SI) of silicate minerals <bold>(A)</bold> albite and K-feldspar, <bold>(B)</bold> illite and smectite, <bold>(C)</bold> vermiculite and chlorite, <bold>(D)</bold> kaolinite and cristobalite, and <bold>(E)</bold> calcite and dolomite.</p>
</caption>
<graphic xlink:href="feart-09-756591-g006.tif"/>
</fig>
<p>By allowing the undersaturated silicates to dissolve and supersaturated silicates to precipitate, while adjusting the kinetic constants of different mineral phases, it was possible to improve the fit of porewater profiles to the measured data, in particular the increase of Mg<sup>2&#x2b;</sup> and K<sup>&#x2b;</sup> (<xref ref-type="fig" rid="F5">Figures 5F,G</xref>; solid lines). It was found that the simulated porewater profiles best fit to the measured data if the reaction rate decreases exponentially with depth (<xref ref-type="sec" rid="s9">Supplementary Figure S4</xref>). The dissolution of minerals other than chlorite and vermiculite had no significant effect on porewater chemistry, as their departure from equilibrium was minimal (<xref ref-type="sec" rid="s9">Supplementary Figure S5</xref>). While the dissolution of chlorite only delivers Mg<sup>2&#x2b;</sup>, K-vermiculite also provides sufficient K<sup>&#x2b;</sup> to reproduce the K<sup>&#x2b;</sup> profile. Also, a minor amount of Na<sup>&#x2b;</sup> may originate from mineral reactions, although albite, the Na-endmember of plagioclase, is not undersaturated and is, thus, unlikely a significant source of Na. After inclusion of additional conservative cations released from silicate alteration, the simulated alkalinity almost entirely matches the measured alkalinity (<xref ref-type="fig" rid="F5">Figure&#x20;5E</xref>, solid line).</p>
<p>Alternatively, also volcanic glass may react with porewater and provide in particular K<sup>&#x2b;</sup> and Na<sup>&#x2b;</sup>. Volcanic glass in ash layers is fairly reactive and may undergo the generalized reaction (<xref ref-type="bibr" rid="B83">Scholz et&#x20;al., 2013</xref>):<disp-formula id="e15">
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<p>Although this has been suggested as a source of alkalinity for diagenetic carbonate formation elsewhere (e.g., <xref ref-type="bibr" rid="B101">Wehrmann et&#x20;al., 2016</xref>), no major ash layers were reported from the sedimentary record at Site 1230. Interlayers of expandable smectites could furnish a further source of Na<sup>&#x2b;</sup>. For example, a strong increase in Na<sup>&#x2b;</sup> with depth, which is decoupled from the chlorinity, occurs at Namibia margin Site 1084 and was interpreted as being derived from clay-rich sediment with up to 30% smectite in the clay fraction (<xref ref-type="bibr" rid="B41">Kastanja et&#x20;al., 2006</xref>). However, as discussed above, ion exchange alone did not significantly affect the porewater chemistry.</p>
<p>Below 150&#xa0;mbsf, full speciation using the measured concentrations and alkalinity would result in a charge imbalance. Since the model conserves charges, it cannot be forced to adopt this unbalance. Chloride was arbitrarily chosen to compensate the excess of negative charges, so that charge balance is maintained, which results in a decrease in Cl<sup>&#x2212;</sup> concentration. Despite this uncertainty near the bottom of the domain, the high alkalinity between 50 and 200&#xa0;mbsf is real and can only be reached by including silicate alteration.</p>
<p>In addition to these mineral reactions, opal needs discussion as the sediment contains abundant diatoms (<xref ref-type="bibr" rid="B25">D&#x2019;Hondt et&#x20;al., 2003</xref>), as also indicated by an elevated baseline in the XRD-patterns. The measured concentrations of dissolved silica are clearly below the saturation of opal-A, but the simulations follow the data fairly well with opal-C/T as an equilibrium phase (<xref ref-type="fig" rid="F5">Figures 5H</xref>, <xref ref-type="fig" rid="F6">6D</xref>). Indeed, it is surprising that the dissolution of opal-A, which is available in large amounts, does not dominate silica concentrations in the porewater. But it is known that opal-A dissolution can be inhibited, as diatoms are covered by organic matter (<xref ref-type="bibr" rid="B95">Van Cappellen, 1996</xref>). Opal-C/T as the thermodynamically more stable phase then should form, according to Ostwald&#x2019;s step rule (e.g., <xref ref-type="bibr" rid="B55">Meister et&#x20;al., 2014</xref>). The curve in the silica concentration profile near the seafloor is due to the fact that silica is strongly undersaturated in seawater. The slight increase with depth is explained by the increasing solubility with temperature.</p>
<p>Overall, alteration of silicate minerals contributes to the very high total alkalinity (&#x223c;150&#xa0;mmol/L) measured at ODP Site 1230. This additional alkalinity effect significantly buffers acidification of the porewater by the production of CO<sub>2</sub> during microbial methanogenesis. In contrast, the production of alkalinity by anaerobic metabolisms (organoclastic sulphate reduction and AOM) and the dissimilatory release of ammonium alone would not be sufficient to explain the measured alkalinity. High (&#x3e;80&#xa0;mmol/L) alkalinity concentrations characterize porewaters recovered from within the uppermost few hundred metres below the seafloor at many drill sites along continental margins of the world. Away from the Peru Margin, examples include DSDP Site 262 (Timor Sea, Indian Ocean; <xref ref-type="bibr" rid="B108">Cook, 1974</xref>), ODP Sites 994, 995, and 997 (Blake Ridge, Atlantic Ocean; <xref ref-type="bibr" rid="B78">Paull et&#x20;al., 1996</xref>), Site 1019 (California Margin, Pacific; <xref ref-type="bibr" rid="B109">Lyle et&#x20;al., 1997</xref>), Site 1082 (Namibian Margin, Atlantic; <xref ref-type="bibr" rid="B110">Murray and Wigley, 1998</xref>) and IODP Sites U1426 and U1427 (Sea of Japan, west Pacific; <xref ref-type="bibr" rid="B111">Tada et&#x20;al., 2015</xref>; see also the examples in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). All these sites have several commonalities: high accumulation rates of clay and organic carbon, a shallow SMT, and within underlying porewaters, high methane, elevated NH<sub>4</sub>
<sup>&#x2b;</sup> and K<sup>&#x2b;</sup>, and low Ca<sup>2&#x2b;</sup> concentrations. However, unlike Site 1230, some of them have low Mg<sup>2&#x2b;</sup> concentrations in porewater and lack gas hydrate. We suspect that microbial methane production and consequent mineral reactions are ubiquitous processes on continental margins around the world, but the rates and details vary depending on parameters embedded in our modelling. These would include pressure and temperature, but also the rate and composition of sedimentary inputs, from organic carbon to aluminosilicates. Not all minerals react equally. In particular, the Mg-rich clay minerals, vermiculite and chlorite dominating in areas of physical weathering under cold and temperate conditions (<xref ref-type="bibr" rid="B18">Chamley, 1989</xref>), and to some extent probably also volcanic ash, provide a strong capacity to buffer the pH by increasing alkalinity in the porewater. Future modelling efforts at other sites should lead to further testing and refinement of ideas presented&#x20;here.</p>
</sec>
<sec id="s2-10">
<title>Factors Controlling Carbonate Precipitation</title>
<p>Having established the effects of biogeochemical activity and silicate alteration on the alkalinity and DIC content, we can now assess the factors controlling the saturation state of carbonates (<xref ref-type="fig" rid="F6">Figure&#x20;6E</xref>). Calcite and dolomite are only slightly supersaturated or undersaturated in the bottom water, which is partially due to high amounts of CO<sub>2</sub> produced by aerobic respiration in the water column, below the oxygen minimum zone at a water depth of 5,000&#xa0;m (e.g., <xref ref-type="bibr" rid="B103">Zeebe, 2007</xref>). In the top few metres of the sediment, pH generally converges to values near 7 as a result of sulphate reduction (<xref ref-type="bibr" rid="B107">Soetaert et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B58">Meister, 2013</xref>; <xref ref-type="bibr" rid="B55">Meister, 2014</xref>), whereby additional alkalinity from AOM results in a sharp terrace at the SMT at 9&#xa0;mbsf (solid line in <xref ref-type="fig" rid="F5">Figure&#x20;5D</xref>), and saturation indices of calcite and dolomite reach maxima (<xref ref-type="fig" rid="F6">Figure&#x20;6E</xref>). Ca<sup>2&#x2b;</sup> concentration decreases from the surface to the SMT and also Mg<sup>2&#x2b;</sup> shows a kink at this depth, suggesting recent or ongoing precipitation of calcite and dolomite. The kinks can be largely reproduced by the model if dolomite precipitation is included. Indeed, a hard-lithified dolomite from 6.5&#xa0;mbsf shows &#x3b4;<sup>13</sup>C values more negative than &#x2212;30&#x2030;, which is a clear indication of an AOM-induced dolomite (<xref ref-type="bibr" rid="B60">Meister et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B57">Meister et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B54">Meister et&#x20;al., 2019a</xref>).</p>
<p>In the methanogenic zone below 9&#xa0;mbsf, DIC increase to 250&#xa0;mmol/L would cause a pH decrease to &#x3c;6, but taking into account alkalinity production from mineral reactions more moderate pH values above 6 are reached (<xref ref-type="fig" rid="F5">Figure&#x20;5D</xref>). The saturation indices of carbonates remain near saturation, which is due to the buffering effect of the alkalinity reaching 150&#xa0;mmol/L near 100&#xa0;mbsf. Hence, alkalinity production due to NH<sub>4</sub>
<sup>&#x2b;</sup> release and silicate alteration largely prevents the dissolution of carbonates in the methanogenic zone, as it would be expected based on CO<sub>2</sub> production alone. Carbonates may even become slightly supersaturated due to this effect, but their precipitation would be hampered by the slow supply of Ca<sup>2&#x2b;</sup> due to the long diffusion distances from the seafloor.</p>
<p>Calcite was detected by XRD in the bulk sediments in the top 150&#xa0;mbsf, with higher amounts between 50 and 150&#xa0;mbsf (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>). This carbonate is clearly part of the sediment, whereas an <italic>ex-situ</italic> precipitation due to degassing during core recovery can be excluded, as from porewater with 4&#xa0;mmol/L Ca<sup>2&#x2b;</sup> only ca. 1&#xa0;g CaCO<sub>3</sub> per kg sediment could precipitate, which would be far below the detection limit of the XRD analysis. Besides low-Mg calcite also traces of Mg-calcite were detected. While the calcite may be diagenetic, precipitation of significant amounts of carbonate is probably not possible at present core depth, due to lack of Ca supply. Thus, the disseminated calcite detected between 50 and 150&#xa0;mbsf formed most likely in the past, when the according sediment was located sufficiently near to the sediment surface to allow for a sufficient supply of Ca<sup>2&#x2b;</sup> from seawater, but not as shallow as during the formation of the lithified layer of dolomite at 6.5&#xa0;mbsf.</p>
<p>The formation of hard lithified diagenetic carbonates vs. fine disseminated carbonate is a longstanding problem (cf. <xref ref-type="bibr" rid="B33">Garrison et&#x20;al., 1984</xref>). At Site 1230 no dolomite layers occur between 6.5 and 220&#xa0;mbsf throughout the zone of abundant methane production. Having demonstrated that porewaters are not carbonate-undersaturated in the methanogenic zone, it cannot be argued that past dolomite layers have been dissolved in the methanogenic zone. Apparently, they have never formed, despite the intense methane production that should have maintained a pronounced SMT. However, a possible explanation for the lack of dolomite layers could be that initially methane was not available for intense AOM at the SMT (scenario in <xref ref-type="fig" rid="F7">Figure&#x20;7A</xref>). Due to the great water depth, a gas hydrate zone established and expanded as the Pleistocene interval increased in thickness. At this stage, disseminated calcite or dolomite could have formed (<xref ref-type="fig" rid="F7">Figure&#x20;7B</xref>). Only when the thickness of the methanogenic zone became sufficiently large to induce an SMT at shallow depth, a dolomite layer could have formed at 6.5&#xa0;mbsf (<xref ref-type="fig" rid="F7">Figure&#x20;7C</xref>). The SMT may have migrated a few metres upward and downward, possibly due to variation of bottom water temperature or variation of TOC and sedimentation rate, which are not resolved by the simulation.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Conceptual model to explain the formation of diagenetic carbonates in relation to the evolution of the methanogenic zone: <bold>(A)</bold> During Pleistocene sedimentation over the Miocene, dissimilatory reactions lead to the onset of a methanogenic zone. <bold>(B)</bold> Within the expanding methanogenic zone alkalinity builds up, but insignificant carbonates (disseminated calcite or dolomite; blue shaded area) are precipitated as the diffusion distance for Ca<sup>2&#x2b;</sup> and Mg<sup>2&#x2b;</sup> are too long. <bold>(C)</bold> The methanogenic zone has now further expanded and a gas hydrate zone has established. The gradients near the surface are steep, with a shallow SMT driving carbonate precipitation (lithified dolomites; blue bars). Also at depth, fluid flow along the d&#xe9;collement provides Ca<sup>2&#x2b;</sup>, inducing carbonate precipitation. The two types of dolomite show contrasting &#x3b4;<sup>13</sup>C values, derived from dissimilatory sulphate reduction and methanogenesis, respectively.</p>
</caption>
<graphic xlink:href="feart-09-756591-g007.tif"/>
</fig>
<p>While carbonate formation in relation with AOM has been discussed, it is still not clear how carbonates (in particular dolomite) with a strongly positive carbon isotope signature may form. A 20-cm-thick, hard-lithified dolomite breccia was recovered from 230&#xa0;mbsf at Site 1230, exhibiting a &#x3b4;<sup>13</sup>C of up to 15&#x2030; (<xref ref-type="bibr" rid="B57">Meister et&#x20;al., 2011</xref>). Inorganic carbon in methanogenic zones typically shows positive &#x3b4;<sup>13</sup>C values, as DIC becomes enriched and CH<sub>4</sub> depleted in <sup>13</sup>C as a result of fractionation within the methanogenic pathways (see <xref ref-type="bibr" rid="B62">Meister and Reyes, 2019</xref> for details). At Site 1230, <xref ref-type="bibr" rid="B57">Meister et&#x20;al. (2011)</xref> showed the influence of fluid with more radiogenic <sup>87</sup>Sr/<sup>86</sup>Sr ratios transported along an active fault zone at 230&#xa0;mbsf, providing Ca<sup>2&#x2b;</sup> and inducing precipitation of a dolomitic fault breccia. As Ca<sup>2&#x2b;</sup> was delivered into the midst of a zone with high alkalinity, large amounts of dolomite could have precipitated (<xref ref-type="fig" rid="F7">Figure&#x20;7C</xref>). The formation of a dolomite breccia showing a syntectonic cement structure with compromise boundaries (<xref ref-type="bibr" rid="B57">Meister et&#x20;al., 2011</xref>) also suggests a rapid precipitation. However, these conditions are specific to the tectonic situation in an accretionary prism, where fluid is driven upwards, but they still do not explain how hard lithified dolomite layers form in methanogenic zones elsewhere.</p>
<p>More extensive dolomite layers showing a methanogenic &#x3b4;<sup>13</sup>C signature are found, for example, in the Miocene Monterey Fm. of California (e.g., <xref ref-type="bibr" rid="B71">Murata et&#x20;al., 1969</xref>; <xref ref-type="bibr" rid="B17">Burns and Baker, 1987</xref>; <xref ref-type="bibr" rid="B70">Mozley and Burns, 1993</xref>; <xref ref-type="bibr" rid="B50">Loyd et&#x20;al., 2012</xref>) and in many organic carbon rich marine sediments drilled by ODP (e.g., <xref ref-type="bibr" rid="B44">Kelts and McKenzie, 1984</xref>; <xref ref-type="bibr" rid="B90">Thornburg and Suess, 1992</xref>; <xref ref-type="bibr" rid="B82">Rodriguez et&#x20;al., 2000</xref>). As these sites are partially located on the shelf, they may often be affected by CH<sub>4</sub> loss under dynamic conditions (<xref ref-type="bibr" rid="B7">Arning et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B22">Contreras et&#x20;al., 2013</xref>), and gas escape must be taken into account, whereby partitioning of CO<sub>2</sub> in methane bubbles could lead to escape of CO<sub>2</sub> and thereby inducing carbonate formation via pH increase (<xref ref-type="bibr" rid="B62">Meister and Reyes, 2019</xref>; <xref ref-type="bibr" rid="B59">Meister et&#x20;al., 2019b</xref>). However, none of these effects would be expected in the deep sea, where free gas is not present at low temperatures. In order to simulate carbonate diagenesis on the shelf, gas transport will have to be included in future modelling studies.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s3">
<title>Conclusion</title>
<p>The Neogene sediment sequence at ODP Site 1230 in the Peru-Chile Trench contains porewaters with extreme alkalinity, reaching &#x223c;150&#xa0;mmol/L at ca. 100&#xa0;mbsf. Full-speciation reaction-transport modelling shows that these concentrations result from several reactions. Much of the alkalinity is produced by organoclastic sulphate reduction and AOM in the upper part of the profile but also through release of ammonium from organic matter degradation throughout the sequence. The alteration of silicate minerals, in particular vermiculite and chlorite to kaolinite and opal-C/T, contributes substantial amounts of Mg<sup>2&#x2b;</sup> and K<sup>&#x2b;</sup> and further increases alkalinity in the methanogenic zone. In combination, microbial processes and clay mineral alteration produce sufficient alkalinity within the methanogenic zone to buffer acidification caused by increased DIC (up to 250&#xa0;mmol/L) from dissimilation of organic matter and, thus, to prevent undersaturation and dissolution of carbonates. Within the methanogenic zone, diagenetic carbonate formation is largely calcium-limited, due to the long diffusion distances, but dolomite beds readily form if Ca<sup>2&#x2b;</sup> is supplied, such as at the SMT or along a fault zone. The SMT dolomites generally show a negative &#x3b4;<sup>13</sup>C signature, whereas dolomites forming within the methanogenic zone show a positive &#x3b4;<sup>13</sup>C signature, but in the absence of a gas phase, a shift of the dolomitization front due to CO<sub>2</sub> degassing does not occur within the gas hydrate stability&#x20;zone.</p>
<p>While our simulation provides insight into carbonate diagenesis in deep methanogenic zones, it also would be applicable to human-made CO<sub>2</sub> storage reservoirs. Our study shows that reservoirs rich in specific clay minerals, vermiculite and chlorite, would have an extremely high capacity to trap CO<sub>2</sub> as bicarbonate, although the kinetics of these reactions are rather slow. In any case, having a quantitative model at hand that can realistically simulate carbonate diagenesis in marine sediments will be essential to understand the role of sub-surface fluid-microbe-mineral interactions in the global carbon&#x20;cycle.</p>
</sec>
</body>
<back>
<sec id="s4">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s9">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s5">
<title>Author Contributions</title>
<p>PM: Design of the study, supervision, developing the model, interpretion, writing the manuscript; GH: Modelling with Phreeqc, wrote early version; EP: Advising numerical modelling, provided comments to the manuscript; SG: X-ray diffraction, clay mineral analysis, comments to the manuscript; GD: Shipboard and shore-based porewater analysis, comments to the manuscript; CB: Code writing in C&#x2b;&#x2b;; BL: Code writing, code testing, advice for mathematical solutions, comments to the manuscript.</p>
</sec>
<sec id="s6">
<title>Funding</title>
<p>This research used samples and data provided by the Ocean Drilling Program (now International Ocean Discovery Program, IODP), sponsored by the participating countries. PM was further supported by the European Union through Marie-Curie Actions MRTN-CT-2006-035868 (project GRASP), and PIEF-GA-2013-626025 (project TRIADOL) and be the Swiss National Science Foundation SNF through project PA00P2-126221. BL acknowledges additional funding from the Helmholtz Association (Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research).</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<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 sec-type="disclaimer" id="s8">
<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>
<ack>
<p>We thank David Parkhurst for providing helpful explanations to the programme Phreeqc by responding to our question on the Phreeqc forum (<ext-link ext-link-type="uri" xlink:href="https://www.phreeqcusers.org">https://www.phreeqcusers.org</ext-link>). We thank Benjamin Huet, Martin Sch&#xf6;pfer, and Bernhard Grasemann for providing help to solve problems with programming. Rainer Abart and Stephan Kr&#xe4;mer provided further advice to the geochemistry. We also thank Steve Sch&#xe4;fer and Mischa Kim of the MathWorks Support Team for help with connecting the Matlab code to Phreeqc in an earlier version of our model. We thank two reviewers for their constructive comments.</p>
</ack>
<sec id="s9">
<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/feart.2021.756591/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/feart.2021.756591/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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