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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">792858</article-id>
<article-id pub-id-type="doi">10.3389/feart.2021.792858</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Earth Science</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Equilibration Times of Dissolved Inorganic Carbon During pH Transitions</article-title>
<alt-title alt-title-type="left-running-head">Sade et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Dissolved Inorganic Carbon Equilibration Times</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Sade</surname>
<given-names>Ziv</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1508900/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hegyi</surname>
<given-names>Shahar</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1594700/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Halevy</surname>
<given-names>Itay</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/654062/overview"/>
</contrib>
</contrib-group>
<aff>
<institution>Department of Earth and Planetary Sciences</institution>, <institution>Weizmann Institute of Science</institution>, <addr-line>Rehovot</addr-line>, <country>Israel</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/176714/overview">Martyn Tranter</ext-link>, Aarhus University, Denmark</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/367152/overview">Elizabeth Bagshaw</ext-link>, Cardiff University, United&#x20;Kingdom</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/503193/overview">Pierpaolo Zuddas</ext-link>, Sorbonne Universit&#xe9;s, France</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Itay Halevy, <email>itay.halevy@weizmann.ac.il</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Geochemistry, 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>792858</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>10</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Sade, Hegyi and Halevy.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Sade, Hegyi and Halevy</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>Equilibration times of dissolved inorganic carbon (DIC) depend on conversion reactions between CO<sub>2</sub>(aq) and the dissociation products of carbonic acid [<italic>S</italic>&#x20;&#x3d; (H<sub>2</sub>CO<sub>3</sub>) &#x2b; (HCO<sub>3</sub>
<sup>&#x2212;</sup>) &#x2b; (CO<sub>3</sub>
<sup>2&#x2212;</sup>)]. Here, we develop analytical equations and a numerical model to calculate chemical equilibration times of DIC during pH transitions in buffered and unbuffered solutions. We approximate the equilibration degree of the DIC reservoir by the smaller of the CO<sub>2</sub>(aq) and <italic>S</italic> pools at the new pH, since the smaller pool is always farther from equilibrium during the chemical evolution. Both the amount of DIC converted and the rate of conversion differ between a pH increase and decrease, leading to distinct equilibration times for these general cases. Alkalinity perturbations in unbuffered solutions initially drive pH overshoots (increase or decrease) relative to the new equilibrium pH. The increased rates of DIC conversion associated with the pH overshoot yield shorter equilibration times compared to buffered solutions. Salinity has opposing effects on buffered and unbuffered solutions, decreasing and increasing equilibration times, respectively.</p>
</abstract>
<kwd-group>
<kwd>dissolved inorganic carbon</kwd>
<kwd>salinity effects</kwd>
<kwd>buffered solutions</kwd>
<kwd>unbuffered solutions</kwd>
<kwd>chemical equilibrium</kwd>
</kwd-group>
<contract-sponsor id="cn001">European Research Council<named-content content-type="fundref-id">10.13039/501100000781</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Knowledge of the dissolved inorganic carbon (DIC) system is central to a range of research fields and applications, among which are chemical oceanography, environmental geochemistry, carbon sequestration, and experimental geochemistry (e.g., <xref ref-type="bibr" rid="B12">Stumm and Morgan, 1996</xref>; <xref ref-type="bibr" rid="B15">Zeebe et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B7">Rollion-Bard et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B5">Lal, 2008</xref>; <xref ref-type="bibr" rid="B3">Hansen et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B2">Da&#xeb;ron et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B1">Christensen et&#x20;al., 2021</xref>). An understanding of the DIC kinetics factors into such fields, for example, when planning experiments, when deciding on dynamic versus equilibrium representation of reactions in models of aqueous environments, when evaluating the likelihood of isotopic equilibrium for applications in paleoclimate and paleohydrology, and when engineering applications of descaling or carbon sequestration.</p>
<p>The chemical reactions in the DIC system progress at different rates (e.g., <xref ref-type="bibr" rid="B14">Zeebe and Wolf-Gladrow, 2001</xref>; <xref ref-type="bibr" rid="B10">Sade and Halevy, 2017</xref>; <xref ref-type="bibr" rid="B9">Sade and Halevy, 2018</xref>). Dissociation of carbonic acid and water are rapid reactions, whose reactants may be considered to be in equilibrium on a time scale of seconds:<disp-formula id="e1">
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<p>In contrast, CO<sub>2</sub> hydration and hydroxylation are slower reactions, which determine the equilibration times of the sum of H<sub>2</sub>CO<sub>3</sub>, HCO<sub>3</sub>
<sup>&#x2212;</sup>, and CO<sub>3</sub>
<sup>2&#x2212;</sup> with aqueous CO<sub>2</sub> (henceforth CO<sub>2</sub>(aq)), and therefore, the equilibration time of the entire DIC reservoir:<disp-formula id="e4">
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<mml:mtable>
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<label>(4)</label>
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<disp-formula id="e5">
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</disp-formula>where <italic>k</italic>
<sub>&#x2b;<italic>i</italic>
</sub> and <italic>k</italic>
<sub>&#x2212;<italic>i</italic>
</sub> are the forward and reverse rate constants of reaction <italic>i</italic>. In freshwater at 25&#xb0;C, <italic>k</italic>
<sub>&#x2b;4</sub> and <italic>k</italic>
<sub>&#x2212;4</sub> are 0.026&#xa0;s<sup>&#x2212;1</sup> and 27&#xa0;s<sup>&#x2212;1</sup>, whereas <italic>k</italic>
<sub>&#x2b;5</sub> and <italic>k</italic>
<sup>&#x2212;</sup>
<sub>5</sub> are 8,416&#xa0;L&#xa0;mol<sup>&#x2212;1</sup> s<sup>&#x2212;1</sup>, and 0.00019&#x20;s<sup>&#x2212;1</sup>, respectively (<xref ref-type="bibr" rid="B8">Roughton, 1941</xref>; <xref ref-type="bibr" rid="B6">Pinsent et&#x20;al., 1956</xref>).</p>
<p>
<xref ref-type="bibr" rid="B13">Usdowski (1982)</xref> derived equations to describe the time required to achieve chemical equilibrium in a DIC system that is closed to gas exchange with the atmosphere during pH transitions in buffered solutions. The equations of <xref ref-type="bibr" rid="B13">Usdowski (1982)</xref> specifically regard an initial low-pH solution composed exclusively of CO<sub>2</sub>(aq), which re-equilibrates at an arbitrary, new, fixed pH. The mathematical derivation is based on a schematic reaction between two distinct DIC pools, CO<sub>2</sub>(aq) and <italic>S</italic>,<disp-formula id="e6">
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</disp-formula>where <italic>S</italic> is the sum of [H<sub>2</sub>CO<sub>3</sub>], [HCO<sub>3</sub>
<sup>&#x2212;</sup>] and [CO<sub>3</sub>
<sup>2&#x2212;</sup>], which are internally equilibrated with each other {DIC &#x3d; [CO<sub>2</sub>(aq)] &#x2b; <italic>S</italic>}. In reaction 6, <italic>k</italic>, and <italic>k&#x2019;</italic> are rate constants of composite, rather than elementary reactions. Specifically, <italic>k</italic> and <italic>k&#x2019;</italic> are related to the CO<sub>2</sub> hydration and hydroxylation reactions, and their values depend on the solution pH,<disp-formula id="e7">
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<label>(8)</label>
</disp-formula>
</p>
<p>In <xref ref-type="disp-formula" rid="e8">Eq. 8</xref>, <inline-formula id="inf1">
<mml:math id="m9">
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</inline-formula> and <inline-formula id="inf2">
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</inline-formula> are the first and second carbonic acid dissociation constants. Note that <inline-formula id="inf3">
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</inline-formula> is distinct from Ka1, the first acid dissociation constant for the sum of CO<sub>2</sub>(aq) and H<sub>2</sub>CO<sub>3</sub> (<xref ref-type="sec" rid="s10">Supplementary Information</xref>). Then, the equilibration time following a pH transition from an initially CO<sub>2</sub>(aq)-dominated DIC solution to a new buffered solution is given by (cf. Eq. I-2&#x2013;22 in <xref ref-type="bibr" rid="B13">Usdowski, 1982</xref>):<disp-formula id="e9">
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<label>(9)</label>
</disp-formula>where the subscript &#x201c;eq&#x201d; denotes the equilibrium concentration at the new pH, and the ratio <italic>S</italic>/<italic>S</italic>
<sub>eq</sub>, the equilibration degree of the <italic>S</italic> reservoir, approximates the equilibration degree of the entire DIC reservoir at a given time&#x20;<italic>t</italic>.</p>
<p>The derivation of <xref ref-type="bibr" rid="B13">Usdowski (1982)</xref> closely approximates the chemical equilibration time only under certain conditions. A general derivation should accurately represent a DIC solution at any initial pH and associated DIC speciation. Furthermore, a conservative estimate of the equilibration degree of the DIC reservoir should consider the smaller of the CO<sub>2</sub>(aq) and <italic>S</italic> pools at the new pH, which is always farther from equilibrium. For example, consider an initial solution with 100 units of DIC, all as CO<sub>2</sub>(aq), which re-equilibrates to a new buffered pH, at which CO<sub>2</sub>(aq):<italic>S</italic> is 60:40. As equilibrium is approached, for example, when CO<sub>2</sub>(aq):<italic>S</italic> is 65:35, the CO<sub>2</sub>(aq) pool is 8.3% away from equilibrium ([CO<sub>2</sub>(aq)]/[CO<sub>2</sub>(aq)]<sub>eq</sub> &#x3d; 65/60 &#x3d; 1.083), whereas the <italic>S</italic> reservoir is 12.5% away from equilibrium (<italic>S</italic>/<italic>S</italic>
<sub>eq</sub> &#x3d; 35/40 &#x3d; 0.875). Conversely, during equilibration to a pH at which CO<sub>2</sub>(aq):<italic>S</italic> is 40:60, at 5 units away from equilibrium, the CO<sub>2</sub>(aq) pool is 12.5% away from equilibrium and the <italic>S</italic> pool is 8.3% away from equilibrium. In both cases, the smaller pool at the new pH is farther from equilibrium during the chemical evolution.</p>
<p>In this study, we expanded the equations of <xref ref-type="bibr" rid="B13">Usdowski (1982)</xref> to derive general analytical expressions for the chemical equilibration time of DIC solutions of any initial speciation, at any new, buffered pH. We additionally used a numerical model to explore the equilibration times of the DIC in unbuffered solutions. Lastly, we compared the equilibration times of the DIC during pH transitions in buffered and unbuffered solutions with equilibration times calculated by perturbation theory at a given pH (<xref ref-type="bibr" rid="B14">Zeebe and Wolf-Gladrow, 2001</xref>), and discussed the sensitivity of these equilibration times to the ionic strength (salinity) of the solution.</p>
</sec>
<sec id="s2">
<title>2 Methods</title>
<sec id="s2-1">
<title>2.1 Analytical Expressions for DIC Equilibration Times in Buffered Solutions</title>
<p>The derivation of the general case, describing equilibration times of DIC during transition from any initial pH to any buffered pH, follows the approach of <xref ref-type="bibr" rid="B13">Usdowski (1982)</xref>, but additionally considers the DIC speciation at the new pH. Specifically, the smaller of the CO<sub>2</sub>(aq) and <italic>S</italic> pools at the new pH is used to represent the equilibration degree of the DIC reservoir. This is done by comparing the new pH to pKa1, the pH at which CO<sub>2</sub>(aq) composes 50% of the DIC (e.g., in freshwater at 25&#xb0;C, pKa1 &#x3d; 6.35; <xref ref-type="bibr" rid="B4">Harned and Davis, 1943</xref>). If the new pH is higher than pKa1, the degree of equilibration is calculated using the CO<sub>2</sub>(aq) pool ([CO<sub>2</sub>(aq)]/[CO<sub>2</sub>(aq)]<sub>eq</sub>), and if the new pH is lower than pKa1, the degree of equilibration is calculated using the <italic>S</italic> pool (<italic>S</italic>/<italic>S</italic>
<sub>eq</sub>). The equilibration time depends on the initial distance from equilibrium, requiring the additional terms [CO<sub>2</sub>(aq)]<sub>0</sub>/[CO<sub>2</sub>(aq)]<sub>eq</sub> and <italic>S</italic>
<sub>0</sub>/<italic>S</italic>
<sub>eq</sub>, which represent the initial equilibration degree of the DIC reservoir (the subscript &#x201c;0&#x201d; denotes the initial concentrations). The concentrations of CO<sub>2</sub>(aq) and <italic>S</italic> in any equilibrated solution are:<disp-formula id="e10">
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</disp-formula>
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</disp-formula>where <inline-formula id="inf4">
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</inline-formula>.</p>
<p>The equilibration time during transition from an arbitrary solution pH to another buffered pH is given by (see <xref ref-type="sec" rid="s10">Supplementary Information</xref> for a detailed derivation and the values of the thermodynamic and rate constants required for these equations):<disp-formula id="e12a">
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</sec>
<sec id="s2-2">
<title>2.2 Numerical Model for DIC Equilibration Times in Unbuffered Solutions</title>
<p>We used a numerical model to calculate the equilibration times of the DIC reservoir during pH transitions in unbuffered solutions, and to validate the analytical equilibration times in buffered solutions (<xref ref-type="disp-formula" rid="e12a">Eqs. 12</xref>, <xref ref-type="disp-formula" rid="e13a">13</xref>). The model is based on a previously developed model (<xref ref-type="bibr" rid="B11">Sade et&#x20;al., 2021</xref>), which was here simplified to focus solely on the aqueous phase and to neglect diffusion and advection. The simplified model consists of a set of differential equations, which describe the chemical evolution of the DIC species with time, based on reactions 1&#x2013;5. The differential equations are forward integrated using the ode15s solver in the Matlab<sup>&#xae;</sup> software, under an assumption of instantaneous equilibrium among H<sup>&#x2b;</sup>, OH<sup>&#x2212;</sup>, CO<sub>3</sub>
<sup>2&#x2212;</sup>, HCO<sub>3</sub>
<sup>&#x2212;</sup>, and H<sub>2</sub>CO<sub>3</sub>. In simulations of the buffered solutions, the new pH was fixed. In simulations of the unbuffered solutions, we set the new pH by introducing Ca<sup>2&#x2b;</sup> or Cl<sup>&#x2212;</sup> ions (i.e.,&#x20;changing the alkalinity). Water dissociation and DIC speciation reactions then release H<sup>&#x2b;</sup> and OH<sup>&#x2212;</sup> to conserve electrical neutrality, determining the new&#x20;pH.</p>
</sec>
<sec id="s2-3">
<title>2.3 Salinity Effects</title>
<p>In both the numerical model and the analytical expressions, we explicitly account for neither activity coefficients nor ion pairs. Instead, we account for the effects of salinity by using thermodynamic and rate constants for either freshwater or seawater (<xref ref-type="sec" rid="s10">Supplementary Tables S1, S2</xref>). In simulated Ca-Cl-DIC solutions with a low ionic strength (here freshwater solutions), activity coefficients are near unity and the concentration of ion pairs is low. In simulated seawater, we used stoichiometric equilibrium constants and kinetic rate constants measured in seawater, which account for the effect of salinity. Hence, both in freshwater and in seawater, we expect that our results provide a reasonable approximation of DIC equilibration times. An investigation of the effect of a larger range of ionic strength (and chemical composition) requires better constraints on the salinity dependence of the equilibrium and kinetic constants and is beyond the scope of this&#x20;study.</p>
</sec>
</sec>
<sec id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Equilibration Times During a pH Transition in Buffered Solutions</title>
<p>Equilibration times are different during pH transitions towards lower and higher values, and are bounded by two end members (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>). An initially CO<sub>2</sub>(aq)-dominated solution (99.9% of the DIC as CO<sub>2</sub>(aq) at pH<sub>0</sub> &#x3d; 0; blue curve in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>) bounds the maximal equilibration times during a pH increase, and an initially <italic>S</italic>-dominated solution (100.0% of the DIC as <italic>S</italic> at pH<sub>0</sub> &#x3d; 14; red curve in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>) bounds the maximal equilibration times during a pH decrease. The longest calculated equilibration times during transitions to lower and higher pH values, 150 and 245&#xa0;s, are at pH 7.4 and 7.8, respectively. At the edges of the examined pH range, equilibration times reduce to a few seconds. The equilibration times of solutions with any other initial DIC speciation (i.e.,&#x20;0 &#x3c; pH<sub>0</sub> &#x3c; 14) are generally shorter than those of the end members described above (e.g., pH<sub>0</sub> &#x3d; 7; black curve in <xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>). However, at final pH values that are lower than 6 or higher than 10, where equilibration times markedly decrease, the curves closely converge (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>). Our numerical model yielded equilibration times within a tenth of a second of the analytical model, validating the analytical equations (<xref ref-type="disp-formula" rid="e12a">Eqs. 12</xref>,&#x20;<xref ref-type="disp-formula" rid="e13a">13</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Equilibration times of DIC in freshwater at 25&#xb0;C during a pH transition <bold>(A)</bold> in buffered solutions (<xref ref-type="disp-formula" rid="e13a">Eq. 13</xref>) and in <bold>(B)</bold> unbuffered solutions (as calculated by our numerical model). The pH of the initial solution (&#x201c;pH<sub>0</sub>&#x201d;) is given in the figure legends, and a vertical line marks the pKa1 value. In panel B, we illustrated equilibration times for 10&#xa0;mM DIC (thick lines), enveloped by equilibration times for 1 and 100&#xa0;mM DIC (thin lines). See <xref ref-type="sec" rid="s10">Supplementary Figure S1</xref> for an enlarged version of panel B.</p>
</caption>
<graphic xlink:href="feart-09-792858-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 Equilibration Times During a pH Transition in Unbuffered Solutions</title>
<p>We evaluated the DIC equilibration times in unbuffered solutions using a numerical model (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>). Equilibration times during a pH increase (blue curve) are longer than during a pH decrease (red curve), both reaching a maximum at pH 8.6 of 82 and 60&#xa0;s, respectively. At pH &#x3c; 6 and pH &#x3e; 11, equilibration times are shorter than a few seconds. Overall, the maximal equilibration times in unbuffered solutions are shorter by a factor of 2.5&#x2013;3, relative to buffered solutions, with peaks that are located at a higher pH value (pH 8.6 and 7.4&#x2013;7.8 in unbuffered and buffered solutions, respectively). In addition, unlike in buffered solutions, in unbuffered solutions the DIC concentration affects the equilibration time, with lower equilibration times corresponding to higher DIC concentrations. However, over the examined range of DIC concentration, 1&#x2013;100&#xa0;mM, differences in equilibration times approach 8&#xa0;s, at most (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>).</p>
</sec>
</sec>
<sec id="s4">
<title>4 Discussion</title>
<p>Equilibration times of DIC during pH transitions are determined by 1) the initial distance from the equilibrium speciation at the new pH and 2) the rates of DIC conversion during the chemical evolution (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). Given a fixed DIC concentration, the DIC speciation depends upon the solution pH. Therefore, the difference between the initial and new (buffered or unbuffered) pH values of the solution determines how much of the DIC needs to be converted during the chemical evolution at the new pH. Specifically, if the new pH is higher than the initial pH, CO<sub>2</sub>(aq) is converted to <italic>S</italic> by CO<sub>2</sub>(aq) hydration and hydroxylation reactions (forward reaction 6). In contrast, if the new pH is lower than the initial pH, CO<sub>2</sub>(aq) is produced by H<sub>2</sub>CO<sub>3</sub> dehydration and HCO<sub>3</sub>
<sup>&#x2212;</sup> dehydroxylation reactions (reverse reaction 6). However, the solution pH affects not only the amount of DIC that must be converted, but also the conversion rate. The rate constants of CO<sub>2</sub>(aq) hydration and hydroxylation, H<sub>2</sub>CO<sub>3</sub> dehydration, and HCO<sub>3</sub>
<sup>&#x2212;</sup> dehydroxylation, alongside pH-dependent fractions of H<sub>2</sub>CO<sub>3</sub> and HCO<sub>3</sub>
<sup>&#x2212;</sup> out of <italic>S</italic>, result in a pH-dependence of the rate of DIC conversion. Specifically, with increasing pH, rates of CO<sub>2</sub>(aq) consumption increase whereas rates of CO<sub>2</sub>(aq) production decrease (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Chemical equilibration of DIC in pH-buffered freshwater solutions at 25&#xb0;C (<xref ref-type="disp-formula" rid="e13a">Eq. 13</xref>). <bold>(A)</bold> Fractions of DIC converted between the CO<sub>2</sub>(aq)-<italic>S</italic> pools during transitions from an initial pH<sub>0</sub> to a new equilibrium pH. <bold>(B)</bold> The average DIC conversion rates during these pH transitions.</p>
</caption>
<graphic xlink:href="feart-09-792858-g002.tif"/>
</fig>
<p>Overall, equilibration times are shorter when the converted DIC fractions are smaller, and when the CO<sub>2</sub>(aq)-<italic>S</italic> conversion rates are higher. For instance, the maximal equilibration time in buffered solutions is achieved during a transition of a CO<sub>2</sub>(aq)-dominated solution to a new pH of 7.8 (245&#xa0;s; <xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>). During this transition, 97% of the DIC is converted from CO<sub>2</sub>(aq) to <italic>S</italic> (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>, blue) at rates that are close to the minimum rates of CO<sub>2</sub>(aq) consumption under these conditions (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>, blue). In comparison, the equilibration of an <italic>S</italic>-dominated solution at the same buffered pH of 7.8 is faster (142&#xa0;s; <xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>), despite CO<sub>2</sub>(aq) production rates in this case that are lower by an order of magnitude than the CO<sub>2</sub>(aq) consumption rates in the CO<sub>2</sub>(aq)-dominated solution described above (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>, red). The equilibration time of the <italic>S</italic>-dominated solution is shorter because only 3% of the DIC needs to be converted from <italic>S</italic> to CO<sub>2</sub>(aq) (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>,&#x20;red).</p>
<p>Notably, equilibration times of DIC in unbuffered solutions are shorter relative to buffered solutions (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). In unbuffered solutions, introduction of Ca<sup>2&#x2b;</sup> or Cl<sup>&#x2212;</sup> ions (as simulated in our numerical model) immediately alters the solution alkalinity, resulting in a transient pH excursion to higher and lower values, respectively, than the final equilibrium pH value. The reason for this transient excursion is that it takes time for DIC speciation [through CO<sub>2</sub>(aq) production/consumption] to compensate for the instantaneous change in the solution&#x2019;s alkalinity. For example, introduction of 5.1&#xa0;mM Ca<sup>2&#x2b;</sup> into a CO<sub>2</sub>(aq)-dominated 10&#xa0;mM DIC solution (pH<sub>0</sub> &#x3d; 0) instantaneously increases the simulated pH to 12, before decreasing back to the new equilibrium pH of 8.6 (<xref ref-type="sec" rid="s10">Supplementary Figure S3</xref>). Since CO<sub>2</sub>(aq) production/consumption rates are higher at lower/higher pH values, these overshoots to higher-than-equilibrium and lower-than-equilibrium pH values decrease the overall equilibration times relative to conditions of a fixed, buffered pH (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>).</p>
<p>Our numerical equilibration times for a pH decrease in unbuffered solutions are comparable to equilibration times calculated by perturbation theory, which are commonly cited in the literature (<xref ref-type="bibr" rid="B14">Zeebe and Wolf-Gladrow, 2001</xref>). This similarity arises from the decay of a perturbation to DIC speciation being the driver of the chemical evolution in both cases. In the perturbation theory, DIC is perturbed directly, whereas in our numerical simulations of unbuffered solutions the alkalinity is changed, and the DIC speciation is &#x201c;perturbed&#x201d; relative to what it would be at the final new pH. Differences between our numerical equilibration times for both pH decrease and increase and the perturbation theory stem from different amounts and rates of CO<sub>2</sub>(aq) consumption/production during the relaxation from the perturbed to the equilibrium pH (<xref ref-type="sec" rid="s10">Supplementary Information</xref>).</p>
<p>Salinity affects the DIC equilibration times in buffered and unbuffered solutions differently (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). Applying equilibrium and rate constants for seawater (<xref ref-type="sec" rid="s10">Supplementary Information</xref>) in <xref ref-type="disp-formula" rid="e13a">Eq. 13</xref> and in our numerical model results in shorter and longer equilibration times in buffered and unbuffered solutions, respectively, relative to freshwater. For example, the maximal equilibration time of initially CO<sub>2</sub>(aq)-dominated seawater buffered solution (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>), is 25% shorter than in freshwater. In both cases (buffered and unbuffered solutions), the seawater curves shift towards lower pH values relative to freshwater, in accordance with the shift of pKa1 (in seawater, pKa1 &#x3d; 5.86; <xref ref-type="bibr" rid="B14">Zeebe and Wolf-Gladrow, 2001</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Equilibration times during pH transitions at 25&#xb0;C in 10&#xa0;mM DIC seawater (dotted lines) and freshwater (solid lines) in <bold>(A)</bold> buffered and <bold>(B)</bold> unbuffered solutions. Perturbation theory equilibration times are shown in panel B for comparison (pH<sub>0</sub> &#x3d; pH<sub>new</sub>; Eq. C.7.25 in <xref ref-type="bibr" rid="B14">Zeebe and Wolf-Gladrow, 2001</xref>).</p>
</caption>
<graphic xlink:href="feart-09-792858-g003.tif"/>
</fig>
<p>Our analytical expressions for the chemical equilibration times of DIC in (strongly) buffered solutions are applicable to a range of artificial settings, such as laboratory experiments of mineral precipitation. The numerical model for equilibration times in unbuffered solutions expands the applicability to a wide range of natural and artificial settings. Examples include rapid productivity-driven changes in DIC concentration and speciation in the photic zone of lakes and oceans, exhalation of hydrothermal fluids into seawater, injection of CO<sub>2</sub>-bearing fluids into marine sediments, or pH variations driven by oxidation of sulfide and/or ferrous iron in initially anoxic spring water or acid mine drainage. As the relaxation to equilibrium is governed by the rates of reaction among the DIC species and with water (H<sub>2</sub>O in the case of hydration, OH<sup>&#x2212;</sup> in the case of hydroxylation), the chemical equilibration times presented here bear also on the time to carbon isotopic equilibrium within the DIC system and on the time to DIC-water oxygen isotopic equilibrium.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>IH and ZS conceived, and IH oversaw the study. ZS, SH, and IH developed the numerical model and analytical equations. ZS and SH performed the simulations. All authors participated in writing the article.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>IH acknowledges funding from a European Research Council Starting Grant 755053.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<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="s9">
<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 two reviewers for helpful comments.</p>
</ack>
<sec id="s10">
<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.2021.792858/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/feart.2021.792858/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"/>
<supplementary-material xlink:href="DataSheet2.DOCX" id="SM2" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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