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<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<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">1059948</article-id>
<article-id pub-id-type="doi">10.3389/feart.2022.1059948</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>Contribution of soluble organic matter to hydrocarbon generation in saline lacustrine source rocks: Evidence from thermal simulation experiments</article-title>
<alt-title alt-title-type="left-running-head">Xing and Xu</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/feart.2022.1059948">10.3389/feart.2022.1059948</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Xing</surname>
<given-names>Lantian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1464349/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xu</surname>
<given-names>Li</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1553878/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Research Center for Oil and Gas Resources</institution>, <institution>Northwest Institute of Eco-Environment and Resources</institution>, <institution>Chinese Academy of Sciences</institution>, <addr-line>Lanzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Research Institute of Petroleum Exploration and Development Northwest</institution>, <institution>Petro China</institution>, <addr-line>Lanzhou</addr-line>, <country>China</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/1652151/overview">Muhsan Ehsan</ext-link>, Bahria University, Pakistan</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/1549967/overview">Huiyuan Xu</ext-link>, Sinopec, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1575067/overview">Chenglin Liu</ext-link>, China University of Petroleum, Beijing, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Li Xu, <email>xuli0055@126.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Geochemistry, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1059948</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Xing and Xu.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Xing and Xu</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>Soluble organic matter generally exists in the source rocks of saline lacustrine basins. In this paper, we quantified the contribution of soluble organic matter to hydrocarbon generation based on thermal simulation experiments using a saline lacustrine source rock from the Qaidam Basin. Our results show that the yields of gaseous and liquid hydrocarbons in the thermal simulation products are greatly improved in the presence of soluble organic matter. As a comparison, the maximum yields of gaseous and liquid hydrocarbons in series C (without soluble organic matter) were 270&#xa0;mg/gTOC and 329.78&#xa0;mg/gTOC, respectively, while in series A (with soluble organic matter) they were 364 and 602.98&#xa0;mg/gTOC, respectively. The proportion of isoprenoids and n-alkanes in the products also increased from approximately 3%&#x2013;40%. Meanwhile, the presence of soluble organic matter reduced the temperature corresponding to the hydrocarbon generation peak from 375 to 250&#xb0;C. Moreover, the presence of soluble organic matter also had a remarkable change on the stable carbon isotope composition of methane, resulting in more <sup>12</sup>C enrichment with a range of 2.24&#x2030;&#x2013;5.25&#x2030;. The combined evidence indicates that soluble organic matter can promote the formation of immature&#x2012;low maturity oil in source rocks.</p>
</abstract>
<kwd-group>
<kwd>saline lacustrine</kwd>
<kwd>soluble organic matter</kwd>
<kwd>thermal simulation experiment</kwd>
<kwd>source rock</kwd>
<kwd>Qaidam basin</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>The exploration and development of conventional and non-conventional hydrocarbons are significant and essential for the economy and growth of a country (<xref ref-type="bibr" rid="B1">Aziz et al., 2020</xref>; <xref ref-type="bibr" rid="B10">Khalil Khan et al., 2022</xref>). Due to the shortage of conventional resources, academics and geoscientists have to consider unconventional resources or reassess source rocks with low total organic carbon (TOC) content (<xref ref-type="bibr" rid="B13">Pan et al., 2010</xref>; <xref ref-type="bibr" rid="B7">Guo et al., 2019</xref>; <xref ref-type="bibr" rid="B21">Xing et al., 2022</xref>). The Paleogene (E) in the western Qaidam basin is widely distributed saline lacustrine source rocks. However, the source rocks are generally not considered rich in organic matter and are much less abundant than the typical lacustrine source rock. In the past 5&#xa0;years, the significant hydrocarbon exploration discovery has sped up studying the re-evaluation of this saline lacustrine source rocks (<xref ref-type="bibr" rid="B7">Guo et al., 2019</xref>).</p>
<p>According to previous studies, soluble organic matter is found in this saline lacustrine source rocks in the western Qaidam Basin (<xref ref-type="bibr" rid="B22">Zhang et al., 2017</xref>), which has an impact on the hydrocarbon potential and generation process of such source rocks (<xref ref-type="bibr" rid="B3">Du et al., 2021</xref>; <xref ref-type="bibr" rid="B4">Guan et al., 1998</xref>). In addition, this soluble organic matter is the parent material of middle-shallow hydrocarbon reservoirs in this area. Hence, the study of soluble organic matter in different occurrence states in source rocks is of great significance in re-evaluating the hydrocarbon potential and generation process of organic matter (<xref ref-type="bibr" rid="B14">Pan et al., 2018</xref>; <xref ref-type="bibr" rid="B4">Guan et al., 1998</xref>). Few previous works have been carried out on the hydrocarbon generation potential and evaluation of this set of source rocks (<xref ref-type="bibr" rid="B22">Zhang et al., 2017</xref>). However, an assessment of the quantitative contribution of soluble organic matter to hydrocarbon generation in saline lacustrine source rocks is still lacking. Given the above reasons, a comparative hydrocarbon-generation thermal simulation experiment was designed in this study. The primary purpose is to reevaluate and quantify the role and contribution of soluble organic matter in the hydrocarbon generation process within saline lacustrine source rocks. Additionally, the quantitative study based on thermal simulation experiments provides reliable evidence for re-evaluation of the potential resources in this area and subsequent exploration.</p>
</sec>
<sec id="s2">
<title>Samples and methods</title>
<sec id="s2-1">
<title>Sample preparation</title>
<p>The experimental sample was collected from the V sand unit of the upper member of the lower Ganchaigou Formation. The sample was washed and pulverized to 100-mesh and then divided into three equal-weight parts (series A&#x2012;C). The series A sample comprised source rock containing kerogen, and free and combinative soluble organic matter. The series B sample was extracted with chloroform for 72&#xa0;h to remove free soluble organic matter; hence, this sample contained only kerogen and combinative organic matter. Series C underwent chloroform extraction and removal of combinative organic matter, so that only kerogen remained. After sample pretreatment, an ELTRA CSI analyzer and a Rock-Eval 6 pyrolysis analyzer were used to measure the total organic carbon (TOC), S<sub>1</sub>, S<sub>2</sub>, and T<sub>max</sub> values. The mineral composition of the source rock sample is shown in <xref ref-type="table" rid="T1">Table 1</xref>, while the TOC and pyrolysis parameters are shown in <xref ref-type="table" rid="T2">Table 2</xref>. The high dolomite and low clay mineral contents indicate that the sample is a typical saline lacustrine source rock.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Mineral composition data of source rock sample (%).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">Quartz</th>
<th align="left">Orthoclase</th>
<th align="left">Plagioclase</th>
<th align="left">Calcite</th>
<th align="left">Siderite</th>
<th align="left">Pyrite</th>
<th align="left">Anhydrite</th>
<th align="left">Augite</th>
<th align="left">Dolomite</th>
<th align="left">Clay minerals</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left"/>
<td align="char" char=".">13.8</td>
<td align="char" char=".">1.4</td>
<td align="char" char=".">10.4</td>
<td align="char" char=".">12</td>
<td align="char" char=".">0.4</td>
<td align="char" char=".">4</td>
<td align="char" char=".">1.7</td>
<td align="char" char=".">4.9</td>
<td align="char" char=".">25.9</td>
<td align="char" char=".">25.5</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>TOC and pyrolysis parameters of sub-samples.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sub-samples</th>
<th align="left">TOC (%)</th>
<th align="left">S<sub>1</sub> (mg/g)</th>
<th align="left">S<sub>2</sub> (mg/g)</th>
<th align="left">T<sub>max</sub> (&#xb0;C)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Series A</td>
<td align="char" char=".">1.4</td>
<td align="char" char=".">2.6</td>
<td align="char" char=".">5.5</td>
<td align="char" char=".">427.7</td>
</tr>
<tr>
<td align="left">Series B</td>
<td align="char" char=".">1.1</td>
<td align="char" char=".">0.5</td>
<td align="char" char=".">5.4</td>
<td align="char" char=".">423.9</td>
</tr>
<tr>
<td align="left">Series C</td>
<td align="char" char=".">17.2</td>
<td align="char" char=".">22.1</td>
<td align="char" char=".">65.0</td>
<td align="char" char=".">424.8</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-2">
<title>Thermal simulation experiments and product analysis</title>
<p>Thermal simulation experiments were conducted using an autoclave&#x2012;gold tube system. Details of the thermal simulation experimental process can be found in previous research (<xref ref-type="bibr" rid="B20">Xiao et al., 2005</xref>, <xref ref-type="bibr" rid="B19">2006</xref>; <xref ref-type="bibr" rid="B12">Pan et al., 2012</xref>; <xref ref-type="bibr" rid="B9">Jin et al., 2013</xref>; <xref ref-type="bibr" rid="B11">Li et al., 2013</xref>). Briefly, in these experiments, the pressure was set as 50&#xa0;MPa, and the pressure program controlled its change by &#xb1; 0.1&#xa0;MPa. After the autoclave was rapidly raised from room temperature to 250&#xb0;C, it was further raised to 450&#xb0;C at a heating rate of 2&#xb0;C/h. A sample was taken every 25&#xb0;C between 250 and 450&#xb0;C, and pyrolysis data of different temperature points were obtained for each series (A&#x2012;C). The pyrolysis experiments were completed simultaneously so that the experimental conditions of the series A&#x2012;C samples were utterly consistent.</p>
<p>After each thermal simulation experiment, each gold tube was put into a vacuum glass acquisition system connected to a chromatograph (<xref ref-type="bibr" rid="B15">Tian et al., 2006</xref>; <xref ref-type="bibr" rid="B6">Guo et al., 2009</xref>), and the gold tube was punctured. Once the gas was balanced, the valve was opened, and the gas was automatically imported into an HP5890 II chromatograph for quantitative analysis. The gas chromatograph was equipped with a fused silica column (Poraplot-Q, 30&#xa0;m &#xd7; 0.25 mm &#xd7; 0.25&#xa0;&#xb5;m) with Helium as the carrier gas at a constant flow rate of 1.2&#xa0;ml/min. The initial gas chromatograph (GC) oven temperature was 60&#xb0;C for 6&#xa0;min, followed by an increase of 15&#xb0;C/min up to 180&#xb0;C and maintenance for 4&#xa0;min. The minimum detection limit of the system is 0.01&#xa0;ml gas, and the relative error is &#x3c;0.5% (<xref ref-type="bibr" rid="B12">Pan et al., 2012</xref>; <xref ref-type="bibr" rid="B9">Jin et al., 2013</xref>; <xref ref-type="bibr" rid="B11">Li et al., 2013</xref>).</p>
<p>The gas chromatograph-isotope ratio-mass spectrometer (GC-IR-MS) analysis of the gas in this study was performed on a Delta Plus<sup>XL</sup> equipped with a GC. The GC was fitted with the same column as described above, and the GC temperature program was as follows: start temperature of 50&#xb0;C, held for 3&#xa0;min, followed by an increase gradient of 3&#xb0;C/min to 200&#xb0;C (<xref ref-type="bibr" rid="B5">Guo et al., 2009</xref>) and a final hold time of 30&#xa0;min. Individual compounds were oxidized at 930&#xb0;C for measurement of their carbon isotope ratios.</p>
<p>Liquid hydrocarbon products were extracted with dichloromethane, filtered with a filter membrane (pore size 0.45&#xa0;&#x3bc;m), and weighed. Hydrocarbons were then identified using a GC/MS system (Agilent 7890, Agilent Technologies, United States) interfaced with a mass spectrometric detector (<xref ref-type="bibr" rid="B17">Xia et al., 2013</xref>) (MSD, Agilent 5973N). Helium was used as the carrier gas in constant (<xref ref-type="bibr" rid="B2">Behar et al., 1992</xref>) flow mode at 2&#xa0;ml/min. The injector temperature was 280&#xb0;C, and the oven temperature program was 3&#xa0;min at 40&#xb0;C, followed by an increase of 2&#xb0;C/min up to 100&#xb0;C, then 5&#xb0;C/min up to 280&#xb0;C, where it was maintained for 20&#xa0;min. The ionization energy was 70&#xa0;eV.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and discussion</title>
<sec id="s3-1">
<title>Productivity and stable carbon isotope composition of gases</title>
<p>Hydrocarbon gas yields and stable carbon isotope compositions at different simulation temperatures are shown in <xref ref-type="fig" rid="F1">Figure 1</xref> and <xref ref-type="table" rid="T3">Table 3</xref>. When the simulated temperature was lower than 375&#xb0;C, the gaseous hydrocarbon yields of the three series were similar, because the samples had not wholly entered the pyrolysis gas production stage. A large number of minerals in series A affected the hydrocarbon generation of organic matter. When the experimental temperature reached 400&#xb0;C, the hydrocarbon gas yield of the series A sample was considerably higher than those of series B and C. This indicates that the soluble organic matter had begun to produce hydrocarbon gases. As the simulated temperature rose, the role of soluble organic matter became more significant. For example, at 450&#xb0;C, the total hydrocarbon gas (C<sub>1&#x2012;5</sub>) yield of series A was 364 mg/gTOC, while the series B and C yields were 262.56 and 270 mg/gTOC, respectively. In addition, the yield data (<xref ref-type="fig" rid="F1">Figure 1</xref> and <xref ref-type="table" rid="T3">Table 3</xref>) also show that the methane and (<xref ref-type="bibr" rid="B16">Wang and Cheng, 2000</xref>) total hydrocarbon gas yields of the B series sample were similar to those of the C series. In contrast, the liquid hydrocarbon yield (C<sub>6&#x2012;14</sub>) of the B series sample was higher than that of the C series, indicating that the contribution of bound organic matter to the hydrocarbon products is mainly reflected in the liquid hydrocarbons.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Plot of hydrocarbon yield for each series [<bold>(A)</bold>: CH<sub>4</sub> yield; <bold>(B)</bold> C<sub>1-5</sub> yield; <bold>(C)</bold> C<sub>2-5</sub> yield].</p>
</caption>
<graphic xlink:href="feart-10-1059948-g001.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Hydrocarbon yields (mg/gTOC) and stable carbon isotope compositions (&#x2030;) for the A, B, and C series samples at different temperatures.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">T (&#xb0;C)</th>
<th rowspan="2" align="left">Weight (mg)</th>
<th rowspan="2" align="left">EasyRo (%)</th>
<th rowspan="2" align="left">CH<sub>4</sub>
</th>
<th rowspan="2" align="left">C<sub>2</sub>H<sub>6</sub>
</th>
<th rowspan="2" align="left">C<sub>2</sub>H<sub>4</sub>
</th>
<th rowspan="2" align="left">C<sub>3</sub>H<sub>8</sub>
</th>
<th rowspan="2" align="left">C<sub>3</sub>H<sub>6</sub>
</th>
<th rowspan="2" align="left">iC<sub>4</sub>H<sub>10</sub>
</th>
<th rowspan="2" align="left">nC<sub>4</sub>H<sub>10</sub>
</th>
<th rowspan="2" align="left">iC<sub>5</sub>H<sub>12</sub>
</th>
<th rowspan="2" align="left">nC<sub>5</sub>H<sub>12</sub>
</th>
<th rowspan="2" align="left">C<sub>6&#x2012;14</sub>
</th>
<th rowspan="2" align="left">C<sub>14&#x2b;</sub>
</th>
<th rowspan="2" align="left">C<sub>1&#x2012;5</sub>
</th>
<th rowspan="2" align="left">C<sub>2&#x2012;5</sub>
</th>
<th colspan="4" align="center">&#x3b4;<sup>13</sup>C</th>
</tr>
<tr>
<th align="left">CH<sub>4</sub>
</th>
<th align="left">C<sub>2</sub>H<sub>6</sub>
</th>
<th align="left">C<sub>3</sub>H<sub>8</sub>
</th>
<th align="left">CO<sub>2</sub>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="20" align="left">A Sample</td>
</tr>
<tr>
<td align="left">250.1</td>
<td align="char" char=".">700.12</td>
<td align="char" char=".">0.31</td>
<td align="char" char=".">0.11</td>
<td align="char" char=".">0.03</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.03</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">2.25</td>
<td align="char" char=".">394.83</td>
<td align="char" char=".">0.20</td>
<td align="char" char=".">0.09</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="char" char=".">&#x2212;1.02</td>
</tr>
<tr>
<td align="left">275.1</td>
<td align="char" char=".">700.29</td>
<td align="char" char=".">0.36</td>
<td align="char" char=".">0.20</td>
<td align="char" char=".">0.09</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.11</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">2.91</td>
<td align="char" char=".">409.01</td>
<td align="char" char=".">0.45</td>
<td align="char" char=".">0.25</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="char" char=".">0.02</td>
</tr>
<tr>
<td align="left">298.4</td>
<td align="char" char=".">700.52</td>
<td align="char" char=".">0.43</td>
<td align="char" char=".">0.29</td>
<td align="char" char=".">0.07</td>
<td align="char" char=".">0.04</td>
<td align="char" char=".">0.09</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">0.05</td>
<td align="char" char=".">0.03</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">4.08</td>
<td align="char" char=".">409.90</td>
<td align="char" char=".">0.63</td>
<td align="char" char=".">0.34</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="char" char=".">0.64</td>
</tr>
<tr>
<td align="left">325.0</td>
<td align="char" char=".">700.53</td>
<td align="char" char=".">0.53</td>
<td align="char" char=".">0.94</td>
<td align="char" char=".">0.32</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.46</td>
<td align="char" char=".">0.04</td>
<td align="char" char=".">0.18</td>
<td align="char" char=".">0.14</td>
<td align="char" char=".">0.06</td>
<td align="char" char=".">0.03</td>
<td align="char" char=".">9.55</td>
<td align="char" char=".">453.74</td>
<td align="char" char=".">2.17</td>
<td align="char" char=".">1.23</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="char" char=".">1.22</td>
</tr>
<tr>
<td align="left">350.1</td>
<td align="char" char=".">700.10</td>
<td align="char" char=".">0.64</td>
<td align="char" char=".">4.18</td>
<td align="char" char=".">2.23</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">2.96</td>
<td align="char" char=".">0.06</td>
<td align="char" char=".">0.73</td>
<td align="char" char=".">1.10</td>
<td align="char" char=".">0.47</td>
<td align="char" char=".">0.28</td>
<td align="char" char=".">24.31</td>
<td align="char" char=".">602.98</td>
<td align="char" char=".">12.03</td>
<td align="char" char=".">7.85</td>
<td align="left">&#x2212;42.98</td>
<td align="left">&#x2212;26.61</td>
<td align="left">&#x2212;23.99</td>
<td align="char" char=".">2.32</td>
</tr>
<tr>
<td align="left">375.1</td>
<td align="char" char=".">700.04</td>
<td align="char" char=".">0.74</td>
<td align="char" char=".">13.58</td>
<td align="char" char=".">9.06</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">10.50</td>
<td align="char" char=".">0.08</td>
<td align="char" char=".">2.24</td>
<td align="char" char=".">4.10</td>
<td align="char" char=".">1.67</td>
<td align="char" char=".">1.18</td>
<td align="char" char=".">92.70</td>
<td align="char" char=".">557.11</td>
<td align="char" char=".">42.42</td>
<td align="char" char=".">28.84</td>
<td align="left">&#x2212;40.22</td>
<td align="left">&#x2212;25.17</td>
<td align="left">&#x2212;23.53</td>
<td align="char" char=".">3.10</td>
</tr>
<tr>
<td align="left">400.1</td>
<td align="char" char=".">700.28</td>
<td align="char" char=".">0.89</td>
<td align="char" char=".">29.77</td>
<td align="char" char=".">22.20</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">25.73</td>
<td align="char" char=".">0.11</td>
<td align="char" char=".">5.74</td>
<td align="char" char=".">11.11</td>
<td align="char" char=".">4.62</td>
<td align="char" char=".">3.45</td>
<td align="char" char=".">220.04</td>
<td align="char" char=".">323.34</td>
<td align="char" char=".">102.74</td>
<td align="char" char=".">72.97</td>
<td align="left">&#x2212;36.89</td>
<td align="left">&#x2212;24.55</td>
<td align="left">&#x2212;23.73</td>
<td align="char" char=".">2.98</td>
</tr>
<tr>
<td align="left">425.1</td>
<td align="char" char=".">620.00</td>
<td align="char" char=".">1.13</td>
<td align="char" char=".">56.79</td>
<td align="char" char=".">44.76</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">54.15</td>
<td align="char" char=".">0.25</td>
<td align="char" char=".">12.57</td>
<td align="char" char=".">24.44</td>
<td align="char" char=".">9.39</td>
<td align="char" char=".">7.45</td>
<td align="char" char=".">231.97</td>
<td align="char" char=".">148.96</td>
<td align="char" char=".">209.81</td>
<td align="char" char=".">153.02</td>
<td align="left">&#x2212;35.29</td>
<td align="left">&#x2212;24.79</td>
<td align="left">&#x2212;23.79</td>
<td align="char" char=".">2.68</td>
</tr>
<tr>
<td align="left">450.1</td>
<td align="char" char=".">499.83</td>
<td align="char" char=".">1.40</td>
<td align="char" char=".">104.77</td>
<td align="char" char=".">85.19</td>
<td align="char" char=".">0.04</td>
<td align="char" char=".">97.63</td>
<td align="char" char=".">0.40</td>
<td align="char" char=".">21.94</td>
<td align="char" char=".">37.78</td>
<td align="char" char=".">8.82</td>
<td align="char" char=".">7.66</td>
<td align="char" char=".">79.71</td>
<td align="char" char=".">105.75</td>
<td align="char" char=".">364.24</td>
<td align="char" char=".">259.47</td>
<td align="left">&#x2212;34.35</td>
<td align="left">&#x2212;24.68</td>
<td align="left">&#x2212;22.19</td>
<td align="char" char=".">2.07</td>
</tr>
<tr>
<td colspan="20" align="left">B Sample</td>
</tr>
<tr>
<td align="left">250.1</td>
<td align="char" char=".">699.89</td>
<td align="char" char=".">0.31</td>
<td align="char" char=".">0.20</td>
<td align="char" char=".">0.10</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.11</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">0.03</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">2.01</td>
<td align="char" char=".">239.38</td>
<td align="char" char=".">0.50</td>
<td align="char" char=".">0.3</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="char" char=".">&#x2212;0.14</td>
</tr>
<tr>
<td align="left">275.1</td>
<td align="char" char=".">700.15</td>
<td align="char" char=".">0.36</td>
<td align="char" char=".">0.33</td>
<td align="char" char=".">0.19</td>
<td align="char" char=".">0.04</td>
<td align="char" char=".">0.26</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">0.03</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">3.64</td>
<td align="char" char=".">248.29</td>
<td align="char" char=".">0.93</td>
<td align="char" char=".">0.6</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="char" char=".">0.72</td>
</tr>
<tr>
<td align="left">298.4</td>
<td align="char" char=".">699.91</td>
<td align="char" char=".">0.43</td>
<td align="char" char=".">0.54</td>
<td align="char" char=".">0.28</td>
<td align="char" char=".">0.04</td>
<td align="char" char=".">0.40</td>
<td align="char" char=".">0.03</td>
<td align="char" char=".">0.07</td>
<td align="char" char=".">0.06</td>
<td align="char" char=".">0.03</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">6.52</td>
<td align="char" char=".">251.51</td>
<td align="char" char=".">1.47</td>
<td align="char" char=".">0.93</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="char" char=".">0.84</td>
</tr>
<tr>
<td align="left">325.0</td>
<td align="char" char=".">700.12</td>
<td align="char" char=".">0.53</td>
<td align="char" char=".">1.21</td>
<td align="char" char=".">0.41</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.54</td>
<td align="char" char=".">0.04</td>
<td align="char" char=".">0.16</td>
<td align="char" char=".">0.16</td>
<td align="char" char=".">0.06</td>
<td align="char" char=".">0.14</td>
<td align="char" char=".">13.2</td>
<td align="char" char=".">333.15</td>
<td align="char" char=".">2.73</td>
<td align="char" char=".">1.52</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="char" char=".">1.82</td>
</tr>
<tr>
<td align="left">350.1</td>
<td align="char" char=".">700.19</td>
<td align="char" char=".">0.64</td>
<td align="char" char=".">5.00</td>
<td align="char" char=".">2.65</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">3.28</td>
<td align="char" char=".">0.07</td>
<td align="char" char=".">0.71</td>
<td align="char" char=".">1.21</td>
<td align="char" char=".">0.48</td>
<td align="char" char=".">0.34</td>
<td align="char" char=".">30</td>
<td align="char" char=".">420.34</td>
<td align="char" char=".">13.76</td>
<td align="char" char=".">8.76</td>
<td align="left">&#x2212;41.28</td>
<td align="left">&#x2212;26.13</td>
<td align="left">&#x2212;23.75</td>
<td align="char" char=".">3.43</td>
</tr>
<tr>
<td align="left">375.1</td>
<td align="char" char=".">700.37</td>
<td align="char" char=".">0.74</td>
<td align="char" char=".">13.75</td>
<td align="char" char=".">9.75</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">10.36</td>
<td align="char" char=".">0.08</td>
<td align="char" char=".">2.02</td>
<td align="char" char=".">4.03</td>
<td align="char" char=".">1.41</td>
<td align="char" char=".">1.22</td>
<td align="char" char=".">60.7</td>
<td align="char" char=".">361.68</td>
<td align="char" char=".">42.63</td>
<td align="char" char=".">28.88</td>
<td align="left">&#x2212;31.88</td>
<td align="left">&#x2212;24.44</td>
<td align="left">&#x2212;22.76</td>
<td align="char" char=".">3.63</td>
</tr>
<tr>
<td align="left">400.1</td>
<td align="char" char=".">699.47</td>
<td align="char" char=".">0.89</td>
<td align="char" char=".">27.43</td>
<td align="char" char=".">19.81</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">19.54</td>
<td align="char" char=".">0.16</td>
<td align="char" char=".">4.58</td>
<td align="char" char=".">7.94</td>
<td align="char" char=".">3.18</td>
<td align="char" char=".">3.55</td>
<td align="char" char=".">106.85</td>
<td align="char" char=".">217.96</td>
<td align="char" char=".">86.22</td>
<td align="char" char=".">58.79</td>
<td align="left">&#x2212;35.45</td>
<td align="left">&#x2212;23.80</td>
<td align="left">&#x2212;22.10</td>
<td align="char" char=".">4.08</td>
</tr>
<tr>
<td align="left">425.1</td>
<td align="char" char=".">600.11</td>
<td align="char" char=".">1.13</td>
<td align="char" char=".">47.27</td>
<td align="char" char=".">37.38</td>
<td align="char" char=".">0.03</td>
<td align="char" char=".">41.45</td>
<td align="char" char=".">0.23</td>
<td align="char" char=".">9.18</td>
<td align="char" char=".">13.74</td>
<td align="char" char=".">6.96</td>
<td align="char" char=".">6.31</td>
<td align="char" char=".">113.02</td>
<td align="char" char=".">112.94</td>
<td align="char" char=".">162.55</td>
<td align="char" char=".">115.28</td>
<td align="left">&#x2212;33.07</td>
<td align="left">&#x2212;23.40</td>
<td align="left">&#x2212;22.14</td>
<td align="char" char=".">4.22</td>
</tr>
<tr>
<td align="left">450.1</td>
<td align="char" char=".">499.84</td>
<td align="char" char=".">1.40</td>
<td align="char" char=".">84.82</td>
<td align="char" char=".">63.67</td>
<td align="char" char=".">0.04</td>
<td align="char" char=".">66.86</td>
<td align="char" char=".">0.42</td>
<td align="char" char=".">14.62</td>
<td align="char" char=".">23.20</td>
<td align="char" char=".">4.83</td>
<td align="char" char=".">4.09</td>
<td align="char" char=".">67.19</td>
<td align="char" char=".">72.63</td>
<td align="char" char=".">262.56</td>
<td align="char" char=".">177.74</td>
<td align="left">&#x2212;32.12</td>
<td align="left">&#x2212;22.68</td>
<td align="left">&#x2212;19.93</td>
<td align="char" char=".">3.92</td>
</tr>
<tr>
<td colspan="20" align="left">C Sample</td>
</tr>
<tr>
<td align="left">250.1</td>
<td align="char" char=".">120.71</td>
<td align="char" char=".">0.31</td>
<td align="char" char=".">0.21</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.03</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">2.56</td>
<td align="char" char=".">79.23</td>
<td align="char" char=".">0.28</td>
<td align="char" char=".">0.07</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="char" char=".">&#x2212;22.37</td>
</tr>
<tr>
<td align="left">275.1</td>
<td align="char" char=".">120.59</td>
<td align="char" char=".">0.36</td>
<td align="char" char=".">0.35</td>
<td align="char" char=".">0.05</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.08</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">3.46</td>
<td align="char" char=".">81.8</td>
<td align="char" char=".">0.50</td>
<td align="char" char=".">0.15</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="char" char=".">&#x2212;25.37</td>
</tr>
<tr>
<td align="left">298.4</td>
<td align="char" char=".">120.90</td>
<td align="char" char=".">0.43</td>
<td align="char" char=".">0.71</td>
<td align="char" char=".">0.14</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.22</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.03</td>
<td align="char" char=".">0.05</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">4.39</td>
<td align="char" char=".">116.9</td>
<td align="char" char=".">1.18</td>
<td align="char" char=".">0.47</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="char" char=".">&#x2212;25.72</td>
</tr>
<tr>
<td align="left">325.0</td>
<td align="char" char=".">100.87</td>
<td align="char" char=".">0.53</td>
<td align="char" char=".">1.68</td>
<td align="char" char=".">0.58</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">0.91</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.25</td>
<td align="char" char=".">0.28</td>
<td align="char" char=".">0.15</td>
<td align="char" char=".">0.07</td>
<td align="char" char=".">11.3</td>
<td align="char" char=".">166.21</td>
<td align="char" char=".">3.93</td>
<td align="char" char=".">2.25</td>
<td align="left">&#x2212;37.73</td>
<td align="left">&#x2212;24.55</td>
<td align="left">&#x2212;22.81</td>
<td align="char" char=".">&#x2212;24.19</td>
</tr>
<tr>
<td align="left">350.1</td>
<td align="char" char=".">100.97</td>
<td align="char" char=".">0.64</td>
<td align="char" char=".">3.54</td>
<td align="char" char=".">2.41</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">3.13</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">0.99</td>
<td align="char" char=".">1.41</td>
<td align="char" char=".">0.98</td>
<td align="char" char=".">0.48</td>
<td align="char" char=".">25.7</td>
<td align="char" char=".">329.78</td>
<td align="char" char=".">12.94</td>
<td align="char" char=".">9.4</td>
<td align="left">&#x2212;36.67</td>
<td align="left">&#x2212;25.45</td>
<td align="left">&#x2212;22.56</td>
<td align="char" char=".">&#x2212;23.66</td>
</tr>
<tr>
<td align="left">375.1</td>
<td align="char" char=".">100.95</td>
<td align="char" char=".">0.74</td>
<td align="char" char=".">12.72</td>
<td align="char" char=".">10.32</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">10.59</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">3.07</td>
<td align="char" char=".">4.81</td>
<td align="char" char=".">2.93</td>
<td align="char" char=".">1.56</td>
<td align="char" char=".">78.77</td>
<td align="char" char=".">318.01</td>
<td align="char" char=".">46.02</td>
<td align="char" char=".">33.3</td>
<td align="left">&#x2212;35.42</td>
<td align="left">&#x2212;23.42</td>
<td align="left">&#x2212;21.29</td>
<td align="char" char=".">&#x2212;22.57</td>
</tr>
<tr>
<td align="left">400.1</td>
<td align="char" char=".">100.83</td>
<td align="char" char=".">0.89</td>
<td align="char" char=".">32.18</td>
<td align="char" char=".">24.94</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">23.46</td>
<td align="char" char=".">0.03</td>
<td align="char" char=".">6.30</td>
<td align="char" char=".">9.87</td>
<td align="char" char=".">4.93</td>
<td align="char" char=".">2.71</td>
<td align="char" char=".">163.35</td>
<td align="char" char=".">165.06</td>
<td align="char" char=".">104.42</td>
<td align="char" char=".">72.24</td>
<td align="left">&#x2212;34.08</td>
<td align="left">&#x2212;22.78</td>
<td align="left">&#x2212;21.55</td>
<td align="char" char=".">&#x2212;21.80</td>
</tr>
<tr>
<td align="left">425.1</td>
<td align="char" char=".">68.02</td>
<td align="char" char=".">1.13</td>
<td align="char" char=".">58.76</td>
<td align="char" char=".">43.05</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">41.07</td>
<td align="char" char=".">0.07</td>
<td align="char" char=".">10.14</td>
<td align="char" char=".">14.87</td>
<td align="char" char=".">5.53</td>
<td align="char" char=".">3.56</td>
<td align="char" char=".">107.92</td>
<td align="char" char=".">106.04</td>
<td align="char" char=".">177.06</td>
<td align="char" char=".">118.3</td>
<td align="left">&#x2212;33.28</td>
<td align="left">&#x2212;22.99</td>
<td align="left">&#x2212;22.00</td>
<td align="char" char=".">&#x2212;21.53</td>
</tr>
<tr>
<td align="left">450.1</td>
<td align="char" char=".">80.85</td>
<td align="char" char=".">1.40</td>
<td align="char" char=".">92.37</td>
<td align="char" char=".">64.24</td>
<td align="char" char=".">0.01</td>
<td align="char" char=".">64.56</td>
<td align="char" char=".">0.17</td>
<td align="char" char=".">15.72</td>
<td align="char" char=".">23.34</td>
<td align="char" char=".">5.89</td>
<td align="char" char=".">4.27</td>
<td align="char" char=".">49.4</td>
<td align="char" char=".">100.03</td>
<td align="char" char=".">270.58</td>
<td align="char" char=".">178.21</td>
<td align="left">&#x2212;32.11</td>
<td align="left">&#x2212;22.86</td>
<td align="left">&#x2212;20.62</td>
<td align="char" char=".">&#x2212;23.16</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<xref ref-type="fig" rid="F2">Figure 2</xref> shows the stable carbon isotope compositions of methane (<xref ref-type="fig" rid="F2">Figure 2A</xref>), ethane (<xref ref-type="fig" rid="F2">Figure 2B</xref>), and propane (<xref ref-type="fig" rid="F2">Figure 2C</xref>) in the three series. The isotopic composition of each series became markedly heavier with an increase in temperature. Compared with series C, the carbon isotope compositions of methane, ethane, and propane in series A were markedly enriched in <sup>12</sup>C. However, for carbon dioxide (<xref ref-type="fig" rid="F2">Figure 2D</xref>), the products in series C were more enriched in <sup>12</sup>C than those in series A and B.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Comparison of the stable carbon isotope compositions of each component [<bold>(A)</bold>: &#x3b4;<sup>13</sup>C-CH<sub>4</sub>; <bold>(B)</bold> &#x3b4;<sup>13</sup>C-C<sub>2</sub>H<sub>6</sub>; <bold>(C)</bold> &#x3b4;<sup>13</sup>C-C<sub>3</sub>H<sub>8</sub>; <bold>(D)</bold> &#x3b4;<sup>13</sup>C-CO<sub>2</sub>].</p>
</caption>
<graphic xlink:href="feart-10-1059948-g002.tif"/>
</fig>
<p>On the basis of the above experimental results, the differences in gas yield and isotopic characteristics of each series are inferred to be caused by the type and quantity of organic matter in the samples themselves, which leads to different gas production mechanisms and processes. The series A sample contained kerogen and soluble organic matter, and its hydrocarbon production per unit of organic matter was higher than those of series B and C. This is a result of the contribution of soluble organic matter in series A. The differences in carbon isotope signatures are related to the different gas production mechanisms. Gas produced in series C mainly came from kerogen cracking, primarily derived from the demethylation of C<sub>14&#x2b;</sub> nuclear polycondensation. In the series A sample, in addition to demethylation, the C&#x2012;C bond of C<sub>6&#x2b;</sub> saturated chains and the C&#x2012;C bond of C<sub>2&#x2012;5</sub> fatty chains was fractured in the cracking gas (<xref ref-type="bibr" rid="B8">Hill et al., 2003</xref>; <xref ref-type="bibr" rid="B6">Guo et al., 2009</xref>). The mean &#x3b4;<sup>13</sup>C value of carbon dioxide in series C was &#x2212;23.37&#x2030; (<xref ref-type="fig" rid="F2">Figure 2D</xref>), while series A and B samples exhibited positive &#x3b4;<sup>13</sup>C values (<xref ref-type="fig" rid="F2">Figure 2D</xref>) caused by the thermal cracking of inorganic minerals in the pyrolysis process. We can conclude that the abundant soluble organic matter in the source rocks of this saline lake basin has a significant influence on hydrocarbon generation, both in terms of gas generation potential and controlling the carbon isotope characteristics of hydrocarbon gases.</p>
</sec>
<sec id="s3-2">
<title>Hydrocarbon productivity</title>
<p>Liquid hydrocarbons were a fundamental component of the thermal simulation products. When the temperature was lower than 350&#xb0;C, the liquid hydrocarbon yield increased slowly with an increase in experimental temperature. In comparison, when the temperature was higher than 350&#xb0;C, the yield decreased gradually as the temperature increased (<xref ref-type="fig" rid="F3">Figure 3</xref>). In the three sample series analyzed herein, the variation trend of liquid hydrocarbon yield with changing temperature was consistent (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Liquid hydrocarbon yield comparison.</p>
</caption>
<graphic xlink:href="feart-10-1059948-g003.tif"/>
</fig>
<p>Although each series showed a similar change trend, the corresponding yields were markedly different at equivalent temperatures. At a given temperature condition, series A had the largest yield, and series C the smallest. These differences in liquid hydrocarbon yield further demonstrate the contribution of free and combinative soluble organic matter to hydrocarbon generation. The contribution of hydrocarbons generated by pyrolysis of combinative soluble organic matter results in the yield of series B being higher than that of series C. Moreover, concurrent pyrolysis of free and combinative soluble organic matter results in the yield of series A being the highest.</p>
</sec>
<sec id="s3-3">
<title>Biomarker characteristics</title>
<p>In addition to the yield and carbon isotope analysis of gaseous and liquid hydrocarbons, we also analyzed the characteristics of biomarkers (<xref ref-type="fig" rid="F4">Figure 4</xref>). Because the total hydrocarbon production of series B was low, there was insufficient material to carry out GCMS analysis and biomarker parameter calculation. Therefore, only the differences between the biomarkers of series A and C are discussed below.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Biomarker spectrograms of thermally simulated products at 250&#x00B0;C [<bold>(A&#x2013;C)</bold> was total ion chromatogram of series A, B, and C, respectively; <bold>(D&#x2013;F)</bold> was the spectrum of m/z 85; <bold>(G&#x2013;I)</bold> was the spectrum of m/z 217; <bold>(J&#x2013;L)</bold> was the spectrum of m/z 191].</p>
</caption>
<graphic xlink:href="feart-10-1059948-g004.tif"/>
</fig>
<p>Both series A and C displayed abundant steranes at different temperatures, with the &#x3b1;&#x3b1;&#x3b1;C<sub>27</sub> sterane having the highest concentration (<xref ref-type="fig" rid="F4">Figures 4G,I</xref>). In addition, both samples contained abundant 4-methyl steranes (<xref ref-type="fig" rid="F4">Figures 4G,I</xref>), which are related to a hydrocarbon generation parent material dominated by algae. Moreover, the mean value of gammacerane/&#x3b1;&#x3b2;-C<sub>30</sub> hopane was 0.93 in series A and 0.96 in series C (<xref ref-type="fig" rid="F4">Figure 4J,L</xref>), indicating a high salinity sedimentary environment. The contents of tricyclic terpanes in the two series were relatively consistent, among which the C<sub>23</sub> tricyclic terpane/(C<sub>23</sub> tricyclic terpane &#x2b; C<sub>30</sub> hopane) of series A was 0.38, and that of series C was 0.26 (<xref ref-type="fig" rid="F4">Figure 4J,L</xref>; <xref ref-type="table" rid="T4">Table 4</xref>). The above results indicate that the kerogen and soluble organic matter in these samples have the same parent material and source environment.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Characteristics of biomarkers in experimental series A and C.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">Temperature (&#xb0;C)</th>
<th align="left">&#x2211;C<sub>21-</sub>/&#x2211;C<sub>22&#x2b;</sub>
</th>
<th align="left">Pr/Ph</th>
<th align="left">Pr/nC<sub>17</sub>
</th>
<th align="left">Ph/nC<sub>18</sub>
</th>
<th align="left">A</th>
<th align="left">B</th>
<th align="left">C</th>
<th align="left">D</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="8" align="left">Series A</td>
<td align="char" char=".">250.1</td>
<td align="char" char=".">1.76</td>
<td align="left">0.23</td>
<td align="left">0.89</td>
<td align="left">2.46</td>
<td align="char" char=".">0.40</td>
<td align="left">0.93</td>
<td align="char" char=".">6.74</td>
<td align="left">0.38</td>
</tr>
<tr>
<td align="char" char=".">275.1</td>
<td align="char" char=".">0.87</td>
<td align="left">0.25</td>
<td align="left">0.57</td>
<td align="left">1.49</td>
<td align="char" char=".">0.16</td>
<td align="left">1.01</td>
<td align="char" char=".">6.14</td>
<td align="left">0.31</td>
</tr>
<tr>
<td align="char" char=".">298.4</td>
<td align="char" char=".">0.76</td>
<td align="left">0.24</td>
<td align="left">0.54</td>
<td align="left">1.42</td>
<td align="char" char=".">0.14</td>
<td align="left">0.96</td>
<td align="char" char=".">6.25</td>
<td align="left">0.31</td>
</tr>
<tr>
<td align="char" char=".">325.0</td>
<td align="char" char=".">0.80</td>
<td align="left">0.25</td>
<td align="left">0.53</td>
<td align="left">1.34</td>
<td align="char" char=".">0.14</td>
<td align="left">0.98</td>
<td align="char" char=".">6.02</td>
<td align="left">0.31</td>
</tr>
<tr>
<td align="char" char=".">350.1</td>
<td align="char" char=".">0.86</td>
<td align="left">0.35</td>
<td align="left">0.55</td>
<td align="left">1.19</td>
<td align="char" char=".">0.13</td>
<td align="left">1.05</td>
<td align="char" char=".">6.62</td>
<td align="left">0.37</td>
</tr>
<tr>
<td align="char" char=".">375.1</td>
<td align="char" char=".">1.09</td>
<td align="left">0.45</td>
<td align="left">0.49</td>
<td align="left">0.88</td>
<td align="char" char=".">0.12</td>
<td align="left">n.d.</td>
<td align="char" char=".">6.21</td>
<td align="left">0.69</td>
</tr>
<tr>
<td align="char" char=".">400.1</td>
<td align="char" char=".">1.11</td>
<td align="left">0.50</td>
<td align="left">0.21</td>
<td align="left">0.36</td>
<td align="char" char=".">0.05</td>
<td align="left">n.d.</td>
<td align="char" char=".">5.46</td>
<td align="left">0.96</td>
</tr>
<tr>
<td align="char" char=".">425.1</td>
<td align="char" char=".">1.42</td>
<td align="left">0.37</td>
<td align="left">0.02</td>
<td align="left">0.03</td>
<td align="char" char=".">0.01</td>
<td align="left">n.d</td>
<td align="char" char=".">5.50</td>
<td align="left">1.00</td>
</tr>
<tr>
<td align="char" char="."/>
<td align="char" char=".">450.1</td>
<td align="char" char=".">0.53</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="left">n.d.</td>
<td align="char" char=".">0.02</td>
<td align="left">n.d.</td>
<td align="char" char=".">5.66</td>
<td align="left">n.d.</td>
</tr>
<tr>
<td rowspan="9" align="left">Series C</td>
<td align="char" char=".">250.1</td>
<td align="char" char=".">0.29</td>
<td align="left">0.06</td>
<td align="left">0.35</td>
<td align="left">1.38</td>
<td align="char" char=".">0.03</td>
<td align="left">0.96</td>
<td align="char" char=".">5.61</td>
<td align="left">0.26</td>
</tr>
<tr>
<td align="char" char=".">275.1</td>
<td align="char" char=".">0.29</td>
<td align="left">0.08</td>
<td align="left">0.29</td>
<td align="left">1.15</td>
<td align="char" char=".">0.03</td>
<td align="left">0.95</td>
<td align="char" char=".">5.25</td>
<td align="left">0.26</td>
</tr>
<tr>
<td align="char" char=".">298.4</td>
<td align="char" char=".">0.32</td>
<td align="left">0.12</td>
<td align="left">0.24</td>
<td align="left">0.96</td>
<td align="char" char=".">0.03</td>
<td align="left">1.04</td>
<td align="char" char=".">5.33</td>
<td align="left">0.28</td>
</tr>
<tr>
<td align="char" char=".">325.0</td>
<td align="char" char=".">0.45</td>
<td align="left">0.38</td>
<td align="left">0.25</td>
<td align="left">0.46</td>
<td align="char" char=".">0.03</td>
<td align="left">1.13</td>
<td align="char" char=".">5.52</td>
<td align="left">0.31</td>
</tr>
<tr>
<td align="char" char=".">350.1</td>
<td align="char" char=".">0.50</td>
<td align="left">0.43</td>
<td align="left">0.26</td>
<td align="left">0.46</td>
<td align="char" char=".">0.03</td>
<td align="left">1.14</td>
<td align="char" char=".">5.39</td>
<td align="left">0.33</td>
</tr>
<tr>
<td align="char" char=".">375.1</td>
<td align="char" char=".">0.74</td>
<td align="left">0.73</td>
<td align="left">0.20</td>
<td align="left">0.25</td>
<td align="char" char=".">0.03</td>
<td align="left">n.d.</td>
<td align="char" char=".">4.32</td>
<td align="left">0.85</td>
</tr>
<tr>
<td align="char" char=".">400.1</td>
<td align="char" char=".">0.90</td>
<td align="left">0.79</td>
<td align="left">0.08</td>
<td align="left">0.09</td>
<td align="char" char=".">0.01</td>
<td align="left">n.d.</td>
<td align="char" char=".">5.51</td>
<td align="left">1.00</td>
</tr>
<tr>
<td align="char" char=".">425.1</td>
<td align="char" char=".">0.86</td>
<td align="left">0.45</td>
<td align="left">0.01</td>
<td align="left">0.01</td>
<td align="char" char=".">0.01</td>
<td align="left">n.d.</td>
<td align="char" char=".">5.95</td>
<td align="left">1.00</td>
</tr>
<tr>
<td align="char" char=".">450.1</td>
<td align="char" char=".">0.28</td>
<td align="left">0.82</td>
<td align="left">0.27</td>
<td align="left">0.51</td>
<td align="char" char=".">0.01</td>
<td align="left">n.d.</td>
<td align="char" char=".">5.87</td>
<td align="left">n.d.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Note: A, (Pr &#x2b; Ph)/&#x2211;C<sub>14&#x2012;36</sub>; B, gammacerane/&#x3b1;&#x3b2;C<sub>30</sub> hopane; C, &#x3b1;&#x3b1;&#x3b1;C<sub>27</sub> sterane/&#x3b1;&#x3b1;&#x3b1;C<sub>29</sub> sterane; D, C<sub>23</sub> tricyclic terpane/(C<sub>23</sub> tricyclic terpane &#x2b; &#x3b1;&#x3b2;C<sub>30</sub> hopane).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Although each of the series samples exhibited similar parent material and environment, the isoprenoid contents in the products were markedly different. As shown in <xref ref-type="fig" rid="F4">Figures 4A,D</xref>, series A products contained high contents of Pr and Ph, and Ph was the dominant peak in the total ionization chromatograph. The ratio of (Pr&#x2b; Ph)/nC<sub>10-35</sub> in the product reached 40% at 250&#xb0;C, but the ratio gradually decreased with increasing temperature. By comparison, the contents of Pr and Ph in the products of series C were markedly reduced (<xref ref-type="fig" rid="F4">Figure 4C</xref>), and the ratio of (Pr&#x2b;Ph)/nC<sub>10-35</sub> was only 1%&#x2013;3% (<xref ref-type="fig" rid="F5">Figure 5A</xref>; <xref ref-type="table" rid="T4">Table 4</xref>). Phytane dominance was observed in both series A and C, with Pr/nC<sub>17</sub> and Ph/nC<sub>18</sub> ratios of 0.89 and 2.46, and 0.35 and 1.38, respectively. However, with the simulated temperature increase, the ratio gradually approached zero owing to a large amount of isoprenoid cracking at high temperatures. This phenomenon is consistent with previous results (<xref ref-type="bibr" rid="B18">Xia et al., 1999</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Parameter comparison of biomarkers [<bold>(A)</bold> (Pr&#x2b;Ph)/nC<sub>10&#x2012;35</sub>; <bold>(B)</bold> Pr/nC<sub>17</sub>; <bold>(C)</bold> Ph/nC<sub>18</sub>; <bold>(D)</bold> Pr/Ph].</p>
</caption>
<graphic xlink:href="feart-10-1059948-g005.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>On the basis of temperature-programmed simulation experiments of saline lacustrine low-maturity source rocks from the Qaidam Basin, the influence of soluble organic matter on the hydrocarbon generation process and isotopic characteristics of the resultant products were comparatively analyzed and discussed. The following conclusions can be drawn:<list list-type="simple">
<list-item>
<p>(1) The presence of soluble organic matter substantially influences the hydrocarbon generation capacity, stable carbon isotope composition, and composition of liquid hydrocarbon biomarkers of source rocks. In addition to increasing the yield of hydrocarbons, the carbon isotope composition of the products is enriched in <sup>12</sup>C, and the content of isoalkanes in liquid hydrocarbons is increased.</p>
</list-item>
<list-item>
<p>(2) Soluble organic matter also influences the evolution of source rocks. Soluble organic matter can promote a large amount of hydrocarbon generation during the early stage of the thermal degradation of source rocks, thus forming large quantities of immature&#x2012;low maturity oil and gas, and widening the hydrocarbon-generation range of source rocks.</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<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="s6">
<title>Author contributions</title>
<p>LaX: conceptualization, formal analysis, and writing-original draft. LiX: data curation, formal analysis, validation, writing-review and editing.</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<title>Conflict of interest</title>
<p>Author LiX was employed by the company Research Institute of Petroleum Exploration and Development Northwest, Petro China.</p>
<p>The remaining author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s8">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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