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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">765497</article-id>
<article-id pub-id-type="doi">10.3389/feart.2021.765497</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>Mesozoic Tectono-Thermal Event of the Qinshui Basin, Central North China Craton: Insights From Illite Crystallinity and Vitrinite Reflectance</article-title>
<alt-title alt-title-type="left-running-head">Liu et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Tectono-Thermal History of Qingshui Basin, NCC</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Runchuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1285221/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ren</surname>
<given-names>Zhanli</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yang</surname>
<given-names>Peng</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/1433091/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>He</surname>
<given-names>Huaiyu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Smith</surname>
<given-names>Thomas M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Lin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>State Key Laboratory of Lithospheric Evolution, Institute of Geology and Geophysics, Chinese Academy of Sciences, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>State Key Laboratory of Continental Dynamics, Department of Geology, Northwest University, <addr-line>Xi&#x2019;an</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Institutes of Earth Science, Chinese Academy of Sciences, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<label>
<sup>4</sup>
</label>College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, <addr-line>Beijing</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/112983/overview">Kai-Jun Zhang</ext-link>, University of Chinese Academy of Sciences, China</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/1471451/overview">Kun Yu</ext-link>, Chinese Academy of Sciences (CAS), China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1447721/overview">Hongjian Zhu</ext-link>, Yanshan University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Zhanli Ren, <email>Renzhanl@nwu.edu.cn</email>; Peng Yang, <email>p.yang@nwu.edu.cn</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>25</day>
<month>10</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>765497</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>09</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Liu, Ren, Yang, He, Smith, Guo and Wu.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Liu, Ren, Yang, He, Smith, Guo and Wu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The Qinshui Basin is in the Central Orogenic Belt of the North China Craton (NCC), and the production of coalbed methane accounts for 70% of China&#x2019;s total coalbed methane output. Aiming at the unclear dynamic causes of large-scale coalbed methane accumulation in the basin and the unclear response relationship with the destruction of the NCC, we present joint illite crystallinity and vitrinite reflectance study across the Zijin Mountain and Qincan 1 wells of the Qinshui Basin, respectively. Inverse modeling suggested that tectono-thermal events occurred during the Early Cretaceous, associated with the maximum burial depth and heat flow. The maximum paleo-geothermal temperature and gradient reconstruction results recorded at the Carboniferous strata are 180&#x2013;190&#xb0;C and 6.5&#xb0;C/100&#xa0;m. The denudation thicknesses recorded by illite crystallinity of Zijinshan and the vitrinite reflectance of the Qincan 1 Well are 3,180.63&#xa0;m and 3,269.32&#xa0;m, respectively. We propose that the Qinshui Basin was affected by the extensional environment of the NCC, which caused deep lithospheric thinning and magma upwelling, and a tectono-thermal event occurred during the Early Cretaceous in Qinshui Basin. In addition, the accumulation of coalbed methane, triggered by a tectono-thermal event during the Early Cretaceous, is consistent with the early Cretaceous accumulation and mineralization events in the NCC. Overall, our results reflect the subduction event influence of the western Pacific plate into the East Asian continental plate on the tectono-thermal history of the Central Orogenic Belt of the NCC, which is theoretically significant for clarifying the thermal lithospheric thickness and rheological structure of the basin, as well as the evolutionary history of coalbed methane, and the basin response relationship to the destruction of the&#x20;NCC.</p>
</abstract>
<kwd-group>
<kwd>Qinshui Basin</kwd>
<kwd>North China Craton</kwd>
<kwd>Tectono-thermal event</kwd>
<kwd>Illite</kwd>
<kwd>Basin modeling</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Structurally, the Qinshui Basin belongs to the Shanxi block in the center of the North China Craton (NCC) (<xref ref-type="bibr" rid="B19">He, 2015</xref>; <xref ref-type="bibr" rid="B91">Zhu et&#x20;al., 2015</xref>). It is one of the areas with the most abundant coal resources within the NCC, and the production of coalbed methane ranks first in China. At present, there are about 11,000 coalbed methane wells in the basin, accounting for more than 70% of the total number of coalbed methane drilling wells in China, making it one of China&#x2019;s most important energy sources (<xref ref-type="bibr" rid="B87">Zhao et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B32">Li Z. et&#x20;al., 2018</xref>, <xref ref-type="bibr" rid="B28">Li et&#x20;al., 2018&#x20;R.</xref>).</p>
<p>During the late Mesozoic, the NCC has experienced intense transformation and destruction, and the early Cretaceous was a critical period of lithospheric thinning and destruction for the eastern NCC (<xref ref-type="bibr" rid="B31">Li et&#x20;al., 2012b</xref>). Numerous studies, therefore, focused on the spatial distribution of the transformation and of the destruction of the NCC (<xref ref-type="bibr" rid="B80">Zhang et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B81">Zhang, 2012</xref>; <xref ref-type="bibr" rid="B91">Zhu et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B36">Meng et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B34">Liu, 2020</xref>). Up to now, the timing, the spatial range, the specific process, and the dynamic mechanism of lithospheric thinning and destruction have been investigated (<xref ref-type="bibr" rid="B74">Ying et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B90">Zhu et&#x20;al., 2012</xref>, <xref ref-type="bibr" rid="B95">2014</xref>, <xref ref-type="bibr" rid="B93">2017</xref>; <xref ref-type="bibr" rid="B92">Zhu and Xu, 2019</xref>; <xref ref-type="bibr" rid="B79">Zhai et&#x20;al., 2020</xref>, <xref ref-type="bibr" rid="B41">2021a</xref>, <xref ref-type="bibr" rid="B78">2021b</xref>). The range of destruction of the NCC is thought to be limited to only the eastern region. However, additional evidence shows that the lithospheric thickness in the central and western parts of the NCC varies greatly (<xref ref-type="bibr" rid="B8">Chen, 2009</xref>; <xref ref-type="bibr" rid="B4">Chang et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B33">Ling et&#x20;al., 2017</xref>), indicating that the thinning and reformation of the lithospheric mantle also occurred in the central and western NCC, but the influence of destruction event on the Qinshui Basin remains unclear.</p>
<p>Due to the limited spatial distribution of mantle xenoliths and magmatic rocks, the research on lithospheric thinning and the evolution history of the Ordos Basin in the western part of the NCC is limited, and the research on whole strata of the Qinshui Basin in the central part is even weaker. It is still under debate whether there is excessive thinning of lithosphere and cratonic destruction in the central (Qinshui Basin) and western (Ordos Basin) parts of the NCC (<xref ref-type="bibr" rid="B29">SongLin et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B90">Zhu et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B33">Ling et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B65">Xinhui et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B34">Liu, 2020</xref>). In addition to abnormal changes in the geothermal field, which can to a certain extent reveal the process of deep lithospheric activity, the tectono-thermal history during the Mesozoic and Cenozoic in the basin and the restoration of the paleotemperature field are the keys to recovering the thermal structure of the lithosphere in different periods. In other words, the tectono-thermal history of different parts of the Qinshui Basin needs to be accurately described and compared to improve the understanding of its tectono-thermal history, which is directly related to the generation, migration, and accumulation processes of coal/gas and the evaluation of the mature evolution of the organic matter.</p>
<p>To date, many petroleum geologists have focused on the tectonic uplift history, thermal evolution history, and coalbed methane of the Qinshui basin, suggesting that the Qinshui Basin was affected by the destruction of the NCC, which caused a tectonic thermal event in the basin during the Early Cretaceous, prompting the rapid over-maturation of source rocks and the production of coalbed methane (<xref ref-type="bibr" rid="B45">Ren et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B51">Sun et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B46">Ren et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B50">Sun et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B59">Wei et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B37">Meng et&#x20;al., 2015a</xref>, <xref ref-type="bibr" rid="B38">2015b</xref>; <xref ref-type="bibr" rid="B49">Sun et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B36">Meng et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B75">Yu et&#x20;al., 2020a</xref>; <xref ref-type="bibr" rid="B84">Ren et&#x20;al., 2020</xref>). It has been demonstrated by hydrocarbon explorations that a large amount of coalbed methane was preserved in the north and south parts of the basin. All of these past works provide a very important foundation for our research. In addition, the study of both the geothermal field and the thermal structure of the lithosphere is an effective way to examine the deep geodynamics and the evolution of the craton. Strengthening the study of geothermal events in The Qinshui Basin in the Early Cretaceous is not only of great theoretical significance to improve the understanding of the dynamic evolution mechanism of the lithosphere in NCC, but it is also of great practical significance to mineralization research, reservoir-forming, and the exploration of coal, coalbed methane and other mineral resources in the Qinshui Basin of the central NCC. Recently, geologists and industry paid close attention to the dynamic evolution of the lithosphere and its relationship with mineral accumulation (mineralization) in the central and western parts of the&#x20;NCC.</p>
<p>The purpose of this study is to reveal the tectonic thermal evolution history and its deep mechanism of different strata, and to discuss the response relationship with basin hydrocarbon source generation and the NCC craton destruction, using the paleotemperature scale and a standard basin modeling procedure. Therefore, in this work, an integrated method combining the illite crystallinity, vitrinite reflectivity, and Basin Mod 1D is proposed to improve the understanding of the thermal history of the formation in the central Qinshui basin. For such a purpose, we systematically collected, tested, and analyzed samples from different layers in the central basin, combined with vitrinite reflectance (<italic>R</italic>
<sub>o</sub>) data from different layers in Well Qincan 1. Based on our data, we obtained a comprehensive reconstruction of the thermal history of different stratum in the central basin, which is of theoretical significance for clarifying the thermal lithospheric thickness and rheological structure of the basin, as well as the evolution history of coalbed methane, and the basin response relationship to the destruction of the&#x20;NCC.</p>
</sec>
<sec id="s2">
<title>Geological Setting</title>
<p>The intracratonic NCC is located between the Central Asian Orogen Belt (CAOB) and the Central China Orogenic Belt (CCOB), and by convention, the NCC has been subdivided into the West Block, Eastern Block, and the Trans-North China Orogen (<xref ref-type="bibr" rid="B85">Zhao et&#x20;al., 2009</xref>, <xref ref-type="bibr" rid="B86">2001</xref>) (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). Variably exposed Archean to Paleoproterozoic rocks compose the basement of the NCC, it is unconformably overlaid on the Mesoproterozoic unmodified volcano-sedimentary sequence and Phanerozoic caprock (<xref ref-type="bibr" rid="B47">Shanxi, 1989</xref>). Archean stratigraphy is represented by strata of the Wutai Group and Huping Group, dominated by Tiebao movement and forms a lithology represented by schist, gneiss, marble, and migmatite, whereas Proterozoic stratigraphy consists of schist, gneiss, sandstone, powder sandstone, and mud shale, from bottom to top. The early Paleozoic strata in the Qinshui Basin are mainly represented by the Cambrian-Middle Ordovician thick carbonate rocks, including argillaceous limestone, oolitic limestone, dolomite, and other huge thick deposits, and a large-scale unconformity denudation event was experienced between the Middle Ordovician and the Early Carboniferous, leading to the absence of the Silurian, Devonian, and part of the Early Carboniferous strata. Late Carboniferous to Early Permian alternate marine and terrestrial sequences, and is characterized by coal-bearing strata, overlaid by the Late Permian to Triassic red beds and conglomerates (<xref ref-type="bibr" rid="B47">Shanxi, 1989</xref>; <xref ref-type="bibr" rid="B95">Zhu et&#x20;al., 2014</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Geological Setting of Qinshui Basin <bold>(A)</bold> Tectonic and basin map of China. Structures are modified from (<xref ref-type="bibr" rid="B97">Yang et&#x20;al., 2018</xref>, <xref ref-type="bibr" rid="B96">2021a</xref>) <bold>(B)</bold> Regional topographic and neotectonic map of North China. Structures are modified from Ye et&#x20;al. (1987); Deng et&#x20;al. (1987); Qi and Yang, (2010), Zhang et&#x20;al. (2019), and Su et&#x20;al. (2021). Red boxes show the location of the study areas. <bold>(B)</bold> Distribution map of North China Craton and Qinshui Basin.</p>
</caption>
<graphic xlink:href="feart-09-765497-g001.tif"/>
</fig>
<p>The Qinshui Basin is located in the south-central part of the Trans-North China Orogen, surrounded by the Taihang Mountains in the east, the Huo Mountains in the west, the Zhongtiao Mountains in the south, and the Wutai Mountains in the north (<xref ref-type="bibr" rid="B3">Cai et&#x20;al., 2011</xref>) (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). The crust of the study area is relatively thin, and the strata of Paleozoic are widely&#x20;exposed around the basin while the Mesozoic strata are exposed in the center part of the basin. Besides, the provenance of the strata is extensive, the tectono-thermal history of the Qinshui Basin is complex, and the stratigraphic denudation discontinuity is obvious and its development experienced multi-cyclic tectonic-sedimentary evolution (<xref ref-type="bibr" rid="B3">Cai et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B30">Li et&#x20;al., 2012a</xref>; <xref ref-type="bibr" rid="B95">Zhu et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B9">Chen et&#x20;al., 2018</xref>). It is an ideal place to study the tectono-thermal history of the south-central NCC during the Paleozoic and Mesozoic (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>; <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A)</bold> Sample location in Qinshui Basin, includes crack, well location, and city location. Structures modified from Meng et&#x20;al. (2015), <xref ref-type="bibr" rid="B95">Zhu et&#x20;al. (2014)</xref>. <bold>(B)</bold> Regional stratigraphy column of the Cambrian-Cenozoic strata in the Qinshui Basin (<xref ref-type="bibr" rid="B47">Shanxi, 1989</xref>; <xref ref-type="bibr" rid="B94">Zhu, 2013</xref>; <xref ref-type="bibr" rid="B95">Zhu et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B32">Li Z. et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B34">Liu, 2020</xref>).</p>
</caption>
<graphic xlink:href="feart-09-765497-g002.tif"/>
</fig>
</sec>
<sec id="s3">
<title>Sampling and Methodology</title>
<sec id="s3-1">
<title>Sample Collection and Preparation</title>
<p>To investigate the tectono-thermal history and denudation thickness of the Qinshui Basin, we collected the vitrinite reflectance data of the Qincan 1 well from PetroChina Huabei Oilfield Company, the vitrinite reflectance was tested with the same methods as described in <xref ref-type="bibr" rid="B75">Yu et&#x20;al. (2020a)</xref> (Table&#x20;3); note that the abnormal high reflectance of vitrinite near the unconformity of the Carboniferous and Ordovician strata has been eliminated.</p>
<p>We also collected mudstones and shale stones from the western edge of the basin to the center of the basin to purify illite (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>). We sampled unaltered outcrops of fresh rocks in the elevated area to maximize the relief wherever lithology and access were permitted. All samples collected in this work are Permian&#x2013;Jurassic mudstones at an elevation ranging from 956 to 1,680&#xa0;m (<xref ref-type="sec" rid="s12">Supplementary Table S1</xref>; <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). All the samples were analyzed for XRF to calculate the illite crystallinity and relative content of clay minerals and analyzed at the Exploration and Development Research Institute of Daqing Oilfield (China National Petroleum Corporation), China.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Geological profile of the Qinshui Basin. <bold>(A)</bold> Dark purple red shale of Guanjiashan, Guanjialiang village, Huozhou <bold>(B)</bold> Cambrian Mantou formation shale in East Qiliyu village, Huozhou <bold>(C)</bold> Maroon ferruginous claystone of the Carboniferous Hutian section, Huozhou <bold>(D)</bold> Gray black mud shale of the Shihezi Formation in Donggou, Qinyuan <bold>(E)</bold> Purple-red mudstone in the Triassic Heshanggou formation, Qinyuan <bold>(F)</bold> Sandy mudstone in the Triassic Liujiagou formation, Qinyuan <bold>(G)</bold> Fuchsia mudstone of the Jurassic Ruqu formation, Zijinshan <bold>(H)</bold> Hujiacun Stage of Yanchang Formation, Zijinshan <bold>(I)</bold> Gray-black silty mudstone of the Permian Shihezi 1-2 Formation, Qinyuan.</p>
</caption>
<graphic xlink:href="feart-09-765497-g003.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Scanning Electron Microscopy Analysis</title>
<p>Polished thin sections were made from representative samples for microscopic observation. To further identify the clay minerals and composition of the illite structure, scanning electron microscopy (SEM) observations and energy dispersive spectrometry (EDS) analyses were carried out with an acceleration voltage of 15&#xa0;kV and a working distance of 10&#xa0;cm at the Electron Microprobe Analysis and Scanning Electron Microscope Laboratory of the Institute of Geology and Geophysics, Chinese Academy of Sciences (IGGCAS). To obtain high-quality images, the polished samples were coated with 8&#xa0;nm carbon before analysis.</p>
</sec>
<sec id="s3-3">
<title>XRD Analysis</title>
<p>To achieve illite XRD analysis tests, the mudstone, siltstone, and calcareous mudstone samples needed to be &#x223c;150&#xa0;g with more than 40% clay content. We chose clay-rich samples (argillaceous siltstone, silty mudstone, mudstone, etc.,.) and crushed them to the diameter of 0.5&#x2013;1&#xa0;cm with a hammer; we subsequently used a DF-4 hammer crusher to crush the samples for less than 30&#xa0;s. We used the Stock method to collect 40&#xa0;mg of particles having diameter &#x3c;2&#xa0;&#x3bc;m and removed the liquid in suspension using an LXJ-64-1 centrifuge (<xref ref-type="bibr" rid="B27">Kisch, 1987</xref>; H.J.; <xref ref-type="bibr" rid="B26">Kisch, 1990</xref>).</p>
<p>We prepared the Oriented Clay Tablets by Precipitation Method with density &#x3e;3&#xa0;mg/cm<sup>2</sup> and dried the tablets naturally at room temperature (<xref ref-type="bibr" rid="B27">Kisch, 1987</xref>; H.J.; <xref ref-type="bibr" rid="B26">Kisch, 1990</xref>). We carried out the ethylene glycol expansion experiment at 50&#xb0;C, then according to the clay minerals contained in the sample, we heated the sample at 500&#xb0;C, the precision on the temperature of the muffle furnace used for heating is &#xb1;2&#xb0;C. The experimental instrument is the Rigaku D/max-2200X diffractometer, with the following measurement parameters: 40&#xa0;kV voltage, 40&#xa0;mA current, Cu target, 1/2&#xb0; emitting slit, 5.5&#xa0;mm receiving slit, 0.04&#xb0; Soller slit, scanning step length of 0.017&#xb0;&#x394;2&#x3b8;, and scan time of the 20&#xa0;s by X&#x2019; Celerator detector. The scanning range for mineral phase and polytype identification is 4&#x2013;60&#xb0;&#x394;2&#x3b8;. The test range of crystallinity of illite and chlorite for oriented flake is 2.6&#x2013;15&#xb0;&#x394;2&#x3b8;.</p>
</sec>
</sec>
<sec sec-type="results" id="s4">
<title>Results</title>
<sec id="s4-1">
<title>Clay Mineral Assemblage</title>
<p>Through the X-ray diffraction analysis of the sample, we can determine the dominant authigenic clay mineral assemblages in each stratigraphic unit (<xref ref-type="sec" rid="s12">Supplementary Table S2</xref>). The clay minerals in the Triassic, Jurassic, Permian, and Cambrian strata in the central area of the Qinshui Basin are dominated by illite, and the combination of clay minerals is I &#x2b; C &#x2b; K. The interlayer ratio of I/S disorder is high, and illite accounts for 70&#x2013;90%. The clay mineral assemblage in the Carboniferous strata is dominated by kaolinite, and the clay mineral assemblage is I &#x2b; C &#x2b; K with the high interlayer ratio of I/S disorder, and illite accounts for 80&#x2013;90% (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>; <xref ref-type="fig" rid="F5">Figure&#x20;5A</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>X-ray diffraction of illite in central Qinshui Basin. <bold>(A)</bold> Carboniferous carbonaceous mudstone. <bold>(B)</bold> Ruqu formation of Jurassic sample. <bold>(C)</bold> Shihezi formation of Permian sample. <bold>(D)</bold> Triassic formation sample.</p>
</caption>
<graphic xlink:href="feart-09-765497-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Distribution of crystallinity and clay minerals map <bold>(A)</bold> Illite content and stratum change diagram in I/S layer <bold>(B)</bold> Clay mineral and stratum distribution diagram.</p>
</caption>
<graphic xlink:href="feart-09-765497-g005.tif"/>
</fig>
<p>According to <xref ref-type="fig" rid="F5">Figure&#x20;5</xref>, there is a high illite content in each layer, most samples account for 50&#x2013;80% of the total content of clay minerals (<xref ref-type="fig" rid="F5">Figure&#x20;5A</xref>), and the illite proportion in the shallow layer is higher than that the deep layer (<xref ref-type="fig" rid="F5">Figure&#x20;5B</xref>), which may be caused by the sample difference. Kaolinite and the I/S mixed layer account for less than 30% of clay minerals. As the burial depth increases, kaolinite will turn into chlorite when the medium changes from acidic to alkaline (<xref ref-type="bibr" rid="B15">Gao et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B89">Zhu et&#x20;al., 2021</xref>). The I/S trend of different layers stays stable, but the proportion of illite is high, indicating the high TTI (Time-Temperature Indicator) of the study area (<xref ref-type="fig" rid="F5">Figure&#x20;5B</xref>) (<xref ref-type="bibr" rid="B43">Ramseyer and Boles, 1986</xref>). The distribution of clay mineral content shows that the basin has experienced a high paleogeothermal evolution process.</p>
<p>Through SEM observation (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref> and Supplementary Material), except for the upper Paleozoic Carboniferous Hutian section, the interlayer illite of mudstone and sandy mudstone in other layers is the main clay mineral of most samples. Illite associated with illite/smectite (I/S) and illite without I/S can be observed in different horizons, we can identify illite in four forms according to microstructure: &#x2460;. Strip illite associated with I/S (<xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>). &#x2461;. Feather and filamentous illite associated with I/S (<xref ref-type="fig" rid="F6">Figure&#x20;6D</xref>). &#x2462;. Feather and Bridge illite (<xref ref-type="fig" rid="F6">Figure&#x20;6E</xref>). &#x2463;. Rosette illite (<xref ref-type="fig" rid="F6">Figure&#x20;6I</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>The &#x201c;<bold>(A)</bold>&#x201d; represents BSE section photomicrographs and &#x201c;(<bold>A</bold>-1)&#x201d; represents SE section photomicrographs, which are the same structure, and so are other pictures. <bold>(A)</bold> and (<bold>A</bold>-1) illustrating textural features of cotton wadded I-S (R &#x3d; 3) and strip illite in Cambrian mudstone (HZS-3). <bold>(B)</bold> and (<bold>B</bold>-1) illustrating textural features of vermicular porous kaolinite in maroon iron clay rock of the Carboniferous Hutian section (QY-8). <bold>(C)</bold> and (<bold>C</bold>-1) illustrating textural features of blade chlorite in Grayish black mud shale of the upper Paleozoic Shihezi Formation (QY-11). <bold>(D)</bold> and (-1) illustrating textural features of feathery and filamentous illite in Grayish black silty mudstone of the upper Paleozoic Shihezi Formation (QY-12). <bold>(E)</bold> and (-1) illustrating textural features of feathery and bridged illite in the purple-red mudstone of Lower Triassic Heshanggou Formation of Mesozoic (QY-15). <bold>(F)</bold> and (-1) illustrating textural features of needle-shaped and laminated chlorite in the purple-red mudstone of Lower Triassic Heshanggou Formation of Mesozoic (QY-15). <bold>(G)</bold> and (-1) illustrating textural features of cotton wadded I/S (R &#x3d; 3) in mudstone of the Lower Triassic Heshanggou Formation of Mesozoic (YS-4). <bold>(H)</bold> and (-1) illustrating textural features of ribbon-packed, strip-shaped illite in mudstone of the Lower Triassic Heshanggou Formation of Mesozoic (YS-4). <bold>(I)</bold> and (-1) illustrating textural features of roseate illite in purple mudstone of the Middle Triassic Ermaying Formation of Mesozoic (YS-7). <bold>(J)</bold> and (-1) illustrating textural features of filamentous and feathery illite in purple mudstone of the Upper Triassic Yanchang Formation of Mesozoic (TG-15).</p>
</caption>
<graphic xlink:href="feart-09-765497-g006.tif"/>
</fig>
<p>The illite energy spectrum is characterized by Al/Si ratio is close to 0.8 and high K content, and the main elements are O, Al, Si, and K, and the K/Al ratio is close to 0.4 (<xref ref-type="bibr" rid="B55">Uysal, 2000</xref>; <xref ref-type="bibr" rid="B56">Uysal et&#x20;al., 2000</xref>, <xref ref-type="bibr" rid="B57">2001</xref>, <xref ref-type="bibr" rid="B54">2006</xref>; <xref ref-type="bibr" rid="B89">Zhu et&#x20;al., 2021</xref>). I/S (R &#x3d; 3) mainly appears in the form of cotton floc (<xref ref-type="fig" rid="F6">Figures 6A,G</xref>), and its energy spectrum is characterized by K/Ca content close to 0.5 and Al/Si ratio close to 0.5 (More details in the Supplementary material). Chlorite mainly occurs in the Shihezi Formation of Upper Paleozoic and Heshanggou formation of Lower Triassic of Mesozoic. Leaf-like (<xref ref-type="fig" rid="F6">Figure&#x20;6C</xref>) and needle/layered liked chlorite can be observed, and its energy spectrum is characterized by high Fe content, and the Fe/Si ratio is greater than 0.5 (<xref ref-type="fig" rid="F6">Figure&#x20;6F</xref>). Kaolinite is mainly observed in the maroon iron clay rock of the&#x20;upper series of the Hutian section of the Carboniferous in the upper Paleozoic, and it is hard to find kaolinite in the other&#x20;horizons, which is in the form of vermicular porous (<xref ref-type="fig" rid="F6">Figure&#x20;6B</xref>), and its energy spectrum characteristics show that the elements only contain O, Al, and Si, with Si/O &#x223c;1, the Si/Al &#x223c;0.8 (More details in the Supplementary material). It can be observed that kaolinite rarely contains other clay mineral components (<xref ref-type="bibr" rid="B55">Uysal, 2000</xref>; <xref ref-type="bibr" rid="B56">Uysal et&#x20;al., 2000</xref>, <xref ref-type="bibr" rid="B57">2001</xref>, <xref ref-type="bibr" rid="B54">2006</xref>; <xref ref-type="bibr" rid="B89">Zhu et&#x20;al., 2021</xref>).</p>
<p>In the SEM experimental observation, it is obvious that illite is the main component of sandstone interlayer clay minerals, and the other clay mineral components are relatively rare, indicating that the higher paleogeothermal temperature is conducive to the formation of illite in the process of basin evolution. Illite associated with I/S may be authigenic illite, but it&#x20;may be affected by grinding flakes resulting in the formation of&#x20;imperfect plates. However, it can be seen that many illite crystals growing alone have good crystal forms, showing rose and feather crystal forms (<xref ref-type="fig" rid="F6">Figure&#x20;6I</xref>). Generally, illite with good crystal form represents the authigenic illite, but the crystalline morphology of terrigenous clastic illite is generally poor and is&#x20;easy to be damaged in the process of long-distance transportation.</p>
</sec>
<sec id="s4-2">
<title>Paleotemperature Restoration</title>
<sec id="s4-2-1">
<title>Paleotemperature Restored by Vitrinite Reflectance</title>
<p>The vitrinite reflectance of the Qincan 1 well is between 1.0 and 2.5% at the range of 500&#x2013;1,000&#xa0;m depth (<xref ref-type="sec" rid="s12">Supplementary Table S3</xref>). The evolution degree of organic matter belongs to high maturity or over-maturity, combined with low current geothermal gradient, indicating that the basin has experienced high paleotemperature.</p>
<p>Based on the strong correlation between vitrinite reflectance&#x20;and maximum paleotemperature, the maximum paleotemperature that the stratum experienced can be calculated (<xref ref-type="bibr" rid="B2">Barker et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B98">Yang et&#x20;al., 2017a</xref>, <xref ref-type="bibr" rid="B99">2020</xref>). According to the relationship between the maximum paleotemperature and the burial depth, we can determine the paleo-gradient, the relationship between ln (<italic>R</italic>
<sub>
<italic>o</italic>
</sub>) and T<sub>max</sub>/&#xb0;C is calculated as follows:<disp-formula id="equ1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>ln</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>o</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.0096</mml:mn>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1.4</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>According to this formula, the relationship between the maximum paleotemperature and depth of the Qincan 1 well in the central part of the Qinshui Basin can be obtained (<xref ref-type="sec" rid="s12">Supplementary Table S3</xref>; <xref ref-type="fig" rid="F7">Figure&#x20;7</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Vitrinite reflectance (<italic>R</italic>
<sub>
<italic>o</italic>
</sub>) and depth map. <bold>(A)</bold>The relationship between ln (<italic>R</italic>
<sub>
<italic>o</italic>
</sub>) and depth of Qincan 1. <bold>(B)</bold> The relationship between Ro and depth of Qincan 1. <bold>(C)</bold> Maximum palegeotemperature of Qincan 1 well in central basin reverted by Ro.</p>
</caption>
<graphic xlink:href="feart-09-765497-g007.tif"/>
</fig>
<p>According to Vitrinite reflectance data from the Qincan 1 well, we calculated the maximum paleotemperature gradient to be 6.5&#xb0;C/100&#xa0;m, however, the current geothermal gradient of the Qincan 1 well is 2.4&#xb0;C/100&#xa0;m, which means the paleotemperature gradient is significantly higher than the current geothermal gradient (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>).</p>
</sec>
<sec id="s4-2-2">
<title>Paleotemperature Restored by Illite Crystallinity</title>
<p>We tested the illite crystallinity of mudstone samples from Permian to Triassic, which we also calibrated with international standard samples.</p>
<p>According to <xref ref-type="sec" rid="s12">Supplementary Table S1</xref>, we observed a correlation between the age of the stratum and the altitude; when altitude decreases and formation ages get older, the illite crystallinity of outcropping samples in the field gradually decreases, implying that the paleotemperature gradually increases. Therefore, there is a strong correlation between the sampling altitude and the maximum paleotemperature calculated by illite crystallinity (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>).</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Illite crystallinity, Illite crystallinity inversion of maximum paleotemperature and elevation map <bold>(A)</bold> Illite crystallinity and elevation map in central Qinshui Basin. <bold>(B)</bold> Maximum paleotemperature inverted by Illite crystallinity in central Qinshui Basin.</p>
</caption>
<graphic xlink:href="feart-09-765497-g008.tif"/>
</fig>
<p>The characteristics of illite crystallinity of mudstone in the central Qinshui Basin decrease from top to bottom, indicating&#x20;that the basin and surrounding orogenic belt were continuously uplifted and denuded to deeper and higher metamorphic degrees after the Late Triassic. For some of the samples, illite crystallinity is between 0.25 and 0.42&#xb0;, it belongs to low-grade metamorphism, reflecting the characteristics of illite of denuded Precambrian metamorphic around the basin. Combined with the high content of illite in the I/S mixed layer (<xref ref-type="fig" rid="F5">Figure&#x20;5A</xref>) and moderate contents of kaolinite in the clay minerals (<xref ref-type="fig" rid="F5">Figure&#x20;5B</xref>), this indicated that the clay minerals in the mudstone were affected by a high-temperature geothermal&#x20;field.</p>
<p>Illite/smectite (I/S) mixed-layer minerals are the most widely distributed mixed-layer clay minerals in sedimentary rocks. It is produced due to the mixing of the two terminal elements of illite and smectite in different proportions. Experimental studies have confirmed that when the temperature or depth increases, the proportion of the illite layer in the I/S layer gradually increases (<xref ref-type="bibr" rid="B43">Ramseyer and Boles, 1986</xref>). This is associated with the gradual transformation of the mixed layer from a disordered to an ordered structure. The degree of order of various types of I/S layer mineral structure and its existence temperature ranges are respectively (<xref ref-type="bibr" rid="B17">Harvey and Browne, 1991</xref>; M, 1993):</p>
<p>R &#x3d; 0 type, R<sub>0</sub> I/S, illite content &#x3c;60%, stable temperature &#x3c;140&#xb0;C; R &#x3d; 1 type, R<sub>1</sub> I/S, illite content 60&#x2013;85%, stable temperature 100&#x2013;180&#xb0;C; R &#x3d; 3 type, R<sub>3</sub> I/S, illite content &#x3e;85%, stable temperature &#x3e;190&#xb0;C; The relationship between the crystallinity of illite and its formation temperature has already been established in previous studies from <xref ref-type="bibr" rid="B23">Ji (2000)</xref>. Our work relies on these results to calculate the formation temperature of authigenic illite. The relationship between the crystallinity of authigenic illite (IC/&#xb0;) and its formation temperature (T/&#xb0;C) is as follows: <disp-formula id="equ2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>384.98</mml:mn>
<mml:mi>e</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.6219</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mi>I</mml:mi>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>To use crystallinity of illite minerals (including I/S minerals), recovery paleotemperatures, and stratum denudation depths, we considered the distribution of outcrop strata and studied two sections, the paleo-geothermal temperature of illite crystallinity recovery is between 200 and 220&#xa0;&#xb0;C (<xref ref-type="sec" rid="s12">Supplementary Table S1</xref>); overall, the temperature increases with the age of the stratum, and decreases with the sample elevation.</p>
</sec>
</sec>
<sec id="s4-3">
<title>Erosion Thickness Restoration</title>
<sec id="s4-3-1">
<title>Erosion Thickness Restored by Vitrinite Reflectance</title>
<p>With the increase of burial temperature, the degree of the thermal evolution of organic matter gradually increases, and the value of vitrinite reflectance (<italic>R</italic>
<sub>
<italic>o</italic>
</sub>) increases. However, the thermal evolution process of vitrinite reflectance is irreversible; in other words, when a formation is uplifted and cooled, the Vitrinite reflectance value will not decrease as the temperature decreases. Therefore, through a certain conversion relationship (<xref ref-type="bibr" rid="B1">Barker and Pawlewicz, 1986</xref>), it is possible to restore the highest ancient geothermal temperature reached in the geological period recorded by vitrinite reflectance. Based on the vitrinite reflectance distributed in the upper and lower structural layers of the unconformity, <xref ref-type="bibr" rid="B11">Dow (1977)</xref> used a different method to estimate the denudation thickness of a certain period for a formation. The application of the vitrinite reflectance difference method in the research fields of basin subsidence history, tectonic evolution history, or tectono-thermal evolution history, has shortcomings, as explained by several authors (<xref ref-type="bibr" rid="B10">Chen et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B20">Hu et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B52">Tong et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B53">Tong and Zhu, 2006</xref>), who made reasonable improvements, which we as describe&#x20;below.</p>
<p>
<xref ref-type="bibr" rid="B20">Hu et&#x20;al. (1999)</xref> pointed out that the method proposed by <xref ref-type="bibr" rid="B11">Dow (1977)</xref> to directly estimate the uplift scale and denudation amount of strata by using the Vitrinite reflectance data above&#x20;and below the unconformity surface lacks theoretical basis, and the results obtained by this method does not correspond to the represented denudation thickness but is equivalent to the loss amount of strata caused by normal fault dislocation. <xref ref-type="bibr" rid="B10">Chen et&#x20;al. (1999)</xref> considered that the effect of reburial on the vitrinite reflectance distributed above and below the unconformity surface is different, and considered that in the early stage of reburial, the vitrinite reflectance in the upper part of the unconformity surface changes greatly, while that in the lower part of the unconformity surface it changes less. When the reburial process reaches a certain extent, the difference between the vitrinite reflectance above and below the unconformity surface will become smaller and smaller, even unable to be distinguished, which brings some difficulties to estimating the denudation thickness by using the alternate method by <xref ref-type="bibr" rid="B11">Dow (1977)</xref>. Therefore, <xref ref-type="bibr" rid="B10">Chen et&#x20;al. (1999)</xref> proposed a vitrinite reflectance method based on the <xref ref-type="bibr" rid="B11">Dow (1977)</xref> method to restore the denudation thickness. Based on the theory of <xref ref-type="bibr" rid="B11">Dow (1977)</xref>, <xref ref-type="bibr" rid="B10">Chen et&#x20;al. (1999)</xref>, <xref ref-type="bibr" rid="B52">Tong et&#x20;al. (2005)</xref>, and Tong and Zhu. (2006) further developed the maximum paleotemperature method which links the denudation thickness and Vitrinite reflectance value. First, this new method has the advantage of being similar in the determination of the highest paleotemperature, and second, it has a simple calculation process. We reconstructed the denudation thickness by using the vitrinite reflectance distributed in the underlying stratum of the unconformity. Based on vitrinite reflectance, we also established a linear regression relationship between Vitrinite reflectance and the depth, and by extrapolating it to ln (0.2) &#x3d; 1.61, we obtained the approximate paleo-surface elevation. The&#x20;elevation difference between the paleo-surface and unconformity is the denudation thickness of the formation. Through this method, we estimated the denudation thickness of Jurassic formation in the Qincan 1 well to be &#x223c;3,269&#xa0;m (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>).</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Denudation thickness of central Qinshui Basin <bold>(A)</bold> Denudation thickness restored by illite crystallinity. <bold>(B)</bold> Denudation thickness of Qincan 1 well restored by ln (<italic>R</italic>
<sub>
<italic>o</italic>
</sub>).</p>
</caption>
<graphic xlink:href="feart-09-765497-g009.tif"/>
</fig>
</sec>
<sec id="s4-3-2">
<title>Erosion Thickness Restored by Illite Crystallinity</title>
<p>The principle of using paleogeotemperature and paleotemperature gradient to estimate the denudation thickness of the formation is similar to the calculation of the denudation thickness by vitrinite reflectance, both being based&#x20;on the difference between paleo-surface and current surface. Additionally, we can use the diversity of the paleotemperature and the current temperature for a similar depth to reconstruct the denudation thickness (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>). Firstly, we should calculate the paleo-gradient using both paleotemperature and depth data (<xref ref-type="sec" rid="s12">Supplementary Table S1</xref>; <xref ref-type="fig" rid="F9">Figure&#x20;9</xref>). Concerning heat balance basin (the paleo-gradient is&#x20;similar to the current gradient), we use the difference between&#x20;paleogeotemperature and the current temperature at denudation surface or stratum interface to calculate the denudation thickness by the relationship between geotemperature and depth (<xref ref-type="bibr" rid="B11">Dow, 1977</xref>). For our purposes, we should first apply heat balance correction for the heat imbalance basin, in other words, we should subtract the temperature drop caused by the nature of the basin, cooling from paleogeotemperature to the current geotemperature, and then calculate the ablation thickness based on geotemperature difference between paleogeotemperature and current geotemperature at the denudation surface (<xref ref-type="bibr" rid="B11">Dow, 1977</xref>). Here, the ablation thickness represents the height difference between ancient and present surfaces (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>).</p>
<p>Such corrections, as described above, must be applied in the case of the Qinshui Basin, an imbalance basin, since the paleotemperature gradient is much higher than the present gradient. Therefore, we use the paleotemperature data (<xref ref-type="sec" rid="s12">Supplementary Table S1</xref>) which was calculated by illite crystallinity from mudstone in the Zijinshan mountain section, and by extrapolation on the graph of temperature vs depth, we obtain the trend line of paleotemperature gradient (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>). By comparing the current geotemperature gradient with heat balance correction, we calculate an erosion thickness of &#x223c;3181&#xa0;m (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>).</p>
</sec>
</sec>
<sec id="s4-4">
<title>Burial History and Tectono-Thermal History Restoration</title>
<p>Based on the reconstruction of the maximum paleotemperature of the basin, the tectono-thermal history of well Qincan 1 was simulated by the software Basin Mod 1D (<xref ref-type="fig" rid="F10">Figure&#x20;10</xref>). The software includes several models, such as burial history, tectono-thermal history, hydrocarbon generation history, migration, and accumulation history. In this study, we mainly use the Basin Mod 1D module to simulate the burial history and tectono-thermal history of the Qinshui&#x20;basin.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Recovery of burial history and tectono-thermal history of Qincan 1 well in central Qinshui Basin. <bold>(A)</bold> Burial history and tectono-thermal history of Qincan 1 well. <bold>(B)</bold> Fitting relationship between measured Ro and simulated Ro. <bold>(C)</bold> Geothermal flow evolution in different periods of Qincan 1&#x20;well.</p>
</caption>
<graphic xlink:href="feart-09-765497-g010.tif"/>
</fig>
<p>Firstly, the relationship between vitrinite reflectance and depth is used to calculate the denudation thickness since the Early Cretaceous thermal event (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>), estimated at 3,269.32&#xa0;m. Secondly, combined with geological parameters such as stratum stratification data of the Qincan 1 well and the geological background in the middle of Qinshui Basin, the burial history curve of the Qincan 1 well is established. According to the apatite fission-track (AFT) study results (<xref ref-type="bibr" rid="B95">Zhu et&#x20;al., 2014</xref>), the AFT data (<xref ref-type="bibr" rid="B94">Zhu, 2013</xref>) reflect the uplift process since the Early Cretaceous. Finally, by adjusting the amount of strata denudation and geothermal gradient, the simulated Vitrinite reflectance should be consistent with the measured Vitrinite reflectance, and the accurate tectono-thermal history evolution path can be obtained.</p>
<p>From <xref ref-type="fig" rid="F10">Figure&#x20;10</xref>, it appears clear that the change of geothermal flow can be divided into two stages. The first stage is characterized by a large geothermal flow of &#x223c;68 Mw/m<sup>2</sup>, in the Early Carboniferous, and slowly decreasing to 60&#xa0;mW/m<sup>2</sup> in the Late Triassic; the second stage corresponds to a geothermal flow gradually rising, reaching a peak value of 84.8&#xa0;mW/m<sup>2</sup> in the Early Cretaceous, and then decreasing to 61.69&#xa0;mW/m<sup>2</sup> at the present-day.</p>
<p>According to simulations, the evolution of the paleogeotemperature gradient is also divided into two stages. The first stage, from the Early Carboniferous to the Late Triassic, is relatively stable at 2.9&#xb0;C/100&#xa0;m, and a second stage, taking place after the Late Triassic, where the paleogeotemperature gradient increased to a maximum value of 6.51&#xb0;C/100&#xa0;m during the Early Cretaceous (<xref ref-type="fig" rid="F10">Figure&#x20;10</xref>). According to the burial history (<xref ref-type="fig" rid="F10">Figure&#x20;10</xref>), the basin reached its maximum depth at the Early-Middle Cretaceous, and gradually uplifted from the Middle-Late Cretaceous. The relationship between the simulated vitrinite reflectance curve and the measured vitrinite reflectance curve fit well, indicating that the tectono-thermal history recovery is reliable.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s5">
<title>Discussion</title>
<sec id="s5-1">
<title>Separation of Illite</title>
<p>If the separation of illite is not so pure, the determined value of the crystallinity of illite may include some bias due to the presence of&#x20;detrital illite. Detrital illite refers here to terrigenous illite detritus&#x20;deposited concomitantly with sediments, mainly from metamorphic illite originating from the study area. Consequently, the paleo-geotemperature reflected by the crystallinity of illite may not reflect the paleo-geotemperature of the source strata, but the provenance. Therefore, the separation and purification of authigenic illite is an important step to avoid the presence of detrital illite. To determine the crystallinity of authigenic illite, we must separate the authigenic illite from sandstone, mudstone, fault gouge, and other types of rock samples first, then remove the non-authigenic illite components from the rock samples and finally extract the authigenic illite.</p>
<p>As explained, the separation of authigenic illite will have a direct influence on the quality of the testing results; separation and purification of illite are essential to maximize the complete removal of detrital K-bearing minerals such as detrital K-feldspar and detrital illite. Moreover, the authigenic illite should also be enriched to the greatest extent, whereas the content of kaolinite, chlorite, smectite, and other non-authigenic illite components should be reduced to the greatest extent. Judging from the current situation, the only effective way to achieve this goal is to extract more fine-grained clay components.</p>
<p>The separation of illite is quite challenging for two reasons. Firstly, the separation of authigenic illite requires a fine particle size. Conventional clay separation generally requires the extraction of &#x3c;2&#xa0;&#x3bc;m components, while the separation of authigenic illite requires at least particle size of &#x3c;0.3&#xa0;&#x3bc;m; Secondly, the separation of authigenic illite requires successive separation steps to extract different continuous fractions simultaneously, e.g., 1&#x2013;0.5&#xa0;&#x3bc;m, 0.5&#x2013;0.3&#xa0;&#x3bc;m, 0.3&#x2013;0.15&#xa0;&#x3bc;m, and &#x3c;0.15&#xa0;&#x3bc;m. The separation and purification of illite are generally limited by instruments and equipment, and the separation was carried out to fraction sizes of 0.5&#xa0;&#x3bc;m. Therefore, the clay minerals finally separated and purified may contain some detrital illite, chlorite, kaolinite, and other clay minerals, which might affect the test results. According to the XRD patterns (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref> and <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>), we can observe diffraction patterns characteristics of chlorite and kaolinite, which therefore indicate that the separation of early authigenic illite is not completely pure. Consequently, the calculated illite crystallinity might include detrital illite crystallinity, which might have an impact on the paleotemperature inversion calculation. But through the SEM (Supplementary Material, <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>), Most of the clay minerals in the sandstone interlayer are illite with a good crystal shape (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>), and some illites are associated with I/S (<xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>), indicating that there are many authigenic illites to some extent.</p>
</sec>
<sec id="s5-2">
<title>Tectono-Thermal Event Time and Coalbed Methane Accumulation Period</title>
<p>According to the calculation results of the illite crystallinity and the vitrinite reflectance of well Qincan 1, a strong tectono-thermal event occurred in the basin. As a result, the maximum ancient geothermal gradient is 6.5&#xb0;C/100&#xa0;m, which is larger than the current geothermal gradient of 2.4&#xb0;C/100&#xa0;m, and the maximum paleo-geotemperature was around 180&#x2013;190&#xb0;C as recorded at the Carboniferous strata.</p>
<p>Previous studies have attempted to determine the occurrence time of tectono-thermal events in Qinshui Basin; the fission-track age of apatite, for example, is estimated at &#x223c;20&#x2013;40&#xa0;Ma, and the zircon fission-track age is &#x223c;100&#x2013;150&#xa0;Ma (<xref ref-type="bibr" rid="B45">Ren et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B95">Zhu et&#x20;al., 2014</xref>). If the fission-track age of zircon happened to be smaller than the age of the formation, it would indicate that the formation temperature was once greater than 250&#x20;&#xb0;C and that the zircon has undergone annealing (<xref ref-type="bibr" rid="B22">Hurford, 1986</xref>; <xref ref-type="bibr" rid="B13">Fitzgerald and Gleadow, 1988</xref>; <xref ref-type="bibr" rid="B69">Yan et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B40">Malus&#xe0; and Fitzgerald, 2019</xref>). Secondly, the isotope age determination results of the igneous rocks around the Qinshui Basin indicate that the time of magma intrusion and eruption is between the Late Jurassic and Early Cretaceous. For example, the Taershan-Erfengshan alkaline complex, which is in the southwest of the Qinshui Basin, has an Ar-Ar age of about 124&#x20;&#xb1; 0.3&#xa0;Ma. In addition, the U-Pb age of the Wanrong-Gufeng Mountain in the southern Qinshui Basin ranges between 127&#x20;&#xb1; 1&#xa0;Ma&#x223c;140.5&#x20;&#xb1; 5.3&#xa0;Ma (<xref ref-type="bibr" rid="B68">Yan et&#x20;al., 1988</xref>; <xref ref-type="bibr" rid="B47">Shanxi, 1989</xref>; <xref ref-type="bibr" rid="B64">Wu et&#x20;al., 1996</xref>, <xref ref-type="bibr" rid="B63">2008</xref>; <xref ref-type="bibr" rid="B74">Ying et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B48">Si, 2015</xref>; <xref ref-type="bibr" rid="B21">Huo, 2016</xref>; <xref ref-type="bibr" rid="B70">Yang, 2016</xref>; <xref ref-type="bibr" rid="B5">Chang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B73">Yang et&#x20;al., 2017</xref>). It shows that the tectono-thermal events mainly occurred in the Late Jurassic to the Early Cretaceous period (More details in <xref ref-type="sec" rid="s12">Supplementary Table S4</xref> and <xref ref-type="sec" rid="s12">Supplementary Figure&#x20;S1</xref>).</p>
<p>Among the geological factors, thermal field, tectonic stress field, hydrodynamic field, and formation conditions have an important influence on the formation of coalbed methane (<xref ref-type="bibr" rid="B60">Wu et&#x20;al., 2014</xref>). The coal deposits in the Qinshui Basin began to form in the Late Carboniferous and gradually ceased when the delta deposits were formed in the early Permian (<xref ref-type="bibr" rid="B51">Sun et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B35">Ma et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B6">Chen et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B75">Yu et&#x20;al., 2020a</xref>). The subsidence of the basin lasted until the Late Triassic when the temperature of the coal seam reached 135&#xb0;C (the burial depth was up to 4&#xa0;km). Influenced by the increase of temperature, the first stage of methane generation began, and the vitrinite reflectance maturity of the coal seam reached a medium level (<italic>R</italic>
<sub>
<italic>o</italic>
</sub> &#x2248; 1.2%) (<xref ref-type="bibr" rid="B77">Zeng et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B3">Cai et&#x20;al., 2011</xref>). Then, the subsequent Indosinian orogenic movement caused the uplift and inversion&#x20;of the basin during the Early Jurassic, and it remained in a state of slow deposition until the Late Jurassic (<xref ref-type="bibr" rid="B77">Zeng et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B35">Ma et&#x20;al., 2016</xref>). At the same time, the exposed rocks around the Qinshui Basin, which include Taershan, Huyanshan, Zijinshan, Erfengshan, Gufengshan, etc, started to form (<xref ref-type="bibr" rid="B68">Yan et&#x20;al., 1988</xref>; <xref ref-type="bibr" rid="B47">Shanxi, 1989</xref>; <xref ref-type="bibr" rid="B64">Wu et&#x20;al., 1996</xref>, <xref ref-type="bibr" rid="B63">2008</xref>; <xref ref-type="bibr" rid="B74">Ying et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B48">Si, 2015</xref>; <xref ref-type="bibr" rid="B21">Huo, 2016</xref>; <xref ref-type="bibr" rid="B70">Yang, 2016</xref>; <xref ref-type="bibr" rid="B5">Chang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B73">Yang et&#x20;al., 2017</xref>). It can be seen that there was a tectono-thermal event represented by intense magmatic activity in the Late Jurassic to Early Cretaceous, which is generally considered to be closely related to the secondary gas peak of coal seams in the basin at the same time (<xref ref-type="fig" rid="F11">Figure&#x20;11</xref>) (<xref ref-type="bibr" rid="B77">Zeng et&#x20;al., 1999</xref>; <xref ref-type="bibr" rid="B66">Xu et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B24">Jiang et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B45">Ren et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B51">Sun et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B12">Duan et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B6">Chen et&#x20;al., 2019</xref>, <xref ref-type="bibr" rid="B6">2019</xref>; <xref ref-type="bibr" rid="B75">Yu et&#x20;al., 2020a</xref>; <xref ref-type="bibr" rid="B14">Gao et&#x20;al., 2021</xref>).</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Evolution of hydrocarbon generation potential and rate of source rocks in Qinshui Basin, modified from Hou, (2020).</p>
</caption>
<graphic xlink:href="feart-09-765497-g011.tif"/>
</fig>
<p>From Late Jurassic to Early Cretaceous, magmatic thermal events caused rapid temperature increase of coal measures. A large amount of hydrocarbon was generated by coal measures, with coal rock as the main source of hydrocarbon generation. The rapid increase of gas led to hydrocarbon generation pressurization in the coal body (<xref ref-type="bibr" rid="B25">Ju et&#x20;al., 2018</xref>); furthermore, the increase of temperature led to the expansion of gas to form abnormal high pressure (<xref ref-type="fig" rid="F11">Figure&#x20;11</xref>).</p>
</sec>
<sec id="s5-3">
<title>Response of Thermal Events in Qinshui Basin to Destruction of NCC</title>
<p>The tectono-thermal event in Qinshui Basin between the Late Jurassic to Early Cretaceous was associated with the large-scale magmatic eruption and the formation of the Ultra-High-Pressure metamorphic belt (<xref ref-type="bibr" rid="B68">Yan et&#x20;al., 1988</xref>; <xref ref-type="bibr" rid="B47">Shanxi, 1989</xref>; <xref ref-type="bibr" rid="B64">Wu et&#x20;al., 1996</xref>; <xref ref-type="bibr" rid="B82">Zhang, 1997</xref>, <xref ref-type="bibr" rid="B83">2002</xref>; <xref ref-type="bibr" rid="B63">Wu et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B74">Ying et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B7">Chen and Ding, 2012</xref>; <xref ref-type="bibr" rid="B48">Si, 2015</xref>; <xref ref-type="bibr" rid="B21">Huo, 2016</xref>; <xref ref-type="bibr" rid="B70">Yang, 2016</xref>; <xref ref-type="bibr" rid="B5">Chang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B73">Yang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B75">Yu et&#x20;al., 2020a</xref>). Combined with the estimation of the maximum paleotemperature and paleotemperature gradient of illite crystallinity and vitrinite reflectance, the deep mantle of the basin was active during the Late Jurassic&#x2014;Early Cretaceous with the lithosphere thinned and led to the formation of a high geothermal background value of mantle upwelling, which was the main reason for the tectono-thermal event and uplift denudation event of the basin in this period.</p>
<p>Previous studies have shown that the thickness of the thermal lithosphere of the present orogenic belt in the central part of the NCC is about 76&#x2013;90&#xa0;km (<xref ref-type="bibr" rid="B18">He et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B58">Wang et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B80">Zhang et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B81">Zhang, 2012</xref>). Based on their data, these authors estimated that the thickness of the thermal lithosphere of the Qinshui Basin in the Early Cretaceous was about 50&#x2013;60&#xa0;km, indicating that the lithosphere of the basin was thinned during the Early Cretaceous. At the same time, previous studies suggest that the NCC experienced strong lithospheric thinning and lithospheric mantle property transformation during the Mesozoic (<xref ref-type="bibr" rid="B39">Menzies et&#x20;al., 1993</xref>; <xref ref-type="bibr" rid="B16">Griffin et&#x20;al., 1998</xref>; <xref ref-type="bibr" rid="B67">Xu, 2001</xref>; <xref ref-type="bibr" rid="B63">Wu et&#x20;al., 2008</xref>), accompanied by strong magmatism (F. <xref ref-type="bibr" rid="B62">Wu et&#x20;al., 2005a</xref>; F.-Y. <xref ref-type="bibr" rid="B61">Wu et&#x20;al., 2005b</xref>; <xref ref-type="bibr" rid="B71">Yang et&#x20;al., 2008</xref>). Combined with the magmatism around the Qinshui Basin, we suggest that the lithospheric thinning in the Qinshui Basin is controlled by the thinning and destruction of the&#x20;NCC.</p>
<p>Previous investigations have been conducted on the destruction of the NCC (<xref ref-type="bibr" rid="B90">Zhu et&#x20;al., 2012</xref>, <xref ref-type="bibr" rid="B93">2017</xref>; <xref ref-type="bibr" rid="B72">Yang et&#x20;al., 2021b</xref>). According to <xref ref-type="bibr" rid="B93">Zhu et&#x20;al. (2017)</xref>, at 165&#xa0;Ma, from the beginning of the Middle Jurassic Yanshanian movement episode A, the West Pacific plate subducted to the East Asian continental margin with a high speed and low angle, the tectonic environment in Qinshui Basin, therefore, corresponds to a compression environment, and angular unconformity events were generally developed. Starting from the Late Jurassic at 155&#xa0;Ma, the western Pacific plate subducted from a low angle to a high angle subduction toward the edge of the East Asian continent (<xref ref-type="bibr" rid="B88">Zheng et&#x20;al., 2018</xref>). With the rotation and retreat of the subducted plate, the corresponding tectonic environment of the Qinshui Basin became extensional, and magmatic activity began to appear; during this period, the Taihang Mountains began to uplift, and the eastern part of the Qinshui Basin as the western wing of the Taihang Mountains began to fold and uplift (<xref ref-type="bibr" rid="B94">Zhu, 2013</xref>). Accompanied by strong magmatism, the Late Paleozoic coal-measure strata experienced a high-temperature heating process. The regional tectonic stress field of the basin during the Middle-Late Jurassic is consistent with that of the whole of eastern China. The NNE trending folds are the most developed in the basin, covering the whole area on a large scale, reflecting the horizontal compressive stress field in the direction of NWW-SEE in the Yanshanian period. Under the action of this stress field, a wide and gently deformed syncline, Qinshui Basin, is formed (<xref ref-type="bibr" rid="B91">Zhu et&#x20;al., 2015</xref>). At 140&#xa0;Ma, the Yanshanian movement episode B began in the early Cretaceous, and the subduction angle of the Western Pacific plate to the East Asian continental margin began to decrease again. The tectonic environment corresponding to the Qinshui Basin was compressional, and crustal shortening, folding and stratigraphic angular unconformity events were widely developed (<xref ref-type="bibr" rid="B88">Zheng et&#x20;al., 2018</xref>). From 125&#xa0;Ma in the Early Cretaceous, the subduction angle of the Western Pacific plate to the East Asian continental margin changed to a high angle again, and the rate of subduction, rotation, and retreat reached the maximum, and finally left a retentive body in the mantle transition zone (<xref ref-type="bibr" rid="B91">Zhu et&#x20;al., 2015</xref>). The corresponding area of Qinshui Basin, which was subjected to compression, thrust, and folds uplifting, began to develop structural inversion and normal&#x20;faults. Since the late Cretaceous, the young and buoyant paleo Western Pacific plate gradually entered the subduction zone, and magmatic activity in the corresponding area of the Qinshui Basin gradually ceased, and the extensional tectonic activity was much weaker than that of the early Cretaceous (<xref ref-type="bibr" rid="B47">Shanxi, 1989</xref>). Throughout the Cretaceous period, there was a major structural system transition in eastern China, that is, the early continental collision and compression thrust structures were transformed into extensional structures, and the eastern NCC and Ordos basin became active with the lithosphere thinned (<xref ref-type="bibr" rid="B44">Ren et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B7">Chen and Ding, 2012</xref>; <xref ref-type="bibr" rid="B76">Yu et&#x20;al., 2020b</xref>).</p>
<p>The Qinshui Basin is a transitional zone between rift basins in the east of the NCC and the Ordos Basin in the West, the thinning of the lithosphere and crustal extension also affected this area, forming a small amount of magmatic activity. The basin was subjected to weak NW-SE extensional tectonism and formed a series of small to normal faults based on the Yanshanian conjugate joints. Previous studies have shown that the deep cause of the early Cretaceous tectono-thermal events and the uplift and denudation events in the Qinshui Basin is mainly due to the subduction of the western Pacific plate into the deep part of the NCC, and the current low geothermal gradient in the Qinshui Basin is also affected by the withdrawal of the West Pacific Plate. Combined with the results of previous studies (<xref ref-type="bibr" rid="B84">Ren et&#x20;al., 2020</xref>), our work suggests that the Qinshui Basin experienced a tectono-thermal event during the Late Jurassic to Early Cretaceous which is in response to deep lithospheric thinning of the&#x20;NCC.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s6">
<title>Conclusion</title>
<p>Paleotemperature and denudation restoration by vitrinite reflectance and illite crystallinity shed new light on the tectono-thermal history and mechanisms for the evolution of the Qinshui Basin of the NCC, which also expounded the generation mechanism of coalbed methane and its response to the destruction of the NCC from the tectono-thermal history perspective. The Qinshui basin experienced a tectono-thermal event during the Late Jurassic-Early Cretaceous. The deep reason for this thermal event may be that relate to the subduction of the Western Pacific Plate to the East Asian Continent resulting in the upwelling of deep asthenosphere material and the thinning of lithosphere thickness in the Qingshui area. During the Late Jurassic-Early Cretaceous, the maximum pale-geotemoerature and the highest pale-geotemperature gradient are 200&#xb0;C, and 6.5&#xb0;C/100&#xa0;m, respectively, which is the main control on the scale of hydrocarbon generation.</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/<xref ref-type="sec" rid="s12">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>RL: Conceptualization, Methodology, Software, Experiment, Writing&#x2014;original draft, Writing&#x2014;review and editing. ZR: Modeling, Supervision, Funding acquisition. PY: Supervision, Conceptualization, Writing&#x2014;original draft, review and editing. HH: Supervision, Funding acquisition. TS: Writing&#x2014;review and editing. WG: Writing&#x2014;original draft, Writing&#x2014;editing. WL: Software, Experiment.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China (Grant Nos. 41630312, 41688103, 42102164).</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 sincerely thank Topic Science Editor Kai-jun Zhang for kind editorial handling and constructive work. We also thank two reviewers for their constructive and thoughtful comments, which significantly improved the manuscript. The authors are grateful to PetroChina Huabei Oilfield Company for supporting this&#x20;study.</p>
</ack>
<sec id="s12">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/feart.2021.765497/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/feart.2021.765497/full&#x23;supplementary-material</ext-link>
</p>
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