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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">1077017</article-id>
<article-id pub-id-type="doi">10.3389/feart.2022.1077017</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>Late Guadalupian&#x2013;early Lopingian marine geochemical records from the Upper Yangtze, South China: Implications for climate-biocrisis events</article-title>
<alt-title alt-title-type="left-running-head">Li et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/feart.2022.1077017">10.3389/feart.2022.1077017</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Ruixuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sun</surname>
<given-names>Shi</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="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2004926/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xia</surname>
<given-names>Wenpeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname>
<given-names>Anqing</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="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1987491/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ogg</surname>
<given-names>James G.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/949466/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Shuai</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Shenglin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1729170/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liao</surname>
<given-names>Zhiwei</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Di</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hou</surname>
<given-names>Mingcai</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1574059/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Key Laboratory of Deep-Time Geography and Environment Reconstruction and Applications</institution>, <institution>MNR and Institute of Sedimentary Geology</institution>, <institution>Chengdu University of Technology</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation</institution>, <institution>Chengdu University of Technology</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Earth</institution>, <institution>Atmospheric and Planetary Sciences</institution>, <institution>Purdue University</institution>, <addr-line>West Lafayette</addr-line>, <addr-line>IN</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>School of Resources and Safety Engineering</institution>, <institution>State Key Laboratory of Coal Mine Disaster Dynamics and Control</institution>, <institution>Chongqing University</institution>, <addr-line>Chongqing</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/1288379/overview">Pingping Li</ext-link>, China University of Petroleum, 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/1201696/overview">Hengye Wei</ext-link>, Southwest Petroleum University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1380752/overview">Licheng Wang</ext-link>, Institute of Tibetan Plateau Research (CAS), China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Shi Sun, <email>sstopwin@163.com</email>; Anqing Chen, <email>aqinth@163.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Economic Geology, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1077017</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Li, Sun, Xia, Chen, Ogg, Yang, Xu, Liao, Yang and Hou.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Li, Sun, Xia, Chen, Ogg, Yang, Xu, Liao, Yang and Hou</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>Major paleoenvironmental changes occurred during the Guadalupian-Lopingian boundary (GLB) transition, but the causative linkages among the Emeishan Large Igneous Province (LIP), end-Guadalupian crisis and climatic fluctuations are still in dispute. Variation of geochemical proxies preserved in the sedimentary records is important evidence in examining potential links between volcanisms and environmental changes. Herein, we carried out a comprehensive study of carbon/strontium isotope and trace element geochemistry at the Dukou section, northern margin of the Upper Yangtze. During the Late Guadalupian, the carbon isotope showed a negative drift, the marine primary productivity declined simultaneously, and redox proxies indicate the enhancement of ocean oxidation. It is worth noting that the &#x3b4;<sup>13</sup>C<sub>carb</sub> turns into a rapid negative drift from a slow decline at approximately 260.55&#xa0;Ma, which was almost synchronized with the latest reported eruption ages of Emeishan Large Igneous Province. This coincidence suggests that global volcanic-tectonic activity during the Late Guadalupian might have been the important factor in carbon-cycle perturbation. Subsequently, the &#x3b4;<sup>13</sup>C<sub>carb</sub> presents a rapid positive shift at approximately 259.4&#xa0;Ma, and climate transformed from interglacial to P4 glacial, indicating that the climate rapidly cooled before the Emeishan LIP completely ended, which may be due to carbon sinks caused by weathering of mafic rocks, and may also be associated with a significant reduction in global volcanic activity. Accompanied by sudden weathering attenuation, the <sup>87</sup>Sr/<sup>86</sup>Sr ratios show a significant increase instead from the previous long-time low value, which only can be explained reasonably by the rapid decline in mantle-derived Sr flux associated with the weakening of volcanic activity and mafic weathering. Intergrated geochemical indices in this interval shows that there is a rapid climate perturbation associated with a significant &#x3b4;<sup>13</sup>C<sub>carb</sub> negative shift at approximately 260.55&#xa0;Ma &#x223c; 259.10&#xa0;Ma, which may be related to the eruption surge of the Emeishan LIP, active volcanic arcs, and triggered the end-Guadalupian biocrisis.</p>
</abstract>
<kwd-group>
<kwd>geochemical proxies of carbonate</kwd>
<kwd>Emeishan LIP</kwd>
<kwd>end-Guadalupian transient warming event</kwd>
<kwd>Upper Yangtze</kwd>
<kwd>GLB transition</kwd>
</kwd-group>
<contract-num rid="cn001">42272132 42172119 42050104</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>The Guadalupian-Lopingian boundary (GLB) transition was a critical time interval during the Earth&#x2019;s evolution history, associated with global major changes of paleoclimate, paleo-ocean and paleogeography. Many special geological events occurred during this period, such as the onset of long-term ocean hypoxia (<xref ref-type="bibr" rid="B41">Isozaki, 1997</xref>; <xref ref-type="bibr" rid="B115">Wei et al., 2016</xref>; <xref ref-type="bibr" rid="B125">Zhang B. L. et al., 2021</xref>), a lowest sea-level in the Phanerozoic (<xref ref-type="bibr" rid="B76">Ross and Ross, 1987</xref>; <xref ref-type="bibr" rid="B29">Haq and Schutter, 2008</xref>; <xref ref-type="bibr" rid="B15">Chen et al., 2009</xref>), Emeishan Large Igneous Province (LIP) (<xref ref-type="bibr" rid="B119">Xu et al., 2010</xref>; <xref ref-type="bibr" rid="B85">Shellnutt, 2014</xref>; <xref ref-type="bibr" rid="B129">Zhong et al., 2014</xref>), initial breakup of Pangea (<xref ref-type="bibr" rid="B62">Maruyama et al., 2007</xref>; <xref ref-type="bibr" rid="B39">Isozaki, 2009</xref>; <xref ref-type="bibr" rid="B79">Santosh et al., 2009</xref>), Kamura event (<xref ref-type="bibr" rid="B40">Isozaki et al., 2007</xref>, <xref ref-type="bibr" rid="B38">2011</xref>) and end-Guadalupian biocrisis (<xref ref-type="bibr" rid="B97">Stanley and Yang, 1994</xref>; <xref ref-type="bibr" rid="B92">Shen and Shi, 1996</xref>, <xref ref-type="bibr" rid="B93">2002</xref>; <xref ref-type="bibr" rid="B15">Chen et al., 2009</xref>; <xref ref-type="bibr" rid="B37">Huang Y. G. et al., 2019</xref>), etc.</p>
<p>Accompanied by the violent eruption of the Emeishan LIP during the Late Guadalupian, which causing climatic fluctuations and ocean evolution (<xref ref-type="bibr" rid="B11">Chen et al., 2011</xref>; <xref ref-type="bibr" rid="B125">Zhang B. L. et al., 2021</xref>; <xref ref-type="bibr" rid="B98">Sun et al., 2022</xref>). Emeishan volcanism is also considered to be a potential kill mechanism of the end-Guadalupian biodiversity crisis (<xref ref-type="bibr" rid="B117">Wignall et al., 2009</xref>; <xref ref-type="bibr" rid="B7">Bond et al., 2010</xref>; <xref ref-type="bibr" rid="B14">Chen and Xu, 2019</xref>; <xref ref-type="bibr" rid="B35">Huang et al., 2022</xref>). Simultaneously, causal links between volcanic activity, biological crisis, climate change, and other geological events are still under discussion (<xref ref-type="bibr" rid="B117">Wignall et al., 2009</xref>; <xref ref-type="bibr" rid="B7">Bond et al., 2010</xref>; <xref ref-type="bibr" rid="B9">Cao et al., 2018</xref>; <xref ref-type="bibr" rid="B14">Chen and Xu, 2019</xref>; <xref ref-type="bibr" rid="B125">Zhang B. L. et al., 2021</xref>; <xref ref-type="bibr" rid="B98">Sun et al., 2022</xref>). Marine carbonate rocks usually have the original geochemical composition that can approximately represent the paleo-seawater, and record the paleoenvironmental information such as seawater temperature (<xref ref-type="bibr" rid="B127">Zhao et al., 2022</xref>), redox conditions (<xref ref-type="bibr" rid="B118">Wignall and Twitchett, 1996</xref>; <xref ref-type="bibr" rid="B75">Rimmer, 2004</xref>; <xref ref-type="bibr" rid="B104">Tribovillard et al., 2006</xref>; <xref ref-type="bibr" rid="B81">Scholz et al., 2011</xref>; <xref ref-type="bibr" rid="B102">Takahashi and AuthorAnonymous, 2014</xref>; <xref ref-type="bibr" rid="B86">Shembilu and Azmy, 2022</xref>) and primary productivity (<xref ref-type="bibr" rid="B104">Tribovillard et al., 2006</xref>; <xref ref-type="bibr" rid="B80">Schoepfer et al., 2015</xref>). Nevertheless, due to global extensive regression, most regions have transformed from marine strata to non-marine strata (<xref ref-type="bibr" rid="B76">Ross and Ross, 1987</xref>; <xref ref-type="bibr" rid="B29">Haq and Schutter, 2008</xref>; <xref ref-type="bibr" rid="B95">Shen et al., 2020</xref>). There are relatively continuous marine carbonate rocks deposited in the South China at low-latitude region, which provide an excellent material for the paleoenvironment research. Moreover, the abundant marine fossils can constrain the sedimentary time of the strata.</p>
<p>Geochemical indicators in carbonate rocks can usually be used to indicate paleoenvironmental change (<xref ref-type="bibr" rid="B87">Shen et al., 2014</xref>; <xref ref-type="bibr" rid="B102">Takahashi and AuthorAnonymous, 2014</xref>; <xref ref-type="bibr" rid="B57">Li et al., 2017</xref>; <xref ref-type="bibr" rid="B10">Chen et al., 2021</xref>). The carbon isotope excursion is closely related to the global carbon-cycle (<xref ref-type="bibr" rid="B52">Kump and Arthur, 1999</xref>). Positive drift of &#x3b4;<sup>13</sup>C is usually linked to the burial of organic carbon, while negative drift of &#x3b4;<sup>13</sup>C indicates the rapid injection of light carbon materials (<xref ref-type="bibr" rid="B77">Saltzman et al., 2000</xref>; <xref ref-type="bibr" rid="B54">Li D. D. et al., 2018</xref>). Carbon isotope has rapid responses to environmental changes caused by volcanic eruptions (<xref ref-type="bibr" rid="B2">Arthur et al., 1985</xref>; <xref ref-type="bibr" rid="B117">Wignall et al., 2009</xref>; <xref ref-type="bibr" rid="B42">Isson et al., 2019</xref>), and tend to be globally isochronous. For example, associated with the eruption of the Siberian LIP, the &#x3b4;<sup>13</sup>C showed a rapid negative drift near the PTB boundary (<xref ref-type="bibr" rid="B36">Huang, 1994</xref>; <xref ref-type="bibr" rid="B51">Korte and Kozur, 2010</xref>; <xref ref-type="bibr" rid="B89">Shen et al., 2013</xref>). The strontium isotopic composition of seawater is mainly driven by two different fluxes (<xref ref-type="bibr" rid="B55">Li and Elderfield, 2013</xref>; <xref ref-type="bibr" rid="B72">Peucker-Ehrenbrink and Fiske, 2019</xref>; <xref ref-type="bibr" rid="B64">McArthur et al., 2020</xref>): 1) the unradiogenic hydrothermal mantle-derived strontium flux. 2) The more radiogenic crustal-derived strontium. Marine carbonates can record the relative variation of mantle-derived Sr flux (provided by volcanic activity) and crust-derived Sr flux (provided by continental weathering) (<xref ref-type="bibr" rid="B107">Wang et al., 2018</xref>, <xref ref-type="bibr" rid="B108">2021</xref>; <xref ref-type="bibr" rid="B56">Li et al., 2021</xref>).</p>
<p>Here, we present several geochemical proxy signatures (carbon and strontium isotopes, trace elements of carbonate rocks) of Dukou section, northern margin of the Upper Yangtze. To investigate the GLB marine succession, comparing with other reported paleoenvironmental indicators and contemporaneous geological events. This paper discusses the driving mechanism of climatic fluctuation and biological crisis during the GLB transition.</p>
</sec>
<sec id="s2">
<title>2 Geological setting</title>
<p>During the Guadalupian, South China was situated in the equator at low-latitude region, and surrounded by the Paleotethys (<xref ref-type="bibr" rid="B82">Scotese, 2016</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>). Marine carbonate rocks rich in biological fossils were deposited in most regions of South China, which are called Maokou Formation in the Upper Yangtze region. Affected by the Emeishan LIP and the Dongwu movement in the Late Guadalupian, a local deep-water trough was formed in the northern margin of the Upper Yangtze (<xref ref-type="bibr" rid="B122">Yang et al., 2021</xref>), and shelf facies were developed (<xref ref-type="bibr" rid="B43">Jin et al., 1998</xref>; <xref ref-type="bibr" rid="B89">Shen et al., 2013</xref>; <xref ref-type="bibr" rid="B31">Hou et al., 2020</xref>) (<xref ref-type="fig" rid="F1">Figure 1B</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> Global paleogeographic map during the GLB transition (Scotese. 2016). <bold>(B)</bold> Paleogeographic map of South China in the GLB transition, modified from <xref ref-type="bibr" rid="B123">Yao et al. (2015)</xref> (1. The Rencunping <xref ref-type="sec" rid="s2">section 2</xref>. The Xiong Jiachang <xref ref-type="sec" rid="s3">section 3</xref>. The Gouchang <xref ref-type="sec" rid="s4">section 4</xref>. The Tieqiao <xref ref-type="sec" rid="s5">section 5</xref>. The Penglaitan section) <bold>(C)</bold> Geological map of the study area (J<sub>3</sub> &#x3d; Upper Jurassic, J<sub>2</sub> &#x3d; Middle Jurassic, J<sub>1</sub> &#x3d; Lower Jurassic, T<sub>3</sub> &#x3d; Upper Triassic, T<sub>2</sub> &#x3d; Middle Triassic, T<sub>1</sub> &#x3d; Lower Triassic, P<sub>3</sub> &#x3d; Upper Permian, P<sub>2</sub> &#x3d; Middle Permian, S &#x3d; Silurian). <bold>(D)</bold> Lithologic stratigraphy of the upper Maokou Formation and the lower Wuchiaping Formation at the Dukou section. The conodont biostratigraphy of the investigated section is based on <xref ref-type="bibr" rid="B66">Mei et al. (1994a</xref>, <xref ref-type="bibr" rid="B67">1994b)</xref>, <xref ref-type="bibr" rid="B124">Yuan (2015)</xref> and <xref ref-type="bibr" rid="B95">Shen et al. (2020)</xref>. Abbreviation: <italic>J. postserr.&#x3d;Jinogondolella postserrata</italic> zone<italic>, J. shan.&#x3d;Jinogondolella shannoni</italic> zone<italic>, J. alt.&#x3d; Jinogondolella altudaensis</italic> zone, <italic>J. prexuan.&#x3d;Jinogondolella prexuanhanensis</italic> zone, <italic>J. xuanhanensis.&#x3d;Jinogondolella prexuanhanensis</italic> zone, <italic>C. dukou.&#x3d;Clarkina dukouensis</italic> zone, <italic>C. asymm.&#x3d; Clarkina asymmetrica</italic> zone.</p>
</caption>
<graphic xlink:href="feart-10-1077017-g001.tif"/>
</fig>
<p>This investigated Dukou section (31&#xb0;42&#x2032;11&#x2033;N, 108&#xb0;18&#x2032;35&#x2033;E) is located in the Xuanhan City on the northern margin of the Upper Yangtze, structurally belongs to the intersection zone between the Daba Mountain NW-trending structural belt and the Huaying Mountain NE-trending structural belt. The Dukou section is one of the relatively complete exposed Permian successions of South China (<xref ref-type="bibr" rid="B43">Jin et al., 1998</xref>; <xref ref-type="bibr" rid="B89">Shen et al., 2013</xref>; <xref ref-type="bibr" rid="B31">Hou et al., 2020</xref>), and in ascending order, the Liangshan, Chihsia, Maokou, Wuchiaping, and Changxing formations are exposed along both sides of the Lishi river (<xref ref-type="fig" rid="F1">Figure 1C</xref>).</p>
<p>The upper Maokou Formation (Capitanian sequence, 0&#x2013;77&#xa0;m) and lower Wuchiaping Formation (Early Wuchiapingian sequence, 77&#x2013;106&#xa0;m) consist of this study carbonate succession at the Dukou section. The lithology of the studied succession is dominated by light-gray micrite limestone, and the lower part of the Capitanian and Wuchiaping sequences are dark-grey limestone with cherty nodules (<xref ref-type="fig" rid="F1">Figure 1D</xref>). It should be pointed out that that 9&#xa0;m thick black chert with limy nodules appeared at the top of the Capitanian sequence, and this silica unit is also called the &#x201c;Kuhfeng Chert Unit&#x201d; (<xref ref-type="bibr" rid="B73">Qiu and Gu, 1991</xref>; <xref ref-type="bibr" rid="B66">Mei et al., 1994a</xref>; <xref ref-type="bibr" rid="B32">Hu, 2000</xref>). The lithological GLB can be placed at the base of the yellow-green clay rock (Wangpo Shale), the Wangpo Shale is also recognized across South China as the lithological boundary of GLB (<xref ref-type="bibr" rid="B89">Shen et al., 2013</xref>; <xref ref-type="bibr" rid="B9">Cao et al., 2018</xref>).</p>
<p>The global Late Guadalupian regression and eruption of Emeishan LIP in South China, and resulted in a widespread GLB sedimentary hiatus across most of South China (<xref ref-type="bibr" rid="B68">Mei, 1995</xref>; <xref ref-type="bibr" rid="B30">He et al., 2003</xref>; <xref ref-type="bibr" rid="B29">Haq and Schutter, 2008</xref>; <xref ref-type="bibr" rid="B31">Hou et al., 2020</xref>). In the southwestern part of South China, the Emeishan LIP, beginning in the late Guadalupian (Zhou et al., 2002; <xref ref-type="bibr" rid="B85">Shellnutt, 2014</xref>; <xref ref-type="bibr" rid="B129">Zhong et al., 2014</xref>), had a great influence on the Lopingian depositional system to the east. The terrestrial Xuanwei Formation developed landward of the intermediate zone, the transitional Longtan Formation developed the seaward of the intermediate zone, and the marine Wujiaping Formations mainly developed in the outer zone (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>GLB lithostratigraphic sedimentary sequence (<xref ref-type="bibr" rid="B111">Wang et al., 2020</xref>), spatial-temporal distribution of the Emeishan LIP (<xref ref-type="bibr" rid="B88">Shen et al., 2011</xref>; <xref ref-type="bibr" rid="B129">Zhong et al., 2014</xref>, <xref ref-type="bibr" rid="B128">2020</xref>; <xref ref-type="bibr" rid="B54">Li D. D. et al., 2018</xref>; <xref ref-type="bibr" rid="B33">Huang et al., 2018</xref>, <xref ref-type="bibr" rid="B35">2022</xref>; <xref ref-type="bibr" rid="B84">Shellnutt et al., 2020</xref>), and GLB biostratigraphic correlation (<xref ref-type="bibr" rid="B66">Mei et al., 1994a</xref>; <xref ref-type="bibr" rid="B67">1994b</xref>; <xref ref-type="bibr" rid="B68">Mei, 1995</xref>; <xref ref-type="bibr" rid="B53">Lai et al., 2008</xref>). Chronostratigraphic scale is according to <xref ref-type="bibr" rid="B94">Shen et al. (2022)</xref>.</p>
</caption>
<graphic xlink:href="feart-10-1077017-g002.tif"/>
</fig>
<p>GLB marine strata succession in South China consists of the Maokou and Wuchiaping formations (<xref ref-type="bibr" rid="B99">Sun et al., 2010</xref>; <xref ref-type="bibr" rid="B91">Shen et al., 2019</xref>). Conodont biostratigraphy of South China indicates that the upper Maokou Formation and Wuchiaping Formation correspond to the Capitanian stage (264.28&#x2013;259.51&#xa0;Ma) and the Wuchiapingian stage (259.51&#x2013;254.14&#xa0;Ma), respectively (<xref ref-type="bibr" rid="B95">Shen et al., 2020</xref>, <xref ref-type="bibr" rid="B94">2022</xref>). In the Upper Yangtze, compared with the Shangsi and Chaotian sections, the Dukou section retains four conodont zones in the Capitanian stage (<xref ref-type="bibr" rid="B66">Mei et al., 1994a</xref>; <xref ref-type="bibr" rid="B67">1994b</xref>; <xref ref-type="bibr" rid="B124">Yuan, 2015</xref>; <xref ref-type="bibr" rid="B95">Shen et al., 2020</xref>) (<xref ref-type="fig" rid="F1">Figure 1D</xref>, <xref ref-type="fig" rid="F2">Figure 2</xref>), indicating that the sedimentary record is relatively complete.</p>
<p>Conodont biostratigraphic correlations from the marginal inner zone to the outer zone of the Emeishan LIP, shows that initial eruption began in the <italic>J. altudaensis zone</italic> of the middle Capitanian (261&#x2013;262&#xa0;Ma), and dramatically increased in extent and volume in the <italic>J. xuanhanensis zone</italic> (260&#x2013;261&#xa0;Ma) (<xref ref-type="bibr" rid="B99">Sun et al., 2010</xref>; <xref ref-type="bibr" rid="B91">Shen et al., 2019</xref>). Increasingly reported high-precision U-Pb ages (<xref ref-type="bibr" rid="B88">Shen et al., 2011</xref>; <xref ref-type="bibr" rid="B129">Zhong et al., 2014</xref>, <xref ref-type="bibr" rid="B128">2020</xref>; <xref ref-type="bibr" rid="B59">Li Y. et al., 2018</xref>; <xref ref-type="bibr" rid="B33">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="B84">Shellnutt et al., 2020</xref>; <xref ref-type="fig" rid="F2">Figure 2</xref>) constrained the Emeishan LIP to Late Capitanian-Early Wuchiapingian (approximately 261&#x2013;257&#xa0;Ma). The new CA-ID-TIMS U-Pb ages from the Binchuan area of inner zone demonstrate that Emeishan volcanism began by 260.55 &#xb1; 0.07&#xa0;Ma and persisted until at least 257.22 &#xb1; 0.37&#xa0;Ma (<xref ref-type="bibr" rid="B35">Huang et al., 2022</xref>; <xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
</sec>
<sec id="s3">
<title>3 Samples and methods</title>
<sec id="s3-1">
<title>3.1 Sample preparations</title>
<p>Under the petrographic observation of thin sections, avoided carbonate grains (e.g., peloids and bioclasts), only micrite component was sampled (<xref ref-type="fig" rid="F3">Figure 3</xref>). A total of 56 carbonate samples were collected from the Dukou section, of which 40 samples were from the Capitanian succession and 16 samples were from the Wuchiapingian succession. The specific sampling locations can be seen in <xref ref-type="fig" rid="F1">Figure 1D</xref>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Photomicrographs of micritic to near-micritic carbonates. <bold>(A&#x2013;D)</bold>: Samples DK-14, DK-32, DK-51, and DK-60).</p>
</caption>
<graphic xlink:href="feart-10-1077017-g003.tif"/>
</fig>
<p>To further minimize the influence of diagenesis on the geochemical signatures, samples were crushed into mm-sized particles to eliminate contamination from the cement veins and recrystallized spots. Samples were ground to 200 mesh in an agate mortar and three subsets were prepared for 1) &#x3b4;<sup>13</sup>C<sub>carb</sub> and &#x3b4;<sup>18</sup>O, 2) <sup>87</sup>Sr/<sup>86</sup>Sr ratios, and 3) trace element analyses.</p>
</sec>
<sec id="s3-2">
<title>3.2 Methods</title>
<sec id="s3-2-1">
<title>3.2.1 Carbon and oxygen isotopes</title>
<p>Carbon and oxygen isotopes (56 samples) were measured at the Nanjing Hongchuang Exploration Technology Service Co., Ltd, Nanjing, China. Isotope ratios are reported in per mil (&#x2030;) notation relative to the Vienna Pee Dee Belemnite standard (VPDB &#x2030;). Samples were calibrated using China standards (GBW04405). The uncertainty (1&#x3c3;) calculated from standards per run is typically 0.1&#x2030;.</p>
</sec>
<sec id="s3-2-2">
<title>3.2.2 <sup>87</sup>Sr/<sup>86</sup>Sr ratios</title>
<p>A total of 56 samples were analyzed for <sup>87</sup>Sr/<sup>86</sup>Sr ratios at the State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation of the Chengdu University of Technology, China. The samples (50&#xa0;mg each) were washed with deionized water, dried, and crushed to less than 0.0750&#xa0;mm. The <sup>87</sup>Sr/<sup>86</sup>Sr ratios were measured using a Thermo-Fisher Scientific Triton Plus mass spectrometer.</p>
<p>The measured <sup>87</sup>Sr/<sup>86</sup>Sr ratios were normalized to an <sup>86</sup>Sr/<sup>88</sup>Sr ratio of 0.1194 (<xref ref-type="bibr" rid="B71">Nier, 1938</xref>), calculated from 150 measurements. An internal precision of &#x223c;5&#xd7;10<sup>&#x2013;6</sup> (relative SE) was maintained. The analytical precision was monitored using NBS 987 and the mean measured value obtained for NBS 987 was 0.710,247 &#xb1; 0.000008 [2&#x3c3;, number of samples (n) &#x3d; 6]. All reported <sup>87</sup>Sr/<sup>86</sup>Sr data were corrected to the value of the international standard NBS 987 (<sup>87</sup>Sr/<sup>86</sup>Sr &#x3d; 0.710,248).</p>
</sec>
<sec id="s3-2-3">
<title>3.2.3 Trace elements</title>
<p>Major and trace elements (56 samples) were measured in Chengdu Oriental Mineral Development Technology Research Institute. Major elements were measured by ZSX Primus II X-ray fluorescence spectrometer. Trace element analysis was performed on an American PE 5300&#xa0;V. The analysis process adopts China standards GBW07314, GBW07315, GBW07316 and USGS basalt standard material 6BHVO-2 for quality control, and uncertainty was generally better than 5%.</p>
</sec>
</sec>
</sec>
<sec sec-type="results" id="s4">
<title>4 Results</title>
<sec id="s4-1">
<title>4.1 Carbon and strontium isotopes</title>
<p>During the Capitanian, the &#x3b4;<sup>13</sup>C<sub>carb</sub> presents large fluctuations (<xref ref-type="fig" rid="F4">Figure 4</xref>), which varies from &#x2012; 3.88&#x2030; to &#x2b; 5.3&#x2030;, with an average of &#x2b; 3.5&#x2030;. In the Early Capitanian, the &#x3b4;<sup>13</sup>C<sub>carb</sub> remains at a relatively stable high value of about &#x2b; 4&#x2030;. In the Late Capitanian, the &#x3b4;<sup>13</sup>C<sub>carb</sub> begins to decrease gradually after reaching a peak value of &#x2b; 4.78&#x2030;, followed by a rapid negative drift which decreases from &#x2b; 3.2&#x2030; to &#x2012; 3.9&#x2030;. This rapid negative drift is comparable to earlier studies (e.g., <xref ref-type="bibr" rid="B89">Shen et al., 2013</xref>, <xref ref-type="bibr" rid="B95">2020</xref>; <xref ref-type="bibr" rid="B124">Yuan, 2015</xref>). In the Early Wuchiapingian, the &#x3b4;<sup>13</sup>C<sub>carb</sub> quickly rises from &#x2012; 3.9&#x2030; to &#x2b; 2.9&#x2030;, and remains at a high value of about &#x2b; 5&#x2030;.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>The profiles of carbon, oxygen and strontium isotopes of the Dukou section (The legend is shown in <xref ref-type="fig" rid="F1">Figure 1D</xref>, the triangles are samples that may be affected by diagenesis) (The data of &#x3b4;<sup>13</sup>C<sub>carb</sub> discussed here was published with no detail discussion in our previous paper, the lower 36 data points of Sr isotopes was published in our previous paper).</p>
</caption>
<graphic xlink:href="feart-10-1077017-g004.tif"/>
</fig>
<p>The <sup>87</sup>Sr/<sup>86</sup>Sr ratios of the Dukou section also show significant fluctuations (<xref ref-type="fig" rid="F4">Figure 4</xref>), which vary from 0.70682 to 0.70733, with an average of 0.70699. In the entire Capitanian, the <sup>87</sup>Sr/<sup>86</sup>Sr ratios decrease rapidly from 0.70705 to 0.70682, and then remain around 0.70689. Subsequently, the <sup>87</sup>Sr/<sup>86</sup>Sr ratios rise rapidly to around 0.70713 during the Early Wuchiapingian.</p>
</sec>
<sec id="s4-2">
<title>4.2 Trace elements</title>
<p>The elemental geochemistry of the investigated carbonates includes the primary productivity (Cu<sub>EF</sub>, Ni<sub>EF</sub>, Ba<sub>EF</sub>) and redox (V/(V&#x2b;Ni), Th/U and U<sub>EF</sub>) (<xref ref-type="bibr" rid="B104">Tribovillard et al., 2006</xref>; <xref ref-type="bibr" rid="B87">Shen et al., 2014</xref>; <xref ref-type="bibr" rid="B102">Takahashi and AuthorAnonymous, 2014</xref>). To normalize the results and describe the enrichment degree of the environmentally sensitive elements, enrichment factors (EF) of selected elements were calculated as: X<sub>EF</sub> &#x3d; (X/Al)<sub>sample</sub>/(X/Al)<sub>average shale</sub>, where X and Al represent the concentrations of the element of interest and the concentrations of average shale are from <xref ref-type="bibr" rid="B112">Wedepohl (1971</xref>, <xref ref-type="bibr" rid="B113">1991)</xref>. Their profiles are shown in <xref ref-type="fig" rid="F5">Figure 5</xref> and results are listed in <xref ref-type="sec" rid="s12">Supplementary Table S1</xref>.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Profiles of <bold>(A)</bold> Cu<sub>EF</sub>, <bold>(B)</bold> Ba<sub>EF</sub>, <bold>(C)</bold> Ni<sub>EF</sub>, <bold>(D)</bold> V/(V&#x2b;Ni), <bold>(E)</bold> Th/U and <bold>(F)</bold> U<sub>EF</sub> of Dukou section, the triangles are samples that may be affected by diagenesis.</p>
</caption>
<graphic xlink:href="feart-10-1077017-g005.tif"/>
</fig>
<p>According to the systematic variations of trace elements of the Dukou section (<xref ref-type="fig" rid="F5">Figure 5</xref>), we divide it into three stages. The Cu<sub>EF</sub> gradually decreases after reaching the maximum in Stage 1, and remains stably low in Stage 2 and the beginning of Stage 3, and subsequently increases. Except that some samples increase in Stage 2, the variation of Ba<sub>EF</sub> is similar to that of Cu<sub>EF</sub>. Ni<sub>EF</sub> fluctuates dramatically in Stage 1 and reaches the maximum at the end of this stage. At the beginning of Stage 2, Ni<sub>EF</sub> declines slowly, follows by two subsequent rises, and increases slightly at the end of this Stage. It decreases slowly at the beginning of Stage 3, and gradually increases after stabilization. The value of Ni<sub>EF</sub> in Stage 1 is higher than in Stages 2 and 3. In general, the primary productivity proxies seem to exhibit a downward trend in Stage 2. Both V/(V&#x2b;Ni) and U<sub>EF</sub> decrease in Stage 2 and remain at a certain range, which is consistent with the increase of Th/U in Stage 2.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s5">
<title>5 Discussions</title>
<sec id="s5-1">
<title>5.1 Evaluation of sample preservation</title>
<p>Diagenetic alteration of marine carbonates has been documented to significantly alter the primary geochemical signatures (<xref ref-type="bibr" rid="B106">Veizer, 1983</xref>), and the evaluation of carbonate preservation is therefore the foundation needed for the reconstruction of reliable chemostratigraphic profiles and interpretation of the paleoenvironmental conditions. Previous paleoenvironmental studies suggested that the diagenetic alteration at low water/rock interaction ratios, as reflected by minimum recrystallization, does not dramatically alter the signatures of the paleoenvironmental proxies (<xref ref-type="bibr" rid="B106">Veizer, 1983</xref>; <xref ref-type="bibr" rid="B3">Azmy et al., 2011</xref>). Because the diagenetic fluids are composed of water, the &#x3b4;<sup>18</sup>O is also significantly decreased during diagenesis but the &#x3b4;<sup>13</sup>C is relatively less susceptible to alteration since the diagenetic fluids do not usually have highly dissolved CO<sub>2</sub> to reset the C-isotope signatures of carbonates unless organic matter is involved (<xref ref-type="bibr" rid="B16">Cochran et al., 2010</xref>; <xref ref-type="bibr" rid="B78">Saltzman and Thomas, 2012</xref>).</p>
<p>Therefore, the &#x3b4;<sup>18</sup>O values are utilized as a reliable proxy for evaluating the degree of geochemical preservation of carbonates. It is generally believed (<xref ref-type="bibr" rid="B23">Derry et al., 1992</xref>; <xref ref-type="bibr" rid="B48">Kaufman and Knoll, 1995</xref>) that samples with &#x3b4;<sup>18</sup>O values greater than&#x2014;eight&#x2030; are commonly accepted as pristine ones. Additionally, the post diagenesis of marine carbonate rocks could cause the simultaneous change of &#x3b4;<sup>13</sup>C<sub>carb</sub> and &#x3b4;<sup>18</sup>O, which led to a positive correlation between &#x3b4;<sup>13</sup>C<sub>carb</sub> and &#x3b4;<sup>18</sup>O (<xref ref-type="bibr" rid="B105">Veizer et al., 1999</xref>; <xref ref-type="bibr" rid="B49">Knauth and Kennedy, 2009</xref>). However, our data show &#x3b4;<sup>18</sup>O values greater than&#x2014;eight&#x2030; and a poor correlation coefficient between &#x3b4;<sup>13</sup>C<sub>carb</sub> and &#x3b4;<sup>18</sup>O (<italic>R</italic>
<sup>2</sup> &#x3d; 0.057; <xref ref-type="fig" rid="F6">Figure 6A</xref>). Thus, obvious diagenesis is not supported by the data.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Scatter diagrams showing correlations of <bold>(A)</bold> &#x3b4;<sup>13</sup>C<sub>carb</sub>with &#x3b4;<sup>18</sup>O, <bold>(B)</bold> Fe with <sup>87</sup>Sr/<sup>86</sup>Sr, <bold>(C)</bold> Fe with Mn, and <bold>(D)</bold> Mn/Sr with <sup>87</sup>Sr/<sup>86</sup>Sr in the investigated Dukou section (Red rings indicate data may have been affected by diagenesis).</p>
</caption>
<graphic xlink:href="feart-10-1077017-g006.tif"/>
</fig>
<p>The poor correlation coefficient between Fe contents and <sup>87</sup>Sr/<sup>86</sup>Sr values (<italic>R</italic>
<sup>2</sup> &#x3d; 0.019; <xref ref-type="fig" rid="F6">Figure 6B</xref>) and the poor correlation coefficient between Fe contents and Mn contents (<italic>R</italic>
<sup>2</sup> &#x3d; 0.421; <xref ref-type="fig" rid="F6">Figure 6C</xref>) suggest a high degree of preservation of near-primary signatures. Additionally, the investigated carbonates have generally low Mn contents (16&#x2013;355&#xa0;ppm; <xref ref-type="sec" rid="s12">Supplementary Table S1</xref>) and high Sr contents (58&#x2013;3880&#xa0;ppm; <xref ref-type="sec" rid="s12">Supplementary Table S1</xref>), and the Mn/Sr ratios (mainly &#x3c; 1) exhibit a poor correlation coefficient with their <sup>87</sup>Sr/<sup>86</sup>Sr values (<italic>R</italic>
<sup>2</sup> &#x3d; 0.018; <xref ref-type="fig" rid="F6">Figure 6D</xref>), also implying insignificant contributions from diagenetic fluids (<xref ref-type="bibr" rid="B56">Li et al., 2021</xref>).</p>
<p>As mentioned above, diagenetic alteration of carbonates with progressive burial results in a dramatic depletion in the Sr contents but enrichment in other elements. (<xref ref-type="bibr" rid="B106">Veizer, 1983</xref>; <xref ref-type="bibr" rid="B23">Derry et al., 1992</xref>; <xref ref-type="bibr" rid="B22">Denison et al., 1994</xref>; <xref ref-type="bibr" rid="B58">Li, 2016</xref>). Therefore, the Sr ratios are utilized as a dependable proxy for evaluating the degree of geochemical preservation of carbonates. The poor correlations (<italic>R</italic>
<sup>2</sup>&#x3d; 0.099 to 0.001) of Sr with the other proxies (e.g., V/(V&#x2b;Ni), Th/U, Cu, Ba, Ni, U; <xref ref-type="fig" rid="F7">Figure 7A&#x2013;F</xref>; <xref ref-type="sec" rid="s12">Supplementary Table S1</xref>) suggest that the studied carbonates succession retain at least near-primary geochemical signatures. (e.g., <xref ref-type="bibr" rid="B86">Shembilu and Azmy, 2022</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Scatter diagrams showing correlations of Sr with <bold>(A)</bold> V/(V&#x2b;Ni), <bold>(B)</bold> Th/U, <bold>(C)</bold> Cu, <bold>(D)</bold> Ba, <bold>(E)</bold> Ni, and <bold>(F)</bold> U in the investigated Dukou section.</p>
</caption>
<graphic xlink:href="feart-10-1077017-g007.tif"/>
</fig>
</sec>
<sec id="s5-2">
<title>5.2 The negative drifting of &#x3b4;<sup>13</sup>C<sub>carb</sub> during the GLB transition</title>
<p>The &#x3b4;<sup>13</sup>C<sub>carb</sub> values in the Early Capitanian retain relatively high (&#x223c; &#x2b;4.5&#x2030;) positive plateau. The Cu<sub>EF</sub>, Ba<sub>EF</sub>, and Ni<sub>EF</sub> reveal that there is indeed a relatively high marine primary productivity during the Early Capitanian. Then, the value of &#x3b4;<sup>13</sup>C<sub>carb</sub> shift to a slight negative drifting at around 261.6&#xa0;Ma. Meanwhile, the primary productivity proxies occurred a slight downward decline. The redox indicators (V/(V&#x2b;Ni), Th/U and U<sub>EF</sub>) recorded in this carbonate platform reflect increased oxidation of surface seawater, which is opposite to the deep water facies that was anoxia and intermittent euxinia evidenced by the coincidence between reduction of framboid size and the extremely negative sulfur isotope values of pyrite (<xref ref-type="bibr" rid="B115">Wei et al., 2016</xref>, <xref ref-type="bibr" rid="B114">2019</xref>). To around 260.4&#xa0;Ma in the Late Captanian, a rapid &#x3b4;<sup>13</sup>C<sub>carb</sub> negative shift occurred, and also had a synchronous response in other regions (<xref ref-type="fig" rid="F8">Figure 8</xref>). Rencunping section in Hunan exhibits two significant negative &#x3b4;<sup>13</sup>C<sub>carb</sub> drifts during the Capitanian (<xref ref-type="bibr" rid="B9">Cao et al., 2018</xref>), a negative &#x3b4;<sup>13</sup>C<sub>carb</sub> drift in the <italic>J. shannoni</italic> zone is related to dolomitization to degree, and that of it in the J. xuanhanensis zone (from &#x2b; 5&#x2030; to &#x2212; 2&#x2030;) is still primary signal; Xiongjiachang section in Guizhou displays a rapid negative &#x3b4;<sup>13</sup>C<sub>carb</sub> drift (from &#x2b; 4&#x2030; to &#x2012; 3&#x2030;) in the <italic>J. prexuanensis</italic>-<italic>J.xuanhanensis</italic> zone, and neary Gouchang and Houchang sections also show similar negative drift (<xref ref-type="bibr" rid="B7">Bond et al., 2010</xref>); Penglaitan and Tieqiao sections of Guangxi presents two significant negative &#x3b4;<sup>13</sup>C<sub>carb</sub> drifts in the <italic>J. altudaensi</italic> zone and the <italic>J. xuanhanensis</italic> zone respectively (<xref ref-type="bibr" rid="B103">Tierney, 2010</xref>), the latter may correspond to the &#x3b4;<sup>13</sup>C<sub>carb</sub> negative drift in the late Capitanian.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Carbon isotope chemostratigraphy of the South China during the GLB transition. The reported high-precision zircon U-Pb age data of the Emeishan LIP are from <xref ref-type="bibr" rid="B129">Zhong et al. (2014)</xref>; <xref ref-type="bibr" rid="B121">Yang et al. (2018)</xref>; <xref ref-type="bibr" rid="B35">Huang et al. (2022)</xref>. The reported carbon isotope data: Penglaitan section is from <xref ref-type="bibr" rid="B11">Chen et al. (2011)</xref>; Tieqiao section is from Tierney. (2010); Xiongjiachang and Gouchang sections are from <xref ref-type="bibr" rid="B7">Bond et al. (2010)</xref>; Rencunping section is from <xref ref-type="bibr" rid="B9">Cao et al. (2018)</xref>. The age of Capitanian is from JTS-2022. 1 &#x3d; <italic>Clarkina postbitteri hongshuiensis</italic>, 2 &#x3d; <italic>Clarkina postbitteri postbitteri.</italic>
</p>
</caption>
<graphic xlink:href="feart-10-1077017-g008.tif"/>
</fig>
<p>Through investigating volcano-sedimentary record of southwest China, <xref ref-type="bibr" rid="B117">Wignall et al. (2009)</xref> revealed that the rapid &#x3b4;<sup>13</sup>C<sub>carb</sub> negative drift coincided with the onset of Emeishan volcanism. According to the ages of conodont biostratigraphy, <xref ref-type="bibr" rid="B99">Sun et al. (2010)</xref> proposed that eruption of Eemishan LIP started from the <italic>J. altudaensis</italic> zone and peaked in the <italic>J. xuanhanensis</italic> zone. Recently, the new CATIMS U-Pb ages result accurately confirm that the onset time of Eemishan LIP was 260.55 &#xb1; 0.07&#xa0;Ma (Huang et, al., 2022), and the peak time was &#x223c; 260&#xa0;Ma (<xref ref-type="bibr" rid="B129">Zhong et al., 2014</xref>; <xref ref-type="bibr" rid="B121">Yang et al., 2018</xref>). The onset time of the &#x3b4;<sup>13</sup>C<sub>carb</sub> negative drift in this study is consistent with that of the Emeishan volcanic eruption (<xref ref-type="fig" rid="F8">Figure 8</xref>), indicating that Emeishan LIP is undoubtedly one of the important mechanisms driving the &#x3b4;<sup>13</sup>C<sub>carb</sub> negative drift. Meanwhile, the Cu<sub>EF</sub>, Ba<sub>EF</sub>, and Ni<sub>EF</sub> in this interval recorded a decline of marine primary productivity, and V/(V&#x2b;Ni), Th/U, and U<sub>EF</sub> reveal an enhanced oxidation of seawater, which could promote this &#x3b4;<sup>13</sup>C<sub>carb</sub> negative drifting together.</p>
<p>In contrast to the magma eruption scale in Siberia LIP (4&#xd7;10<sup>6</sup>&#xa0;km<sup>3</sup>) and Deccan LIP (2&#x2013;3 &#xd7; 10<sup>6</sup>&#xa0;km<sup>3</sup>), a total amount of magma in Emeishan LIP is relatively small (0.3&#x2013;0.6 &#xd7; 10 <sup>6</sup>&#xa0;km<sup>3</sup>; Shellnutt., 2014), which is might not enough to cause such a large &#x3b4;<sup>13</sup>C<sub>carb</sub> negative drift. In addition to volcanic outgassing, thermal decarbonation reactions also produces a large amount of greenhouse gases. It has been suggested that Emeishan volcanism caused the upwelling of magma to bake the underlying the host sediments (mostly carbonates) to form a large amount of <sup>13</sup>C-poor CO<sub>2</sub> and CH<sub>4</sub>, which entered the atmosphere in a short period (<xref ref-type="bibr" rid="B100">Svensen et al., 2007</xref>, <xref ref-type="bibr" rid="B101">2009</xref>; <xref ref-type="bibr" rid="B1">Aarnes et al., 2010</xref>; <xref ref-type="bibr" rid="B83">Shellnutt et al., 2012</xref>). The widespread volcanic arcs and the initial breakup of Pangea may play an important role in the &#x3b4;<sup>13</sup>C<sub>carb</sub> negative drift during the GLB transition (<xref ref-type="bibr" rid="B62">Maruyama et al., 2007</xref>; <xref ref-type="bibr" rid="B61">Macdonald et al., 2019</xref>; <xref ref-type="bibr" rid="B126">Zhang et al., 2022b</xref>). In addition, in the context of global regression (<xref ref-type="bibr" rid="B76">Ross and Ross, 1987</xref>; <xref ref-type="bibr" rid="B29">Haq and Schutter, 2008</xref>), the redox indictors (V/(V&#x2b;Ni), Th/U and U<sub>EF</sub>) of this study indicate enhanced marine oxidation in the Late Capitanian. Therefore, the decline of sea-level may cause exposure of continental shelves and re-oxidization of <sup>12</sup>C-rich organic matter, which will promote such large magnitude of negative drift to some extent.</p>
<p>The &#x3b4;<sup>13</sup>C<sub>carb</sub> values increased rapidly around 259.4&#xa0;Ma, which can be observed in the Rencunping, Shangsi, Chaotian and Tieqiao sections of South China (<xref ref-type="bibr" rid="B103">Tierney, 2010</xref>; <xref ref-type="bibr" rid="B45">Jost et al., 2014</xref>; <xref ref-type="bibr" rid="B9">Cao et al., 2018</xref>), as well as the sections in Armenia, Turkey, and Europe (<xref ref-type="bibr" rid="B6">Baud et al., 1989</xref>; <xref ref-type="bibr" rid="B45">Jost et al., 2014</xref>). The cause of this &#x3b4;<sup>13</sup>C<sub>carb</sub> positive drift is considered to be linked to the consumption of atmospheric <italic>p</italic>CO<sub>2</sub> of low latitude mafic weathering (Emeishan basalt), which led to the onset of the Permian P4 glacial (<xref ref-type="bibr" rid="B121">Yang et al., 2018</xref>; <xref ref-type="bibr" rid="B98">Sun et al., 2022</xref>).</p>
</sec>
<sec id="s5-3">
<title>5.3 Dominant cause of <sup>87</sup>Sr/<sup>86</sup>Sr ratios&#x2019; variation during the GLB transition</title>
<p>The strontium isotope variations of this study are consistent with that reported previously (<xref ref-type="fig" rid="F9">Figure 9</xref>; <xref ref-type="bibr" rid="B105">Veizer et al., 1999</xref>; <xref ref-type="bibr" rid="B50">Korte et al., 2006</xref>; <xref ref-type="bibr" rid="B63">McArthur et al., 2012</xref>; <xref ref-type="bibr" rid="B107">Wang et al., 2018</xref>). The <sup>87</sup>Sr/<sup>86</sup>Sr ratios of the Dukou section remained low during the Middle-Late Capitanian, reaching the globally recognized minimum value (0.70682) at approximately 262&#xa0;Ma (<xref ref-type="fig" rid="F9">Figure 9</xref>). Until approximately 259.4&#xa0;Ma, the <sup>87</sup>Sr/<sup>86</sup>Sr ratio also showed a significant recovery (<xref ref-type="fig" rid="F9">Figure 9</xref>).</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>The profile of <sup>87</sup>Sr/<sup>86</sup>Sr during the GLB transition. Note: The data of the Dukou section are from this study and other data are from <xref ref-type="bibr" rid="B105">Veizer et al. (1999)</xref>, <xref ref-type="bibr" rid="B50">Korte et al. (2006)</xref>, <xref ref-type="bibr" rid="B63">McArthur et al. (2012)</xref> and <xref ref-type="bibr" rid="B107">Wang et al. (2018)</xref>.</p>
</caption>
<graphic xlink:href="feart-10-1077017-g009.tif"/>
</fig>
<p>Prior to the rapid increase of <sup>87</sup>Sr/<sup>86</sup>Sr ratios, the long-term slow-declining low value indicated the dominant role of mantle-derived Sr Emeishan basalt eruption was considered to be the possible cause of the decrease in the seawater <sup>87</sup>Sr/<sup>86</sup>Sr ratios (<xref ref-type="bibr" rid="B34">Huang H. et al., 2019</xref>; <xref ref-type="bibr" rid="B56">Li et al., 2021</xref>). However, the minimum of <sup>87</sup>Sr/<sup>86</sup>Sr ratio is inconsistent with the duration of the Emeishan LIP (<xref ref-type="bibr" rid="B129">Zhong et al., 2014</xref>, <xref ref-type="bibr" rid="B128">2020</xref>; <xref ref-type="bibr" rid="B33">Huang et al., 2018</xref>, <xref ref-type="bibr" rid="B35">2022</xref>). It is intriguing that larger Siberian LIP during the end-Permian did not cause such a significant decrease of <sup>87</sup>Sr<sup>/86</sup>Sr ratios (<xref ref-type="bibr" rid="B63">McArthur et al., 2012</xref>, <xref ref-type="bibr" rid="B64">2020</xref>; <xref ref-type="bibr" rid="B60">Liu et al., 2013</xref>). Therefore, it should be due to other causes that the mantle-derived Sr flux has long been dominant.</p>
<p>From a longer-time scale, the decline of <sup>87</sup>Sr/<sup>86</sup>Sr ratio during the LPIA has already begun since the Late Carboniferous (<xref ref-type="bibr" rid="B65">McArthur and Howarth, 2004</xref>; <xref ref-type="bibr" rid="B46">Kani et al., 2013</xref>; <xref ref-type="bibr" rid="B107">Wang et al., 2018</xref>). Glacial maximum period (Late Carboniferous-Early Permian) could explain the decrease of crustal-derived Sr to some extent (<xref ref-type="bibr" rid="B12">Chen et al., 2018</xref>; <xref ref-type="bibr" rid="B13">Chen et al., 2022</xref>). However, it is difficult to provide a reasonable explanation for the continuous decline of <sup>87</sup>Sr/<sup>86</sup>Sr ratios within the glacial continuous weakening process (Middle Permian).</p>
<p>The dominance of mantle-derived Sr flux could be the important reason for the long-term decline of <sup>87</sup>Sr/<sup>86</sup>Sr ratios and the minimum value during the Capitanian. This period coincided with the transition from convergence to the disintegration of the Pangea. The Arc volcanism with plate movement (<xref ref-type="bibr" rid="B61">Macdonald et al., 2019</xref>), active oceanic ridge magmatism (<xref ref-type="bibr" rid="B125">Zhang B. L. et al., 2021</xref>), and their related mafic weathering should provide considerable mantle-derived Sr flux. Marine hydrothermal cherts during the Capitanian were widely distributed in the northern margin of the Upper Yangtze (<xref ref-type="bibr" rid="B70">Murchey and Jones, 1992</xref>; <xref ref-type="bibr" rid="B74">Qiu and Wang 2011</xref>; <xref ref-type="bibr" rid="B24">Dong et al., 2020</xref>), supporting the enhanced supply of mantle-derived material. The long-term low <sup>87</sup>Sr/<sup>86</sup>Sr value of Dukou section increase rapidly from approximately 259.4&#xa0;Ma (<xref ref-type="fig" rid="F9">Figure 9</xref>), which corresponds to the attenuation period of weathering intensity. It is difficult to explain this recovery with the change of the crust-derived Sr flux. A significant reduction in mantle-derived Sr flux might mainly be attributed to the rapid weakening of oceanic ridge and arc volcanism associated with active global-scale crust-mantle interaction. In summary, the strontium isotopic composition of this period is more dominated by mantle-derived Sr flux.</p>
</sec>
<sec id="s5-4">
<title>5.4 The integrated geochemical indices indicating the co-evolution of climate-ocean-biodiversity system during the GLB transition</title>
<p>The linkage between LIP volcanism and biological crisis events has long been a very interesting topic (<xref ref-type="bibr" rid="B18">Courtillot, 1999</xref>; <xref ref-type="bibr" rid="B116">Wignall, 2001</xref>; <xref ref-type="bibr" rid="B17">Courtillot and Renne, 2003</xref>; <xref ref-type="bibr" rid="B14">Chen and Xu, 2019</xref>). Large-scale volcanic activity will release a large amount of volcanic ash, toxic gases, and greenhouse gases in a short period, ultimately leading to environmental degradation and biological crisis (<xref ref-type="bibr" rid="B7">Bond et al., 2010</xref>; <xref ref-type="bibr" rid="B21">Day et al. al., 2015</xref>; <xref ref-type="bibr" rid="B25">Fan et al., 2020</xref>). Based on cases such as the temporal coincidence between the end-Permian mass extinction and the eruption of the Siberian LIP, large-scale volcanic activity is considered to be one of the important factors of the extinction (<xref ref-type="bibr" rid="B8">Burgess and Bowring, 2015</xref>; <xref ref-type="bibr" rid="B14">Chen and Xu, 2019</xref>).</p>
<p>The GLB transition also experienced a significant extinction event (<xref ref-type="bibr" rid="B44">Jin et al., 1994</xref>; <xref ref-type="bibr" rid="B92">Shen and Shi, 1996</xref>, <xref ref-type="bibr" rid="B93">2002</xref>; <xref ref-type="bibr" rid="B117">Wignall et al., 2009</xref>), which was called " end-Guadalupian mass extinction&#x201d;. The extent of this extinction event has been controversial (<xref ref-type="bibr" rid="B44">Jin et al., 1994</xref>; <xref ref-type="bibr" rid="B97">Stanley and Yang, 1994</xref>; <xref ref-type="bibr" rid="B92">Shen and Shi, 1996</xref>, <xref ref-type="bibr" rid="B93">2002</xref>; <xref ref-type="bibr" rid="B117">Wignall et al., 2009</xref>; <xref ref-type="bibr" rid="B37">Huang Y. G. et al., 2019</xref>). However, the decline in the diversity of shallow-marine invertebrates (including corals, brachiopods and ammonoids) still reflects that this extinction event is indisputable (<xref ref-type="bibr" rid="B110">Wang and Sugiyama, 2000</xref>; <xref ref-type="bibr" rid="B28">Groves and Wang, 2013</xref>; <xref ref-type="bibr" rid="B95">Shen et al., 2020</xref>). The trace elements of the samples from the Dukou section show that the enrichment factors such as Cu<sub>EF</sub>, Ba<sub>EF</sub>, and Ni<sub>EF</sub> decreased accompanied by a &#x3b4;<sup>13</sup>C<sub>carb</sub> negative drift in the Late Capitanian (<xref ref-type="fig" rid="F7">Figure 7</xref>), indicating a decrease in marine primary productivity. This decline is in good chronological agreement with the previously proposed GLB biocrisis.</p>
<p>
<xref ref-type="bibr" rid="B117">Wignall et al. (2009)</xref> proposed that the Emeishan volcanic activity might trigger a biological extinction event based on the temporal coincidence among Emeishan volcanism, biocrisis and carbon isotope negative drift. <xref ref-type="bibr" rid="B7">Bond et al. (2010)</xref> reported the loss of keriothecal-walled fusulinaceans and a turnover in calcareous algae in the Upper Maokou Formation at the Xiongjiachang section, and carbonate deposition was frequently interrupted by thick volcanic ash depositional events, revealing a potential link between Emeishan volcanism and biological extinction. The sedimentary, paleoecologic, and geochemical analysis of the Penglaitan section show collapse of metazoan reef system, with two abnormally high mercury concentration/total organic carbon (Hg/TOC) ratios during the GLB transition, supporting that the Emeishan LIP may trigger biotic extinction (<xref ref-type="fig" rid="F10">Figures 10&#x2013;f</xref>; <xref ref-type="bibr" rid="B37">Huang Y. G. et al., 2019</xref>). Accumulating evidence shows that the Emeishan LIP may be one of the important mechanisms of the end-Guadalupian biocrisis (<xref ref-type="bibr" rid="B117">Wignall et al., 2009</xref>; <xref ref-type="bibr" rid="B7">Bond et al., 2010</xref>; <xref ref-type="bibr" rid="B11">Chen et al., 2011</xref>; <xref ref-type="bibr" rid="B14">Chen and Xu, 2019</xref>; <xref ref-type="bibr" rid="B98">Sun et al., 2022</xref>). Here, we collected a series of paleoenvironmental indicators to integrate our results and carried out a global-scale comprehensive comparative analysis (<xref ref-type="fig" rid="F10">Figure 10</xref>).</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Paleoenvironmental indicators and geological events during the GLB transition. The profiles of &#x3b4;<sup>13</sup>C<sub>carb</sub>,<sup>87</sup>Sr/<sup>86</sup>Sr, Cu<sub>EF</sub>, and U<sub>EF</sub> are from the study of the Dukou section, and the CIA values are from <xref ref-type="bibr" rid="B98">Sun et al. (2022)</xref>, Hg/TOC ratios are from <xref ref-type="bibr" rid="B37">Huang Y. G. et al. (2019)</xref>, relative seawater temperature is based on &#x3b4;<sup>18</sup>O composition in conodonts and brachiopods from <xref ref-type="bibr" rid="B11">Chen et al. (2011)</xref> and <xref ref-type="bibr" rid="B111">Wang et al. (2020)</xref>. The atmospheric CO<sub>2</sub> concentration is from <xref ref-type="bibr" rid="B26">Foster et al. (2017)</xref>, warm-water benthic foraminifer diversity from <xref ref-type="bibr" rid="B19">Davydov, (2014)</xref>, global sea-level change from <xref ref-type="bibr" rid="B29">Haq and Schutter (2008)</xref>. Geological event: Emeishan LIP (<xref ref-type="bibr" rid="B83">Shellnutt et al., 2012</xref>; <xref ref-type="bibr" rid="B129">Zhong et al., 2014</xref>; <xref ref-type="bibr" rid="B33">Huang et al., 2018</xref>), the GLB extinction (<xref ref-type="bibr" rid="B117">Wignall et al., 2009</xref>; <xref ref-type="bibr" rid="B37">Huang Y. G. et al., 2019</xref>; <xref ref-type="bibr" rid="B95">Shen et al., 2020</xref>), the Kamura events (<xref ref-type="bibr" rid="B40">Isozaki et al., 2007</xref>, <xref ref-type="bibr" rid="B38">2011</xref>), dispersal and assembly of Pangea (<xref ref-type="bibr" rid="B62">Maruyama et al., 2007</xref>; <xref ref-type="bibr" rid="B39">Isozaki, 2009</xref>; <xref ref-type="bibr" rid="B79">Santosh et al., 2009</xref>; <xref ref-type="bibr" rid="B91">Shen et al., 2019</xref>). The duration of P3-P4 glacial (<xref ref-type="bibr" rid="B69">Metcalfe et al., 2015</xref>), sea-level change (<xref ref-type="bibr" rid="B29">Haq and Schutter, 2008</xref>). Abbreviations: P3 &#x3d; the third stage of Permian glaciation, P4 &#x3d; the fourth stage of Permian glaciation, 1 &#x3d; <italic>Clarkinapostbitteri hongshuiensis</italic>, 2 &#x3d; <italic>Clarkina postbitteri postbitteri</italic>, geological age and conodont biostratigraphy is based on <xref ref-type="bibr" rid="B91">Shen et al. (2019)</xref> and <xref ref-type="bibr" rid="B94">Shen et al. (2022)</xref>.</p>
</caption>
<graphic xlink:href="feart-10-1077017-g010.tif"/>
</fig>
<p>A significant &#x3b4;<sup>13</sup>C<sub>carb</sub> negative shift during the GLB transition is consistent with the onset of the Emeishan eruption and the initial breakup of the Pangea. This temporal consistency implies that it is related to the carbon-cycle disturbance caused by the global volcanic-tectonic activity, and is consistent with the GLB extinction. The <sup>87</sup>Sr/<sup>86</sup>Sr ratios discussed above is dominated by the mantle-derived Sr flux, which also indicates that the global volcanic-tectonic activity caused by Earth&#x27;s internal dynamics is the triggering factor for this biocrisis event. Declines in biodiversity are often a precursor to extinction events (<xref ref-type="bibr" rid="B96">Stanley, 2016</xref>). Biodiversity decreased significantly during the Emeishan LIP (<xref ref-type="bibr" rid="B11">Chen et al., 2011</xref>; <xref ref-type="bibr" rid="B19">Davydov, 2014</xref>; <xref ref-type="bibr" rid="B125">Zhang B. L. et al., 2021</xref>). In particular, the latest high-resolution paleontological data strongly confirms that species diversity declined rapidly during the Late Capitanian (<xref ref-type="bibr" rid="B25">Fan et al., 2020</xref>).</p>
<p>The reconstructed atmospheric CO<sub>2</sub> curve reveals there was a transient climate warming event in Late Capitanian (<xref ref-type="fig" rid="F10">Figures 10&#x2013;h</xref>; <xref ref-type="bibr" rid="B26">Foster et al., 2017</xref>). Meanwhile, the conodont &#x3b4;<sup>18</sup>O<sub>apatite</sub> results of the Penglaitan section show that the seawater temperature increased about 6 &#x223c; 8 &#xb0;C (<xref ref-type="fig" rid="F10">Figures 10&#x2013;g</xref>; <xref ref-type="bibr" rid="B11">Chen et al., 2011</xref>), and the brachiopod &#x3b4;<sup>18</sup>O<sub>calcite</sub> results of the Xikou section show that the seawater temperature increased about 4&#xb0;C (<xref ref-type="fig" rid="F10">Figures 10&#x2013;g</xref>; <xref ref-type="bibr" rid="B111">Wang et al., 2020</xref>), both revealing a significantly transient warming event. Recently, the CIA curve established by the acid-insoluble residues of carbonate rocks (<xref ref-type="fig" rid="F10">Figures 10&#x2013;e</xref>; <xref ref-type="bibr" rid="B98">Sun et al., 2022</xref>), compared with the latest high-precision age of the Emeishan LIP (<xref ref-type="bibr" rid="B35">Huang et al., 2022</xref>), supporting a high-temperature plain in the main peak period (approximately 260&#xa0;Ma), which may represent a transient warming event (<xref ref-type="fig" rid="F10">Figure 10</xref>). This climate event may have been an important cause of the end-Guadalupian crisis. The redox proxies from this study support there was an enhanced seawater oxidation during the Late Capitanian (<xref ref-type="fig" rid="F10">Figures 10&#x2013;d</xref>), the onset of that is consistent with the end of the P3 glacial. Thereafter it in turn transitions to a reductive increase from the onset of P4 glacial. Obviously, the transient climate warming may be an important reason for the enhanced oxidation of the shallow-water shelf during this event, and inhibit the preservation of organic matter, which is precisely coupled with the carbon isotope negative drift. In contrast to the enhanced oxidation of the shallow-water shelf represented by the Dukou section, due to the transient climate warming, the ocean circulation may have weakened associated with a decrease in the temperature difference between high and low latitudes. Deep-water facies beyond the shelf may exacerbate oceanic water column stratification and marine anoxia, and even euxinia are not conducive to the survival and reproduction of organisms (<xref ref-type="bibr" rid="B120">Yan et al., 2013</xref>; <xref ref-type="bibr" rid="B109">Wang et al., 2022</xref>).</p>
<p>It was discussed previously that the onset of &#x3b4;<sup>13</sup>C<sub>carb</sub> negative drifts and the strontium minimum was inconsistent during the Capitanian (<xref ref-type="fig" rid="F10">Figure 10</xref>). However, across the GLB boundary, both showed a rapid positive drift almost simultaneously, and paced climate transition from interglacial to P4 glacial (<xref ref-type="bibr" rid="B27">Frank et al., 2015</xref>; <xref ref-type="bibr" rid="B69">Metcalfe et al., 2015</xref>; <xref ref-type="bibr" rid="B20">Davydov et al., 2022</xref>). But the eruption of the Emeishan LIP was not completely over, and the climate transitioned into the P4 glacial quickly. This may be due to the weathering of low-latitude mafic rocks and the possible volcanic ash aerosol effect (<xref ref-type="bibr" rid="B33">Huang et al., 2018</xref>; <xref ref-type="bibr" rid="B121">Yang et al., 2018</xref>), which led to the climate cooling. Consequently, the enrichment factors for trace elements in our study showed that primary productivity went into a tendency of recover in the Early Wuchiapingian, which proves that the biocrisis had been temporarily alleviated (<xref ref-type="fig" rid="F10">Figures 10&#x2013;c</xref>). (Azmy and Lavoie, 2009, Azomani et al., 2013, Kaufman et al., 1992, Shen and Mei, 2010)</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s6">
<title>6 Conclusion</title>
<p>
<list list-type="simple">
<list-item>
<p>1) The &#x3b4;<sup>13</sup>C<sub>carb</sub> curve of the Dukou section has a significant shift during the GLB transition, and a negative drift in the Late Capitanian recorded the carbon-cycle perturbation event promoted by primary productivity proxies and redox condition initially. The surge of Emeishan LIP, contemporaneous volcanic arcs and local re-oxidized organic matter under the regression setting may be an superimposed factor for the later rapid negative drift.</p>
</list-item>
<list-item>
<p>2) The <sup>87</sup>Sr/<sup>86</sup>Sr ratios of the Dukou section remained long-term low values during the entire Capitanian, reached a global minimum value around 262&#xa0;Ma and appeared a significant increase till approximately 259.4&#xa0;Ma. Fluctuations of strontium isotopic composition are more dominated by mantle-derived Sr flux.</p>
</list-item>
<list-item>
<p>3) The composited geological records of the climate-ocean system during the GLB transition, promoted carbon cycling perturbation and triggered the end-Guadalupian biocrisis.</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" 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, Writing&#x2013;original draft, investigation, data curation. SS, Conceptualization, writing&#x2013;review and editing, Investigation. WX, Data curation, investigation. AC, Conceptualization, writing&#x2013;review and editing, Supervision, funding acquisition. JO, Reviewing. SY, Investigation. SX, Supervision. ZL, Reviewing. DY, Data curation. MH, Conceptualization.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This study was supported by the National Natural Science Foundation of China (Grant No. 42272132, No. 42172119 and No. 42050104), the Everest Scientific Research Program of Chengdu University of Technology (Grant No. 2022ZF11402).</p>
</sec>
<ack>
<p>We thank reviewers and editors for their constructive reviews, and thank Wen Li, Haotian Luo, Ouwen Yang, Fuxiang Li, Yifan Huang for their helpful field works.</p>
</ack>
<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>
<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.2022.1077017/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/feart.2022.1077017/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.XLSX" id="SM1" mimetype="application/XLSX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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