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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2023.1091549</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Dissolution migration of gas, a mechanism to enrich ethane near the BSR and increase upwardly C<sub>1</sub>/C<sub>2</sub> ratios in the hydrate-occurring zones: Insight from pore-scale experimental observation</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Hui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2051171"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lu</surname>
<given-names>Xuekang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Lin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Wenjing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Tianhua</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lu</surname>
<given-names>Wanjun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname>
<given-names>Yong</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/724885"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Marine Science and Technology, China University of Geosciences</institution>, <addr-line>Wuhan</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Marine Engineering Equipment, Zhejiang Ocean University</institution>, <addr-line>Zhoushan</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>School of Geosciences, China University of Petroleum (East China)</institution>, <addr-line>Qingdao, Shandong</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Dong Feng, Shanghai Ocean University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Junxi Feng, Guangzhou Marine Geological Survey, China; Yuncheng Cao, Shanghai Ocean University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Wanjun Lu, <email xlink:href="mailto:wjlu@cug.edu.cn">wjlu@cug.edu.cn</email>; Yong Chen, <email xlink:href="mailto:yongchenzy@upc.edu.cn">yongchenzy@upc.edu.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Marine Biogeochemistry, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1091549</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Li, Lu, Wang, Wang, Li, Lu and Chen</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Li, Lu, Wang, Wang, Li, Lu and Chen</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Most experiments show that gas hydrates are often enriched in C<sub>2+</sub> gases relative to the feeding gas source because of fractionation during hydrate crystallization directly from free gases and dissolved gases. However, sediments below and near the base of the gas hydrate stability zone (BGHSZ) in many ocean drilling program (ODP)/International Ocean Discovery Program (IODP) sites are relatively enriched in C<sub>2+</sub> hydrocarbon gases, compared with the hydrate-occurring zone above. It is still unclear what kind of process causes the abrupt decreases in C<sub>1</sub>/C<sub>2+</sub> ratios with the depth in headspace gas in sediments around seismic bottom-simulating reflector (BSR) and increasing upward C<sub>1</sub>/C<sub>2</sub> ratios in the hydrate-occurring zone. To test the &#x201c;dissolution/migration mechanism&#x201d; and its links to the enrichment of ethane near the BSR and increasing upward C<sub>1</sub>/C<sub>2</sub> ratios in the hydrate-occurring zone, we performed a series of pore-scale experimental observations, simulating the gas dissolution&#x2013;migration&#x2013;hydration processes, and investigated the effects of the composition of feeding gases and temperatures on the composition of the hydrate grown under the dissolution&#x2013;migration mechanism. Hydrates are grown from aqueous fluids supplied by the migration of gases dissolved from the capillary-trapped free gas in a capillary high-pressure optical cell, with different supplying gases (90&#xa0;mol%&#xa0;CH<sub>4</sub>&#xa0;+&#xa0;10&#xa0;mol%&#xa0;C<sub>2</sub>H<sub>6</sub>, 80 mol%&#xa0;CH<sub>4</sub>&#xa0;+&#xa0;20&#xa0;mol%&#xa0;C<sub>2</sub>H<sub>6</sub>) and a geothermal gradient (temperature from 278.15 to 293.15&#xa0;K). The gas hydrate structure and composition were determined by quantitative Raman spectroscopy. Our study indicated that (1) under the dissolution&#x2013;migration&#x2013;hydration processes, the mole fraction of C<sub>2</sub>H<sub>6</sub> in hydrates is depleted compared with gas sources, which confirms that the dissolution&#x2013;migration of gases is a mechanism to enrich ethane near the BSR; (2) the proportion of C<sub>2</sub>H<sub>6</sub> in structure I (sI) or structure II (sII) hydrates decreases with decreasing temperature, and decreasing temperature enlarges the difference of diffusion coefficient between methane and ethane and enhances the gas fractionation during migration, which could cause the increase upwardly C<sub>1</sub>/C<sub>2</sub> ratios in the hydrate-occurring zone. A simplified geological model was proposed to explain the variability of hydrate composition with depth in the hydrate-occurring zone and the fractionation of gases near the BSR.</p>
</abstract>
<kwd-group>
<kwd>gas hydrate composition</kwd>
<kwd>gas source</kwd>
<kwd>methane and ethane</kwd>
<kwd>gas fractionation</kwd>
<kwd>Raman spectroscopy</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="4"/>
<equation-count count="3"/>
<ref-count count="50"/>
<page-count count="11"/>
<word-count count="6917"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Natural gas hydrates are ice-like crystallites, formed and preserved in conditions of high pressure and low temperature, which exist extensively in marine sediments at deep-sea continental margins (<xref ref-type="bibr" rid="B7">Hester et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B11">Kida et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B12">Klapp et&#xa0;al., 2010a</xref>), in permafrost areas (<xref ref-type="bibr" rid="B25">Lu et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B18">Liu et&#xa0;al., 2016</xref>), and in deep lakes (<xref ref-type="bibr" rid="B10">Khlystov et&#xa0;al., 2013</xref>).</p>
<p>In natural geological environments, gas hydrates can form three different structures [structure I (sI) or structure II (sII), and H], which contain gas hydrocarbon molecules such as methane (C<sub>1</sub>), ethane (C<sub>2</sub>), propane (C<sub>3</sub>), etc. (<xref ref-type="bibr" rid="B39">Sloan, 2003</xref>; <xref ref-type="bibr" rid="B40">Sloan, 2008</xref>). Methane is the dominant hydrocarbon gas in these gas hydrates (<xref ref-type="bibr" rid="B7">Hester et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B11">Kida et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B19">Liu et&#xa0;al., 2015</xref>) and ethane is the second most important component (<xref ref-type="bibr" rid="B12">Klapp et&#xa0;al., 2010a</xref>), accounting for up to 17% of hydrate composition (<xref ref-type="bibr" rid="B17">Liang et&#xa0;al., 2019</xref>).</p>
<p>Hydrates are often enriched in C<sub>2+</sub> gases relative to void and the pressure core sampler (PCS) gases  (<xref ref-type="bibr" rid="B26">Milkov et&#xa0;al., 2004</xref>). However, sediments near the base of the gas hydrate stability zone are relatively enriched in C<sub>2+</sub> hydrocarbon gases (<xref ref-type="bibr" rid="B26">Milkov et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B30">Paganoni et&#xa0;al., 2016</xref>), leading to an abrupt decrease in C<sub>1</sub>/C<sub>2+</sub> ratios in headspace gas in sediments around the bottom-simulating reflector (BSR), which has been termed the &#x201c;geochemical BSR&#x201d; (<xref ref-type="bibr" rid="B49">Whiticar et&#xa0;al., 1995</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). In the hydrate-occurring zone, there is a general trend for the ratio of methane to ethane and heavier hydrocarbons (C<sub>1</sub>/C<sub>2+</sub>) to reduce with depth (<xref ref-type="bibr" rid="B26">Milkov et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B34">Plaza-Faverola et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B48">Wei et&#xa0;al., 2021</xref>). As the geochemical processes that occur in the sediments around the depth of the BSR are poorly understood, it is unclear what kind of process could cause ethane enrichment near the BSR and increasing upward C<sub>1</sub>/C<sub>2</sub> ratios in the hydrate-occurring zone.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Gas fractionation near and above the bottom-simulating reflector (BSR). C<sub>1</sub>/C<sub>2</sub> ratio in gas voids (open circles) and PCS gases (black triangles) and C<sub>1</sub>/C<sub>2</sub> ratio in hydrates at sites 1,247, ODP Leg 204 (<xref ref-type="bibr" rid="B26">Milkov et&#xa0;al., 2004</xref>); blue indicates C<sub>1</sub>/C<sub>2</sub> ratio in gas voids at NW Borneo (<xref ref-type="bibr" rid="B30">Paganoni et&#xa0;al., 2016</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1091549-g001.tif"/>
</fig>
<p>Most experiments show that gas hydrates are often enriched in C<sub>2+</sub> gases relative to the feeding gas source. Subramanian (<xref ref-type="bibr" rid="B41">Subramanian et&#xa0;al., 2000</xref>) studied the influence of feed gas composition, consisting of different mixtures of CH<sub>4</sub> and C<sub>2</sub>H<sub>6</sub>, on hydrate structure and composition at three-phase equilibrium [aqueous solution of water (L<sub>W</sub>)&#x2013; hydrate (H)&#x2013;pure vapor phase (V)] conditions and 274.2&#xa0;K using Raman and nuclear magnetic resonance (NMR) spectroscopic techniques in the laboratory. They found evidence of a change in hydrate structure from sI to sII in between 72.2 and 75&#xa0;mol% methane in vapor, which was associated with a 20% change in hydrate composition. In addition, they also showed that the ethane component in mixed hydrates was also higher than in original feed gases. Another experiment conducted by Uchida (<xref ref-type="bibr" rid="B44">Uchida et&#xa0;al., 2002</xref>) indicated that ethane was enriched in both sI and sII hydrates formed at 150&#xa0;K and 1&#x2013;3&#xa0;MPa. Seo (<xref ref-type="bibr" rid="B38">Seo et&#xa0;al., 2009</xref>) found that heavy hydrocarbon molecules of natural gas preferentially occupied large cages of sII hydrates formed by finite methane&#x2013;ethane&#x2013;propane&#x2013;iso-butane gases (CH<sub>4</sub>&#x2013;C<sub>2</sub>H<sub>6</sub>&#x2013;C<sub>3</sub>H<sub>8</sub>&#x2013;<italic>i</italic>-C<sub>4</sub>H<sub>10</sub>), resulting in the enrichment of heavy hydrocarbons in the hydrate phase.</p>
<p>Until now, there has been no experimental or numerical simulation work to explain why there are often abrupt decreases in C<sub>1</sub>/C<sub>2+</sub> ratios with depth in headspace gas in sediments around the BSR. Upward migration of gases from the base of the gas hydrate stability zone (BGHSZ) (as well as the corresponding BSR) through the sediment is linked to the concentration of gases in the hydrate-occurring zone. Brown (<xref ref-type="bibr" rid="B2">Brown et&#xa0;al., 1996</xref>) proposed a &#x201c;dissolution&#x2013;diffusion mechanism&#x201d;: below the BGHSZ, the bubbles trapped in sediments by capillary forces in the free gas zone must continually dissolve, and methane and ethane in solution are transported upward and incorporated into the hydrate layer. Such &#x201c;dissolution&#x2013;migration&#x2013;hydration&#x201d; processes could happen in most marine environments, especially at sites with a low flux of upward migration near the BGHSZ.</p>
<p>To test the &#x201c;dissolution&#x2013;migration&#x2013;hydration mechanism&#x201d; and the links to the enrichment of ethane near the BSR and increasing upward C<sub>1</sub>/C<sub>2</sub> ratios in the hydrate-occurring zone, we performed a series of pore-scale experimental observations, simulating the dissolution&#x2013;diffusion of gas molecules from a free gas zone and migration in aqueous solution for the growth of hydrate, and studying the fractionation of methane and ethane during the process. The structure and composition of mixed gas hydrates were investigated by <italic>in situ</italic> Raman spectroscopy. The effects of feed gases and temperatures on the composition and structure of the corresponding hydrates were investigated.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Experimental section</title>
<sec id="s2_1">
<label>2.1</label>
<title>Experimental apparatus and materials</title>
<p>A capillary high-pressure optical cell (HPOC) (<xref ref-type="bibr" rid="B22">Lu et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B3">Caumon et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B29">Ou et&#xa0;al., 2016</xref>) in combination with a Linkam CAP500 heating&#x2013;cooling stage was used to simulate and observe the hydrate growing processes, supplied by gas migration in aqueous solution from the dissolution of free gas. The HPOC was constructed from a fused-silica capillary tube with an outer diameter (OD) of 375&#xa0;&#x3bc;m, an inner diameter (ID) of 50&#xa0;&#x3bc;m, and a length of around 25&#xa0;cm. To prepare the sample, we loaded a section of ultrapure water (about 10&#xa0;mm in length) into the sealed end of the capillary cell, then connected the other end to the pipeline with the feed gases and pressure pump. The capillary cell was inserted into the sample chamber of the heating&#x2013;cooling stage for temperature control and Raman spectroscopic measurements, where the temperature could be maintained with an accuracy of &#xb1;&#xa0;0.1&#xa0;K from 273 to 373&#xa0;K. The pressure in the cell could be adjusted by the pressure generator and measured by a full-scale pressure gauge (Setra 206 digital pressure transducer with a Datum 2000 manometer, accurate to &#xb1;&#xa0;0.14%). The experimental apparatus has been reported in previous studies. (<xref ref-type="bibr" rid="B21">Lu et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B6">Guo et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B24">Lu et&#xa0;al., 2013</xref>).</p>
<p>The water used was ultra-purified in the laboratory with a resistivity of 18.24&#xa0;M&#x3a9;&#xb7;cm. Three different mixed CH<sub>4</sub> and C<sub>2</sub>H<sub>6</sub> gas cylinders, obtained from Wuhan Iron &amp; Steel Group Gas Co. Ltd, were used and the compositions (5.08&#xa0;mol%&#xa0;C<sub>2</sub>H<sub>6</sub>&#xa0;+&#xa0;94.92&#xa0;mol%&#xa0;CH<sub>4</sub>, 10.18&#xa0;mol%&#xa0;C<sub>2</sub>H<sub>6</sub>&#xa0;+&#xa0;89.82&#xa0;mol%&#xa0;CH<sub>4</sub>, and 20.12&#xa0;mol%&#xa0;C<sub>2</sub>H<sub>6&#xa0;</sub>+&#xa0;79.88&#xa0;mol%&#xa0;CH<sub>4</sub>) were analyzed by gas chromatography before the experiment.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Experimental procedures and methods</title>
<sec id="s2_2_1">
<label>2.2.1</label>
<title>Growing hydrate from aqueous fluids supplied by the migration of gases dissolved from the capillary-trapped free gas</title>
<p>To simulate the dissolution&#x2013;diffusion of gas molecules from the free gas zone, and migration in an aqueous solution for the growth of hydrate, we used the following procedures. First, the capillary cell (with a section of pure water loaded in its closed end) and pipeline were evacuated. Second, mixed methane and ethane gas were loaded into the pressure line and cell, and then pressurized to 30&#xa0;MPa by a pressure generator; this pressure was maintained for several days to ensure that the mixed gas diffused into the ultrapure water in the capillary cell. Hydrates were nucleated in the solution near the closed end of the optical cell by placing about 5&#xa0;mm of the cell in the heating&#x2013;cooling stage and adjusting the temperature to 243&#xa0;K for a few minutes. The sample areas of the capillary cell were then warmed to the target temperature (above 273.15&#xa0;K to avoid possible ice) to ensure the formation of a single hydrate crystal at 30&#xa0;MPa. During the growth of the hydrate, guest molecules (methane and ethane) were supplied through diffusion in the aqueous phase from the vapor&#x2013;aqueous solution interface, and the hydrate was grown for 2&#x2013;5 days (i.e., a minimum of 48&#xa0;h and maximum of 126&#xa0;h) to achieve a long column of hydrate for Raman spectroscopic observation (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The dissolution&#x2013;migration&#x2013;hydration process near the bottom-simulating reflector (BSR). <bold>(A)</bold> In a submarine environment, the growth of the hydrate was supplied by guest molecules (i.e., methane and ethane) through diffusion in the aqueous phase from the vapor&#x2013;aqueous solution interface near the base of the gas hydrate stability zone (BGHSZ). <bold>(B)</bold> Hydrates were grown from aqueous fluids supplied by the gases dissolved from the capillary-trapped free gas in a capillary high-pressure optical cell. Yellow arrows indicate the direction of gas migration. The shadow corner line is the boundary between hydrate and water solution, indicating growth direction.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1091549-g002.tif"/>
</fig>
<p>To investigate the effects of temperature and the feed gas composition on the composition and structure of mixed gas hydrates grown from the solution, experiments were performed at four temperatures, 278.15, 283.15, 288.15, and 293.15&#xa0;K, at 30&#xa0;MPa, with two different mixtures of methane and ethane at each temperature and pressure condition.</p>
</sec>
<sec id="s2_2_2">
<label>2.2.2</label>
<title>Determining the hydrate composition <italic>via</italic> the hydrate-dissociated gas columns</title>
<p>The composition of hydrates cannot be determined directly by Raman spectroscopy. In order to acquire the composition of hydrates, the hydrates were heated to 298.15&#xa0;K at 30&#xa0;MPa (with a heating rate of 50&#xb0;C/min) and rapidly dissociated into free gas and water columns (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The composition of the hydrate-dissociated gas columns was then measured by Raman spectroscopy in a very short space of time. The average composition of the hydrate-dissociated gas was considered to be the same as the composition of the original hydrate, as the standard deviation between the measured values of composition was small.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Gas column decomposed from hydrate after heating for quantitative Raman spectroscopic study.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1091549-g003.tif"/>
</fig>
</sec>
<sec id="s2_2_3">
<label>2.2.3</label>
<title>Quantitative Raman measurements of mixed methane and ethane gas</title>
<p>Raman scattering cross-sections are related to the specific Raman-active species and may be affected by molecular interactions. Instrumental efficiency varies with the instrumental settings, so Raman spectroscopic measurements and the Raman quantification factor of pure mixed methane and ethane gas with the same instrumental settings was necessary. Raman intensity is positively correlated with the number of molecules, as described in previous works (<xref ref-type="bibr" rid="B23">Lu et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B21">Lu et&#xa0;al., 2008</xref>). For Raman-active species <italic>a</italic> and <italic>b</italic> in the gas phase, their relative concentrations, <italic>X<sub>r</sub>
</italic> (e.g., mole or mol%), are related to their Raman peak area <italic>A<sub>S</sub>
</italic> and Raman peak height <italic>H<sub>S</sub>
</italic>. The same method was used to estimate hydrate compositions for the CH<sub>4</sub> and CO<sub>2</sub> system (<xref ref-type="bibr" rid="B42">Sum et&#xa0;al., 1997</xref>). In this study, the relationship between the peak heights ratio (<italic>HR</italic>) of methane and ethane and mole fraction ratios of the gases at 30&#xa0;MPa, at temperatures from 278.15 to 298.15&#xa0;K, was established by the formula:</p>
<disp-formula>
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<mml:msub>
<mml:mi>&#x3b7;</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>=</mml:mo>
<mml:mo stretchy="false">(</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo stretchy="false">(</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula>
<label>(2)</label>
<mml:math display="block" id="M2">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>=</mml:mo>
<mml:mo stretchy="false">(</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>H</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>H</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo stretchy="false">(</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula>
<label>(3)</label>
<mml:math display="block" id="M3">
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mi>K</mml:mi>
<mml:mo>&#xb7;</mml:mo>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>H</mml:mi>
<mml:mi>R</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>The specific nomenclatures are shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Overall nomenclatures in this section.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Nomenclatures</th>
<th valign="top" align="center"/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>a</italic>
</td>
<td valign="top" align="left">Methane</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>b</italic>
</td>
<td valign="top" align="left">Ethane</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>H</italic>
</td>
<td valign="top" align="left">Raman peak height</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>X</italic>
</td>
<td valign="top" align="left">Mole fraction of component in the gas phase</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>&#x3c3;</italic>
</td>
<td valign="top" align="left">Raman scattering cross-section</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>&#x3b7;</italic>
</td>
<td valign="top" align="left">Instrumental efficiency</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>F</italic>
</td>
<td valign="top" align="left">Raman quantification factor</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>X<sub>r</sub>
</italic>
</td>
<td valign="top" align="left">The relative concentrations in the gas phase</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>K</italic>
</td>
<td valign="top" align="left">Coefficient of relative concentrations and Raman peak height ratio</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>HR</italic>
</td>
<td valign="top" align="left">Raman peak height ratio</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_2_4">
<label>2.2.4</label>
<title>Raman spectra collection and calculating the peak area and heights</title>
<p>Raman spectra of hydrate and the dissociation gas were acquired by a JY/Horiba LabRam HR Raman system, using a 532.06&#xa0;nm [frequency-doubled neodymium-doped yttrium aluminum garnet (Nd : YAG)] laser excitation with an output laser power of approximately 45&#xa0;mW, at a 20&#xd7; long-work-distance Olympus objective with a 0.5 numerical aperture, and an 1,800 groove/mm grating with a spectral resolution of about 1&#xa0;cm<sup>&#x2013;1</sup>. Raman shifts were calibrated with the spectrum of the neon emission during the measurement, ranging from 2,720 to 3,080&#xa0;cm<sup>&#x2013;1</sup>, which covers the C&#x2013;H stretching vibration of methane and Fermi resonance doublet bands of ethane in hydrate s I and s II cages (<xref ref-type="bibr" rid="B12">Klapp et&#xa0;al., 2010a</xref>; <xref ref-type="bibr" rid="B13">Klapp et&#xa0;al., 2010b</xref>). Peak area and peak heights of CH<sub>4</sub> and C<sub>2</sub>H<sub>6</sub> for hydrate were calculated using a Gaussian and Lorentzian function by NGSLabSpec software (<xref ref-type="bibr" rid="B24">Lu et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B28">Ou et&#xa0;al., 2015</xref>).</p>
</sec>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Relationship between peak height ratio (<italic>HR</italic>) of methane and ethane and mole fraction ratios of the gases</title>
<p>
<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref> shows the relationship between the peak height ratio (HR) of methane and ethane and mole fraction ratios of the gases, and the calibration curve for the CH<sub>4</sub> and C<sub>2</sub>H<sub>6</sub> system at 30&#xa0;MPa and different temperatures that was then constructed. All data used in this figure were obtained at 273.15, 278.15, 283.15, 288.15, 293.15, and 298.15&#xa0;K. The peak HRs of CH<sub>4</sub> and C<sub>2</sub>H<sub>6</sub> were well fitted by a linear function of vapor mole fraction ratios (X(C<sub>2</sub>H<sub>6</sub>)/X(CH<sub>4</sub>)), with a correlation coefficient over 0.9978, which showed good agreement with the results obtained by Subramanian (<xref ref-type="bibr" rid="B41">Subramanian et&#xa0;al., 2000</xref>). The calibration curve was further used to determine the composition of feed gas and the hydrate decomposition gases.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Calibration curve for the CH<sub>4</sub> and C<sub>2</sub>H<sub>6</sub> system based on vapor mixtures at 30&#xa0;MPa. The ordinate is the Raman peak height ratios. The abscissa is the mole fraction ratios of CH<sub>4</sub> and C<sub>2</sub>H<sub>6</sub> gas. The linear functions&#x2019; corresponding temperatures are indicated.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1091549-g004.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Raman spectra characteristics and distinguishing sI and sII hydrate</title>
<p>For each hydrate crystal, at least three locations were selected for Raman spectra measurements. <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref> shows the corrected representative Raman spectra of the mixed gas hydrates in the regions between 2,800&#xa0;cm<sup>&#x2013;1</sup> and 3,000&#xa0;cm<sup>&#x2013;1</sup> covering the C&#x2013;H stretching vibrations in hydrates. The Raman spectra are reliable for the identification of hydrate structures (<xref ref-type="bibr" rid="B41">Subramanian et&#xa0;al., 2000</xref>), and the measured and assigned Raman band positions of C&#x2013;H symmetric stretching are listed in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Raman spectra of the mixed gas hydrate samples in the regions between 2,800&#xa0;cm<sup>&#x2013;1</sup> and 3,000&#xa0;cm<sup>&#x2013;1</sup>. Sample number and corresponding experimental temperature are marked. <bold>(A)</bold> Raman spectra of the C&#x2013;H region for structure I (sI) hydrate samples (A1, A2, A3, A4, and B2); and <bold>(B)</bold> Raman spectra of the C&#x2013;H region for structure II (sII) hydrate samples (B1, B3, and B4).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1091549-g005.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Assigned and measured Raman shifts in different hydrates based on literature data.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Component</th>
<th valign="middle" align="center">Cavity type</th>
<th valign="middle" align="center">
<italic>v<sub>measured</sub>
</italic> (cm<sup>&#x2013;1</sup>)</th>
<th valign="middle" align="center">
<italic>v<sub>literature</sub>
</italic> (cm<sup>&#x2013;1</sup>)</th>
<th valign="middle" align="center">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="4" align="left">CH<sub>4</sub>
</td>
<td valign="middle" align="center">sI large cage</td>
<td valign="middle" align="center">2,904</td>
<td valign="middle" align="center">2,905</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B42">Sum et&#xa0;al., 1997</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">sII large cage</td>
<td valign="middle" align="center">2,903</td>
<td valign="middle" align="center">2,904</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B42">Sum et&#xa0;al., 1997</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">sI small cage</td>
<td valign="middle" align="center">2,914</td>
<td valign="middle" align="center">2,915</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B27">Murshed and Kuhs, 2009</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">sII small cage</td>
<td valign="middle" align="center">2,913</td>
<td valign="middle" align="center">2,914</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B27">Murshed and Kuhs, 2009</xref>)</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="left">C<sub>2</sub>H<sub>6</sub>
</td>
<td valign="middle" align="center">sI large cage</td>
<td valign="middle" align="center">2,891, 2946</td>
<td valign="middle" align="center">2,891, 2,946</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B41">Subramanian et&#xa0;al., 2000</xref>)</td>
</tr>
<tr>
<td valign="middle" align="center">sII large cage</td>
<td valign="middle" align="center">2,886, 2,942</td>
<td valign="middle" align="center">2,887, 2,942</td>
<td valign="middle" align="center">(<xref ref-type="bibr" rid="B41">Subramanian et&#xa0;al., 2000</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>sI, structure I; sII, structure II.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Logically, all the Raman characteristic signatures of C&#x2013;H symmetric stretching for hydrates can be used as the judgment of hydrate structure, but the difference in the Raman shifts characteristics of CH<sub>4</sub> in sI and sII hydrates is very small, with only one difference of wavenumber. Therefore, the Raman stretching vibration band frequencies of C<sub>2</sub>H<sub>6</sub> molecules in hydrates can be a useful index for determining the hydrate structures, with four differences of wavenumber (<xref ref-type="bibr" rid="B41">Subramanian et&#xa0;al., 2000</xref>). The ratio of the number of large cages (LC) to the number of small cages (SC) in sI and sII hydrates is 3:1 and 1:2, respectively. If all the cages are occupied, the Raman peaks area intensity ratio (PAR) of CH<sub>4</sub> in the LC to SC (I<sub>MLC</sub>/I<sub>MSC</sub>) should be 3 and 0.5 for sI and sII hydrates, respectively (<xref ref-type="bibr" rid="B48">Wei et&#xa0;al., 2021</xref>). Therefore, the above two Raman spectra characteristics can mutually support the hydrate structures  (<xref ref-type="bibr" rid="B13">Klapp et&#xa0;al., 2010b</xref>).</p>
<p>Between 2,800&#xa0;cm<sup>&#x2013;1</sup> and 3,000&#xa0;cm<sup>&#x2013;1</sup>, two patterns of Raman spectra can be distinguished. <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref> shows the first pattern of Raman spectra, that for hydrate samples A1, A2, A3, A4, and B2. There are two distinct strong peaks for CH<sub>4</sub> and a weak peak (&#x3bd;<sub>2</sub>) for C<sub>2</sub>H<sub>6</sub> molecules (at about 2,946&#xa0;cm<sup>&#x2013;1</sup>). The Raman spectra signature (&#x3bd;<sub>1</sub>), located at 2,891&#xa0;cm<sup>&#x2013;1</sup>, was very feeble and could be fitted only with the use of software. <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref> shows the second pattern of Raman spectra, that for hydrate samples B1, B3, and B4. In this case, there are two distinct strong peaks for CH<sub>4</sub> molecules and two weak peaks (&#x3bd;<sub>1</sub> and &#x3bd;<sub>2</sub>) for C<sub>2</sub>H<sub>6</sub> molecules (at 2,886&#xa0;cm<sup>&#x2013;1</sup> and 2,942&#xa0;cm<sup>&#x2013;1</sup>, respectively), with lower wavenumbers. Note that the Raman peaks for C<sub>2</sub>H<sub>6</sub> molecules located at 2,891&#xa0;cm<sup>&#x2013;1</sup> and 2,946&#xa0;cm<sup>&#x2013;1</sup> are assigned to the C<sub>2</sub>H<sub>6</sub> engaged in the large cavities of the sI hydrate, whereas the Raman peaks for the C<sub>2</sub>H<sub>6</sub> molecules that occur 2,887&#xa0;cm<sup>&#x2013;1</sup> and 2,942&#xa0;cm<sup>&#x2013;1</sup> were reported by previous researchers to be an indication of C<sub>2</sub>H<sub>6</sub> engaged in the large cavities of the sII hydrate (<xref ref-type="bibr" rid="B27">Murshed and Kuhs, 2009</xref>; <xref ref-type="bibr" rid="B13">Klapp et&#xa0;al., 2010b</xref>; <xref ref-type="bibr" rid="B42">Sum et&#xa0;al., 1997</xref>). Therefore, we considered hydrate samples A1, A2, A3, A4, and B2, exhibiting the first pattern of Raman spectra, to be sI hydrates, and hydrate samples B1, B3, and B4, exhibiting the second pattern of Raman spectra, to be sII hydrates. The weak signature of C&#x2013;H shifts of ethane for sI hydrates might be due to the relatively low cage occupancies of ethane in large cages, which could lead to the deviation of the Raman spectra signature (&#x3bd;<sub>1</sub>) in the fitting procedure. The shapes of the Raman spectra obtained for sII hydrates in this work are consistent with that of the methane and ethane hydrate formed in Monterey Bay (1,024&#xa0;m, 278&#xa0;K) (<xref ref-type="bibr" rid="B8">Hester et&#xa0;al., 2006</xref>).</p>
<p>In addition, Raman spectra of the &#x3bd;<sub>1</sub> and &#x3bd;<sub>2</sub> C&#x2013;H stretch of C<sub>2</sub>H<sub>6</sub> for mixed gas hydrates and Raman PARs of CH<sub>4</sub> in the LC to SC (I<sub>MLC</sub>/I<sub>MSC</sub>) are demonstrated in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>, which corresponds to the Raman spectra of the first and second patterns in <xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5A, B</bold>
</xref>. The Raman peak positions of ethane in C&#x2013;H regions for sII hydrates were lower than those of ethane for sI hydrates (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The Raman PARs of CH<sub>4</sub> in the LC to SC (I<sub>MLC</sub>/I<sub>MSC</sub>) for hydrate samples A1&#x2013;A4 and B2 were 3.41, 3.26, 3.11, 3.02, and 3.13, respectively, and I<sub>MLC</sub>/I<sub>MSC</sub> for hydrate samples B1, B3, B4, and C1 was 0.41, 0.24, 0.24, and 0.17, respectively. Hence, we concluded that the hydrate samples A1&#x2013;A4 and B2 were sI hydrates, and hydrate samples B1, B3, B4, and C1 were sII hydrates. The Raman PAR of CH<sub>4</sub> in the LC to SC for sI hydrates (red point in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>) was greater than 3.0, which might be attributed to relatively high occupancies of methane in large cages for sI hydrates. Meanwhile, I<sub>MLC</sub>/I<sub>MSC</sub> for sI hydrates decreased from 3.4 to 3.0 with a rise in temperature, which indicated that ethane had a preference to enter the large cages for sI hydrates with increasing temperature. By contrast, I<sub>MLC</sub>/I<sub>MSC</sub> for sII hydrates was smaller than 0.5; a reasonable explanation is that the relatively high cage occupancies of ethane for sII hydrates led to a decrease in the occupancies of methane in large cages, and the small cages were almost fully occupied by methane. From the limited data available for sII hydrate samples, no distinct conclusions could be drawn on the effect of temperature on the I<sub>MLC</sub>/I<sub>MSC</sub> for sII hydrates, but it could be seen that there was a significant decrease in I<sub>MLC</sub>/I<sub>MSC</sub>, from 0.41 to 0.24, when the temperature changed from 278.15 to 288.15&#xa0;K, which was probably caused by the decrease in cage occupancies for methane in small cages.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Raman spectra of the &#x3bd;<sub>1</sub> and &#x3bd;<sub>2</sub> C&#x2013;H stretch of ethane for mixed hydrates and Raman peaks area intensity ratios (PARs) of CH<sub>4</sub> in the large cages (LC) to small cages (SC) (I<sub>MLC</sub>/I<sub>MSC</sub>). Black points and line segments correspond to structure I (sI) hydrate samples A1, A2, A3, A4, and B2. Gray points and line segments correspond to structure II (sII) hydrate samples B1, B3, and B4, with lower wavenumbers. The red dots marked with the sample number correspond to the red coordinate axis on the right, and the blue dots marked with the sample number correspond to the blue coordinate axis on the right.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1091549-g006.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Cage occupancies of the mixed gas hydrates</title>
<p>We calculated the cage occupancies of hydrates and hydration numbers (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>) using Raman spectroscopic analysis (<xref ref-type="bibr" rid="B42">Sum et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B41">Subramanian et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B14">Kumar et&#xa0;al., 2008</xref>). The calculated hydration numbers are in agreement with previously reported values, which range from 5.8 to 6.3 (<xref ref-type="bibr" rid="B36">Ripmeester and Ratcliffe, 1988</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>| The experimental pressure and temperature, feed gas composition, hydrate structure, hydrate composition, cage occupancies, and hydration number of hydrates in this work.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Trial number</th>
<th valign="middle" rowspan="2" align="center">P(MPa)</th>
<th valign="middle" rowspan="2" align="center">T (K)</th>
<th valign="middle" colspan="2" align="center">Feed gas composition</th>
<th valign="middle" rowspan="2" align="center">STDEV</th>
<th valign="middle" rowspan="2" align="center">Hydrate structure</th>
<th valign="middle" colspan="2" align="center">Hydrate phase composition</th>
<th valign="middle" colspan="2" align="center">Methane cage occupancies</th>
<th valign="middle" align="center">Ethane cage occupancies</th>
<th valign="middle" rowspan="2" align="center">Hydration number</th>
<th valign="middle" rowspan="2" align="center">STDEV</th>
</tr>
<tr>
<th valign="middle" align="center">Methane (mol%)</th>
<th valign="middle" align="center">Ethane (mol%)</th>
<th valign="middle" align="center">Methane (mol%)</th>
<th valign="middle" align="center">Ethane (mol%)</th>
<th valign="middle" align="center">&#x3b8;<italic>
<sub>S</sub>
</italic>
<sub>&#x2013;</sub>
<italic>
<sub>M</sub>
</italic>
</th>
<th valign="middle" align="center">&#x3b8;<italic>
<sub>L</sub>
</italic>
<sub>&#x2013;</sub>
<italic>
<sub>M</sub>
</italic>
</th>
<th valign="middle" align="center">&#x3b8;<italic>
<sub>L</sub>
</italic>
<sub>&#x2013;E</sub>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">A1</td>
<td valign="middle" align="center">30.0</td>
<td valign="middle" align="center">278.15</td>
<td valign="middle" align="center">88.19</td>
<td valign="middle" align="center">11.81</td>
<td valign="middle" align="center">0.004369</td>
<td valign="middle" align="center">SI</td>
<td valign="middle" align="center">93.47</td>
<td valign="middle" align="center">6.53</td>
<td valign="middle" align="center">0.8482</td>
<td valign="middle" align="center">0.7868</td>
<td valign="middle" align="center">0.2132</td>
<td valign="middle" align="center">5.98</td>
<td valign="middle" align="center">0.001990</td>
</tr>
<tr>
<td valign="middle" align="left">A2</td>
<td valign="middle" align="center">30.0</td>
<td valign="middle" align="center">283.15</td>
<td valign="middle" align="center">88.50</td>
<td valign="middle" align="center">11.50</td>
<td valign="middle" align="center">0.001878</td>
<td valign="middle" align="center">SI</td>
<td valign="middle" align="center">92.54</td>
<td valign="middle" align="center">7.46</td>
<td valign="middle" align="center">0.8680</td>
<td valign="middle" align="center">0.7598</td>
<td valign="middle" align="center">0.2402</td>
<td valign="middle" align="center">5.95</td>
<td valign="middle" align="center">0.001813</td>
</tr>
<tr>
<td valign="middle" align="left">A3</td>
<td valign="middle" align="center">30.0</td>
<td valign="middle" align="center">288.15</td>
<td valign="middle" align="center">88.51</td>
<td valign="middle" align="center">11.49</td>
<td valign="middle" align="center">0.001015</td>
<td valign="middle" align="center">SI</td>
<td valign="middle" align="center">92.42</td>
<td valign="middle" align="center">7.58</td>
<td valign="middle" align="center">0.8990</td>
<td valign="middle" align="center">0.7546</td>
<td valign="middle" align="center">0.2454</td>
<td valign="middle" align="center">5.90</td>
<td valign="middle" align="center">0.001152</td>
</tr>
<tr>
<td valign="middle" align="left">A4</td>
<td valign="middle" align="center">30.0</td>
<td valign="middle" align="center">293.15</td>
<td valign="middle" align="center">88.20</td>
<td valign="middle" align="center">11.80</td>
<td valign="middle" align="center">0.001437</td>
<td valign="middle" align="center">SI</td>
<td valign="middle" align="center">90.23</td>
<td valign="middle" align="center">9.77</td>
<td valign="middle" align="center">0.8981</td>
<td valign="middle" align="center">0.6980</td>
<td valign="middle" align="center">0.3020</td>
<td valign="middle" align="center">5.90</td>
<td valign="middle" align="center">0.001630</td>
</tr>
<tr>
<td valign="top" align="left">B1</td>
<td valign="middle" align="center">30.0</td>
<td valign="middle" align="center">278.15</td>
<td valign="middle" align="center">78.82</td>
<td valign="middle" align="center">21.18</td>
<td valign="middle" align="center">0.004088</td>
<td valign="middle" align="center">SII</td>
<td valign="middle" align="center">85.43</td>
<td valign="middle" align="center">14.57</td>
<td valign="middle" align="center">0.9089</td>
<td valign="middle" align="center">0.6299</td>
<td valign="middle" align="center">0.3701</td>
<td valign="top" align="center">6.03</td>
<td valign="middle" align="center">0.006707</td>
</tr>
<tr>
<td valign="middle" align="left">B2</td>
<td valign="middle" align="center">30.0</td>
<td valign="middle" align="center">283.15</td>
<td valign="middle" align="center">78.73</td>
<td valign="middle" align="center">21.27</td>
<td valign="middle" align="center">0.001510</td>
<td valign="middle" align="center">SI</td>
<td valign="middle" align="center">88.66</td>
<td valign="middle" align="center">11.34</td>
<td valign="middle" align="center">0.8584</td>
<td valign="middle" align="center">0.6639</td>
<td valign="middle" align="center">0.3361</td>
<td valign="middle" align="center">5.96</td>
<td valign="middle" align="center">0.001405</td>
</tr>
<tr>
<td valign="top" align="left">B3</td>
<td valign="middle" align="center">30.0</td>
<td valign="middle" align="center">288.15</td>
<td valign="middle" align="center">78.58</td>
<td valign="middle" align="center">21.42</td>
<td valign="middle" align="center">0.0007334</td>
<td valign="middle" align="center">SII</td>
<td valign="middle" align="center">82.66</td>
<td valign="middle" align="center">17.34</td>
<td valign="middle" align="center">0.9999</td>
<td valign="middle" align="center">0.4794</td>
<td valign="middle" align="center">0.5206</td>
<td valign="top" align="center">5.67</td>
<td valign="middle" align="center">0.001807</td>
</tr>
<tr>
<td valign="top" align="left">B4</td>
<td valign="middle" align="center">30.0</td>
<td valign="middle" align="center">293.15</td>
<td valign="middle" align="center">78.67</td>
<td valign="middle" align="center">21.33</td>
<td valign="middle" align="center">0.003145</td>
<td valign="middle" align="center">SII</td>
<td valign="middle" align="center">81.85</td>
<td valign="middle" align="center">18.15</td>
<td valign="middle" align="center">0.9912</td>
<td valign="middle" align="center">0.4645</td>
<td valign="middle" align="center">0.5355</td>
<td valign="top" align="center">5.70</td>
<td valign="middle" align="center">0.008578</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>P, pressure; T, temperature; STDEV, standard deviation.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>In theory, CH<sub>4</sub> can occupy all the large cavities in all hydrate structures (<xref ref-type="bibr" rid="B42">Sum et&#xa0;al., 1997</xref>) whereas C<sub>2</sub>H<sub>6</sub> molecules can be included only in large cages  (<xref ref-type="bibr" rid="B45">Uchida et&#xa0;al., 2007</xref>). In the sI hydrate samples A1&#x2013;A4 and B2, &#x3b8;<italic>
<sub>L&#x2013;M,sI</sub>
</italic> (CH<sub>4</sub> cage occupancies for sI LC) was equal to, or was close to, &#x3b8;<italic>
<sub>S&#x2013;M,sI</sub>
</italic> (CH<sub>4</sub> cage occupancies for sI SC) and was higher than &#x3b8;<italic>
<sub>L&#x2013;M,sII</sub>
</italic> (CH<sub>4</sub> cage occupancies for sII LC) in sII hydrate samples B1, B3, and B4, which indicated that CH<sub>4</sub> had an advantage over C<sub>2</sub>H<sub>6</sub> in the competition for inclusion in the large cage for sI hydrates. In sII hydrate samples B1, B3, and B4, the small cages were almost fully occupied by CH<sub>4</sub>, and &#x3b8;<italic>
<sub>S&#x2013;M,sII</sub>
</italic> (CH<sub>4</sub> cage occupancies for sII SC) was higher than &#x3b8;<italic>
<sub>S&#x2013;M,sI</sub>
</italic>. Meanwhile, the cage occupancies of C<sub>2</sub>H<sub>6</sub> for the sII hydrates samples suggested that &#x3b8;<italic>
<sub>L&#x2013;E,sII</sub>
</italic> (C<sub>2</sub>H<sub>6</sub> cage occupancies for sII LC) was also higher than that for sI hydrates, which might be the reason for the weak Raman peaks (&#x3bd;<sub>1</sub> and &#x3bd;<sub>2</sub>) for C<sub>2</sub>H<sub>6</sub> in sI hydrates. This cage occupancies phenomenon could reasonably be explained by the guest-to-cavity ratio proposed by Lederhos et&#xa0;al. (<xref ref-type="bibr" rid="B15">Lederhos et&#xa0;al., 1993</xref>). As temperatures increased, the cage occupancies of C<sub>2</sub>H<sub>6</sub> gradually increased; the cage occupancies of CH<sub>4</sub> in large cages were the opposite, which can be attributed to the contribution of ethane to cavity stabilization.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Effect of feeding gas on hydrate composition and structure</title>
<p>Under the dissolution&#x2013;migration&#x2013;hydration processes, the feeding gas source components affect both the composition and structure of the hydrates. The sII hydrates were formed only in the experiment in which the feed gas components contained at least 20.12&#xa0;mol% C<sub>2</sub>H<sub>6</sub>. With this composition of feed gas, sample B2 formed sI hydrate, and other samples, B1, B3, and B4, all formed sII hydrate. At a constant temperature and pressure, we found that the higher the proportion of C<sub>2</sub>H<sub>6</sub> in the feed gas, the higher the concentration of C<sub>2</sub>H<sub>6</sub> in the hydrates (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<p>An important discovery was that the C<sub>2</sub>H<sub>6</sub> concentration in hydrate formed at 30&#xa0;MPa was depleted compared with the feed gas. For example, in samples A1&#x2013;A4 and B1&#x2013;B4, the proportion of C<sub>2</sub>H<sub>6</sub> in the hydrates was lower than that in feed gas; methane-to-ethane ratios (C<sub>1</sub>/C<sub>2</sub>) in hydrates formed in the dissolution&#x2013;migration&#x2013;hydration processes were 1.2 to 2.1 times that of the gas source; this contrasts with the findings of previous studies reporting heavy hydrocarbon enrichment in hydrates crystallized directly from free gases  (<xref ref-type="bibr" rid="B14">Kumar et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B38">Seo et&#xa0;al., 2009</xref>).</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Effect of temperature on hydrate composition</title>
<p>Under the dissolution&#x2013;migration&#x2013;hydration processes, temperature has a significant effect on hydrate composition. For example, by comparing sI hydrate samples A1 (hydrated at 278&#xa0;K) and A4 (hydrated at 293&#xa0;K), and sII hydrates B1 (hydrated at 278&#xa0;K), B3 (hydrated at 288&#xa0;K), and B4 (hydrated at 293&#xa0;K), we found that the proportion of C<sub>2</sub>H<sub>6</sub> in sI hydrate and sII hydrates increased with temperature by 49.6% and 24.6%, respectively (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). The trend of the proportion of C<sub>2</sub>H<sub>6</sub> in hydrate increasing with temperature is consistent with the core data, where temperature increases with the depth under geothermal gradients. For example, core data from samples from the South China Sea show that the C<sub>1</sub>/C<sub>2</sub> ratio in hydrates gradually tends toward a low value with depth (<xref ref-type="bibr" rid="B30">Paganoni et&#xa0;al., 2016</xref>), and core data in many ocean drilling programs (ODP)/International Ocean Discovery Program (IODP) sites (<xref ref-type="bibr" rid="B26">Milkov et&#xa0;al., 2004</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Processes causing the abrupt decrease in C<sub>1</sub>/C<sub>2&#xb1;</sub> ratios in sediments occurred around the BSR</title>
<p>As the core geochemical data indicated (<xref ref-type="bibr" rid="B26">Milkov et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B30">Paganoni et&#xa0;al., 2016</xref>), an abrupt decrease in C<sub>1</sub>/C<sub>2+</sub> ratios in headspace gas in sediments occurred around the BSR, and C<sub>1</sub>/C<sub>2+</sub> ratios in the hydrates, sampled at the South China Sea  (<xref ref-type="bibr" rid="B50">Zhang et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B48">Wei et&#xa0;al., 2021</xref>), tended to be lower at greater depth. Previous researchers have suggested two possible mechanisms to explain this phenomenon. One possible mechanism is the biodegradation of heavy hydrocarbons by microorganisms as sediment depth decreases (<xref ref-type="bibr" rid="B32">Pape et&#xa0;al., 2010</xref>), and the other is the addition of content of heavy hydrocarbons in the deep strata (<xref ref-type="bibr" rid="B37">Sassen et&#xa0;al., 2001</xref>). Neither mechanism can explain why there was an abrupt decrease in C<sub>1</sub>/C<sub>2+</sub> ratios in headspace gas in sediments occurring around the BSR. There should be a specific process only near the depth around the BSR, and the process should be related to the BGHSZ, the boundary of the hydrate-occurring zone, and the free gas zone. According to our experimental observation, the molar fraction of C<sub>2</sub>H<sub>6</sub> in hydrate is depleted compared with gas sources. Gases partitioning occurred throughout the reaction transport process. We propose that the dissolution&#x2013;migration&#x2013;hydration of gases is the mechanism that enriches ethane near the BSR.</p>
<p>Paull (<xref ref-type="bibr" rid="B33">Paull et&#xa0;al., 1993</xref>) proposed a mechanism by which gas could be concentrated by recycling at the BGHSZ. Progressive burial and subsidence through geologic time shifts the BGHSZ upward, such that deep-seated hydrate decomposes and the free gas zone also shifts upward. Some free gas could rise buoyantly upward (permeating fissures in the overlying hydrate stability layer) and be incorporated into the hydrate layer (<xref ref-type="bibr" rid="B4">Cheng et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B1">Bello-Palacios et&#xa0;al., 2022</xref>). However, as proposed by Brown (<xref ref-type="bibr" rid="B2">Brown et&#xa0;al., 1996</xref>), significant residual free gas remains below the gas hydrate stability zone (GHSZ), trapped there by capillary forces. The bubbles in the lower portion of the free gas zone must continually dissolve, and methane and ethane must be transported in pore fluids. Our experimental observations show that gas fractionation occurred between the hydrate and the gas source under &#x201c;dissolution&#x2013;migration&#x2013;hydration&#x201d; processes. This may cause a larger C<sub>1</sub>/C<sub>2+</sub> ratio in gas hydrates relative to the residual free gas below the BGHSZ, which causes the abrupt decrease in C<sub>1</sub>/C<sub>2+</sub> ratios in headspace gas in sediments occurring around the BSR.</p>
<p>To test the &#x201c;dissolution&#x2013;migration mechanism&#x201d; and its links to the enrichment of ethane near the BSR and increasing upward C<sub>1</sub>/C<sub>2</sub> ratios in the hydrate-occurring zone, our experimental observation simulated these processes in a limited time and space. However, dissolved gas migration and gas hydrate formation in marine sediment usually take place over days, or even hundreds to thousands of years. To study the gas fractionation mechanism during the dissolution&#x2013;migration&#x2013;hydration processes, and extend our knowledge to a geologic time and space scale, we first compared the dissolution and diffusion properties of methane and ethane at the typical temperatures and pressures in the GHSZ (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). We then simulated the fractionation during the dissolution&#x2013;diffusion processes (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>) and at last discussed the fractionation during the hydration.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Dissolution behavior of gas mixture and diffusion properties of methane and ethane under the typical temperatures in GHSZ.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Temperature (K)</th>
<th valign="middle" colspan="2" align="center">C<sub>1</sub>/C<sub>2</sub> ratios in aqueous phase equilibrium with mixed gas vapor</th>
<th valign="middle" colspan="2" align="center">Fractionation degree of dissolution relative to the vapor source</th>
<th valign="middle" colspan="2" align="center">Diffusion coefficient (m<sup>2</sup>/s)</th>
<th valign="middle" rowspan="2" align="center">Ratio of diffusion coefficient</th>
</tr>
<tr>
<th valign="middle" align="center">0.9 C<sub>1</sub>&#xa0;+&#xa0;0.1 C<sub>2</sub>
</th>
<th valign="middle" align="center">0.95 C<sub>1</sub>&#xa0;+&#xa0;0.05 C<sub>2</sub>
</th>
<th valign="middle" align="center">0.9 C<sub>1</sub>&#xa0;+&#xa0;0.1 C<sub>2</sub>
</th>
<th valign="middle" align="center">0.95 C<sub>1</sub>&#xa0;+&#xa0;0.05 C<sub>2</sub>
</th>
<th valign="middle" align="center">Methane</th>
<th valign="middle" align="center">Ethane</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">275.15</td>
<td valign="middle" align="center">22.60</td>
<td valign="middle" align="center">45.57</td>
<td valign="middle" align="center">2.51</td>
<td valign="middle" align="center">2.40</td>
<td valign="middle" align="center">7.59 E-10</td>
<td valign="middle" align="center">5.63 E-10</td>
<td valign="middle" align="center">1.35</td>
</tr>
<tr>
<td valign="middle" align="left">278.15</td>
<td valign="middle" align="center">22.23</td>
<td valign="middle" align="center">44.86</td>
<td valign="middle" align="center">2.47</td>
<td valign="middle" align="center">2.36</td>
<td valign="middle" align="center">8.55 E-10</td>
<td valign="middle" align="center">6.44 E-10</td>
<td valign="middle" align="center">1.33</td>
</tr>
<tr>
<td valign="middle" align="left">283.15</td>
<td valign="middle" align="center">21.72</td>
<td valign="middle" align="center">43.89</td>
<td valign="middle" align="center">2.41</td>
<td valign="middle" align="center">2.31</td>
<td valign="middle" align="center">1.03 E-09</td>
<td valign="middle" align="center">7.87 E-10</td>
<td valign="middle" align="center">1.31</td>
</tr>
<tr>
<td valign="middle" align="left">288.15</td>
<td valign="middle" align="center">21.32</td>
<td valign="middle" align="center">43.13</td>
<td valign="middle" align="center">2.37</td>
<td valign="middle" align="center">2.27</td>
<td valign="middle" align="center">1.22 E-09</td>
<td valign="middle" align="center">9.43 E-10</td>
<td valign="middle" align="center">1.29</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>The C<sub>1</sub>/C<sub>2</sub> ratio along the depth of around 1&#xa0;m above the bottom-simulating reflector (BSR) under the dissolution&#x2013;diffusion process of a methane&#x2013;ethane mixture (90%&#xa0;CH<sub>4</sub>&#xa0;+&#xa0;10%&#xa0;C<sub>2</sub>H<sub>6</sub>) at 278.15 and 288.15&#xa0;K. Diffusion coefficients of gases are listed in <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>. The entire duration of the numerical simulation was 10 days.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1091549-g007.tif"/>
</fig>
<p>Dissolution can cause gas fractionation in underwater conditions. Ethane is less soluble than methane at the same temperature and pressure; for example, at 283.15&#xa0;K and 30&#xa0;MPa, the solubility of methane and ethane (the mole fraction of gases in the water) is 0.00417 and 0.00132, respectively (<xref ref-type="bibr" rid="B20">Li et&#xa0;al., 2015</xref>), which indicates that in the same conditions methane is around 3.2 times more soluble than ethane. For binary-component gas mixtures, the phase equilibrium data and models are very limited. We calculated the C<sub>1</sub>/C<sub>2</sub> ratio of methane and ethane in an aqueous solution after dissolution at 30&#xa0;MPa and at different temperatures with a thermodynamic model (<xref ref-type="bibr" rid="B20">Li et&#xa0;al., 2015</xref>): the results show that the C<sub>1</sub>/C<sub>2</sub> ratios increased by around 2.3 to 2.5 times in the aqueous solution (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). From these calculations and comparisons, we can see that, under submerged conditions, dissolution causes gas fractionation and increases the C<sub>1</sub>/C<sub>2</sub> ratio in aqueous solution approximately 2.3 to 3.2 times relative to the vapor gas source.</p>
<p>Diffusion is a dominated process that causes gas fractionation in the geological system. The dissolution&#x2013;diffusion of gas in the aqueous phase can be treated as a one-dimensional diffusion process because the gas migrates up from the bottom along the long fluid migration pathway. For ideal solutions, the variation of concentration with time is subject to Fick&#x2019;s second law. The bottom gas concentration, near the BSR, in the aqueous phase is constant (theoretically equal to the solubility of the gas in the water at the specific temperature and pressure). Under infinite boundary conditions along the diffusion path, the dissolution&#x2013;migration of gas can be calculated by the diffusion model (<xref ref-type="bibr" rid="B23">Lu et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B6">Guo et&#xa0;al., 2013</xref>). We simulated the dissolution&#x2013;migration process of a methane&#x2013;ethane mixture (C<sub>1</sub>&#xa0;=&#xa0;90%, C<sub>2&#xa0;</sub>=&#xa0;10%), and calculated the C<sub>1</sub>/C<sub>2</sub> ratio at a depth of around 1&#xa0;m above the BSR under dissolution&#x2013;diffusion processes at 30&#xa0;MPa, and 278.15 and 288.15&#xa0;K. The entire duration of the numerical simulation was 10 days. <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref> shows that the dissolution&#x2013;diffusion process can produce significant ethane depletion compared with the gas source; this results in the ratio of C<sub>1</sub>/C<sub>2</sub> increasing by several orders of magnitude with distance upward. Decreasing temperature increases the difference in diffusion coefficient between methane and ethane (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>), and increases gas fractionation during the dissolution&#x2013;migration processes (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>); the numerical simulation results are generally consistent with our experimental observations. Advection of methane-bearing fluids is an important means of gas migration in hydrate-occurring zones. When the pore is under low fluid flux, diffusion is the dominant mechanism that causes gas fractionation, and can be further enhanced by advection. Multi-component, multi-phase transport&#x2013;reaction processes related to the hydrate formation are a complex issue; we will investigate the effect of such processes (as well as advection) on hydrate formation and gas fractionation in the near future.</p>
<p>Hydration is also a process that causes gas fractionation. Hydrates grown from aqueous solutions usually enrich ethane relative to methane, as well as in submarine conditions. Data from ODP site 1245 show that the C<sub>1</sub>/C<sub>2</sub> ratios in the pore solution are around 3.3 to 4.4 times higher than the C<sub>1</sub>/C<sub>2</sub> ratios in hydrates for the samples at the depths of 50 to 100&#xa0;mbsf (<xref ref-type="bibr" rid="B26">Milkov et&#xa0;al., 2004</xref>). It is clear that gas fractionation between the aqueous and hydrate phases is affected by the temperature&#x2013;pressure&#x2013;salinity conditions and dissolved gas composition. For example, the thermodynamic model developed by Velaga (<xref ref-type="bibr" rid="B46">Velaga et&#xa0;al., 2016</xref>) for predicting the aqueous solubility of hydrocarbon mixtures at the two-phase hydrate&#x2013;liquid water equilibrium shows that the presence of propane in the mixture affects the aqueous solubility of hydrocarbon mixtures at the two-phase hydrate&#x2013;liquid water equilibrium. More experiments are needed to verify such models.</p>
<p>Our study shows that gas fractionation occurring between the hydrate and the gas source under &#x201c;dissolution&#x2013;migration&#x2013;hydration&#x201d; processes may cause larger C<sub>1</sub>/C<sub>2+</sub> ratios in gas hydrates relative to the residual free gas below the BGHSZ. Such processes cause the abrupt decrease in C<sub>1</sub>/C<sub>2+</sub> ratios in headspace gas in sediments that occur around the BSR (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>A proposed simplified model of the thermogenic dissolved gas hydrate accumulation mechanism. <bold>(A)</bold> Red arrow represents thermogenic gases, red lines indicate faults tectonic, and white represents hydrates. <bold>(B)</bold> The proportion of ethane in hydrates varies with temperature. Orange represents the gas source composition of 90%&#xa0;CH<sub>4</sub>&#xa0;+&#xa0;10%&#xa0;C<sub>2</sub>H<sub>6</sub>, green represents the gas source composition of 80%&#xa0;CH<sub>4</sub>&#xa0;+&#xa0;20%&#xa0;C<sub>2</sub>H<sub>6</sub>. <bold>(C)</bold> The base of the gas hydrate stability zones was calculated by pure methane, and methane and ethane gases used in this study. The geothermal gradient is calculated by 100&#xb0;C/km, an average value measured using the Guangzhou Marine Geological Survey (GMGS5) Site W9 (GMGS5-W9) hydrate system with gas chimneys (<xref ref-type="bibr" rid="B17">Liang et&#xa0;al., 2019</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1091549-g008.tif"/>
</fig>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Vertical composition variation of hydrates originating from thermogenic gases</title>
<p>Hydrate accumulations originating from thermogenic gases containing heavier hydrocarbons have been found in many regions around the world (<xref ref-type="bibr" rid="B9">Hillman et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B34">Plaza-Faverola et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B43">Thiagarajan et&#xa0;al., 2020</xref>). Under the effect of the formation pressure, the thermogenic gas sources with higher-order hydrocarbons gradually migrate upward into the hydrate stability zones through the preferential transport pathway, which includes gas chimneys, unconformity surfaces, faults, fractures, and sandstone channels, and then form a hydrate layer at the suitable pore sizes (<xref ref-type="bibr" rid="B31">Panieri et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B35">Portnov et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B16">Liang et&#xa0;al., 2022</xref>).</p>
<p>However, not all free gas can be transported into the hydrate stability zone. When the gas pressure cannot overcome the capillary pressure, the gas phase will be trapped in sediments in the free gas zone, and must continually dissolve and be transported upward in solution to be incorporated into the hydrate layer. Our experiments of gas hydrate formation in capillary tubes are highly analogous to the process of natural gas hydration in the pore space in submarine sediments. Gas dissolves and migrates along the capillary pore space through short or long distances, and then forms hydrates. Such &#x201c;dissolution&#x2013;migration&#x2013;hydration&#x201d; processes result in the percentage of ethane in the hydrate increasing with temperature and depth (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>), especially in sites where thermogenic gas is rapidly transported along a gas chimney and the local geothermal gradient is increased by the warm fluids.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Implications for estimates of carbons in marine gas hydrate</title>
<p>Previously, the amount of carbon contained in hydrates formed from heavy hydrocarbons, such as ethane, was ignored, resulting in a significant underestimation of the number of carbon resources. Essentially, the estimated amounts of carbon in gas hydrates are constrained by the volume of pore space available for hydrate formation and the gas composition in the hydrate phase (<xref ref-type="bibr" rid="B5">Dickens, 2011</xref>; <xref ref-type="bibr" rid="B47">Wallmann et&#xa0;al., 2012</xref>), and 1&#xa0;m<sup>3</sup> of ethane hydrate contains twice the amount of carbon in a similar volume of methane hydrate (<xref ref-type="bibr" rid="B34">Plaza-Faverola et&#xa0;al., 2017</xref>).</p>
<p>Dissolution&#x2013;migration of gas near the BSR enriches ethane near the GHSZ; such changes in gas composition could affect the depth of the GHSZ. Our calculation indicates that an increase of 10% in the mole fraction of ethane could deepen the GHSZ thickness by at least 37&#xa0;m (compared with pure methane hydrate; <xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). The higher the proportion of heavier hydrocarbons, the deeper the bottom boundary of the gas hydrate stability zone (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). Our experiments indicated that the proportion of heavy hydrocarbon in the bottom hydrate (9.77% at 293&#xa0;K; <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>) is 49.6% higher than the proportion of heavy hydrocarbon in the top hydrate layer (6.53% at 278&#xa0;K; <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Assuming 6.53% ethane in the hydrate, this could lead to the amount of carbon per 1&#xa0;m<sup>3</sup> being underestimated by at least 2.42-fold (considering the 37&#xa0;m deep thickness of the GHSZ, and comparing with hydrate accumulated from pure methane).</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusion">
<label>5</label>
<title>Conclusion</title>
<p>We tested the &#x201c;dissolution&#x2013;migration mechanism&#x201d; and its links to the enrichment of ethane near the BSR and increasing upward C<sub>1</sub>/C<sub>2</sub> ratios in the hydrate-occurring zone, performed experimental simulations on the gas dissolution&#x2013;migration&#x2013;hydration processes, and investigated the effects the composition of feeding gases and temperatures on the composition of hydrates the grown. The main conclusions can be summarized as follows:</p>
<p>Owing to the dissolution&#x2013;migration&#x2013;hydration processes, the composition of hydrates differs greatly from the initial supplying gas. Regardless of whether they are type I or II hydrates, the content of methane in hydrates was enriched compared with the gas source, and the proportion of ethane in hydrates was deficient compared with the free gas source. We proposed that the dissolution&#x2013;migration&#x2013;hydration of gases is the mechanism that enriches ethane near the BSR, causing the abrupt decrease in C<sub>1</sub>/C<sub>2+</sub> ratios in sediments occurring around the BSR.</p>
<p>Temperature has a significant effect on the composition of hydrates. With the same supply of gas (i.e., the gas source composition remains constant), the proportion of ethane in the hydrates decreased gradually with decreasing temperature, which may cause the spatial variation of hydrate composition within the hydrate stability zone. The ratio of C<sub>1</sub>/C<sub>2</sub> in hydrates also increased with decreasing temperature from the base of the gas hydrate stability zone to the seafloor.</p>
<p>Inputs of ethane or heavier hydrocarbons into the gas sources, and the dissolution&#x2013;migration&#x2013;hydration mechanism that enriches ethane near the BSR, can increase the depth of the GHSZ. The amount of carbon resources contained in hydrates formed from heavy hydrocarbons, such as ethane, has been significantly underestimated.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>Original draft preparation, HL. Experimental work, HL, XL, TL, and WW. Revision, LW, and WL. Conception and supervision, WL and YC. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was partly supported by the National Natural Science Foundation of China (41876069 and 92058208), and the National Key Research and Development Program of China (2018YFC0310006&#x2013;04).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We are grateful to two reviewers, for their critical reviews and thoughtful comments on the manuscript.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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