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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">859471</article-id>
<article-id pub-id-type="doi">10.3389/feart.2022.859471</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>Historic Earthquakes for the Xianshuihe Fault Derived From Lake Mugeco in the Southeastern Margin of the Tibetan Plateau During the Past 300&#xa0;Years</article-title>
<alt-title alt-title-type="left-running-head">Liu et al.</alt-title>
<alt-title alt-title-type="right-running-head">Historic Earthquakes Recorded From Mugeco</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Liyuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1684902/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Jingxuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1675508/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Xingqi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1325378/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mao</surname>
<given-names>Xin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Qin</surname>
<given-names>Rong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Resource Environment and Tourism</institution>, <institution>Capital Normal University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Institute of Hydrogeology and Environmental Geology</institution>, <institution>Chinese Academy of Geological Sciences</institution>, <addr-line>Shijiazhuang</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/92762/overview">Shiyong Yu</ext-link>, Jiangsu Normal University, 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/1260052/overview">Gueorgui Ratzov</ext-link>, Universit&#xe9; C&#xf4;te d&#x2019;Azur, France</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/251622/overview">Pierre Sabatier</ext-link>, University of Savoie-Mont Blanc, France</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1148092/overview">Fuyuan An</ext-link>, Qinghai Normal University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Xingqi Liu, <email>xqliu@cnu.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Quaternary Science, Geomorphology and Paleoenvironment, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>859471</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Liu, Yang, Liu, Mao and Qin.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Liu, Yang, Liu, Mao and Qin</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>The lacustrine deposition with continuity and chronological reliability is one of the important archives to establish paleo-seismic sequences. In this study, sediment short cores were obtained from Lake Mugeco, located in the Selaha section of the Xianshuihe fault zone on the southeastern margin of the Tibetan Plateau. The chronology is established using <sup>210</sup>Pb/<sup>137</sup>Cs and AMS<sup>14</sup>C dating results. Seismic events are identified based on sedimentary characteristics (color, density, and grain size), organic matter content, and high-resolution XRF element scanning data for the past 300&#xa0;years. There are four whitish turbidites in the sediments of Lake Mugeco, which are characterized by a high content of clay fraction and detrital elements (K, Rb, Ca, Sr, Ti, and Si) and low organic matter content. These four turbidites were dated in 1944&#x2013;1956 C.E., 1919&#x2013;1932 C.E., 1673&#x2013;1837 C.E., and 1507&#x2013;1739 C.E., with dating errors, possibly corresponding to large historical earthquakes of 1955 (<italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.5), 1932 (<italic>M</italic>
<sub>
<italic>s</italic>
</sub> 6), 1786 (<italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7 &#xbe;), and 1725 (<italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7) recorded in the Selaha section of the Xianshuihe fault zone. This study provides scientific evidence for further reconstructing longer-temporal seismic events in the Xianshuihe fault zone inferred from sediments of Lake Mugeco.</p>
</abstract>
<kwd-group>
<kwd>lacustrine sediment</kwd>
<kwd>seismic event</kwd>
<kwd>Xianshuihe fault</kwd>
<kwd>Lake Mugeco</kwd>
<kwd>turbidite</kwd>
</kwd-group>
<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>Introduction</title>
<p>The Xianshuihe fault zone is regarded as one of the most tectonically active regions with high seismicity in China (<xref ref-type="bibr" rid="B67">Wen et al., 2008</xref>; <xref ref-type="bibr" rid="B8">Bai et al., 2018</xref>). Historical earthquake data and instrumental monitoring have recorded more than 20 earthquake events with a magnitude of <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>6.5</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> since 1700 C.E., over ten of which have a magnitude of above <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.0 (<xref ref-type="bibr" rid="B74">Writing Group of Compilation of Sichuan Earthquake Data, 1980a</xref>; <xref ref-type="bibr" rid="B75">Writing Group of Compilation of Sichuan Earthquake Data, 1980b</xref>; <xref ref-type="bibr" rid="B66">Wen et al., 1989</xref>). Previous studies have discerned the paleoseismic events and inferred their recurrence periodicity and interval of strong earthquakes through techniques of trenching and dating in the Xianshuihe fault zone for the past 20,000&#xa0;years (<xref ref-type="bibr" rid="B55">Sun et al., 2007</xref>; <xref ref-type="bibr" rid="B29">Liang, 2019</xref>).</p>
<p>Continuous lacustrine sediments can provide supplementary information to whole earthquake records in an active fault zone (<xref ref-type="bibr" rid="B22">Ghazoui et al., 2019</xref>; <xref ref-type="bibr" rid="B60">Vandekerkhove et al., 2019</xref>; <xref ref-type="bibr" rid="B19">Fan et al., 2020</xref>; <xref ref-type="bibr" rid="B26">Hubert-Ferrari et al., 2020</xref>; <xref ref-type="bibr" rid="B21">Gastineau et al., 2021</xref>; <xref ref-type="bibr" rid="B71">Wils et al., 2021</xref>). Seismic shaking can induce subaqueous slope failure and remobilization of surficial, previously deposited sediments to be transformed into the subaqueous turbidity currents and debris or mudflows flowing into the lakebed (<xref ref-type="bibr" rid="B13">Bryn et al., 2005</xref>; <xref ref-type="bibr" rid="B34">Moernaut et al., 2017</xref>; <xref ref-type="bibr" rid="B39">Praet et al., 2017</xref>). It may also trigger sedimentary instabilities such as onshore landslides and deltaic slope failures, resulting in mobilized masses and turbidity currents (<xref ref-type="bibr" rid="B24">Howarth et al., 2014</xref>; <xref ref-type="bibr" rid="B59">Van Daele et al., 2015</xref>). Sediment formed by these earthquake-induced turbidity currents is called seismoturbidite or homogenite (<xref ref-type="bibr" rid="B54">Sturm et al., 1995</xref>; <xref ref-type="bibr" rid="B15">Chapron et al., 1999</xref>; <xref ref-type="bibr" rid="B52">Shiki et al., 2000</xref>; <xref ref-type="bibr" rid="B10">Beck, 2009</xref>; <xref ref-type="bibr" rid="B24">Howarth et al., 2014</xref>; <xref ref-type="bibr" rid="B59">Van Daele et al., 2015</xref>; <xref ref-type="bibr" rid="B35">Moernaut et al., 2018</xref>; <xref ref-type="bibr" rid="B31">Lu et al., 2021</xref>; <xref ref-type="bibr" rid="B38">Polonia et al., 2021</xref>). Moreover, an earthquake can induce deformation, such as microfaults (<xref ref-type="bibr" rid="B58">Topal and Ozkul, 2014</xref>; <xref ref-type="bibr" rid="B7">Av&#x15f;ar et al., 2015</xref>; <xref ref-type="bibr" rid="B27">Jiang et al., 2016</xref>), microfolds (<xref ref-type="bibr" rid="B32">Monecke et al., 2004</xref>), liquefaction, and flowage (<xref ref-type="bibr" rid="B10">Beck, 2009</xref>; <xref ref-type="bibr" rid="B58">Topal and Ozkul, 2014</xref>). In addition, earthquake-induced water oscillation (i.e., seiche) can erode shallow material or resuspend sediments from the steepening parts of the lake basin and form oscillating bottom currents, influencing <italic>in situ</italic> soft sediment deformation and mass-transport deposits (<xref ref-type="bibr" rid="B2">Alsop and Marco, 2012</xref>; <xref ref-type="bibr" rid="B30">Lu et al., 2020</xref>). However, the aforementioned characteristics of sedimentation are not generated only by seismic events, as rainstorms and windstorms caused by climate change and spontaneous landslides due to overloading of subaqueous slopes can also result in sedimentary disturbances (<xref ref-type="bibr" rid="B16">Chassiot et al., 2016a</xref>; <xref ref-type="bibr" rid="B28">Kinder, et al., 2019</xref>; <xref ref-type="bibr" rid="B43">Rapuc et al., 2020</xref>; <xref ref-type="bibr" rid="B48">Sabatier et al., 2017</xref>; <xref ref-type="bibr" rid="B68">Wilhelm et al., 2012</xref>; <xref ref-type="bibr" rid="B70">Wilhelm et al., 2022</xref>; <xref ref-type="bibr" rid="B71">Wils et al., 2021</xref>). Therefore, it is crucial to correctly distinguish seismic events from other events preserved in lake sediments. Here, we first establish the chronology based on <sup>210</sup>Pb/<sup>137</sup>Cs and accelerator mass spectrometry (AMS) <sup>14</sup>C dating of a short core from Lake Mugeco. Then, the sedimentary characteristics (including sediment color, density, and grain size), organic matter, and element content are employed to identify event layers preserved in several short cores from Lake Mugeco. Finally, four earthquake events different from one flood event are identified on short lake sediment cores that span a period with known historical earthquake and flood events.</p>
</sec>
<sec id="s2">
<title>Study Area</title>
<p>The Xianshuihe fault is a giant left-lateral strike-slip fault on the southeastern margin of the Tibetan Plateau (TP) (<xref ref-type="fig" rid="F1">Figures 1A,B</xref>). At Huiyuan Monastery, the fault is halved into NW and SE sections based on their respective structural styles (<xref ref-type="bibr" rid="B40">Qian et al., 1988</xref>; <xref ref-type="bibr" rid="B66">Wen et al., 1989</xref>). The former, with a simple geologic structure, includes the Luhuo segment, the Daofu segment, and the Qianning segment, while the latter, with complicated construction, consists of the Yalahe segment, Selaha segment, Zheduotang segment, and Moxi segment to the south of Kangding city (<xref ref-type="fig" rid="F1">Figure 1B</xref>). It is considered that the Xianshuihe fault was formed 2&#x2013;13&#xa0;Ma ago and the cumulative length of slip reaches &#x223c;60&#xa0;km (<xref ref-type="bibr" rid="B46">Roger et al., 1995</xref>; <xref ref-type="bibr" rid="B63">Wang et al., 1998</xref>; <xref ref-type="bibr" rid="B64">Wang et al., 2012</xref>; <xref ref-type="bibr" rid="B78">Yan and Lin, 2015</xref>). The long-term horizontal slip rate of 10&#x2013;20&#xa0;mm/yr estimated by different scholars is explicitly higher than others in southeastern margin of TP (<xref ref-type="bibr" rid="B1">Allen et al., 1991</xref>; <xref ref-type="bibr" rid="B41">Qiao et al., 2004</xref>; <xref ref-type="bibr" rid="B77">Xiong et al., 2010</xref>), so the Xianshuihe fault is regarded as a high-velocity strike-slip fault.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Location of the study area. Location of the Xianshuihe fault in TP <bold>(A)</bold>. Seven fault segments and historical earthquakes along the fault <bold>(B)</bold>. Bathymetric map of Lake Mugeco and the location of sediment cores <bold>(C)</bold>.</p>
</caption>
<graphic xlink:href="feart-10-859471-g001.tif"/>
</fig>
<p>Lake Mugeco (30&#xb0;08&#x2032;N, 101&#xb0;50&#x2032;E) is located in Yala Town of North Kangding city, Sichuan Province, near the Selaha segment of the mid-Xianshuihe fault (<xref ref-type="fig" rid="F1">Figure 1B</xref>). Formed by regional taphrogeny and dispersion, the lake is the largest fault lake on the Xianshuihe fault. There is a steep slope bounding the southeastern side of the basin that Lake Mugeco fills, and relatively flat terrain in the northwest. The NW-SE major direction of the lake basin is consistent with the extensions of the Xianshuihe fault (<xref ref-type="fig" rid="F1">Figure 1C</xref>). The batholith is dominated by medium-coarse-grained granite in the catchment. Controlled by the fault of the Selaha segment, intensive shattering spreads out and extensive fractures develop on the southwest bank of the basin (<xref ref-type="bibr" rid="B81">Zhou et al., 2001</xref>). Lake Mugeco lies in the transitional zone between the East Asian Summer Monsoon and the Indian Summer Monsoon region. Meteorological data from Kangding station (30&#xb0;1&#x2032;48&#x2033; N, 101&#xb0;34&#x2032;48&#x2033;) show that mean annual temperature is 7.2&#xb0;C and mean annual precipitation is 830&#xa0;mm with most of the annual precipitation falling from May to September. Lake Mugeco and its catchment cover an area of 1.8 and 75&#xa0;km<sup>2</sup>, respectively, (<xref ref-type="bibr" rid="B25">Hu et al., 2015</xref>; <xref ref-type="bibr" rid="B56">Sun et al., 2015</xref>; <xref ref-type="bibr" rid="B57">2016</xref>). The lake is at an elevation of 3780&#xa0;m. The maximum water depth we measured in 2020 was 34.4&#xa0;m. It is a hydrologically open lake, mainly fed by a river from the northwest. There is one outlet flowing into the Yala River on the northeast side of the lake (<xref ref-type="fig" rid="F1">Figure 1C</xref>) (<xref ref-type="bibr" rid="B57">Sun et al., 2016</xref>; <xref ref-type="bibr" rid="B36">Ni et al., 2019</xref>).</p>
</sec>
<sec sec-type="materials|methods" id="s3">
<title>Materials and Methods</title>
<sec id="s3-1">
<title>Sediment Coring</title>
<p>In July 2019, a 3.9-m-long sediment core (MGC-2) from the centre of Lake Mugeco was recovered by an Uwitec drilling platform at a depth of 30.5&#xa0;m (<xref ref-type="fig" rid="F1">Figure 1C</xref>). Then, in May 2021, four short sediment cores were obtained using a piston gravity corer at different depths varying from 23 to 30.5&#xa0;m. These short cores were respectively named of MGC21A (31 cm-long), MGC21B (27 cm-long), MGC21C (25 cm-long), and MGC21D (32 cm-long) (<xref ref-type="fig" rid="F1">Figure 1C</xref>).</p>
</sec>
<sec id="s3-2">
<title>Laboratory Analysis</title>
<p>All short sediment cores were split along the central axis with a core-cutting machine in our laboratory. Halved cores were photographed, and the lithology was described. This study focuses mainly on short-core MGC21A for dating, XRF core scanning, and analyses of grain size, total organic carbon (TOC), and total nitrogen (TN). For MGC21B, MGC21C, and MGC21D, XRF core scanning was used to get X-radiographic images and element variations.</p>
<sec id="s3-2-1">
<title>
<sup>210</sup>Pb/<sup>137</sup>Cs and <sup>14</sup>C Dating</title>
<p>The subsamples of core MGC21, sampled at intervals of 0.5&#xa0;cm, were vacuum freeze dried for 48&#xa0;h, then ground to powder as fine as ca 150&#xa0;&#x3bc;m with a mortar and pestle. The activities of <sup>137</sup>Cs, <sup>226</sup>Ra, and <sup>210</sup>Pb of the samples at different depth were measured by Ortec high purity germanium gamma spectrometer. Herein the excess <sup>210</sup>Pb activity (<sup>210</sup>Pb<sub>ex</sub>) was computed by subtracting the <sup>226</sup>Ra activity from the total activity of <sup>210</sup>Pb, as <sup>226</sup>Ra was assumed to be in equilibrium with supported <sup>210</sup>Pb (<sup>210</sup>Pb<sub>sup</sub>). The constant flux constant sedimentation rate (CFCS) model method is given to estimate sediment age within ca 150 years (<xref ref-type="bibr" rid="B3">Appleby and Oldfield, 1978</xref>; <xref ref-type="bibr" rid="B45">Robbins, 1978</xref>; <xref ref-type="bibr" rid="B12">Bruel and Sabatier, 2020</xref>). Plant remains were selected at a depth of 50&#xa0;cm from the long core MGC-2 for AMS<sup>14</sup>C dating at Beta Analytic Testing Laboratory, United States.</p>
</sec>
<sec id="s3-2-2">
<title>XRF Core Scanning</title>
<p>The surfaces of halved cores were smoothed to give a flat surface and covered with a thin Ultralene film to prevent desiccation during core scanning. The cores were scanned by the Itrax Core Scanner (Cox Analytical Instruments) equipped with an Rh X-ray tube to get optical images, X-radiographic images, and element variations. A voltage of 60&#xa0;kV, a current of 35&#xa0;mA, a step size of 20&#xa0;&#x3bc;m and an exposure time of 200&#xa0;ms were set to get X-radiographic images. A voltage of 30&#xa0;kV, a current of 55&#xa0;mA, a step size of 200&#xa0;&#x3bc;m and an exposure time of 5&#xa0;s were set to get element variations expressed as counts per second (CPS). Elements with low raw counts are excluded, as they are close to the detection limits of ITRAX and may be even measurement noise. In order to avoid the matric effect, a centered log-ratio (CLR) transformation was applied to calibrate the elements (<xref ref-type="bibr" rid="B65">Weltje et al., 2015</xref>). Principal component analysis (PCA) is a statistical approach that can transform a large number of variables (concentration of elements) into fewer independent variables (<xref ref-type="bibr" rid="B47">Sabatier et al., 2010</xref>). PCA is performed by SPSS software.</p>
</sec>
<sec id="s3-2-3">
<title>Measurement of Grain Size</title>
<p>Samples of core MGC21A were sliced at 0.5 cm intervals, and &#x223c;0.5&#xa0;g wet samples were used for the measurement of grain size. For the removal of organic matter and carbonates, samples were pretreated with 10% H<sub>2</sub>O<sub>2</sub> and with 10% HCl, and then dispersed in an ultrasonic vibrator for 15&#x2013;20&#xa0;min with 10% (NaPO<sub>3</sub>)<sub>6</sub>. Last, the grain-size distributions of the MGC21A core were measured using a Malvern Mastersizer 3,000 laser grain-size analyzer.</p>
</sec>
<sec id="s3-2-4">
<title>Measurement of TOC and TN</title>
<p>About 1&#xa0;g of samples were first treated with 10% HCl to remove carbonates, rinsed with deionized water, and dried in the drying oven prior to analysis. The dried samples were ground into 100-&#x3bc;m-fine powder. Finally, &#x223c;3&#x2013;5-mg samples were analyzed by the EURO EA 3,000 elemental analyzer to determine TOC and TN content.</p>
</sec>
</sec>
</sec>
<sec sec-type="results" id="s4">
<title>Result</title>
<sec id="s4-1">
<title>Sedimentary Characteristics</title>
<p>The deposits of the MGC21A core mainly consist of greyish-brown and light greyish-black clayey silt. Percentages of silt and clay range from 75.15 to 85.13% and 13.37&#x2013;23.15%, with an average of 82.34 and 16.09%, respectively (<xref ref-type="fig" rid="F2">Figure 2</xref>). The proportion of sand is less than 2.96% on average. It is found that the variation of clay is the opposite to that of silt. Also, the median diameter ranges from 9.33&#x2013;11.40&#xa0;&#x3bc;m with an average of 10.37&#xa0;&#x3bc;m, in accordance with the variation of silt. Besides, Rad values are associated with grain size variations, which means that overall low Rad values respond to high content of clay fraction, and vice versa (<xref ref-type="fig" rid="F2">Figure 2</xref>). There are three whitish layers presented as dark bands in the X-radiographic image at the depths of 6.5, 17, and 22&#xa0;cm in the MGC21A core (shown as E1, E3, and E4 in <xref ref-type="fig" rid="F2">Figure 2</xref>). They are also characterized by relatively high clay content and low silt content, and the median diameter and Rad values decrease correspondingly as well. At a depth of 9.5 to 8.5&#xa0;cm, there are two whitish layers characterized by dark bands in the X-radiographic image and low Rad values. Due to the closeness of these two layers, we named them E2 (<xref ref-type="fig" rid="F2">Figure 2</xref>). Given that the resolution of grainsize is low, clay and silt content do not have variations, but X-radiographic images present dark and Rad values decrease in the E0 layer.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Optical and X-radiographic images, and different proxy variations with depth in the core MGC21A. E0- flood event labeled as a light grey bar; E1, E2, E3, and E4- earthquake events labeled as light blue bars.</p>
</caption>
<graphic xlink:href="feart-10-859471-g002.tif"/>
</fig>
</sec>
<sec id="s4-2">
<title>TOC, TN, C/N Ratio, and Inc/coh</title>
<p>In the core MGC21A, the contents of TOC and TN vary from 1.88 to 7.22% and from 0.29 to 0.78%, respectively, and their variations are consistent with each other. Carbon/nitrogen atomic (C/N) ratios are generally less than 10 (<xref ref-type="fig" rid="F2">Figure 2</xref>). The incoherent/coherent scattering intensity ratios (inc/coh ratios) display a similar trend with TOC and TN as well (<xref ref-type="fig" rid="F2">Figure 2</xref>). Contents of TOC, TN, and inc/coh ratios rapidly decrease in E2&#x2013;E4 layers while they do not show obvious decreasing trend in E0 and E1 due to their thin layer or low resolution of TOC and TN (<xref ref-type="fig" rid="F2">Figure 2</xref>). E2 also shows a double wiggle on variations of inc/coh ratios.</p>
</sec>
<sec id="s4-3">
<title>Element Variations</title>
<p>Variations of elements transformed by CLR in the core MGC21A are shown in <xref ref-type="fig" rid="F3">Figure 3</xref>. PCA results show that the first two principal components together capture 65.29% of the variance (PC 1: 55.64%, PC 2: 9.65%) (<xref ref-type="fig" rid="F4">Figure 4A</xref>). PCA 1 has positive loadings for elements of K, Rb, Ca, Sr, Ti, and Si, most of which belong to detrital elements. PCA 2 has positive loadings for Fe and negative loadings for Mn (<xref ref-type="fig" rid="F4">Figure 4A</xref>), possibly reflecting the redox status of Mugeco Lake. It is discovered that the contents of K, Rb, Ca, Sr, Ti, Si, and PCA 1 values increase sharply in the base of four whitish layers and decrease upward, labeled as E0, E1, E3, and E4, especially in the E1, E3, and E4 layers (<xref ref-type="fig" rid="F3">Figure 3</xref>). E2 also shows a double wiggle on the content of detrital elements and PC 1 values (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Variations of element contents and PC1 values in the core MGC21A. E0- flood event; E1, E2, E3, and E4- earthquake events.</p>
</caption>
<graphic xlink:href="feart-10-859471-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>PCA results in the cores MGC21A <bold>(A)</bold>, MGC21B <bold>(B)</bold>, MGC21C <bold>(C)</bold>, and MGC21D <bold>(D)</bold>.</p>
</caption>
<graphic xlink:href="feart-10-859471-g004.tif"/>
</fig>
<p>Generally, there are the same sedimentary characteristics in the E1, E2, E3, and E4 layers. The sediment colors in these layers turn white, and their dark X-radiographic images suggest increasing clay content (<xref ref-type="bibr" rid="B18">Croudace et al., 2006</xref>), decreasing median diameter, a higher density, and lower Rad values than other parts (<xref ref-type="fig" rid="F2">Figure 2</xref>). As the sediment accumulation rate of the core is very low (0.91&#xa0;mm/yr) and the highest resolution we can achieve for grainsize analysis is at a 0.5&#xa0;cm interval, which spans ca. 6&#xa0;years, it is impossible for grainsize data to show the graded bed with coarser sediment at the base finning upward in E0&#x2013;E4 layers. However, the coarse sediment fractions are often rich in detrital elements (K, Rb, Ca, Sr, Ti, and Si), which can reflect the mm-scale changes in grain size (<xref ref-type="bibr" rid="B6">Av&#x15f;ar et al., 2014</xref>; <xref ref-type="bibr" rid="B21">Gastineau et al., 2021</xref>; <xref ref-type="bibr" rid="B70">Wilhelm et al., 2022</xref>). Sharp increasing of these detrital elements and PCA 1 values in the base of E1&#x2013;E4 layers and decreasing upward well indicate coarser sediment at the base finning upward, which suggests that E1&#x2013;E4 layers are characterized by turbidites. In order to avoid the one-core occasionality and to validate the universality of E0&#x2013;E4 layers, three short cores (i.e., MGC21B, MGC21C, and MGC21D) in different parts of Lake Mugeco were analyzed and compared with the core MGC21A (<xref ref-type="fig" rid="F2">Figure 2</xref>). It is found that all short cores contain five layers characterized by darker X-radiographic images, decreased Rad values, and PC 1 representing detrital element content (<xref ref-type="fig" rid="F4">Figures 4B&#x2013;D</xref>), and decreased inc/coh ratios, which can represent organic matter content (<xref ref-type="fig" rid="F5">Figure 5</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Comparison of E0-E4 event layers characterized by Rad values, inc/coh ratios, and PC1 among the different cores in Lake Mugeco.</p>
</caption>
<graphic xlink:href="feart-10-859471-g005.tif"/>
</fig>
</sec>
<sec id="s4-4">
<title>Sediment Chronology</title>
<p>A logarithmic plot of <sup>210</sup>Pb<sub>ex</sub> activity shows a general linear trend with depth (<xref ref-type="fig" rid="F6">Figure 6A</xref>). The exponential decay pattern of <sup>210</sup>Pb<sub>ex</sub> activity along the depth is employed to develop a chronology by applying the CFCS model (<xref ref-type="bibr" rid="B12">Bruel and Sabatier, 2020</xref>), indicating a low sediment accumulation rate (SAR) of 0.91&#xa0;mm/yr (<xref ref-type="fig" rid="F6">Figure 6A</xref>). The artificial isotope <sup>137</sup>Cs has been mainly released from atomic bomb tests, nuclear industrial emissions, or accidents (<xref ref-type="bibr" rid="B20">Foucher et al., 2021</xref>). After release, it can enter the atmosphere, and then be precipitated and preserved on land or water. The <sup>137</sup>Cs activity increases upward from the depth of 7&#xa0;cm in the core of MGC21A and reaches its highest values (&#x223c;160 Bq/kg) at 5&#xa0;cm (<xref ref-type="fig" rid="F6">Figure 6A</xref>), which could be related to the most intense period of nuclear testfallout. And the values gradually decrease upward from a depth of 5&#xa0;cm. Nuclear tests started in 1955 C.E. and reached their climax around 1963 C.E. (<xref ref-type="bibr" rid="B20">Foucher et al., 2021</xref>), thus the peak at 5 cm-depth is fixed at 1963 C.E. (<xref ref-type="fig" rid="F6">Figure 6A</xref>) (<xref ref-type="bibr" rid="B37">Norris et al., 1994</xref>). The <sup>137</sup>Cs age of 1963 C.E. at 5&#xa0;cm is consistent with the CFCS model result (<xref ref-type="fig" rid="F6">Figure 6A</xref>). The <sup>14</sup>C age dated on the plant remains at 50&#xa0;cm in the long core MGC-2 parallel to the short core MGC21A, which is 1230 &#xb1; 30 BP. Combined with the age model derived from <sup>210</sup>Pb/<sup>137</sup>Cs and AMS<sup>14</sup>C dating, the chronology is established by the Bacon 2.5.7 procedure in R software using the Bayesian method (<xref ref-type="bibr" rid="B82">Blaauw and Christen, 2011</xref>; <xref ref-type="bibr" rid="B44">Reimer et al., 2020</xref>) for the upper 50 cm sediment of Lake Mugeco (<xref ref-type="fig" rid="F6">Figure 6B</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Chronology model for cores MGC21A and MGC-2. <sup>210</sup>Pb/<sup>137</sup>Cs dating results of the core MGC21A <bold>(A)</bold>. Age-depth model derived from <sup>210</sup>Pb/<sup>137</sup>Cs dating of the core MGC21A and AMS<sup>14</sup>C dating of the core MGC-2 <bold>(B)</bold>. E0- flood event; E1, E2, E3, and E4- earthquake events.</p>
</caption>
<graphic xlink:href="feart-10-859471-g006.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s5">
<title>Discussion</title>
<sec id="s5-1">
<title>Seismic Events Recorded in Lake Mugeco</title>
<p>Previous studies indicate that turbidites can be produced by flood, landslide, deltaic collapse, or earthquake (<xref ref-type="bibr" rid="B11">Brocard et al., 2014</xref>; <xref ref-type="bibr" rid="B22">Ghazoui et al., 2019</xref>; <xref ref-type="bibr" rid="B60">Vandekerkhove et al., 2019</xref>; <xref ref-type="bibr" rid="B71">Wils et al., 2021</xref>). Flood-induced turbidities usually contain multitudes of allochthonous detrital materials and present a fining-upward unit and a better sorting in grain-size (<xref ref-type="bibr" rid="B60">Vandekerkhove et al., 2019</xref>; <xref ref-type="bibr" rid="B80">Zhang et al., 2015</xref>). Furthermore, floods and landslides have a short recurrence interval (<xref ref-type="bibr" rid="B4">Archer et al., 2019</xref>). It was documented that lasting heavy precipitation in June and July 1995 caused rising water levels in the Yala River and Zheduo River, which originates from Lake Mugeco and Gongga Mountain, respectively. This heavy precipitation induced a flood occurring in 1995 in Kangding city that has encountered the most serious flood since 1776 (<xref ref-type="bibr" rid="B76">Xie et al., 1997</xref>). E0 at a depth of &#x223c;2.0&#xa0;cm in the core of MGC21A is characterized by a dark X-radiographic image, a slight decrease in Rad and inc/coh ratios, and an increase in PC1 and elements of K, Rb, Ca, Sr, Ti, and Si. The E0 layer in other short cores also has the same characteristics. The <sup>137</sup>Cs/<sup>210</sup>Pb dating suggests that the E0 layer is dated to 1995&#x2013;1998 C.E. and was presumably triggered by the flood in 1995 (<xref ref-type="fig" rid="F6">Figure 6A</xref>). The proxies in the E0 layer are similar to those in the E1&#x2013;E4 layers (<xref ref-type="fig" rid="F5">Figure 5</xref>), but have much little variations, which indicate that the E1&#x2013;E4 layers are impossible to trigger by a flood event. Landslide-induced subaqueous deposits are generally rich in terrestrial organic matter (<xref ref-type="bibr" rid="B6">Av&#x15f;ar et al., 2014</xref>; <xref ref-type="bibr" rid="B14">Bussmann and Anselmetti, 2010</xref>), but with low C/N ratios in E1&#x2013;E4 layers, that organic matter is endogenous (<xref ref-type="fig" rid="F3">Figure 3</xref>). So, the E1&#x2013;E4 layers are not landslide-induced deposits in Lake Mugeco. Turbidites induced by slope failure are either similar to or coarser than the background sediment as they originate in the slope areas (<xref ref-type="bibr" rid="B33">Moernaut et al., 2014</xref>; <xref ref-type="bibr" rid="B59">Van Daele et al., 2015</xref>; <xref ref-type="bibr" rid="B69">Wilhelm et al., 2016</xref>). E1&#x2013;E4 layers with higher clay content indicate that they are unlikely to be induced by slope failure (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<p>At the bottom of turbidite layers, there is a sharp increase in detrital element content at the base and fine-grained matter in these layers (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>, <xref ref-type="fig" rid="F5">5</xref>). In terms of these observations, we suggest that E1&#x2013;E4 turbidite layers in Lake Mugeco are considered the result of earthquake-induced seiches (<xref ref-type="bibr" rid="B15">Chapron et al., 1999</xref>; <xref ref-type="bibr" rid="B42">Rapuc et al., 2018</xref>; <xref ref-type="bibr" rid="B49">Schwab et al., 2009</xref>). <xref ref-type="bibr" rid="B10">Beck (2009)</xref> and <xref ref-type="bibr" rid="B5">Aurelia et al. (2013)</xref> attributed fine-grained whitish muddy turbidites to earthquake-induced subaqueous deposits (<xref ref-type="bibr" rid="B5">Aurelia et al., 2013</xref>; <xref ref-type="bibr" rid="B10">Beck, 2009</xref>). Due to the small and narrow surface of Lake Mugeco, the seiches are prone to being triggered when an earthquake takes place (<xref ref-type="bibr" rid="B6">Av&#x15f;ar et al., 2014</xref>; <xref ref-type="bibr" rid="B9">Barberopoulou, 2006</xref>). Seiche waves erode surface materials from the lakeshore, and coarse grains are moved and then deposited in shoal water while separated and suspended fine grains are transported to the central lake. Meanwhile, the surficial soft sediments on the lakebed are remobilised and resuspended. Under the effect of gravity separation, fine grains are precipitated more slowly than coarse ones, and transformed into a whitish silt homogenites layer that is rich in detrital elements. From XRF core scanning, inc/coh ratios usually increase in agreement with concentrated organic matter (<xref ref-type="bibr" rid="B72">Woodward and Gadd, 2019</xref>), and thus <xref ref-type="bibr" rid="B73">Woodward et al. (2018)</xref> used inc/coh ratio as a proxy index of organic matter to reveal seismic events recorded in Lake Chappa&#x2019;ai in the Southern Alps, New Zealand (<xref ref-type="bibr" rid="B73">Woodward et al., 2018</xref>). However, the MGC21A core shows a decrease in the inc/coh ratios, TOC and TN contents in E1&#x2013;E4 layers, which means that during the formation of homogenites, suspending organic matter is oxidised and decomposed in the water column before precipitation (<xref ref-type="bibr" rid="B50">Schwestermann et al., 2020</xref>). Moreover, the lower C/N ratio in E1&#x2013;E4 layers could indicate a lacustrine origin through mass reworked deposits related to earthquake-trigged seiches rather than a terrestrial origin characterized by higher C/N attributed to floods (<xref ref-type="fig" rid="F2">Figure 2</xref>) (<xref ref-type="bibr" rid="B23">Howarth et al., 2012</xref>).</p>
</sec>
<sec id="s5-2">
<title>Chronology of Seismic Activities Matched With Historic Records</title>
<p>To further validate that the deposits in the E1, E2, E3, and E4 event layers of MGC21A were generated by earthquakes, their ages based on our chronology model were compared with the records of past earthquakes occurring in the study area. Four turbidite layers (E1-E3) are dated to 1944&#x2013;1956 C.E., 1919&#x2013;1932 C.E., 1673&#x2013;1837C.E., and 1507&#x2013;1739 C.E. respectively (<xref ref-type="fig" rid="F6">Figure 6A</xref>). On April 14th, 1955,a <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.5 earthquake happened in the Zheduotang segment (101.8&#xb0;E, 30&#xb0;N) to the 17&#xa0;km southeast of Lake Mugeco (<xref ref-type="fig" rid="F1">Figure 1B</xref>), its shaking intensity was measured as X at the epicentre and VII in the study area referring to the Chinese Seismic Intensity Scale (1980) (<xref ref-type="bibr" rid="B62">Wang et al., 1996</xref>; <xref ref-type="bibr" rid="B79">Yan et al., 2019</xref>). This earthquake produced a 43-km-long surface rupture to the east of the epicentre, spreading from Kangding to Wasigou, where the seismic intensity was also measured as VII. Such natural hazards as collapse, landslides, and rockfall were also triggered at Nanmenguan and Angzhou, in Luding County to the southeast (<xref ref-type="bibr" rid="B62">Wang et al., 1996</xref>). Based on the <sup>137</sup>Cs and <sup>210</sup>Pb chronology, the E1 layer may coincide with the <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.5 earthquake in 1955 (<xref ref-type="fig" rid="F6">Figure 6A</xref>). According to data from the National Earthquake Data Center, there was another <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 6.0 earthquake in southwest Ganzi County, Sichuan Province (101.8&#xb0;E, 30.1&#xb0;N) on 3rd May, 1932. The epicentre was only about 7&#xa0;km from Lake Mugeco, and the earthquake intensity exceeds VII. As there were no other earthquakes from 1919 to 1932 C.E., the E2 layer, which consists of two whitish layers, may be an amalgamated turbidite resulting from a synchronous trigger by an earthquake in 1932. There were <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.8 and <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.0 earthquakes with the earthquake intensity of &#x2168; at the epicentre in Dajianlu (nowadays known as Kangding) on 1st June 1786, and on 1st August, 1725, respectively (Writing Group of &#x201c;Compilation of Sichuan Earthquake Data&#x201d;, 1980) (<xref ref-type="fig" rid="F1">Figure 1B</xref>). Based on the chronology model (<xref ref-type="fig" rid="F6">Figure 6B</xref>), the E3 and E4 layers are possibly related to the <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.8 and <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.0 earthquakes in 1786 and 1725, respectively. Generally, within dating errors, E1&#x2013;E4 layers coincide with the <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.5 earthquake in 1955, the <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 6.0 earthquake of 1932, the <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.8 earthquake in 1786, and the <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.0 earthquake in 1725, respectively (<xref ref-type="fig" rid="F6">Figure 6</xref>).</p>
<p>The sensitivity of the lacustrine sediment to seismic activity depends on the magnitude of the earthquake and the distance between the position of the lake and the epicentre. <xref ref-type="bibr" rid="B17">Chassiot et al. (2016b)</xref> found that maar Lake Pavin was imprinted by earthquakes with a seismic intensity of &#x2164;within a 15-km radius. <xref ref-type="bibr" rid="B22">Ghazoui et al. (2019)</xref> discovered that a minimum <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 5.6 earthquake within a 15-km radius or more than a <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 6.5 earthquake within an 80-km radius could be recorded by the sediment of Lake Rara (<xref ref-type="bibr" rid="B22">Ghazoui et al., 2019</xref>). It was shown that earthquake-triggered water oscillation (seiche) occurs when the earthquake magnitude exceeds 7.0 (<xref ref-type="bibr" rid="B2">Alsop &#x26; Marco, 2012</xref>; <xref ref-type="bibr" rid="B6">Av&#x15f;ar et al., 2014</xref>). Although there are lots of earthquakes with different magnitudes around Lake Mugeco, only four earthquakes of <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 6.0&#x2013;7.5 within a 40-km radius have been well-preserved in the sediment of Lake Mugeco, and the earthquake intensity has been greater than &#x2166; in Lake Mugeco during the last 300&#xa0;years. It is clear that Lake Mugeco can only record strong earthquakes with a short epicentre distance.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s6">
<title>Conclusion</title>
<p>Lacustrine deposits are mainly composed of greyish&#x2013;brown and light greyish&#x2013;black silt in Lake Mugeco over the past 300&#xa0;years. There are four obvious turbidite layers characterized by highly-dense whitish silt, low content of organic matter, high content of clay fraction, and detrital elements (K, Rb, Ca, Sr, Ti, and Si). The formation of these four turbidite layers is related to seiche-triggered erosion of the lakeshore and sedimentation after subaqueous surficial sediment remobilization and resuspension. Chronological results reveal that the ages of the turbidite layers are compatible with four seismic events along the Selaha segment of the Xianshuihe fault zone, i.e., <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.5 earthquake in 1955, <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 6.0 earthquake in 1932, <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.8 earthquake in 1786, and <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 7.0 earthquake in 1725. Although historical records show that there are frequent earthquakes over <italic>M</italic>
<sub>
<italic>s</italic>
</sub> 6.0 along the Xianshuihe fault, only earthquakes with seismic intensities from VII to VIII within a 40-km radius can be recorded by lacustrine sediments in Lake Mugeco. Our study can provide scientific evidence for a long-term paleoseismic reconstruction along the Xianshuihe fault based on lacustrine sediments of Lake Mugeco.</p>
</sec>
</body>
<back>
<sec id="s7">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors without undue reservation.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>LL and XL designed this study; RQ and XM analyzed the data; LL and JY wrote the manuscript; and LL, XL, and XM polished the paper. All authors approved the final version of the manuscript.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This work was financially supported by a corporative project of the National Natural Science Foundation of China (NSFC) and the German Research Foundation (DFG) (Grant No. 41861134030).</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>
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