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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">876134</article-id>
<article-id pub-id-type="doi">10.3389/feart.2022.876134</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Earth Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Sediment Microstructure in Gas Hydrate Reservoirs and its Association With Gas Hydrate Accumulation: A Case Study From the Northern South China Sea</article-title>
<alt-title alt-title-type="left-running-head">Bai et al.</alt-title>
<alt-title alt-title-type="right-running-head">Microstructure of Gas Hydrate Reservoir</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Bai</surname>
<given-names>Chenyang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1601072/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Su</surname>
<given-names>Pibo</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1446935/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Su</surname>
<given-names>Xin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1678996/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Jujie</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cui</surname>
<given-names>Hongpeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Han</surname>
<given-names>Shujun</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1317335/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Guangxue</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Ocean Sciences</institution>, <institution>China University of Geosciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Marine and Polar Research Center</institution>, <institution>China University of Geosciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Guangzhou Marine Geological Survey</institution>, <institution>China Geological Survey</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Academy of South China Sea Geological Science</institution>, <institution>China Geological Survey</institution>, <addr-line>Sanya</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Hubei Key Laboratory of Marine Geological Resources</institution>, <institution>China University of Geosciences</institution>, <addr-line>Wuhan</addr-line>, <country>China</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Institute of Geology and Geophysics</institution>, <institution>Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>School of Geosciences and Resources</institution>, <institution>China University of Geosciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Department of Earth and Environment Sciences</institution>, <institution>Macquarie University</institution>, <addr-line>Sydney</addr-line>, <addr-line>NSW</addr-line>, <country>Australia</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/476389/overview">Alessandra Savini</ext-link>, University of Milano-Bicocca, Italy</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/934533/overview">Qing Li</ext-link>, Qingdao Institute of Marine Geology (QIMG), China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/865311/overview">Zhilei Sun</ext-link>, Qingdao Institute of Marine Geology (QIMG), China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Pibo Su, <email>spb_525@sina.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Marine Geoscience, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>876134</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>04</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Bai, Su, Su, Guo, Cui, Han and Zhang.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Bai, Su, Su, Guo, Cui, Han and Zhang</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>Exploration and pilot production have confirmed that gas hydrates in the Shenhu area on the northern continental slope of the South China Sea have enormous resource potential. However, a meticulous depiction of gas hydrate reservoirs based on sediments is limited. The distributed low-flux gas hydrates are mainly deposited in the Shenhu area, and the gas hydrate saturation exhibits extreme vertical heterogeneity. In this study, we focused on the sediment microstructure of gas hydrate reservoirs. Based on the variation in gas hydrate saturation, the study interval was divided into non-gas hydrate (non-GH) as well as I-, II-, and III-gas hydrate reservoir layers. We analyzed the relationship between sediment microstructure and gas hydrate reservoirs based on computed tomography scans, specific surface area analysis, and scanning electron microscopy observations. The results showed that the sediment in gas hydrate reservoirs had three types of pores: 1) intergranular pores between coarse grains (CG-intergranular pores), 2) intergranular pores between fine grains (FG-intergranular pores), and 3) biologic grain pores (BG-pores). The CG- and FG-intergranular pores were mainly formed by the framework, which consisted of coarse minerals (such as quartz and feldspar) and clay minerals, respectively. The BG-pores were mainly formed by the coelomes of foraminifera. CG-intergranular pores and BG-pores can provide effective reservoir space and increase the permeability of sediment, which is conducive to gas hydrate accumulation. The FG-intergranular pores reduce permeability and are not conducive to gas hydrate accumulation. Clay minerals and calcareous ultramicrofossils with small grain sizes and complex microstructures fill the effective reservoir space and reduce the permeability of sediment; additionally, they improve the adsorption capacity of sediment to free gas or pore water, which is not conducive to gas hydrate formation and accumulation. The results of our study explicitly suggest that the microstructure of sediment is an important controlling factor for gas hydrate accumulation and reveals its underlying mechanism.</p>
</abstract>
<kwd-group>
<kwd>sediments microstructure</kwd>
<kwd>gas hydrate reservoir</kwd>
<kwd>gas hydrate accumulation</kwd>
<kwd>shenhu area</kwd>
<kwd>south China sea</kwd>
</kwd-group>
<contract-sponsor id="cn001">China Geological Survey<named-content content-type="fundref-id">10.13039/501100004613</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Fundamental Research Funds for the Central Universities<named-content content-type="fundref-id">10.13039/501100012226</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Gas hydrates constitute a potential strategic energy resource for the future owing to their high-density energy and clean-burning features (<xref ref-type="bibr" rid="B4">Boswell and Collett, 2006</xref>; <xref ref-type="bibr" rid="B49">Tr&#xe9;hu et al., 2006</xref>; <xref ref-type="bibr" rid="B5">Boswell et al., 2012</xref>; <xref ref-type="bibr" rid="B27">Koh et al., 2012</xref>; <xref ref-type="bibr" rid="B38">Malagar et al., 2019</xref>). Globally, most gas hydrates occur in submarine sediments. In recent years, a series of scientific research, exploration, and gas hydrate production tests have been conducted in the Gulf of Mexico, Cascadia subduction zone, Nankai Trough in Japan, Ulleung Basin in Korea, Krishna-Godavari Basin in India, and the northern South China Sea (<xref ref-type="bibr" rid="B40">Pohlman et al., 2009</xref>; <xref ref-type="bibr" rid="B5">Boswell et al., 2012</xref>; <xref ref-type="bibr" rid="B14">Collett et al., 2012</xref>; <xref ref-type="bibr" rid="B44">Ryu et al., 2013</xref>; <xref ref-type="bibr" rid="B22">Ito et al., 2015</xref>; <xref ref-type="bibr" rid="B63">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B48">Su et al., 2016</xref>; <xref ref-type="bibr" rid="B6">Boswell et al., 2019</xref>). Based on a large number of relevant previous studies, gas hydrate accumulation is significantly controlled by the gas hydrate stability zone, gas source, and gas migration channels (<xref ref-type="bibr" rid="B13">Collett, 2002</xref>; <xref ref-type="bibr" rid="B36">Lu and McMechan, 2002</xref>; <xref ref-type="bibr" rid="B49">Tr&#xe9;hu et al., 2006</xref>; <xref ref-type="bibr" rid="B57">Wu et al., 2007</xref>; <xref ref-type="bibr" rid="B54">Wang et al., 2014</xref>). However, as exemplified by many cases of gas hydrate drilling, the gas hydrate forms and saturation are significantly different among different sea areas, different sites in the same sea area, and even different layers at the same site (<xref ref-type="bibr" rid="B15">Colwell et al., 2004</xref>; <xref ref-type="bibr" rid="B49">Tr&#xe9;hu et al., 2006</xref>; <xref ref-type="bibr" rid="B44">Ryu et al., 2013</xref>; <xref ref-type="bibr" rid="B6">Boswell et al., 2019</xref>; <xref ref-type="bibr" rid="B34">Liang et al., 2019</xref>; <xref ref-type="bibr" rid="B61">Ye et al., 2019</xref>). Gas hydrate formation and saturation exhibit strong horizontal and vertical heterogeneity in the gas hydrate stability zone (<xref ref-type="bibr" rid="B60">Yang S. et al., 2017</xref>; <xref ref-type="bibr" rid="B25">Kang et al., 2020</xref>). The heterogeneity of gas hydrate accumulation is difficult to explain solely based on controlling factors, such as gas hydrate stability zone, gas source, or gas migration channels. Differences in gas hydrate reservoir properties may also play a key role in restricting gas hydrate accumulation.</p>
<p>For decades, research on gas hydrate reservoirs has mainly relied on geophysical methods. Many researchers have used seismic and logging while drilling (LWD) data to describe and characterize gas hydrate reservoirs (<xref ref-type="bibr" rid="B11">Chand et al., 2004</xref>; <xref ref-type="bibr" rid="B14">Collett et al., 2012</xref>; <xref ref-type="bibr" rid="B54">Wang et al., 2014</xref>; <xref ref-type="bibr" rid="B33">Liang et al., 2016</xref>; <xref ref-type="bibr" rid="B20">Haines et al., 2017</xref>; <xref ref-type="bibr" rid="B59">Yang J. et al., 2017</xref>). LWD data can be used to calculate the gas hydrate saturation and identify potential gas hydrate reservoirs (<xref ref-type="bibr" rid="B11">Chand et al., 2004</xref>; <xref ref-type="bibr" rid="B14">Collett et al., 2012</xref>; <xref ref-type="bibr" rid="B33">Liang et al., 2016</xref>; <xref ref-type="bibr" rid="B59">Yang J. et al., 2017</xref>). Seismic profiles can help describe and study the characteristics of gas hydrate-bearing deposits; by combining these with logging data, we can reveal the plane distribution of gas hydrate reservoirs (<xref ref-type="bibr" rid="B41">Popescu et al., 2006</xref>; <xref ref-type="bibr" rid="B54">Wang et al., 2014</xref>; <xref ref-type="bibr" rid="B31">Li et al., 2016</xref>; <xref ref-type="bibr" rid="B47">Su et al., 2017</xref>; <xref ref-type="bibr" rid="B1">Bai et al., 2019</xref>; <xref ref-type="bibr" rid="B66">Zhang et al., 2020</xref>). Most gas hydrate reservoir studies that rely on geophysical methods have been conducted on a large scale. Higher-resolution reservoir studies require more detailed and accurate information from sediment data. There has also been research on the properties of gas hydrate reservoir sediment. Some researchers have studied the effects of grain size parameters and biological components of sediments on gas hydrate reservoirs. They found that coarse grain size (<xref ref-type="bibr" rid="B36">Lu and McMechan, 2002</xref>; <xref ref-type="bibr" rid="B15">Colwell et al., 2004</xref>; <xref ref-type="bibr" rid="B49">Tr&#xe9;hu et al., 2006</xref>; <xref ref-type="bibr" rid="B22">Ito et al., 2015</xref>; <xref ref-type="bibr" rid="B30">Li et al., 2019</xref>), poor sorting (<xref ref-type="bibr" rid="B52">Waite et al., 2019</xref>; <xref ref-type="bibr" rid="B58">Yang et al., 2020</xref>), and some types of microfossils (e.g., foraminifera and diatoms) (<xref ref-type="bibr" rid="B12">Chen et al., 2013</xref>; <xref ref-type="bibr" rid="B44">Ryu et al., 2013</xref>; <xref ref-type="bibr" rid="B63">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B6">Boswell et al., 2019</xref>) have potentially positive effects on gas hydrate accumulation. However, as gas hydrate exploration has increased, these rules cannot be applied to all research cases (<xref ref-type="bibr" rid="B63">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B62">Yi et al., 2018</xref>; <xref ref-type="bibr" rid="B6">Boswell et al., 2019</xref>; <xref ref-type="bibr" rid="B30">Li et al., 2019</xref>; <xref ref-type="bibr" rid="B46">Su et al., 2021</xref>), indicating that the influence of sediment properties on gas hydrate accumulation is very complex.</p>
<p>Recent research has shown that sediment microstructure is also a controlling factor for gas hydrate accumulation (<xref ref-type="bibr" rid="B24">Jones et al., 2007</xref>; <xref ref-type="bibr" rid="B19">Ghosh and Ojha, 2021</xref>). Some researchers have used laboratory simulation methods to explore the formation process of gas hydrates in sediment and the variation in porosity and permeability properties and established the relationship between porosity and permeability parameters and gas hydrate saturation (<xref ref-type="bibr" rid="B53">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B56">Wu et al., 2020</xref>; <xref ref-type="bibr" rid="B32">Li et al., 2021</xref>). These laboratory simulations provide a reasonable basis for exploring the effect of the sediment microstructure on gas hydrate accumulation. However, the actual conditions for gas hydrate accumulation are complex. Thus, some researchers have used actual gas hydrate-bearing sediments for microstructural research. They considered that the mineral type and grain size determine the pore space and influence gas hydrate accumulation (<xref ref-type="bibr" rid="B28">Lee et al., 2013</xref>; <xref ref-type="bibr" rid="B2">Bian et al., 2020</xref>; <xref ref-type="bibr" rid="B10">Cai et al., 2020</xref>). Undoubtedly, the reservoir space is one of the key factors affecting gas hydrate accumulation. However, it is difficult to explain the gas hydrate accumulation rule in many research cases simply by emphasizing the control effect of sediment grain size and pore space, especially in gas hydrate reservoirs dominated by fine-grained sediments in the northern South China Sea (<xref ref-type="bibr" rid="B63">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B48">Su et al., 2016</xref>; <xref ref-type="bibr" rid="B30">Li et al., 2019</xref>). Thus, the effect of sediment microstructure on gas hydrate accumulation requires further research.</p>
<p>Gas hydrates in the Shenhu area of the northern South China Sea (SCS) are typically dominated by diffused gas hydrates (<xref ref-type="bibr" rid="B33">Liang et al., 2016</xref>). Sediments in the Shenhu area have a more significant controlling effect on gas hydrate accumulation (<xref ref-type="bibr" rid="B63">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B30">Li et al., 2019</xref>; <xref ref-type="bibr" rid="B46">Su et al., 2021</xref>). Therefore, the selection of gas hydrate-bearing sediment samples from the Shenhu area is more conducive to discussing the influence of the sediment microstructure on gas hydrate accumulation. In this study, scanning electron microscopy (SEM) and computed tomography (CT) were used to characterize the microstructure of gas hydrate-bearing sediments. Then, we combined the microstructural features of the sediment, specific surface area, and biological data to reveal the controlling effect of sediment microstructure on gas hydrate accumulation.</p>
</sec>
<sec id="s2">
<title>Geological Setting</title>
<p>The SCS is 1,212&#xa0;m deep on average, with a maximum depth of 5,377&#xa0;m (<xref ref-type="bibr" rid="B57">Wu et al., 2007</xref>). The northeastern slope of the SCS is located in the transitional zone between quasi-passive and active continental margins. The northeastern slope of the SCS has a complex geological structure and covers a total area of approximately 2.3 &#xd7; 10<sup>5</sup>&#xa0;km<sup>2</sup>, with a length of 900&#xa0;km and a width of 143&#x2013;342&#xa0;km (<xref ref-type="bibr" rid="B45">Shao et al., 2007</xref>; <xref ref-type="bibr" rid="B57">Wu et al., 2007</xref>; <xref ref-type="bibr" rid="B1">Bai et al., 2019</xref>; <xref ref-type="bibr" rid="B30">Li et al., 2019</xref>; <xref ref-type="bibr" rid="B67">Zhang W. et al., 2019</xref>). The western part of the northeastern slope of the SCS is the Pearl River Mouth Basin, which has an extensional setting (<xref ref-type="fig" rid="F1">Figure 1A</xref>). During the Paleocene, the northeastern slope of the SCS was a rift basin, and numerous faults of different scales were formed (<xref ref-type="bibr" rid="B45">Shao et al., 2007</xref>; <xref ref-type="bibr" rid="B1">Bai et al., 2019</xref>; <xref ref-type="bibr" rid="B30">Li et al., 2019</xref>). After the Middle Miocene, the northeastern continental margin of the SCS entered a tectonic subsidence stage. During this stage, the regional sedimentary layer was dominated by marine sediments, with a very high deposition rate of approximately 520&#xa0;m/Ma (<xref ref-type="bibr" rid="B45">Shao et al., 2007</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The geological map of study area. <bold>(A)</bold> the geological map of northern slope of SCS, modified from <xref ref-type="bibr" rid="B30">Li et al. (2019)</xref>; <bold>(B)</bold> enlarge the red box in figure <bold>(A)</bold>, the drilling area of GMGS3&#x26;4, modified from <xref ref-type="bibr" rid="B67">Zhang W. et al. (2019)</xref>.</p>
</caption>
<graphic xlink:href="feart-10-876134-g001.tif"/>
</fig>
<p>According to a series of exploratory drilling expeditions and two gas hydrate production tests conducted by the Guangzhou Marine Geological Survey (GMGS) in the past few years, the SCS is known worldwide as an attractive and potentially resource-rich area that contains gas hydrates (<xref ref-type="bibr" rid="B35">Liu et al., 2012</xref>; <xref ref-type="bibr" rid="B29">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B43">Qin et al., 2020</xref>; <xref ref-type="bibr" rid="B46">Su et al., 2021</xref>). In the third gas hydrate exploratory drilling expeditions by GMGS (GMGS3), gas hydrates were obtained at sites W11, W17, W18, and W19 (<xref ref-type="fig" rid="F1">Figure 1B</xref>). The sediment core, geophysical data, and geological background data of sites W11, W17, W18, and W19 were also obtained during the GMGS3 expedition. Site W19 is located on the western ridge of the GMGS3 drilling area and contains a favorable gas hydrate reservoir. The gas hydrates at site W19 occurred between 134 and 171&#xa0;m below the seafloor (mbsf), at gas hydrate saturations as high as approximately 71% (<xref ref-type="bibr" rid="B66">Zhang et al., 2020</xref>). Site W19 was selected as the key site owing to its high hydrate saturation and thick reservoir.</p>
</sec>
<sec sec-type="materials|methods" id="s3">
<title>Materials and Methods</title>
<sec id="s3-1">
<title>Core Samples, SEM Observations, and CT Scans</title>
<p>This study focused on the gas hydrate reservoir and adjacent layers of site W19 (114.4&#x2013;171 mbsf) and 39 samples were obtained for SEM observations, CT scans, and specific surface area (SSA) analyses (<xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="fig" rid="F3">Figure 3</xref>). The gas hydrate in the core samples decomposed under changes in temperature and pressure conditions (<xref ref-type="fig" rid="F2">Figure 2A</xref>). However, gas hydrate decomposition has a limited influence on the mineral and biological components and SSA in sediments (<xref ref-type="bibr" rid="B64">Zhang et al., 2016</xref>; <xref ref-type="bibr" rid="B30">Li et al., 2019</xref>; <xref ref-type="bibr" rid="B52">Waite et al., 2019</xref>). The microstructure of the core samples is not in the <italic>in-situ</italic> state with gas hydrates. However, the samples can represent the microstructural features of the sediment before gas hydrate formation, which is significant for gas hydrate accumulation analysis. The samples used for SEM observation and CT scans in this study were obtained using plastic square cubes (2 &#xd7; 2 &#xd7; 2&#xa0;cm), which helped preserve the original microstructural features as much as possible (<xref ref-type="fig" rid="F2">Figure 2B</xref>). The samples were stored on dry ice until the tests were conducted in the laboratory.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>The sample list of Site W19.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sample</th>
<th align="center">Depth (mbsf)</th>
<th align="center">Sample</th>
<th align="center">Depth (mbsf)</th>
<th align="center">Sample</th>
<th align="center">Depth (mbsf)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">W19-1</td>
<td align="char" char=".">120.70</td>
<td align="center">W19-14</td>
<td align="char" char=".">136.35</td>
<td align="center">W19-27</td>
<td align="char" char=".">156.20</td>
</tr>
<tr>
<td align="left">W19-2</td>
<td align="char" char=".">122.50</td>
<td align="center">W19-15</td>
<td align="char" char=".">137.60</td>
<td align="center">W19-28</td>
<td align="char" char=".">156.55</td>
</tr>
<tr>
<td align="left">W19-3</td>
<td align="char" char=".">122.70</td>
<td align="center">W19-16</td>
<td align="char" char=".">138.60</td>
<td align="center">W19-29</td>
<td align="char" char=".">157.90</td>
</tr>
<tr>
<td align="left">W19-4</td>
<td align="char" char=".">122.90</td>
<td align="center">W19-17</td>
<td align="char" char=".">140.20</td>
<td align="center">W19-30</td>
<td align="char" char=".">158.30</td>
</tr>
<tr>
<td align="left">W19-5</td>
<td align="char" char=".">124.50</td>
<td align="center">W19-18</td>
<td align="char" char=".">141.40</td>
<td align="center">W19-31</td>
<td align="char" char=".">158.50</td>
</tr>
<tr>
<td align="left">W19-6</td>
<td align="char" char=".">126.60</td>
<td align="center">W19-19</td>
<td align="char" char=".">145.20</td>
<td align="center">W19-32</td>
<td align="char" char=".">161.20</td>
</tr>
<tr>
<td align="left">W19-7</td>
<td align="char" char=".">126.80</td>
<td align="center">W19-20</td>
<td align="char" char=".">146.20</td>
<td align="center">W19-33</td>
<td align="char" char=".">162.80</td>
</tr>
<tr>
<td align="left">W19-8</td>
<td align="char" char=".">127.80</td>
<td align="center">W19-21</td>
<td align="char" char=".">146.35</td>
<td align="center">W19-34</td>
<td align="char" char=".">163.20</td>
</tr>
<tr>
<td align="left">W19-9</td>
<td align="char" char=".">128.10</td>
<td align="center">W19-22</td>
<td align="char" char=".">146.50</td>
<td align="center">W19-35</td>
<td align="char" char=".">163.70</td>
</tr>
<tr>
<td align="left">W19-10</td>
<td align="char" char=".">130.15</td>
<td align="center">W19-23</td>
<td align="char" char=".">147.20</td>
<td align="center">W19-36</td>
<td align="char" char=".">164.20</td>
</tr>
<tr>
<td align="left">W19-11</td>
<td align="char" char=".">135.60</td>
<td align="center">W19-24</td>
<td align="char" char=".">148.70</td>
<td align="center">W19-37</td>
<td align="char" char=".">166.00</td>
</tr>
<tr>
<td align="left">W19-12</td>
<td align="char" char=".">135.90</td>
<td align="center">W19-25</td>
<td align="char" char=".">149.00</td>
<td align="center">W19-38</td>
<td align="char" char=".">166.50</td>
</tr>
<tr>
<td align="left">W19-13</td>
<td align="char" char=".">136.10</td>
<td align="center">W19-26</td>
<td align="char" char=".">154.90</td>
<td align="center">W19-39</td>
<td align="char" char=".">167.10</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The sampling method images. <bold>(A)</bold> the sediment cores of Site W19; <bold>(B)</bold> the sample cubes for microstructure analysis which sampling from sediment cores; <bold>(C)</bold> and <bold>(D)</bold> the images of sample preparation process.</p>
</caption>
<graphic xlink:href="feart-10-876134-g002.tif"/>
</fig>
<p>As the square cubes were made of plastic, which has no effect on the CT scan, the samples and square cubes were tested directly to obtain CT scan images and data. A total 12 samples were used for CT scan. The CT scan was performed by Nanjing Hongchuang Geological Exploration Technology Service Co., Ltd.</p>
<p>The samples used for the SEM observation were prepared as follows:<list list-type="simple">
<list-item>
<p>(1) First, the epoxy resin and curing agent proportions were adjusted. We used more epoxy resin and less curing agent, which prolongs the curing time of epoxy resin and facilitates infiltration.</p>
</list-item>
<list-item>
<p>(2) Then, the samples were placed in a mold and wrapped with a mixture of epoxy resin and a curing agent (<xref ref-type="fig" rid="F2">Figure 2C</xref>). The samples were then left at 25&#xb0;C for curing (<xref ref-type="fig" rid="F2">Figure 2D</xref>).</p>
</list-item>
<list-item>
<p>(3) Next, the samples were cut.</p>
</list-item>
<list-item>
<p>(4) The cut surface was reinfused with a mixture of epoxy resin and curing agent to ensure that the samples were completely cured.</p>
</list-item>
<list-item>
<p>(5) The cut surface of the samples was ground and the samples were placed on the slide and cut to 1&#x2013;2&#xa0;mm thickness.</p>
</list-item>
<list-item>
<p>(6) The samples were polished with 800- and 1200-mesh emery cloths to complete the preparation.</p>
</list-item>
</list>
</p>
<p>The samples for SEM observation were prepared at the Institute of Geology and Geophysics, Chinese Academy of Sciences.</p>
</sec>
<sec id="s3-2">
<title>Gas Hydrate Saturation</title>
<p>The analysis of gas hydrate saturation of site W19 was mainly based on the voyage report of GMGS3. In this study, resistivity log data, Cl<sup>&#x2212;</sup> anomalies of the pore water in sediment, and quantitative degassing of the pressure core were used to analyze the gas hydrate variation trend (<xref ref-type="bibr" rid="B17">Dvorkin et al., 1999</xref>; <xref ref-type="bibr" rid="B42">Qian et al., 2018</xref>; <xref ref-type="bibr" rid="B61">Ye et al., 2019</xref>).</p>
</sec>
<sec id="s3-3">
<title>Biological Statistics</title>
<p>Biological data were obtained from the voyage report of GMGS3 and were tested at the Test Center of the Guangzhou Marine Geological Survey.</p>
</sec>
<sec id="s3-4">
<title>Specific Surface Area</title>
<p>SSA analysis was conducted using Quantachrome Autosorb-1 and Quantachrome Nova Station A instruments at the Institute of Analysis and Testing, Beijing Academy of Science and Technology. Before the analysis, the samples were degassed at approximately 383.15&#xa0;K under vacuum for approximately 12&#xa0;h to remove adsorbed moisture and residual volatiles. The N<sub>2</sub> sorption isotherms were determined at 77.35&#xa0;K within a relative pressure (P/Po &#x3d; absolute/saturation pressure) range of 0.009&#x2013;0.995. The specific surface area was calculated using the Brunauer-Emmet-Teller equation (<xref ref-type="bibr" rid="B9">Brunauer et al., 1938</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="s4">
<title>Results</title>
<sec id="s4-1">
<title>Lithology</title>
<p>The lithological data of site W19 were collected from the voyage report of the GMGS3. In the study interval at site W19, the sediments were dominated by clayey silt and silt. The sand content of the sediments ranged from 0.12 to 10.85%, with an average of 3.34%. The silt content of the sediments ranged from 55.64 to 80.07%, with an average of 70.00%. The clay content of the sediments ranged from 17.21 to 44.19%, with an average of 26.66%. In the upper part of the study interval (114.4&#x2013;145 mbsf), the sediments were dominated by clayey silt with only a few silt layers in the bottom part (<xref ref-type="fig" rid="F3">Figure 3</xref>). In the lower part of the study interval (145&#x2013;171 mbsf), the sediments were dominated by silt with several interbedded clayey silt layers (<xref ref-type="fig" rid="F3">Figure 3</xref>). In Site W19, the sediments mainly consist of quartz, feldspar, calcite, and clay minerals, and a few dolomite, siderite, and anhydrite appear in some layers. The clay minerals were dominated by illite/smectite, illite, kaolinite, and chlorite.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The comprehensive column of Site W19. The lithology data are cited from voyage report of the GMGS3. Foram. and Calca. are short for foraminifera and calcareous ultra-microfossils, respectively. The purple, red, bule and orange shaded area indicate non-GH, &#x2160;-, &#x2161;-, and &#x2162;-GHR layers, respectively. &#x2a; The Porosity (<italic>in-situ</italic>) is calculated by LWD data.</p>
</caption>
<graphic xlink:href="feart-10-876134-g003.tif"/>
</fig>
</sec>
<sec id="s4-2">
<title>Microstructural Features of Gas Hydrate-Bearing Sediment</title>
<p>Based on the SEM observations, the sediments at site W19 mainly consisted of quartz, feldspar, carbonates, and clay minerals (<xref ref-type="fig" rid="F4">Figure 4A</xref>). The quartz mainly exhibited a granular shape with a diameter of 8&#x2013;30&#xa0;&#x3bc;m. The edge of the quartz was smooth and exhibited some abrasion (<xref ref-type="fig" rid="F4">Figure 4B</xref>). The feldspar in the sediment could be classified into two categories, K-feldspar and plagioclase, which both have similar morphology. The diameter of the feldspar ranged from 10 to 30&#xa0;&#x3bc;m, while its edge was smooth but indicated some traces of corrosion (<xref ref-type="fig" rid="F4">Figures 4A, C</xref>). The carbonates in the sediment were mostly calcite, which appeared as fossils. Some fossils were calcareous ultramicrofossils with diameters of less than 2&#xa0;&#x3bc;m (<xref ref-type="fig" rid="F4">Figure 4D</xref>). Other fossils were foraminiferal shells, which consisted of calcite. The calcite particles in the foraminiferal shells were fibrous with unclear edges. The diameter of the foraminiferal shells was &#x3e;20&#xa0;&#x3bc;m (<xref ref-type="fig" rid="F4">Figure 4E</xref>). Many clay minerals in the sediment included filamentous or flaky illite/smectite (I/S) (<xref ref-type="fig" rid="F4">Figure 4F</xref>), illite (<xref ref-type="fig" rid="F4">Figures 4G, H</xref>), sheet-like kaolinite, and flaky chlorite (<xref ref-type="fig" rid="F4">Figure 4I</xref>). The diameter of the clay mineral particles was less than 1&#xa0;&#x3bc;m.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>The microstructure features of gas hydrate-bearing sediments. <bold>(A)</bold> Site W19, 126.60 mbsf, sediments consist of quartz, K-feldspar and clay minerals; <bold>(B)</bold> Site W19, 135.60 mbsf, the quartz in sediments; <bold>(C)</bold> Site W19, Site W19, 135.60 mbsf, the plagioclase in sediments; <bold>(D)</bold> Site W19, 127.80 mbsf, the calcareous ultra-microfossils in sediments; <bold>(E)</bold> Site W19, 135.90 mbsf, the foraminifera shell composed of calcite; <bold>(F)</bold> Site W19, 130.20 mbsf, the I/S in sediments; <bold>(G)</bold> Site W19, 136.1 mbsf, the filamentous ilite in sediments; <bold>(H)</bold> Site W19, 136.1 mbsf, the flaky ilite in sediments; <bold>(I)</bold> Site W19, 166.6 mbsf, the sheet-like kaolinite and flaky chlorite. Q, kf, Pl, calca, cc, I/S, It, Kao, and Chl are short for quartz, K-feldspar, plagioclase, calcareous ultramicrofossils, calcite, illite/semectite, illite, kaolinite and chlorite, respectively.</p>
</caption>
<graphic xlink:href="feart-10-876134-g004.tif"/>
</fig>
</sec>
<sec id="s4-3">
<title>Gas Hydrate Saturation Data</title>
<p>In this study, gas hydrate saturation refers to resistivity log data, Cl<sup>&#x2212;</sup> anomalies of the pore water in the sediment, and quantitative degassing of the pressure core. The gas hydrate saturation ranged from 10 to 54% based on the resistivity log data (<xref ref-type="fig" rid="F3">Figure 3</xref>). Based on the Cl<sup>&#x2212;</sup> anomalies of the pore water in the sediments, the gas hydrate saturation ranged from 0.21 to 70.90% (<xref ref-type="fig" rid="F3">Figure 3</xref>). According to the voyage of GMGS3, only three pressure cores (12, 13, and 21A) were successfully obtained, from which we collected 234&#xa0;L, 228&#xa0;L, and 190&#xa0;L, respectively, of methane gas. The gas hydrate saturation values calculated for the three pressure cores were 60, 58, and 49%, respectively (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
</sec>
<sec id="s4-4">
<title>Biological Statistics</title>
<p>The biological component mainly consisted of foraminifera and calcareous ultramicrofossils based on SEM observations. The abundance of the foraminifera in the study interval ranged from 238.8 ind/g to 39,014.4 ind/g, with an average of 3,214.5 ind/g. The abundance of calcareous ultramicrofossils ranged from 758 ind/g to 2,895 ind/g, with an average of 1,872.1 ind/g.</p>
</sec>
<sec id="s4-5">
<title>Specific Surface Area Data</title>
<p>The SSA data are presented in <xref ref-type="table" rid="T2">Table 2</xref>; <xref ref-type="fig" rid="F3">Figure 3</xref>. The SSA of the sediments in the study interval ranged from 11.49&#xa0;m<sup>2</sup>/g to 24.86&#xa0;m<sup>2</sup>/g, with an average of 15.6&#xa0;m<sup>2</sup>/g.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>The result of Specific surface area.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sample</th>
<th align="center">Depth (mbsf)</th>
<th align="center">SSA (m<sup>2</sup>/g)</th>
<th align="center">Sample</th>
<th align="center">Depth (mbsf)</th>
<th align="center">SSA (m<sup>2</sup>/g)</th>
<th align="center">Sample</th>
<th align="center">Depth (mbsf)</th>
<th align="center">SSA (m<sup>2</sup>/g)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">W19-1</td>
<td align="char" char=".">120.70</td>
<td align="char" char=".">24.85</td>
<td align="center">W19-14</td>
<td align="char" char=".">136.35</td>
<td align="char" char=".">12.53</td>
<td align="center">W19-27</td>
<td align="char" char=".">156.20</td>
<td align="char" char=".">13.96</td>
</tr>
<tr>
<td align="left">W19-2</td>
<td align="char" char=".">122.50</td>
<td align="char" char=".">17.56</td>
<td align="center">W19-15</td>
<td align="char" char=".">137.60</td>
<td align="char" char=".">13.89</td>
<td align="center">W19-28</td>
<td align="char" char=".">156.55</td>
<td align="char" char=".">15.32</td>
</tr>
<tr>
<td align="left">W19-3</td>
<td align="char" char=".">122.70</td>
<td align="char" char=".">14.83</td>
<td align="center">W19-16</td>
<td align="char" char=".">138.60</td>
<td align="char" char=".">14.39</td>
<td align="center">W19-29</td>
<td align="char" char=".">157.90</td>
<td align="char" char=".">15.63</td>
</tr>
<tr>
<td align="left">W19-4</td>
<td align="char" char=".">122.90</td>
<td align="char" char=".">13.01</td>
<td align="center">W19-17</td>
<td align="char" char=".">140.20</td>
<td align="char" char=".">22.59</td>
<td align="center">W19-30</td>
<td align="char" char=".">158.30</td>
<td align="char" char=".">16.23</td>
</tr>
<tr>
<td align="left">W19-5</td>
<td align="char" char=".">124.50</td>
<td align="char" char=".">13.44</td>
<td align="center">W19-18</td>
<td align="char" char=".">141.40</td>
<td align="char" char=".">14.90</td>
<td align="center">W19-31</td>
<td align="char" char=".">158.50</td>
<td align="char" char=".">14.68</td>
</tr>
<tr>
<td align="left">W19-6</td>
<td align="char" char=".">126.60</td>
<td align="char" char=".">19.64</td>
<td align="center">W19-19</td>
<td align="char" char=".">145.20</td>
<td align="char" char=".">12.27</td>
<td align="center">W19-32</td>
<td align="char" char=".">161.20</td>
<td align="char" char=".">13.92</td>
</tr>
<tr>
<td align="left">W19-7</td>
<td align="char" char=".">126.80</td>
<td align="char" char=".">19.28</td>
<td align="center">W19-20</td>
<td align="char" char=".">146.20</td>
<td align="char" char=".">15.53</td>
<td align="center">W19-33</td>
<td align="char" char=".">162.80</td>
<td align="char" char=".">12.11</td>
</tr>
<tr>
<td align="left">W19-8</td>
<td align="char" char=".">127.80</td>
<td align="char" char=".">14.10</td>
<td align="center">W19-21</td>
<td align="char" char=".">146.35</td>
<td align="char" char=".">14.75</td>
<td align="center">W19-34</td>
<td align="char" char=".">163.20</td>
<td align="char" char=".">12.69</td>
</tr>
<tr>
<td align="left">W19-9</td>
<td align="char" char=".">128.10</td>
<td align="char" char=".">18.96</td>
<td align="center">W19-22</td>
<td align="char" char=".">146.50</td>
<td align="char" char=".">14.63</td>
<td align="center">W19-35</td>
<td align="char" char=".">163.70</td>
<td align="char" char=".">13.22</td>
</tr>
<tr>
<td align="left">W19-10</td>
<td align="char" char=".">130.15</td>
<td align="char" char=".">19.75</td>
<td align="center">W19-23</td>
<td align="char" char=".">147.20</td>
<td align="char" char=".">17.22</td>
<td align="center">W19-36</td>
<td align="char" char=".">164.20</td>
<td align="char" char=".">14.89</td>
</tr>
<tr>
<td align="left">W19-11</td>
<td align="char" char=".">135.60</td>
<td align="char" char=".">15.25</td>
<td align="center">W19-24</td>
<td align="char" char=".">148.70</td>
<td align="char" char=".">15.89</td>
<td align="center">W19-37</td>
<td align="char" char=".">166.00</td>
<td align="char" char=".">15.99</td>
</tr>
<tr>
<td align="left">W19-12</td>
<td align="char" char=".">135.90</td>
<td align="char" char=".">14.46</td>
<td align="center">W19-25</td>
<td align="char" char=".">149.00</td>
<td align="char" char=".">18.08</td>
<td align="center">W19-38</td>
<td align="char" char=".">166.50</td>
<td align="char" char=".">11.49</td>
</tr>
<tr>
<td align="left">W19-13</td>
<td align="char" char=".">136.10</td>
<td align="char" char=".">13.03</td>
<td align="center">W19-26</td>
<td align="char" char=".">154.90</td>
<td align="char" char=".">19.30</td>
<td align="center">W19-39</td>
<td align="char" char=".">167.10</td>
<td align="char" char=".">14.08</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s5">
<title>Discussion</title>
<sec id="s5-1">
<title>Gas Hydrate Saturation Variation Rule</title>
<p>The quantitative degassing of the pressure core provides the most accurate gas hydrate saturation. However, owing to the high cost of obtaining a pressure core, data on gas hydrate saturation with quantitative degassing of the pressure core are scarce. It is difficult to indicate the variation in gas hydrate saturation. The gas hydrate saturation estimated by the resistivity logs was continuous and independent of the sediment samples. However, resistivity logs have multiple solutions (<xref ref-type="bibr" rid="B11">Chand et al., 2004</xref>; <xref ref-type="bibr" rid="B14">Collett et al., 2012</xref>; <xref ref-type="bibr" rid="B54">Wang et al., 2014</xref>). The gas hydrate saturation estimated by the Cl<sup>&#x2212;</sup> anomalies of pore water in sediment is relatively accurate and relatively continuous (<xref ref-type="bibr" rid="B36">Lu and McMechan, 2002</xref>; <xref ref-type="bibr" rid="B46">Su et al., 2021</xref>). Meanwhile, the study of microstructures depends on the sediment sample, and it can be well matched with the gas hydrate saturation estimated by the Cl<sup>&#x2212;</sup> anomalies of the pore water in the sediment.</p>
<p>The gas hydrate saturation was very low in the upper part of the study interval, highest in the middle part, decreased with fluctuation, and was lower in the bottom part (<xref ref-type="fig" rid="F3">Figure 3</xref>). Combined with the methane gas migration direction, the study interval was divided into upper and lower sections with 134 mbsf as the boundary. The upper section was the non-gas hydrate layer (114.4&#x2013;130.39 mbsf). Furthermore, the lower section was the gas hydrate reservoir layer, which was subdivided into three layers according to the gas hydrate saturation: 1) I-gas hydrate reservoir (I-GHR) layer, where the gas hydrate saturation ranged from 58.48 to 70.90%, with an average of 64.84% (<xref ref-type="table" rid="T3">Table 3</xref>); 2) II-gas hydrate reservoir (II-GHR) layer, where the gas hydrate saturation ranged from 17.27 to 49.27%, with an average of 33.95% (<xref ref-type="table" rid="T3">Table 3</xref>); 3) III- gas hydrate reservoir (III-GHR) layer, where the gas hydrate saturation ranged from 0.21 to 6.44%, with an average of 1.88% (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>The statistics data of gas hydrate saturation data.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Intervals</th>
<th rowspan="2" align="center">Depth Range (mbsf)</th>
<th colspan="3" align="center">Gas Hydrate Saturation (sh%)<sup>&#x2a;</sup>
</th>
</tr>
<tr>
<th align="center">Average</th>
<th align="center">Max</th>
<th align="center">Min</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Non-GH layer</td>
<td align="char" char="ndash">114.4&#x2013;130.39</td>
<td align="char" char=".">2.53</td>
<td align="char" char=".">4.89</td>
<td align="char" char=".">0.97</td>
</tr>
<tr>
<td align="left">&#x2160;-GHR layer</td>
<td align="char" char="ndash">134&#x2013;140</td>
<td align="char" char=".">64.84</td>
<td align="char" char=".">70.90</td>
<td align="char" char=".">58.48</td>
</tr>
<tr>
<td align="left">&#x2161;-GHR layer</td>
<td align="char" char="ndash">140&#x2013;157.5</td>
<td align="char" char=".">33.95</td>
<td align="char" char=".">49.27</td>
<td align="char" char=".">17.27</td>
</tr>
<tr>
<td align="left">&#x2162;-GHR layer</td>
<td align="char" char="ndash">157.5&#x2013;169.5</td>
<td align="char" char=".">1.88</td>
<td align="char" char=".">6.44</td>
<td align="char" char=".">0.21</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>&#x2a;</label>
<p>The saturation of gas hydrates is calculated from Cl<sup>&#x2212;</sup> anomalies in the pore water of gas hydrates-bearing sediments, and it cited from voyage report of GMGS3.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s5-2">
<title>Microstructure in Different Gas Hydrate Reservoir Layers</title>
<p>The study of the sediment microstructure relied on SEM observations and CT scans. CT scans can directly display the microstructural features of sediment, particularly the size and distribution of pores (<xref ref-type="bibr" rid="B24">Jones et al., 2007</xref>; <xref ref-type="bibr" rid="B2">Bian et al., 2020</xref>; <xref ref-type="bibr" rid="B56">Wu et al., 2020</xref>). SEM observations can reveal more details of microstructural features, such as more accurate size, morphology, and sediment composition of pores (<xref ref-type="bibr" rid="B3">Bohrmann et al., 2007</xref>; <xref ref-type="bibr" rid="B26">Klapp et al., 2010</xref>; <xref ref-type="bibr" rid="B39">Oshima et al., 2019</xref>; <xref ref-type="bibr" rid="B10">Cai et al., 2020</xref>).</p>
<p>The SEM observation and CT scan results indicate that there are 1) intergranular pores between coarse grains (CG-intergranular pores), 2) intergranular pores between fine grains (FG-intergranular pores), and 3) biologic grain pores (BG-pores) in the study interval sediments (<xref ref-type="fig" rid="F5">Figure 5A</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Pores structure characteristics in gas hydrate reservoir. <bold>(A)</bold> Site W19, 136.10 mbsf, SEM image; <bold>(B)</bold>, <bold>(C)</bold>, and <bold>(D)</bold> enlarge the yellow box in figure <bold>(A)</bold>. Q, kf, cc, clay, and I/S are short for quartz, K-feldspar, calcite, clay minerals, and illite/semectite, respectively.</p>
</caption>
<graphic xlink:href="feart-10-876134-g005.tif"/>
</fig>
<p>CG-intergranular pores occur between coarse grains such as quartz, feldspar, or foraminiferal fossils and have irregular pore shapes. They have pore sizes between 10 and 100&#xa0;&#x3bc;m (<xref ref-type="fig" rid="F5">Figure 5B</xref>). FG-intergranular pores occur between coarse grains, such as clay minerals. Their pore shape varies with the morphology of the clay mineral, while their pore size is typically less than 1&#xa0;&#x3bc;m (<xref ref-type="fig" rid="F5">Figure 5C</xref>). BG-pores consist of coeloms of foraminifera. Their pore shape is either spherical or ellipsoidal, while the pore size is commonly greater than 50&#xa0;&#x3bc;m (<xref ref-type="fig" rid="F5">Figure 5D</xref>).</p>
<p>The microstructural features of the sediments among the non-GH, I-, II-, and III-GHR layers were significantly different. In the non-GH layer, the CT scan showed that the sediment had massive structures with many FG-intergranular pores and a few CG-intergranular pores (<xref ref-type="fig" rid="F6">Figures 6A&#x2013;C</xref>). The BG-pores in the non-GH layer were specific, and many FG-intergranular pore aggregates showed spherical BG-pore shapes visible in CT scan images (<xref ref-type="fig" rid="F6">Figures 6A&#x2013;C</xref>). The SEM observations confirmed that the BG-pores were filled with other components (<xref ref-type="fig" rid="F6">Figure 6D</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Microstructure of sediments in the non-GH layer. <bold>(A)</bold> Site W19, 126.60 mbsf, CT scan image; <bold>(B)</bold> Site W19, 127.80 mbsf, CT scan image; <bold>(C)</bold> Site W19, 130.15 mbsf, CT scan image; <bold>(D)</bold> Site W19, 126.60 mbsf, SEM image; red arrows indicate CG-intergranular pores, yellow arrows indicate empty BG-pores (e), orange arrows indicate FG-intergranular pores; yellow dotted circle indicate filled BG-pores (f).</p>
</caption>
<graphic xlink:href="feart-10-876134-g006.tif"/>
</fig>
<p>In the I-GHR layer, the sediment microstructure was loose compared to the non-GH layer and had many CG-intergranular pores, BG-pores, and some FG-intergranular pores (<xref ref-type="fig" rid="F7">Figures 7A, B</xref>). The SEM observations showed features similar to those observed in the CT scan (<xref ref-type="fig" rid="F7">Figures 7C, D</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Microstructure of sediments in the &#x2160;-GHR layer. <bold>(A)</bold> Site W19, 137.60 mbsf, CT scan image; <bold>(B)</bold> Site W19, 138.60 mbsf, CT scan image; <bold>(C)</bold> Site W19, 130.70 mbsf, SEM image; <bold>(D)</bold> Site W19, 138.60 mbsf, SEM image; red arrows indicate CG-intergranular pores, yellow arrows indicate BG-pores.</p>
</caption>
<graphic xlink:href="feart-10-876134-g007.tif"/>
</fig>
<p>In the III-GHR layer, CG-intergranular pores and BG-pores were rare, while there were few FG-intergranular pores (<xref ref-type="fig" rid="F8">Figures 8A&#x2013;C</xref>). However, the clay fraction content in the III-GHR layer was not significantly different from those in the non-GH and I-GHR layers (<xref ref-type="fig" rid="F3">Figure 3</xref>). This indicates that the structure of the clay minerals in the III-GHR layer was different from that in the non-GH and I-GHR layers.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>
<bold>(A)</bold> Site W19, 146.35 mbsf, CT scan image; <bold>(B)</bold> Site W19, 156.55 mbsf, CT scan image; <bold>(C)</bold> Site W19, 146.35 mbsf, SEM image; <bold>(D)</bold> Site W19, 156.55 mbsf, SEM image; red arrows indicate CG-intergranular pores, yellow arrows indicate BG-pores.</p>
</caption>
<graphic xlink:href="feart-10-876134-g008.tif"/>
</fig>
<p>In the II-GHR layer, some samples exhibited similar features to samples of the I-GHR layer (<xref ref-type="fig" rid="F9">Figures 9A, C</xref>), while others exhibited similar features to those of the III-GHR layer (<xref ref-type="fig" rid="F9">Figures 9B, D</xref>). Thus, the II-GHR layer acted as a transitional layer between the I-GHR and III-GHR layers, which is consistent with the wide range of gas hydrate saturation in the II-GHR layer (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>
<bold>(A)</bold> Site W19, 162.80 mbsf, CT scan image; <bold>(B)</bold> Site W19, 167.10 mbsf, CT scan image; <bold>(C)</bold> Site W19, 162.80 mbsf, SEM image; red arrows indicate CG-intergranular pores, yellow arrows indicate BG-pores.</p>
</caption>
<graphic xlink:href="feart-10-876134-g009.tif"/>
</fig>
</sec>
<sec id="s5-3">
<title>Controlling Effects of Microstructure on Gas Hydrate Accumulation</title>
<p>The effect of the microstructure on gas hydrate accumulation is generally reflected in porosity and permeability (<xref ref-type="bibr" rid="B24">Jones et al., 2007</xref>; <xref ref-type="bibr" rid="B26">Klapp et al., 2010</xref>; <xref ref-type="bibr" rid="B10">Cai et al., 2020</xref>; <xref ref-type="bibr" rid="B53">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B32">Li et al., 2021</xref>). Previous studies have shown that large pores formed by coarser sediments are conducive to gas hydrate accumulation (<xref ref-type="bibr" rid="B15">Colwell et al., 2004</xref>; <xref ref-type="bibr" rid="B7">Boswell et al., 2009</xref>; <xref ref-type="bibr" rid="B22">Ito et al., 2015</xref>; <xref ref-type="bibr" rid="B21">Heeschen et al., 2016</xref>; <xref ref-type="bibr" rid="B2">Bian et al., 2020</xref>). The grain size of sediments does not affect the total porosity but may significantly affect the effective reservoir space and permeability (<xref ref-type="bibr" rid="B53">Wang et al., 2020</xref>). It may be difficult for extremely small pore spaces to form and accumulate gas hydrates owing to the migration ability of gas or pore water and capillary pressure (<xref ref-type="bibr" rid="B8">Brown and Ransom, 1996</xref>; <xref ref-type="bibr" rid="B18">Gamage et al., 2011</xref>; <xref ref-type="bibr" rid="B32">Li et al., 2021</xref>). Meanwhile, at the same porosity, more small pores lead to a significant decrease in sediment permeability (<xref ref-type="bibr" rid="B8">Brown and Ransom, 1996</xref>; <xref ref-type="bibr" rid="B18">Gamage et al., 2011</xref>; <xref ref-type="bibr" rid="B39">Oshima et al., 2019</xref>; <xref ref-type="bibr" rid="B56">Wu et al., 2020</xref>). Thus, a sediment layer with more CG-intergranular pores has more effective reservoir spaces and high permeability, which is beneficial for gas hydrate accumulation.</p>
<p>Many previous studies have shown that BG-pores consisting of foraminiferal coeloms can improve the quality of gas hydrate reservoirs, as foraminiferal coeloms are large and can thus provide additional effective reservoir space (<xref ref-type="bibr" rid="B55">Wang et al., 2011</xref>; <xref ref-type="bibr" rid="B12">Chen et al., 2013</xref>; <xref ref-type="bibr" rid="B54">Wang et al., 2014</xref>; <xref ref-type="bibr" rid="B63">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B30">Li et al., 2019</xref>). In the I-, II-, and III-GHR layers, BG-pores gradually decreased, which is consistent with previous research results. However, according to <xref ref-type="fig" rid="F3">Figure 3</xref>, the abundance of foraminifera was the highest in the non-GH layer, in contrast with previous research results. Meanwhile, BG-pore filling was verified both by SEM observations and CT scans (<xref ref-type="fig" rid="F6">Figure 6</xref> and <xref ref-type="fig" rid="F10">Figure 10</xref>). The filling components were clay minerals and many calcareous ultramicrofossils (<xref ref-type="fig" rid="F10">Figure 10</xref>). Calcareous ultramicrofossils have very small grain sizes (typically less than 2&#xa0;&#x3bc;m) and clay fraction content. Thus, calcareous ultramicrofossils will reduce the effective reservoir space of the BG-pores and reduce the permeability of the sediment together with clay minerals.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Calcareous ultra-microfossils and clay minerals fill foraminifera coeloms. <bold>(A)</bold> Site W19, 126.60 mbsf, SEM image; <bold>(B)</bold> enlarge the yellow box in figure <bold>(A)</bold>; <bold>(C)</bold> enlarge the yellow box in figure <bold>(B)</bold>; cc and calca. are short for calcite and calcareous ultra-microfossils, respectively.</p>
</caption>
<graphic xlink:href="feart-10-876134-g010.tif"/>
</fig>
<p>The adsorption of methane by quartz and carbonates is significantly lower than that of clay minerals. The strong adsorption of methane by clay minerals is usually related to the complex structure and large SAA of clay minerals (<xref ref-type="bibr" rid="B50">Venaruzzo et al., 2002</xref>; <xref ref-type="bibr" rid="B51">Volzone et al., 2002</xref>; <xref ref-type="bibr" rid="B23">Ji et al., 2012</xref>). The SEM observations confirmed that the FG-intergranular pores were mainly clay minerals (<xref ref-type="fig" rid="F5">Figure 5C</xref>). The microstructure of clay minerals controls the FG-intergranular pores. SSA is an effective parameter to characterize the microstructure of clay minerals (<xref ref-type="bibr" rid="B16">Dogan et al., 2006</xref>; <xref ref-type="bibr" rid="B37">Macht et al., 2011</xref>; <xref ref-type="bibr" rid="B68">Zhang Y. et al., 2019</xref>). Some studies have reported that the SSA is negatively correlated with gas hydrate saturation (<xref ref-type="bibr" rid="B64">Zhang et al., 2016</xref>; <xref ref-type="bibr" rid="B65">Zhang et al., 2017</xref>). The negative correlation between SSA and gas hydrate saturation may be determined by the clay mineral content and microstructure. The more complex microstructure of clay minerals leads to the formation of more FG-intergranular pores, affecting the permeability of sediment and the adsorption of free gas and pore water on sediments (<xref ref-type="bibr" rid="B16">Dogan et al., 2006</xref>; <xref ref-type="bibr" rid="B18">Gamage et al., 2011</xref>; <xref ref-type="bibr" rid="B37">Macht et al., 2011</xref>). The adsorption of free gas and pore water on sediments has potential significance for controlling gas hydrate formation. The weak adsorption capacity of sediments may make it difficult for free gas or pore water to remain in sediment and form gas hydrates. Conversely, the strong adsorption capacity of sediment may make it difficult for free gas or pore water to flow, thereby potentially acting as a sealing bed.</p>
<p>The <italic>in-situ</italic> porosity (calculated by LWD data) from the voyage report showed a sharp porosity drop in the I-GHR layer (<xref ref-type="fig" rid="F3">Figure 3</xref>). The decreased porosity in the I-GHR layer is probably caused by gas hydrate enrichment. The porosity of the non-GH layer is not significantly higher than that of the underlying I-GHR layer. However, the abundance of the foraminifera in the non-GH layer is significantly higher than in the others. The high abundance of the foraminifera did not result in increased porosity. The saturation of gas hydrate in the non-GH layer is low (<xref ref-type="fig" rid="F3">Figure 3</xref>) due to the BG-pores filling with calcareous ultramicrofossils and clay minerals. In the II- and III-GHR layers, the trend of porosity is consistent with that of gas hydrate saturation (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<p>The CG-intergranular, FG-intergranular, and BG-pores were smaller in the III-GHR layer. The sediment in the III-GHR layer had low SSA. The reservoir space and adsorption capacity of the sediment were low and weak, respectively. After gas and water form and migrate to the III-GHR layer, it may be difficult to stay and no sufficient effective space to form the gas hydrate. The CT scan of samples shows FG-intergranular pores dominate the microstructure of the III-GHR layers (<xref ref-type="table" rid="T4">Table 4</xref>). The gas hydrate saturation of the CT scan samples in this layer is also very low (0.63&#x2013;1.08%), indicating that the gas hydrate is not enriched. Hence, this layer may act as a gas migration channel (<xref ref-type="fig" rid="F11">Figure 11</xref>). In the I-GHR layer, the sediments had many CG-intergranular pores and BG-pores (<xref ref-type="table" rid="T4">Table 4</xref>), indicating a more effective reservoir space and higher permeability (<xref ref-type="fig" rid="F11">Figure 11</xref>). The CT scan samples&#x2019;&#x2019; gas hydrate saturation in this layer is very high (58.48&#x2013;62.89%). Thus, the gas hydrate had sufficient space and conditions to form and accumulate in the I-GHR layer. The II-GHR layer is a transition layer between the III- and I-GHR layers. The gas hydrate saturation of the CT scan samples in this layer (18.35&#x2013;42.47%) is lower than in the I-GHR layer (<xref ref-type="fig" rid="F3">Figure 3</xref> and <xref ref-type="table" rid="T4">Table 4</xref>). Sediments with microstructural features similar to the I-GHR layer are favorable for gas hydrate accumulation, and those similar to the III-GHR layer are unfavorable for gas hydrate accumulation (<xref ref-type="fig" rid="F11">Figure 11</xref>). Although many BG-pores in the non-GH layer were filled, CG-intergranular pores were rare, making it difficult to form an effective reservoir space (<xref ref-type="fig" rid="F6">Figures 6</xref>, <xref ref-type="fig" rid="F10">10</xref>). Based on CT scan samples, the microstructure of sediments in the III-GHR layer is dominated by filled BG- and FG-intergranular pores (<xref ref-type="table" rid="T4">Table 4</xref>). The gas hydrate saturation of the CT scan samples in this layer is very low (1.45&#x2013;3.41%). Meanwhile, the sediments in the non-GH layer had high SSA, which indicates that there were many FG-intergranular pores in the sediment, thereby leading to low permeability and strong adsorption of the sediments and making free gas or pore water migration difficult (<xref ref-type="fig" rid="F11">Figure 11</xref>). The sediment in the I- and III-GHR layers had the same low SSA, indicating a weak adsorption capacity for free gas or pore water. However, the non-GH layer overlying the I-GHR layer had strong adsorption capacity and lacked an effective reservoir space. Thus, free gas and pore water may accumulate in the I&#x2013;GHR layer and form gas hydrates (<xref ref-type="fig" rid="F11">Figure 11</xref>).</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>The microstructure types and gas hydrate saturation of samples.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sample</th>
<th align="center">Depth (mbsf)</th>
<th align="center">Intervals</th>
<th align="center">Dominated microstructure</th>
<th align="center">Gas Hydrate Saturation (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">W19-6</td>
<td align="char" char=".">126.60</td>
<td align="left">Non-GH layer</td>
<td align="left">filled BG- and FG-intergranular pores</td>
<td align="char" char=".">1.8</td>
</tr>
<tr>
<td align="left">W19-8</td>
<td align="char" char=".">127.80</td>
<td align="left"/>
<td align="left">filled BG- and FG-intergranular pores</td>
<td align="char" char=".">1.45</td>
</tr>
<tr>
<td align="left">W19-10</td>
<td align="char" char=".">130.15</td>
<td align="left"/>
<td align="left">FG-intergranular pores</td>
<td align="char" char=".">3.41</td>
</tr>
<tr>
<td align="left">W19-14</td>
<td align="char" char=".">136.35</td>
<td align="left">&#x2160;-GHR layer</td>
<td align="left">CG-intergranular and BG-pores</td>
<td align="char" char=".">62.89</td>
</tr>
<tr>
<td align="left">W19-15</td>
<td align="char" char=".">137.60</td>
<td align="left"/>
<td align="left">CG-intergranular and BG-pores</td>
<td align="char" char=".">65.04</td>
</tr>
<tr>
<td align="left">W19-16</td>
<td align="char" char=".">138.60</td>
<td align="left"/>
<td align="left">CG-intergranular and BG-pores</td>
<td align="char" char=".">58.48</td>
</tr>
<tr>
<td align="left">W19-17</td>
<td align="char" char=".">140.20</td>
<td align="left">&#x2161;-GHR layer</td>
<td align="left">FG-intergranular pores</td>
<td align="char" char=".">18.35</td>
</tr>
<tr>
<td align="left">W19-21</td>
<td align="char" char=".">146.35</td>
<td align="left"/>
<td align="left">FG- and CG-intergranular pores</td>
<td align="char" char=".">34.4</td>
</tr>
<tr>
<td align="left">W19-25</td>
<td align="char" char=".">149.00</td>
<td align="left"/>
<td align="left">FG- and CG-intergranular pores</td>
<td align="char" char=".">42.47</td>
</tr>
<tr>
<td align="left">W19-28</td>
<td align="char" char=".">156.35</td>
<td align="left"/>
<td align="left">FG- and CG-intergranular pores</td>
<td align="char" char=".">33.45</td>
</tr>
<tr>
<td align="left">W19-33</td>
<td align="char" char=".">162.80</td>
<td align="left">&#x2162;-GHR layer</td>
<td align="left">FG-intergranular pores</td>
<td align="char" char=".">1.08</td>
</tr>
<tr>
<td align="left">W19-39</td>
<td align="char" char=".">167.10</td>
<td align="left"/>
<td align="left">FG-intergranular pores</td>
<td align="char" char=".">0.63</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Model of gas hydrate accumulation.</p>
</caption>
<graphic xlink:href="feart-10-876134-g011.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s6">
<title>Conclusion</title>
<p>Based on the variation in gas hydrate saturation, the study interval was divided into non-GH, I-, II-, and III-GHR layers. Based on the SEM observations and CT scans, the study interval had three types of pores: CG-intergranular pores, FG-intergranular pores, and BG-pores.</p>
<p>The microstructure of the non-GH layer was dominated by FG-intergranular pores and had many filled BG-pores. The CG-intergranular and BG-pores dominated the microstructure of the I-GHR layer. All types of pores in the study interval were rare in the III-GHR layer; while the II-GHR layer represented a transition between the I-GHR and III-GHR layers.</p>
<p>The CG-intergranular and BG-pores can provide effective reservoir space and increase the permeability of sediment, which is conducive to gas hydrate accumulation. The FG-intergranular pores reduce permeability and are not conducive to gas hydrate accumulation. Clay minerals and calcareous ultramicrofossils with small grain sizes and complex microstructures fill the effective reservoir space and reduce the permeability of sediment. Clay minerals and calcareous ultramicrofossils improve the adsorption capacity of sediment to free gas or pore water, which is not conducive to gas hydrate formation and accumulation.</p>
<p>The non-GH layer sediment has strong absorption capacity and few effective pores, which inhibit the upward migration of free gas or pore water. The underlying I-GHR layer has high permeability and a more effective reservoir space. The superposition of the non-GH and I-GHR layers was conducive to the formation and accumulation of gas hydrates.</p>
</sec>
</body>
<back>
<sec id="s7">
<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 author.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>CB: complete work including theoretical development, editing and writing of the manuscript. PS: complete work including theoretical development, filed support, and modifying of the manuscript. XS: theoretical development and modifying of the manuscript. JG: samples preparation and analysis. HC: filed support and biological data analysis. SH: modifying of the manuscript. GZ: modifying of the manuscript.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>Foundation of Hubei Key Laboratory of Marine Geological Resources (No. MGR202002). This works was supported by China Geological Survey Project (No. DD20190224), Chinese Fundamental Research Funds for the Central Universities (No. 2652019079) and Foundation of Hubei Key Laboratory of Marine Geological Resources (No. MGR202002).</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<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="s11">
<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 would like to thank the Guangzhou Marine Geological Survey (GMGS) for allowing the data of this research to be shared. We wish to thank all those who contributed to the China National Gas Hydrate Program Expedition 3.</p>
</ack>
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