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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">682875</article-id>
<article-id pub-id-type="doi">10.3389/feart.2021.682875</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>Provenance and&#x20;Climatic Implications of the Middle-Pleistocene Loess Deposit, Southern China</article-title>
<alt-title alt-title-type="left-running-head">Fan et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Provenance of the Loess Deposit</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Fan</surname>
<given-names>Qingbin</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/1267205/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liao</surname>
<given-names>Jie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Yan</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ye</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Tao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Feng</surname>
<given-names>Xiao</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-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Key Laboratory of Desert and Desertification, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, <addr-line>Lanzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>University of Chinese Academy of Sciences, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>College of Forestry, Nanjing Forestry University, <addr-line>Nanjing</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<label>
<sup>4</sup>
</label>College of Geography and Environmental Sciences, Zhejiang Normal University, <addr-line>Jinhua</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/1067248/overview">Xiangjun Liu</ext-link>, Northwest 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/1276104/overview">Ruijie Lu</ext-link>, Beijing Normal University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1310704/overview">Zhiyong Ling</ext-link>, Chinese Academy of Sciences, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jie Liao, <email>liaojie@lzb.ac.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>31</day>
<month>05</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>682875</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>03</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>05</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Fan, Liao, Li, Ye, Wang and Feng.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Fan, Liao, Li, Ye, Wang and Feng</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The middle-Pleistocene Xiashu loess deposit in the lower reaches of the Yangtze River (LRYR), southern China, may yield evidence with significant climatic and environmental significance. However, its provenance remains controversial. In this study, grain size analysis, and quartz grain surface microtextural and morphological observations, enabled comparison of the provenance of loess in the LRYR with those on the Loess Plateau in northern China. The results show that the grain size characteristics of the Xiashu loess do not follow the coarse-fine NW-SE trend in northern China, and the surface microtextures of the quartz grains in the Xiashu loess are distinctly different from those on the Loess Plateau in northern China, indicating that the loess deposits in the two regions have different provenances. The Gobi Desert in inland northwestern China are not considered as the primary provenance of the Xiashu loess. Instead, the adjacent floodplains in the LRYR, the alluvial plains of the Huai River and the Yellow River to the north during glacial periods are suggested as the dominant source materials for the Xiashu loess. Under the background of middle-Pleistocene climate transition (MPT), regional aridity and a strengthened east Asian winter monsoon (driven by global cooling and the rapid uplift of the Tibetan Plateau) were considered as the primary drivers for the development of the Xiashu loess. The sustained eolian loess accumulation represent a regional response of the northern subtropical area of southern China to the MPT global cooling event at around 0.9&#xa0;Ma.</p>
</abstract>
<kwd-group>
<kwd>Xiashu loess</kwd>
<kwd>eolian</kwd>
<kwd>provenance</kwd>
<kwd>east Asian winter monsoon</kwd>
<kwd>global cooling</kwd>
</kwd-group>
<contract-num rid="cn001">2016YFC0500909</contract-num>
<contract-sponsor id="cn001">National Key Research and Development Program of China<named-content content-type="fundref-id">10.13039/501100012166</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Global climate changes and their regional responses are receiving considerable research attention, with Quaternary climate evolution providing an important focus (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>; <xref ref-type="bibr" rid="B46">Pye, 1987</xref>; <xref ref-type="bibr" rid="B31">Li et al., 2001a</xref>; <xref ref-type="bibr" rid="B33">Li et&#x20;al., 2018a</xref>; <xref ref-type="bibr" rid="B8">Purtill et al., 2019</xref>; <xref ref-type="bibr" rid="B78">Westerhold et al., 2020</xref>). China is a typical monsoon-influenced country, the summer monsoon brings abundant water vapor to the continent, and the winter monsoon entrains and transports large volumes of dust, carrying it to the middle, east and south of China (<xref ref-type="bibr" rid="B13">Ding et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B31">Li et al., 2021a</xref>; <xref ref-type="bibr" rid="B33">Li et al., 2021b</xref>). The eolian dust deposited on the continent thus provides a basis for the reconstruction of environment in China. Such as the thick eolian loess deposit on the Chinese Loess Plateau (CLP) in northern China, which is regarded as a valuable sedimentary archive for Quaternary climate and environment changes. Systematic studies have revealed its sedimentation chronology, provenance, the process causing aridification in northern China and the evolution of the east Asian monsoon climate (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>; <xref ref-type="bibr" rid="B1">An et&#x20;al., 1990</xref>; <xref ref-type="bibr" rid="B18">Guo, 2010</xref>; <xref ref-type="bibr" rid="B13">Ding et&#x20;al., 2019</xref>). However, Quaternary loess deposits in China are not only distributed on the CLP, but also distributed in the northwest and northeast China, as well as the areas of Nanjing, Zhenjiang and Yangzhou in the lower reaches of the Yangtze River (LRYR) (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). In 1932, Siguang Li and Sen Zhu named the loess in the LRYR as Xiashu Loess according to the loess strata in Xiashu Town, Jiangsu Province (<xref ref-type="bibr" rid="B22">Hao et&#x20;al., 2010</xref>). The Xiashu loess is located at the boundary of northern and southern China, in the north subtropics and at the southeast edge of the loess distribution area in China, a region that is sensitive to climate changes. The occurrence of dust deposition usually indicates an important climatic or environmental change in the source and/or deposition regions (<xref ref-type="bibr" rid="B47">Pye, 1995</xref>). Therefore, The development of the eolian Xiashu loess deposit in the LRYR of southern China may yield evidence with significant environmental implications.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Loess distribution in China (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>; <xref ref-type="bibr" rid="B33">Li et&#x20;al., 2018b</xref>) and sampling locations.</p>
</caption>
<graphic xlink:href="feart-09-682875-g001.tif"/>
</fig>
<p>Previous studies have focused on grain-size characteristics (<xref ref-type="bibr" rid="B36">Li et&#x20;al., 1997</xref>, <xref ref-type="bibr" rid="B37">Li et&#x20;al., 2001b</xref>; <xref ref-type="bibr" rid="B48">Qiao et&#x20;al., 2003</xref>), environmental magnetism (<xref ref-type="bibr" rid="B74">Zhang et&#x20;al., 2007</xref>, <xref ref-type="bibr" rid="B75">Zhang et&#x20;al., 2009</xref>), clay mineral assemblage (<xref ref-type="bibr" rid="B51">Shi et&#x20;al., 2005</xref>), sedimentary chronology (<xref ref-type="bibr" rid="B48">Qiao et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B75">Zhang et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B22">Hao et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B38">Li et&#x20;al., 2018b</xref>) and chemical weathering (<xref ref-type="bibr" rid="B72">Yang et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B3">Chen et&#x20;al., 2008</xref>) in order to study the sedimentary chronology, provenance and environmental significance of the Xiashu loess. In terms of its chronology, due to the limitations in the employed dating methods, dated materials and stratigraphic profiles, this issue has been debated for decades. Firstly some researchers suggested that the Xiashu loess was deposited in the late Pleistocene (<xref ref-type="bibr" rid="B30">Li et&#x20;al., 1978</xref>; <xref ref-type="bibr" rid="B65">Wu, 1985</xref>; <xref ref-type="bibr" rid="B77">Zheng, 1999</xref>), whereas others suggested that the loess deposit began in the mid Pleistocene (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>; <xref ref-type="bibr" rid="B27">Lai et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B67">Wu et&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B75">Zhang et&#x20;al., 2009</xref>). In recent years, new advances in magnetostratigraphy and optically stimulated luminescence (OSL) dating have constrained the age of the lower boundary of the Xiashu loess to approximately 0.9&#xa0;Ma, representing the oldest age reported to date and is widely accepted (<xref ref-type="bibr" rid="B48">Qiao et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B22">Hao et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B33">Li et&#x20;al., 2018b</xref>).</p>
<p>With regard to its origin, there are mainly two viewpoints: although eolian origin is becoming increasingly accepted, the material source area of the Xiashu loess remains controversial. A &#x201c;distant-source&#x201d; theory believes that the Xiashu loess originated from the Gobi Desert in inland northwestern China, analogous to the loess deposit on the CLP; on the contrary, the &#x201c;near-source&#x201d; theory suggests that the loess materials were derived from the adjacent floodplains to the north of the Yangtze River and the Huai River system during glacial periods (<xref ref-type="bibr" rid="B22">Hao et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B71">Yang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B33">Li et&#x20;al., 2018b</xref>; <xref ref-type="bibr" rid="B24">Jiang et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B66">Wu et&#x20;al., 2020</xref>). Different views on the origin of the Xiashu loess lead to contrasting environmental interpretations. The former interpretation implies that the development of the Xiashu loess was a consequence of increasing aridification in the northwest inland of China, coupled with the intensified east Asian winter monsoon linked to global cooling, uplift of the Tibetan Plateau and the consequent enhancement of the Siberian high pressure (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>). The latter view considers the occurrence of the Xiashu loess to be an indicator of aridification in nearby north subtropical regions during glacial periods (<xref ref-type="bibr" rid="B22">Hao et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B38">Li et&#x20;al., 2018b</xref>; <xref ref-type="bibr" rid="B24">Jiang et&#x20;al., 2020</xref>). Therefore, identification the provenance of the Xiashu loess could provide new insights into the environmental implications of this valuable sedimentary archive and the driving factors of climate changes in the north subtropics area of southern China.</p>
<p>Aiming at the most controversial problem in study of the Xiashu loess, this paper reports field investigations of the Xingang (XG) profile, a typical Xiashu loess profile in Nanjing on south bank of the Yangtze River. After systematic sampling, the grain-size characteristics and quartz grain surface microtextures were analyzed, interpreted and compared with those on the CLP in northern China in order to find valid evidence for identifying its provenance. Our results may provide further data to support paleoenvironmental reconstruction for the LRYR in southern China.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>The Study Area and Sampling</title>
<p>The Xiashu loess deposit is widespread in the lower reaches of the Yangtze River (LRYR). This area is now situated in a warm-humid north subtropics monsoon climatic zone, with a mean annual precipitation of 1,000&#x2013;1,200&#xa0;mm, and a mean annual temperature of 15&#x2013;17&#xb0;C (<xref ref-type="bibr" rid="B71">Yang et&#x20;al., 2017</xref>). In most cases, the Xiashu loess covers on the terraces along the Yangtze River and its tributaries.</p>
<p>The Xiashu loess deposit accounts for 35&#x2013;50% in the LRYR (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>), especially prevalent on the hills, highlands, terraces, and other geomorphic units along the Yangtze River and its tributaries. In addition, loess also occurs on the Yangtze River Delta, the continental shelf and islands of the East China Sea. The elevation of the Xiashu loess exposures varies significantly, from over 60&#xa0;m above sea level to 20&#xa0;m below sea level. The thickness of the Xiashu loess reaches a maximum of over 50&#xa0;m in Qingshan, Dagang and Zhenjiang. In Nanjing, the Xiashu loess deposit is distributed as platforms on the river terraces of the Yangtze River, with surface elevations of 30&#x2013;40&#xa0;m and thicknesses of approximately 20&#xa0;m. The outcropping landforms of the Xiashu loess are mostly characterized by highlands and river terraces, and the underlying strata are mainly composed of gravel layers or Cretaceous sandstones. The loess strata are generally horizontal, slightly inclined, inconsistent with the bedrock inclination.</p>
<p>The Xingang (XG) profile (32&#xb0; 08&#x2032; 45.5&#x2033;N, 118&#xb0; 50&#x2032; 51.6&#x2033;E) (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>) is located in the Xingang Development Zone on south bank of the Yangtze River, approximately 20&#xa0;km northeast of Nanjing City, Jiangsu Province. The XG profile is a typical Xiashu loess profile exposed by engineering excavation. The profile is about 15.7&#xa0;m in thickness, with interbedded loess and paleosol (<xref ref-type="table" rid="T1">Table&#x20;1</xref>), and has three steps dividing the profile into three distinct sections: from bottom to top, these are XG-1, XG-2 and XG-3, respectively. The complete profile has four paleosol layers and three loess layers (<xref ref-type="table" rid="T1">Table&#x20;1</xref>). A weathering crust and Cretaceous sandstone are visible in the lower part. A total of 81 samples were collected from bottom to top at equal intervals of 20&#xa0;cm for grain-size analysis and quartz grain surface microtextural and morphological observations.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Stratigraphic description of the Xiashu loess profile in XG, Nanjing.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="5" align="left">Layer Depth(m) color of the loess description</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="center">0&#x2013;3.6</td>
<td align="center">Paleosol</td>
<td align="center">Reddish-brown</td>
<td align="center">Granular structure, loose, contains many plant roots</td>
</tr>
<tr>
<td align="left">2</td>
<td align="center">3.6&#x2013;4.0</td>
<td align="center">Loess</td>
<td align="center">Pale brown</td>
<td align="center">Contains black iron-manganese films, and is more strongly weathered than other loess layers</td>
</tr>
<tr>
<td align="left">3</td>
<td align="center">4.0&#x2013;5.8</td>
<td align="center">Paleosol</td>
<td align="center">Reddish-brown</td>
<td align="center">Granular structure, the upper texture is sticky and the lower texture is loose</td>
</tr>
<tr>
<td align="left">4</td>
<td align="center">5.8&#x2013;9.0</td>
<td align="center">Loess</td>
<td align="center">Pale yellow</td>
<td align="center">The texture is uniform, loose and porous, with vertical joints. Brown films are visible in the lower part</td>
</tr>
<tr>
<td align="left">5</td>
<td align="center">9.0&#x2013;11</td>
<td align="center">Loess</td>
<td align="center">Brownish yellow</td>
<td align="center">The texture is uniform, porous, and denser than the upper layer, with many iron manganese nodules in the lower part</td>
</tr>
<tr>
<td align="left">6</td>
<td align="center">11&#x2013;13</td>
<td align="center">Paleosol</td>
<td align="center">Reddish-brown</td>
<td align="center">Prismatic structure with dense texture, contains many black films</td>
</tr>
<tr>
<td align="left">7</td>
<td align="center">13&#x2013;13.45</td>
<td align="center">Paleosol</td>
<td align="center">Reddish-brown</td>
<td align="center">Prismatic structure with compact texture and plant roots</td>
</tr>
<tr>
<td align="left">8</td>
<td align="center">13.45&#x2013;14.20</td>
<td align="center">Loess</td>
<td align="center">Brownish yellow</td>
<td align="center">Large prismatic block structure, porous, with few films</td>
</tr>
<tr>
<td align="left">9</td>
<td align="center">14.20&#x2013;15.30</td>
<td align="center">Paleosol</td>
<td align="center">Summer tan</td>
<td align="center">Granular and compact in texture, with many films in the lower part, and large iron-manganese nodules</td>
</tr>
<tr>
<td align="left">10</td>
<td align="center">15.3-bottom not observed</td>
<td align="center">Semi-weathered sandstone</td>
<td align="center">Summer tan</td>
<td align="center">Weathered bedrock materials, with iron-manganese nodules, gradually transiting downward to the bedrock</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-2">
<title>Methods</title>
<sec id="s2-2-1">
<title>Grain Size</title>
<p>Grain size characteristics are mainly controlled by transportation mode and sedimentary environment. Therefore, grain size analysis is often used to identify provenance and the sedimentary environment (<xref ref-type="bibr" rid="B58">Vandenberghe, 2013</xref>; <xref ref-type="bibr" rid="B59">Vandenberghe et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B73">Yang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B60">Van Buuren et&#x20;al., 2020</xref>). For the convenience of comparison with previous studies, the classification scheme used in this study is: sand (&#xff1e;50&#xa0;&#x3bc;m), silt (50&#x2013;5&#xa0;&#x3bc;m), coarse silt (50&#x2013;10&#xa0;&#x3bc;m), fine silt (10&#x2013;5&#xa0;&#x3bc;m), clay (&#xff1c;5&#xa0;&#x3bc;m) (<xref ref-type="bibr" rid="B28">Lei, 1998</xref>; <xref ref-type="bibr" rid="B37">Li et&#x20;al., 2001b</xref>). The commonly used grain size parameter indexes include average grain size (Mz), standard deviation (Sd), skewness (Sk) and kurtosis (Kg). The mathematical calculation formula of particle size parameters are as follows (<xref ref-type="bibr" rid="B17">Folk and Ward, 1957</xref>; <xref ref-type="bibr" rid="B70">Yang et&#x20;al., 2014</xref>):<disp-formula id="equ1">
<mml:math id="m1">
<mml:mrow>
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</mml:mrow>
</mml:mstyle>
</mml:mrow>
<mml:mrow>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="equ2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>d</mml:mi>
<mml:mo>&#x3d;</mml:mo>
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<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
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</mml:msubsup>
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<p>The grain size analysis experiment was carried out in the geographic process laboratory, Zhejiang Normal University, using a Mastersizer 2000 laser grain size analyzer (Malvern, United&#x20;Kingdom) with a measurement range of 0.01&#x2013;2000&#xa0;&#xb5;m and an error of &#x3c;2%. Samples for grain size analysis were pre-treated as follows. Samples were first boiled with 10% H<sub>2</sub>O<sub>2</sub> and 10% HCl to remove the organic matter and carbonate, respectively. Next, 0.5&#xa0;mol/L (NaPO<sub>3</sub>)<sub>6</sub> was added as a dispersant, then the pretreated samples were ultrasonicated for 15&#xa0;min before being analyzed.</p>
</sec>
<sec id="s2-2-2">
<title>Fisher Linear Discriminant Analysis</title>
<p>Fisher linear discriminant analysis (FLDA) is a common classification method for multivariate statistical analysis, and is widely used to identify various sedimentary environment. In this paper, we use FLDA to identify sedimentary environment based on statistical analysis of fluvial deposit (FD) and eolian deposit (ED) grain size parameters. The function we create is as follows. y &#x3d; &#x2212;1.138&#x2a;Mz &#x2b; 1.58&#x2a;Sd &#x2212;0.781&#x2a;Sk &#x2b; 0.805&#x2a;Kg, the threshold level is &#x2212;4.5744 (if y &#x3e; &#x2212;4.5744, they belong to ED; if y &#x3c; &#x2212;4.5744, they belong to&#x20;FD).</p>
<p>In this study, we select a typical eolian loess profiles Zeketai (ZKT) profile in Xinjiang province, which is considered as a provenance for the loess on the CLP (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>; <xref ref-type="bibr" rid="B70">Yang et&#x20;al., 2014</xref>), and also selected Luochuan (LC) loess profile located on the central CLP, as well as Nantong (NT) profile (floodplain deposit) in the LRYR, which is considered to have played an important role in the accumulation of the Xiashu loess. To test the linear discriminant function created above, 215 typical eolian loess samples from ZKT profile and 33 typical floodplain deposit samples from NT profile were inputted into statistical software (SPSS) as ED and FD training sets respectively. All the significance probability values of the variable group mean are less than 0.001 (<xref ref-type="table" rid="T2">Table&#x20;2</xref>). Therefore, the four variables included in this discriminant analysis are all effective.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Equality test of group&#x20;means.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Parameters</th>
<th align="center">Wilks&#x2019; lambda</th>
<th align="center">F</th>
<th align="center">Significance probability</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Mz</td>
<td align="char" char=".">0.262</td>
<td align="char" char=".">286.586</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">Sd</td>
<td align="char" char=".">0.02</td>
<td align="char" char=".">5,079.284</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">Sk</td>
<td align="char" char=".">0.042</td>
<td align="char" char=".">2,334.562</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">Kg</td>
<td align="char" char=".">0.203</td>
<td align="char" char=".">401.401</td>
<td align="char" char=".">0</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The Box&#x2019;s M test assesses the assumption of homogeneity of covariance matrices. This test is very sensitive to meet the assumption of multivariate normality. The statistical value of Box&#x2019;s M is 738.71 (<xref ref-type="table" rid="T3">Table&#x20;3</xref>), far greater than 0.05. Therefore, each of the covariance matrices can be considered equal. The significance probability of the F-test is 0.000, less than 0.05, indicating that the error judgment rate is minimal.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Box&#x2019;s M test results of equality covariance matrixes.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Boxe&#x2019;s M</th>
<th colspan="2" align="center">F</th>
</tr>
<tr>
<th align="center">Approx</th>
<th align="center">Sig</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">738.71</td>
<td align="char" char=".">70.049</td>
<td align="char" char=".">0</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In order to verify the reliability of this model, sediment grain size parameters (Mz, Sd, Sk, and Kg) of eolian loess samples from ZKT profile, floodplain deposit samples from NT profile, and 57 eolian loess samples from LC profile were computed using the function. As shown in <xref ref-type="table" rid="T3">Table&#x20;3</xref>, all the eolian loess samples from ZKT profile and LC profile were identified as ED, resulting in an accuracy of 100% (<xref ref-type="table" rid="T4">Table&#x20;4</xref>). All the floodplain deposit samples from NT profile were identified as FD. Hence, the discriminant model is reliable.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>The verification of the discriminant function.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Profile codes</th>
<th rowspan="2" align="center">No. of samples</th>
<th rowspan="2" align="center">Actual category</th>
<th colspan="2" align="center">Discriminant results</th>
<th rowspan="2" align="center">Accuracy (%)</th>
</tr>
<tr>
<th align="center">ED</th>
<th align="center">FD</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">ZKT</td>
<td align="char" char=".">215</td>
<td align="center">ED</td>
<td align="char" char=".">215</td>
<td align="char" char=".">0</td>
<td align="char" char=".">100</td>
</tr>
<tr>
<td align="left">NT</td>
<td align="char" char=".">33</td>
<td align="center">FD</td>
<td align="char" char=".">0</td>
<td align="char" char=".">33</td>
<td align="char" char=".">100</td>
</tr>
<tr>
<td align="left">LC</td>
<td align="char" char=".">57</td>
<td align="center">ED</td>
<td align="char" char=".">57</td>
<td align="char" char=".">0</td>
<td align="char" char=".">100</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-2-3">
<title>End-Member Modeling Analysis</title>
<p>End-member analysis is one of the most effective methods to study the transportation dynamics and sedimentary environment (<xref ref-type="bibr" rid="B58">Vandenberghe, 2013</xref>; <xref ref-type="bibr" rid="B14">Ding et&#x20;al. 2021</xref>), the grain size of the Xiashu loess was primarily controlled by source materials as well as transport dynamics and post-depositional weathering and pedogenesis (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>). In this study, either we selected three or four endmembers, <italic>R</italic>
<sup>2</sup> &#x3e; 99%, when we selected three endmembers, the correlation between endmembers &#x3e;0.4, while when we selected four endmembers, the correlation &#x3c;0.2. Therefore, it is reasonable to select four endmembers in this study (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>End-member analysis results of XG profile.</p>
</caption>
<graphic xlink:href="feart-09-682875-g002.tif"/>
</fig>
</sec>
<sec id="s2-2-4">
<title>Quartz Grain Microtextures</title>
<p>Quartz minerals have high hardness, stable chemical properties and strong weathering resistance, leading to a variety of microtextures that can be well preserved on the surface of quartz grains. These microtextures are considered to reflect sedimentary history of the quartz grains, and can indicate the parent rock, transportation process, and depositional environment. Many researchers have therefore stated that quartz grain surface microtextures can be used to identify different sedimentary environments (<xref ref-type="bibr" rid="B32">Liu 1985</xref>; <xref ref-type="bibr" rid="B47">Pye K 1995</xref>; <xref ref-type="bibr" rid="B23">Helland et&#x20;al. 1997</xref>; <xref ref-type="bibr" rid="B43">Mahaney &#x26;Kalm, 2000</xref>; <xref ref-type="bibr" rid="B42">Mahaney 2002</xref>; <xref ref-type="bibr" rid="B21">Guo et&#x20;al. 2002</xref>; <xref ref-type="bibr" rid="B48">Qiao et&#x20;al. 2003</xref>; <xref ref-type="bibr" rid="B7">Costa et&#x20;al. 2012</xref>, <xref ref-type="bibr" rid="B8">Costa et&#x20;al. 2013</xref>; <xref ref-type="bibr" rid="B45">Mahaney et&#x20;al. 2014</xref>; <xref ref-type="bibr" rid="B52">Smith et&#x20;al. 2018</xref>; <xref ref-type="bibr" rid="B5">Chen et&#x20;al. 2019</xref>). On one hand, dish-shaped depressions, crescentic marks, upturned plates, meandering ridges and pockmarked surfaces are regarded as typical features of eolian quartz grains (<xref ref-type="bibr" rid="B62">Wang and Deonarine, 1985</xref>; <xref ref-type="bibr" rid="B42">Mahaney, 2002</xref>; <xref ref-type="bibr" rid="B25">Krinsley and Doornkamp, 2011</xref>; <xref ref-type="bibr" rid="B7">Costa et&#x20;al., 2012</xref>, <xref ref-type="bibr" rid="B8">Costa et&#x20;al., 2013</xref>). For example, dish-shaped depressions often occur in high-energy eolian environments where grains collide with each other. Pockmarks are typical characteristics of markings for eolian quartz grains, crowded pits result from collision with other grains during wind transportation, forming pockmarked surfaces. Upturned plates, which commonly occurred on edges of the grains that had good roundness, resulted from abrasion between grains in eolian environments. Meandering ridges are associated with eolian environments too (<xref ref-type="bibr" rid="B62">Wang and Deonarine, 1985</xref>; <xref ref-type="bibr" rid="B42">Mahaney, 2002</xref>). On the other hand, conchoidal fractures, V-shaped cracks, polished surfaces, triangular cracks, parallel striations, and grooves (straight and curved) are considered to be typical features for quartz grains from subaqueous environments (<xref ref-type="bibr" rid="B62">Wang and Deonarine, 1985</xref>; <xref ref-type="bibr" rid="B44">Mahaney et&#x20;al., 2001</xref>; <xref ref-type="bibr" rid="B42">Mahaney, 2002</xref>; <xref ref-type="bibr" rid="B55">Sweet and soreghanm, 2010</xref>; <xref ref-type="bibr" rid="B61">Vos et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B52">Smith et&#x20;al., 2018</xref>). V-shaped cracks are considered to be developed by &#x201c;grain-to-grain collisions&#x201d; in subaqueous environments, where grains are triangular in shape and are non-oriented. Parallel striations result from &#x201c;grain-to-grain scratches&#x201d; in fluvial environments (<xref ref-type="bibr" rid="B62">Wang and Deonarine, 1985</xref>; <xref ref-type="bibr" rid="B42">Mahaney, 2002</xref>; <xref ref-type="bibr" rid="B61">Vos et&#x20;al., 2014</xref>). <xref ref-type="bibr" rid="B42">Mahaney (2002)</xref> concluded that V-shaped cracks are the most common feature associated with fluvial environment.</p>
<p>In this study, quartz grain microtextures were observed under an S-4800 high-resolution field emission scanning electron microscope (SEM) produced by Hitachi (Japan) at the Institute of Physical Chemistry, Zhejiang Normal University. The extraction method for quartz grain before SEM observation was as follows:<list list-type="simple">
<list-item>
<p>(1) To remove free iron, the dried sample was placed in centrifuge tube with sodium dithionite, sodium citrate (0.3&#xa0;mol/L) and sodium bicarbonate solution (1&#xa0;mol/L) and heated in a water bath. The solution was then separated by centrifuge until&#x20;clear.</p>
</list-item>
<list-item>
<p>(2) The quartz minerals were separated and purified by the potassium pyrosulfate melting-fluorosilicic acid immersion method. After removing the free iron, the samples were mixed with potassium pyrosulfate powder and heated in a muffle furnace for 1&#xa0;h (initial temperature 350&#xb0;C, then 650&#xb0;C from 20&#xa0;min to the end). The heated samples were transferred to a beaker, and HCL solution (l:3) was added to the heating plate to dissolve the frit. After separation by centrifuge, the samples were dried in the oven. The samples were then soaked in fluorosilicic acid for 3&#xa0;days. The solution was centrifuged and the clear liquid was removed three days later. The residue was dried, and the quartz grains with highest purity were extracted.</p>
</list-item>
</list>
</p>
<p>According to <xref ref-type="bibr" rid="B57">Tsoar and Pye (1987)</xref>, dust particles &#x3c;20&#xa0;&#xb5;m can be transported over wide altitudinal ranges and long distances by long-term suspension. Therefore, we observed grains that were large than 20&#xa0;&#xb5;m and finer than 20&#xa0;&#xb5;m under the Scanning Electron Microscope (SEM), and 20 quartz grains (including 10 grains &#x3e;20&#xa0;&#x3bc;m and 10 grains &#x3c;20&#xa0;&#xb5;m) in each sample were selected in XG profile, and a total of 1,620 quartz grains were observed and counted.</p>
</sec>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Grain Size Characteristics of XG Profile</title>
<p>The grain-size analysis results show that the Xiashu loess in XG, Nanjing mainly consists of fine components &#x3c;50&#xa0;&#x3bc;m. No particles &#x3e;250&#xa0;&#x3bc;m were found in any samples. The content of sand grains (&#x3e;50&#xa0;&#x3bc;m) is low (range 5.5&#x2013;8%, average 6.84%) (<xref ref-type="table" rid="T5">Table&#x20;5</xref>). The silt (50&#x2013;5&#xa0;&#x3bc;m) content varies from 62.41 to 75.02% (mean 68.82%). The average content of coarse silt (50&#x2013;10&#xa0;&#x3bc;m) is 53.57%; this is the dominant grain size both in XG profile and for the loess on the CLP, and is regarded as a characteristic grain size in eolian loess deposit (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>; <xref ref-type="bibr" rid="B21">Guo et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B48">Qiao et&#x20;al., 2003</xref>). The average fine silt (10&#x2013;5&#xa0;&#x3bc;m) content is 15.25%. Finally, clay (&#xff1c;5&#xa0;&#x3bc;m) is the sub-dominant grain size (average 24.34%), second only to the coarse silt in XG profile (<xref ref-type="table" rid="T5">Table&#x20;5</xref>).</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Grain size composition and Grain size parameters of XG profile.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Profile</th>
<th align="left"/>
<th colspan="11" align="center">Grain size composition/% grain size parameters</th>
</tr>
<tr>
<th align="left"/>
<th align="center">&#x3c;5</th>
<th align="center">5&#x2013;10</th>
<th align="center">10&#x2013;50</th>
<th align="center">&#x3e;10</th>
<th align="center">&#x3e;20</th>
<th align="center">&#x3e;50</th>
<th align="center">&#x3e;250</th>
<th align="center">Mz</th>
<th align="center">Sd</th>
<th align="center">Sk</th>
<th align="center">kg</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left"/>
<td align="center">Min</td>
<td align="char" char=".">21.45</td>
<td align="char" char=".">12.85</td>
<td align="char" char=".">44.65</td>
<td align="char" char=".">52.75</td>
<td align="char" char=".">34.54</td>
<td align="char" char=".">5.5</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">6.23</td>
<td align="char" char=".">1.52</td>
<td align="char" char=".">0.54</td>
<td align="char" char=".">2.53</td>
</tr>
<tr>
<td align="left">XG</td>
<td align="center">Max</td>
<td align="char" char=".">27.24</td>
<td align="char" char=".">17.46</td>
<td align="char" char=".">57.84</td>
<td align="char" char=".">65.59</td>
<td align="char" char=".">46.69</td>
<td align="char" char=".">8.00</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">6.68</td>
<td align="char" char=".">1.79</td>
<td align="char" char=".">0.84</td>
<td align="char" char=".">3.13</td>
</tr>
<tr>
<td align="left"/>
<td align="center">Mean value</td>
<td align="char" char=".">24.34</td>
<td align="char" char=".">15.25</td>
<td align="char" char=".">53.57</td>
<td align="char" char=".">60.51</td>
<td align="char" char=".">38.92</td>
<td align="char" char=".">6.84</td>
<td align="char" char=".">0.00</td>
<td align="char" char=".">6.47</td>
<td align="char" char=".">1.65</td>
<td align="char" char=".">0.67</td>
<td align="char" char=".">2.80</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The average grain size (Mz) of samples from XG profile varied from 6.23&#x3c6; to 6.68&#x3c6; (mean 6.47&#x3c6;) (<xref ref-type="table" rid="T5">Table&#x20;5</xref>). The sorting coefficient (Sd) ranges from 1.52 to 1.79, with a mean value of 1.65, indicating a poor sorting; skewness (Sk) varies from 0.54 to 0.84 (mean 0.67), indicating positive skewness; kurtosis (Kg) ranges from 2.53 to 3.13 (mean 2.80), showing that most samples are sharply peaked.</p>
<p>The grain-size frequency curve (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>) of XG profile is characterized by a major peak and other three small peaks. The major peak is located near 5.5&#x3c6;, with other three small peaks near 2&#x3c6;, 8&#x3c6;, and 10.5&#x3c6; respectively. The small peak near 2&#x3c6; indicates that the XG profile contains a certain amount of coarse-grained materials, namely sand content. The two small peaks near 8&#x3c6; and 10.5&#x3c6; suggest that the Xiashu loess contains more fine-grained materials in the two places. On the whole, the frequency curve is characterized by a striking high content of sand, fine silt and clay component, which is unusual for pure windblown loess, the small peak near 8&#x3c6; probably indicate a small amount of far - distant component, and the small peak near 10.5&#x3c6; may indicate the existence of a large amount of clay component in XG profile. The frequency curve of XG profile suggests that the Xiashu loess is probably a admixture composed of near - source materials and long - transport materials. On one hand, it is likely that the Xiashu loess is primarily a near - source deposit, so the sand, silt and clay were mixed together during transportation, resulting in more sand materials in XG profile, and these materials have undergone a strong weathering and pedogenesis process in the warm-humid north subtropical monsoon climate after deposition, causing a obviously high content of clay component. On the other hand, the join up of a small amount of far - distant fine materials caused a small peak near 8&#x3c6; and a poor sorting in XG profile.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The grain-size frequency curve of XG profile.</p>
</caption>
<graphic xlink:href="feart-09-682875-g003.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Origin Identification by FLDA for XG Xiashu Loess</title>
<p>81 samples from XG profile were computed using the function, as shown in <xref ref-type="table" rid="T6">Table&#x20;6</xref>, all the samples from XG profile and ZKT profile are identified as ED, and all the floodplain deposit samples from NT profile are identified as FD. Therefore, the Xiashu loess in XG profile is considered as a eolian deposit.</p>
<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>The verification of the discriminant function.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Profile codes</th>
<th rowspan="2" align="center">No. of samples</th>
<th rowspan="2" align="center">Actual category</th>
<th colspan="2" align="center">Discriminant results</th>
</tr>
<tr>
<th align="center">ED</th>
<th align="center">FD</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">ZKT</td>
<td align="char" char=".">215</td>
<td align="center">ED</td>
<td align="char" char=".">215</td>
<td align="char" char=".">0</td>
</tr>
<tr>
<td align="left">NT</td>
<td align="char" char=".">33</td>
<td align="center">FD</td>
<td align="char" char=".">0</td>
<td align="char" char=".">33</td>
</tr>
<tr>
<td align="left">XG</td>
<td align="char" char=".">81</td>
<td align="center">ED</td>
<td align="char" char=".">81</td>
<td align="char" char=".">0</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-3">
<title>Genetic Interpretation of End-Members for XG Xiashu Loess</title>
<p>By end-member modeling analysis, the XG Xiashu loess profile was divided into four end-members (EM) (<xref ref-type="fig" rid="F4">Figures 4</xref>, <xref ref-type="fig" rid="F5">5</xref>), from EM1 to EM4, they account for 11.97, 23.06, 57.64, and 7.33% on average respectively (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>). EM1 (modal size 1.0 um) should be the product of weathering and pedogenesis after deposition. According to <xref ref-type="bibr" rid="B57">Tsoar and Pye (1987)</xref>, dust particles &#x3e;20&#xa0;&#x3bc;m are unlikely to be transported in long-term suspension across a large height range, and the &#x3e;10&#xa0;&#x3bc;m components were regarded as nearby-source materials for Xiashu loess, whereas &#x3c;5&#xa0;&#x3bc;m components were regarded as far-distant materials that was mainly derived from the arid regions of northwestern China by long-range transport (<xref ref-type="bibr" rid="B66">Wu et&#x20;al., 2020</xref>). Therefore, we suggest that EM2 (modal size 4.5&#xa0;&#x3bc;m, accounting for 23.06%) represent the far-source materials that were mainly originated from the arid regions of NW China. EM3 (modal size 22.4&#xa0;&#x3bc;m, accounting for 57.64%) and EM4 (modal size 44.8&#xa0;&#x3bc;m, accounting for 7.33%) represent nearby-source materials that were mainly derived from local sources, which account for at least 64.97% in total and were presumed probably originated from the floodplains in the lower reaches of the Yangtze River, the Huai River, and the Yellow River to the north during glacial periods.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>End-member analysis results of the grain size of XG profile.</p>
</caption>
<graphic xlink:href="feart-09-682875-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Variations of End-members corresponding to sampling depth of XG profile.</p>
</caption>
<graphic xlink:href="feart-09-682875-g005.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>Quartz Grain Surface Microtextural and Morphological Observations</title>
<p>SEM observations of quartz grains from XG profile show that 55% <ext-link ext-link-type="uri" xlink:href="http://www.sciencedirect.com/science/article/pii/S0025322705003580">grains</ext-link> observed are characterized by subangular outlines (<xref ref-type="fig" rid="F6">Figures 6A,B</xref>, <xref ref-type="fig" rid="F7">7</xref>, <xref ref-type="fig" rid="F8">8</xref>), with a certain number of angular particles (29%) and round particles (5%) (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>). The XG profile quartz grains show various shapes, such as plates, strips, triangles, cubes, pointed, slightly rounded, irregular, etc (<xref ref-type="fig" rid="F6">Figures 6A,B</xref>). Mechanically produced features are abundant and varied, indicating that the quartz grains have experienced a range of external forces. Characteristics typical of eolian quartz grains in XG profile are common (<xref ref-type="fig" rid="F6">Figures 6C&#x2013;F</xref>), e.g. dish-shaped depressions (<xref ref-type="fig" rid="F6">Figures 6C&#x2013;F</xref>) and crescentic marks (<xref ref-type="fig" rid="F6">Figure&#x20;6F</xref>) have occurrence rates 61% (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>) and 48% (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>), respectively. Other eolian features like upturned plates and meandering ridges (<xref ref-type="fig" rid="F6">Figure&#x20;6D</xref>) also occurred on the grains, as well as pockmarks, formed pockmarked surfaces (<xref ref-type="fig" rid="F6">Figures 6D,F</xref>), indicating quartz grain surface erosion during wind transportation. These features are similar to the microtextures characteristics in quartz grains from the loess on the CLP (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>), reflecting transportation process by wind power. Meanwhile, many subaqueous features are also observed on the quartz grains: for example, V-shaped cracks (<xref ref-type="fig" rid="F6">Figures 6G,I</xref>), grooves (<xref ref-type="fig" rid="F6">Figure&#x20;6I</xref>), conchoidal fractures (<xref ref-type="fig" rid="F6">Figure&#x20;6H</xref>), parallel striations caused by scratch (<xref ref-type="fig" rid="F7">Figures 7C&#x2013;E</xref>), triangular cracks (<xref ref-type="fig" rid="F6">Figure&#x20;6H</xref>), underwater polished surfaces (<xref ref-type="fig" rid="F7">Figures 7A,B,F</xref>), as well as bulbous edges and smooth edges (<xref ref-type="fig" rid="F7">Figures 7F,G</xref>) caused by abrasion in subaqueous environments. V-shaped cracks, the most representative feature produced by grain-to-grain collisions in subaqueous environments (<xref ref-type="bibr" rid="B42">Mahaney, 2002</xref>; <xref ref-type="bibr" rid="B25">Krinsley and Doornkamp, 2011</xref>), reach an occurrence rate of 63% in XG profile (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>), suggesting a fluvial environment. A majority of quartz grains with high relief and abundant mechanical V-shaped cracks (<xref ref-type="fig" rid="F6">Figures 6G&#x2013;I</xref>), as well as parallel striations (<xref ref-type="fig" rid="F7">Figures 7C&#x2013;E</xref>) caused by scratch demonstrated that the quartz grains underwent a high-energy subaqueous transport. Some grains have surface microtextures that are typical of a subaqueous fluvial environment, with dish-shaped depressions or small impact pocks superimposed. This suggests the quartz grains were abraded in a fluvial environment before undergoing eolian transportation. In addition, 13% of the quartz grains (&#x3c;20&#xa0;&#x3bc;m) in XG profile have aeolian features and sharp edges on their surfaces, but without subaqueous characteristics, it is presumed that these grains were originated from far-distant materials. The grains in XG profile also exhibit silica dissolution and silica precipitation textures indicative of chemical weathering. Silica dissolution mainly comprise oriented etch pits (<xref ref-type="fig" rid="F7">Figure&#x20;7H</xref>), solution pits and crevasses. Oriented etch pits are oriented and aligned, which are likely to be developed in rivers, lakes or marine environments, where the water affects the grains by dissolution (<xref ref-type="bibr" rid="B42">Mahaney, 2002</xref>; <xref ref-type="bibr" rid="B25">Krinsley and Doornkamp, 2011</xref>). 18% of the grains show oriented etch pits in XG profile, indicating a fluvial environment. Silica precipitation has produced silica globules (<xref ref-type="fig" rid="F7">Figure&#x20;7I</xref>), silica pellicles and silica flowers, indicating that the quartz grains have undergone post-depositional weathering and pedogenesis.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>
<bold>(A&#x2013;B)</bold>. Quartz grains in XG profile. <bold>(C)</bold>. Collision dish-shaped depressions are common on the surface. <bold>(D)</bold>. Elongated dish-shaped depressions, meandering ridges, upturned plates and pockmarked surfaces. <bold>(E)</bold> Elongated dish-shaped depressions and crescentic marks. <bold>(F)</bold>. Crescentic marks, dish-shaped depressions and pockmarked surfaces. <bold>(G)</bold>. V-shaped cracks. <bold>(H)</bold>. Conchoidal fractures, triangular cracks and underwater polished surfaces. <bold>(I)</bold>. Grooves and V-shaped cracks.</p>
</caption>
<graphic xlink:href="feart-09-682875-g006.tif"/>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>
<bold>(A&#x2013;B)</bold>. Underwater polished surfaces formed in subaqueous environment. <bold>(C&#x2013;E)</bold>. Parallel striations resulted from &#x201c;grain-to-grain scratches&#x201d; in subaqueous environment. <bold>(F)</bold>. Polished surfaces and smooth edges caused by abrasion in subaqueous environment. <bold>(G)</bold>. Smooth edges and V-shaped cracks. <bold>(H)</bold>. Oriented etch pits. <bold>(I)</bold>. Silica globules caused by precipitation.</p>
</caption>
<graphic xlink:href="feart-09-682875-g007.tif"/>
</fig>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Frequencies of different microtextures identified in XG profile.</p>
</caption>
<graphic xlink:href="feart-09-682875-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Quartz grains of the loess on the CLP. <bold>(A)</bold>. Streamlined grain with precipitated silica. <bold>(B)</bold>. Spear-shaped grain with a thick layer of silica precipitates and pockmarked surfaces, small collision pocks are visible on the original surface. <bold>(C)</bold>. Fusiform grain with silica precipitation. <bold>(D)</bold>. A fusiform - twisted grain with a thick precipitated silica cover. The streamlined grain is characteristic of the aeolian quartz grain of loess on the CLP. The screw-like shape of this grain is typical of aeolian loess that has been transported by air currents in suspension for a long distance. <bold>(E)</bold>. Lenticular grain with solution - precipitation features covering the surface. <bold>(F)</bold>. Ellipsoidal grain with chipped depressions and smooth outline. <bold>(G)</bold>. A typical water - drop-shaped grain, smooth edges with one edge along the long axis. The grain surface carries chipped depressions, collision pocks and silica fragments. <bold>(H)</bold>. Lenticular-shaped grain with solution-precipitation of silica. <bold>(I)</bold>. Equant grain with subrounded edges, chipped depressions and collision pocks are common on the surface (<xref ref-type="bibr" rid="B62">Wang et&#x20;al., 1985</xref>).</p>
</caption>
<graphic xlink:href="feart-09-682875-g009.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<sec id="s4-1">
<title>Evidence of Aeolian Deposition</title>
<p>The XG profile and other reported Xiashu loess profiles present typical characteristics of eolian origin, including a uniform loose and porous texture, massive structure, significant vertical joints, and disseminated iron-manganese films. The Xiashu loess covers hills, highlands, terraces, and other geomorphic units at varying elevations, and shows a range of origins and characteristics. In addition, the Xiashu loess strata are composed of alternating dark-colored (paleosol) and light-colored (loess) layers, resembling the typical loess-paleosol sequence on the CLP of northern China (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>). Furthermore, although in some cases, the underlying strata of the Xiashu loess are composed of gravel layers, both of reported results and this study show that there are no sand layers or gravel layers in Xiashu loess profiles (<xref ref-type="bibr" rid="B22">Hao et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B38">Li et&#x20;al., 2018b</xref>; <xref ref-type="bibr" rid="B24">Jiang et&#x20;al., 2020</xref>), These depositional features distinguish aeolian deposits from fluvial deposits.</p>
</sec>
<sec id="s4-2">
<title>Grain Size Evidence for the Provenance of XG Profile</title>
<p>The grain size composition of XG profile shows obvious aeolian characteristics, most notably the fine grain size and high clayey silt fraction. Silt is the dominant component in all layers, with an average content of 68.82%, followed by clay and sand. The components with grain size&#xff1c;50&#xa0;&#xb5;m in XG profile account for 93.16% on average. This clear dominance of the fine fraction (&#x3c;50&#xa0;&#xb5;m) is considered to be a typical feature for eolian loess deposit (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>; <xref ref-type="bibr" rid="B1">An et&#x20;al. 1990</xref>; <xref ref-type="bibr" rid="B21">Guo et&#x20;al. 2002</xref>). Coarse silt (50&#x2013;10&#xa0;&#xb5;m), which is the primary grain size group (average content 53.57%) (<xref ref-type="table" rid="T5">Table&#x20;5</xref>) in XG profile, is regarded as a key characteristic of aeolian loess on the CLP (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>). The grain size compositions and grain size parameters of the loess are highly uniform between different layers of XG profile, suggesting that the Xiashu loess was likely to have been transported by a single external force. In addition, the grain size characteristics of loess in XG profile, Zhenjiang profile and Nanjing Zhoujiashan profile are strongly consistent, indicating a shared provenance (<xref ref-type="bibr" rid="B36">Li et&#x20;al., 1997</xref>, <xref ref-type="bibr" rid="B37">Li et&#x20;al., 2001b</xref>, <xref ref-type="bibr" rid="B48">Qiao et&#x20;al., 2003</xref>, <xref ref-type="bibr" rid="B22">Hao et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B24">Jiang et&#x20;al., 2020</xref>).</p>
<p>Due to the wind-sorting effect, prevailing northwesterly wind direction, and the decreasing carrying capacity with increasing distance from the source area, the grain size of loess on the CLP decreases from coarse to fine from northwest to southeast. Here, we choose two classical loess profiles on the CLP, one is Luochuan profile in the middle of the CLP, the other is Qinling profile in the southernmost part of the CLP. They are two representative profiles on the CLP. For example, the average grain size (Mz) of the loess layers in Luochuan profile is 6.01&#x3c6;, the mean value of that in other six loess profiles in the interior of the CLP is 6.00&#x3c6; (<xref ref-type="bibr" rid="B28">Lei, 1998</xref>; <xref ref-type="bibr" rid="B29">Lei, 1999</xref>), indicating that the Luochuan profile is very representative. Here, we take Luochuan profile and Qinling profile in northern China as examples, the respective contents of sand (&#x3e;50&#xa0;&#x3bc;m) and clay (&#x3c;5&#xa0;&#x3bc;m) in Luochuan profile are 6.8 and 27.4% on average, the average grain size (Mz) of Luochuan profile is 6.01&#x3c6; (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>; <xref ref-type="bibr" rid="B28">Lei, 1998</xref>; <xref ref-type="bibr" rid="B29">Lei, 1999</xref>). The respective values for the Qinling loess are 4.3%, 30.5%, and 6.59&#x3c6; respectively, demonstrating the NW-SE trend toward finer grain sizes. The Xiashu loess is located far from northwest China; In addition, the warm-humid climate in the LRYR is highly conducive to post-depositional weathering and pedogenesis. Therefore, the sand content in the Xiashu loess should be lower than that of the loess on the CLP in northern China, while the contents of silt and clay materials should be higher. However, results show that sand (&#x3e;50&#xa0;&#x3bc;m) contents of the Xiashu loess in the LRYR, including XG (6.84%), Zhoujiashan of Nanjing (8.6%) and Zhenjiang (10.1%) are higher than those of the Luochuan profile (6.8%) and the Qinling profile (4.3%), while clay content in XG (24.3%), Zhoujiashan of Nanjing (21.3%) and Zhenjiang (19.1%) are lower than those in Luochuan (27.4%) and the Qinling loess (30.5%), so is the LGS Xiashu loess profile (24.9%) in East China Sea (<xref ref-type="table" rid="T7">Table&#x20;7</xref>). The average grain size of the loess layers in XG (6.42&#x3c6;, Paleosol layers not included) is coarser than that in Qinling loess (6.58&#x3c6;) (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>; <xref ref-type="bibr" rid="B28">Lei, 1998</xref>, <xref ref-type="bibr" rid="B29">Lei, 1999</xref>; <xref ref-type="bibr" rid="B69">Xu et&#x20;al., 2016</xref>). All the characteristics above suggest that the grain size of the Xiashu loess in the LRYR does not follow the NW-SE trend of decreasing grain size. On the other hand, grains larger than 20&#xa0;&#x3bc;m are unlikely to be transported for long distances by wind. The components larger than 20&#xa0;&#x3bc;m in XG profile account for 38.92%, and sand content (&#x3e;50&#xa0;&#x3bc;m) accounts for 6.84%, especially the &#x3e;10&#xa0;&#x3bc;m components, which were considered as nearby-source materials for the Xiashu loess (<xref ref-type="bibr" rid="B66">Wu et&#x20;al., 2020</xref>), account for 60.51% in XG profile. In addition, end-member modeling analysis show that EM3 (modal size 22.4 um, accounting for 57.64%) and EM4 (modal size 44.8&#xa0;&#x3bc;m, accounting for 7.33%) represent nearby-source materials that were mainly derived from local sources, account for at least 64.97% in total. The relatively high content of grains &#x3e;10&#xa0;&#x3bc;m and &#x3e;20&#xa0;&#x3bc;m in XG profile is hard to explain using the distant source theory. In other words, nearby-source materials dominate the accumulation of the Xiashu loess. Finally, the poor sorting of XG and other reported Xiashu loess profiles in the LRYR is unusual (<xref ref-type="bibr" rid="B36">Li et&#x20;al., 1997</xref>, <xref ref-type="bibr" rid="B37">Li et&#x20;al., 2001b</xref>, <xref ref-type="bibr" rid="B33">Li et&#x20;al., 2018b</xref>; <xref ref-type="bibr" rid="B48">Qiao et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B69">Xu et&#x20;al., 2016</xref>), if the Xiashu loess was originated from the remote Gobi Desert of northwestern China or originated from the adjacent floodplains, it should have been well sorted. Therefore, multiple characteristics suggest that the Gobi Desert in inland NW China were not the primary source materials for the Xiashu loess, the Xiashu loess is probably a admixture composed of nearby-source materials and long-transport materials. Previous studies show that dust from inland NW China can be transported to the sea of Japan (<xref ref-type="bibr" rid="B67">Xiao et&#x20;al., 1999</xref>), and the grain-size frequency curve of XG profile has also proved this point, so we suggest that a small amount of dust from the remote Gobi Desert in areas of northwestern China was likely to be transported to the LRYR during glacial periods, and the poor sorting of XG profile and other reported Xiashu loess profiles is not difficult to understand.</p>
<table-wrap id="T7" position="float">
<label>TABLE 7</label>
<caption>
<p>Comparison of grain size composition of loess in the LRYR and on the CLP (Li, 1998; <xref ref-type="bibr" rid="B39">Liu, 2006</xref>; <xref ref-type="bibr" rid="B69">Xu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B4">Chen et&#x20;al., 2017</xref>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">Clay (&#x3c;5&#xa0;&#x3bc;m)</th>
<th align="center">Fine silt (5&#x2013;10&#xa0;&#x3bc;m)</th>
<th align="center">Coarse silt (10&#x2013;50&#xa0;&#x3bc;m)</th>
<th align="center">Sand (&#xff1e;50&#xa0;&#x3bc;m)</th>
</tr>
<tr>
<th align="left">Sample sites</th>
<th align="center">%</th>
<th align="center">%</th>
<th align="center">%</th>
<th align="center">%</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">XG, nanjing</td>
<td align="char" char=".">24.3</td>
<td align="char" char=".">15.3</td>
<td align="char" char=".">53.6</td>
<td align="char" char=".">6.8</td>
</tr>
<tr>
<td align="left">ZJS, nanjing</td>
<td align="char" char=".">21.3</td>
<td align="char" char=".">15.6</td>
<td align="char" char=".">54.5</td>
<td align="char" char=".">8.6</td>
</tr>
<tr>
<td align="left">CS, zhenjiang</td>
<td align="char" char=".">19.1</td>
<td align="char" char=".">14.8</td>
<td align="char" char=".">56</td>
<td align="char" char=".">10.1</td>
</tr>
<tr>
<td align="left">DG, zhenjiang</td>
<td align="char" char=".">28.4</td>
<td align="char" char=".">18</td>
<td align="char" char=".">49.4</td>
<td align="char" char=".">4.2</td>
</tr>
<tr>
<td align="left">LGS island</td>
<td align="char" char=".">24.9</td>
<td align="char" char=".">12.9</td>
<td align="char" char=".">48.3</td>
<td align="char" char=".">13.9</td>
</tr>
<tr>
<td align="left">Qinling</td>
<td align="char" char=".">30.5</td>
<td align="char" char=".">16.9</td>
<td align="char" char=".">48.3</td>
<td align="char" char=".">4.3</td>
</tr>
<tr>
<td align="left">Luochuan</td>
<td align="char" char=".">27.4</td>
<td align="char" char=".">12.5</td>
<td align="char" char=".">53.3</td>
<td align="char" char=".">6.8</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4-3">
<title>Quartz Grain Surface Microtextural Evidence for the Provenance of XG Profile</title>
<p>The loess on the CLP were originated from the remote Gobi Desert in inland northwestern China. The quartz grains in the loess are mostly subangular and angular, and with characteristic shapes (e.g. water drops, spears, diamonds, spindles or spirals) (<xref ref-type="bibr" rid="B62">Wang et&#x20;al, 1985</xref>; <xref ref-type="bibr" rid="B32">Liu, 1985</xref>). These forms are mostly streamlined with a long primary axis, especially the twisted spiral shape representing the typical eolian loess on the CLP (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>). This is because the quartz grains were carried by airflow for a long distance, and the grains themselves also rotated around their long axis, gradually being shaped by wind friction (Wang et&#x20;al, 1985; <xref ref-type="bibr" rid="B54">Sun and An, 2000</xref>). Previous studies show that the quartz grains from the loess on the CLP are dominated by eolian features, subaqueous environmental characteristics are rare or absent (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>; <xref ref-type="bibr" rid="B1">An et&#x20;al., 1990</xref>; <xref ref-type="bibr" rid="B11">Ding et&#x20;al., 1995</xref>; <xref ref-type="bibr" rid="B20">Guo et&#x20;al., 2000</xref>). Our results show that most of the quartz grains of XG profile not only have typical features of wind transportation (such as dish-shaped depressions, crescentic marks and pockmarked surfaces), but also display a range of subaqueous environment characteristics (e.g. V-shaped cracks, subaqueous polished surfaces, grooves, etc) with high frequencies indicating that the grains have undergone subaqueous transport. Some grains with surface features of fluvial environments have aeolian characteristics superimposed on them, suggesting that the quartz grains were firstly abraded in a fluvial environment, and then transported and deposited by wind action. These features are distinctly different from those of the quartz grains on the CLP, and are also significantly different from those of the quartz grains derive from underlying parent rocks that are almost without any transportation and typically irregularly shaped with sharp edges and extremely irregular shapes. In addition, if the Xiashu loess were originated from the remote Gobi Desert in inland of NW China, its quartz grains would have developed the same streamlined or spiral shapes as those of the loess on the CLP. However, SEM observations show that the quartz grains of XG profile present various shapes (such as plates, strips, triangles, cubes, points, and slightly rounded; and no screw - like grain occurs in the quartz grains observed), which were clearly distinct from the quartz grains on the CLP. In addition, subaqueous environmental characteristics such as conchoidal fractures and V-shaped depressions are rare in typical eolian quartz grains, only can be seen in quartz grains that have just entered the eolian environment. The subaqueous environmental features in XG profile are abundant and clearly visible, indicating that the grains have been changed little by the eolian environment and have not been transported by wind for a long distance. Quartz grains &#x3e;20&#xa0;&#xb5;m are unlikely to be transported by wind over long distance and therefore are regarded as regional materials, SEM observations show that &#x3e;20&#xa0;&#xb5;m quartz grain (including sand grains) in XG profile are with obvious eolian features and subaqueous characteristics, indicating a near-source deposition. 13% of the quartz grains (&#x3c;20&#xa0;&#xb5;m) observed have eolian features on their surfaces, but without subaqueous characteristics, it is presumed that these grains were originated from far-distant materials. These characteristics suggest that the Xiashu loess should be eolian deposit that was mainly originated from near-source materials. Previous studies show that dust from inland of NW China can be transported to the sea of Japan (<xref ref-type="bibr" rid="B67">Xiao et&#x20;al., 1999</xref>), the grain-size frequency curve and the quartz grain microtextures, as well as end-member modeling analysis indicate that the Xiashu loess may contain a certain amount of far-distant materials, so we suggest that nearby-source materials dominate the accumulation of the Xiashu loess, and the dust from the Gobi Desert in inland NW China have played a small role in the accumulation of the Xiashu loess. The surface microtextures and morphologies of the quartz grains provide a evidence for identifying the provenance of the Xiashu&#x20;loess.</p>
</sec>
<sec id="s4-4">
<title>Onset of Dust Accumulation in the LRYR and Its Environmental Significance</title>
<p>The accumulation of the Xiashu loess in the LRYR of southern China have significant environmental implications. In terms of sedimentary chronology, new advances in magnetostratigraphy and optically stimulated luminescence (OSL) dating have constrained the age of the lower boundary of the Xiashu loess to approximately 0.9&#xa0;Ma, and the uppermost loess layer formed in the last glacial period (<xref ref-type="bibr" rid="B48">Qiao et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B22">Hao et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B38">Li et&#x20;al., 2018b</xref>). The development of aeolian loess deposit in Asian subtropical regions since 0.9&#xa0;Ma against a backdrop of global climate change. In the late Cenozoic, the overall climate trend was characterized by a global cooling, as evidenced by the expansion of continental ice sheets. This was accompanied by continental stepwise aridification, which led to the formation and development of the eolian loess deposit on the CLP (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>; <xref ref-type="bibr" rid="B19">Guo et&#x20;al. 1998</xref>; <xref ref-type="bibr" rid="B54">Sun and An, 2000</xref>; <xref ref-type="bibr" rid="B18">Guo 2010</xref>; <xref ref-type="bibr" rid="B22">Hao et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B33">Li et&#x20;al., 2018b</xref>; <xref ref-type="bibr" rid="B66">Westerhold et al., 2020</xref>).</p>
<p>Great changes have taken place in global climate and environment in the middle of the Quaternary (<xref ref-type="bibr" rid="B22">Hao et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B78">Westerhold et al., 2020</xref>). The Mid-Pleistocene Transition (MPT) at about 1.25&#x2013;0.7&#xa0;Ma marked a shift in the primary climatic cyclicity from a 41 ka cycle to a 100 ka cycle, caused a significant increase in global ice volume and global cooling (<xref ref-type="bibr" rid="B50">Ruddiman et&#x20;al., 1989</xref>; <xref ref-type="bibr" rid="B6">Clarket&#x20;al., 2006</xref>; <xref ref-type="bibr" rid="B22">Hao et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B15">Elderfield et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B78">Westerhold et al., 2020</xref>). On the other hand, a significant tectonic movement (the &#x201c;Kunlun-Yellow River movement&#x201d;) on the Tibetan Plateau at about 1.2&#x2013;0.6&#xa0;Ma resulted in a period of rapid uplift. The "Kunlun-Yellow River Movement" raised the plateau and many surrounding mountains to a critical height of 3,500&#xa0;m by around 0.9&#xa0;Ma, causing widespread growth of glaciers which brought the Tibetan Plateau into the cryosphere and induced the first ice age in China since the Quaternary (<xref ref-type="bibr" rid="B16">Fang et&#x20;al., 1996</xref>; <xref ref-type="bibr" rid="B9">Cui et&#x20;al., 1998</xref>, <xref ref-type="bibr" rid="B10">Cui et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B31">Li et&#x20;al., 2001a</xref>). The uplifted Tibetan Plateau serves as a cold source in winter and a heat source in summer, thereby intensifying both the winter monsoon and the summer monsoon, and also split the westerly jet into two streams. Thus resulted in the intensification and northward displacement of the Siberian high-pressure system. Global cooling and the uplifted Tibetan Plateau led to the enhancement of the Siberian high pressure, and caused a severe aridification in Asian interior and the intensification of the east Asian winter monsoon (<xref ref-type="bibr" rid="B50">Ruddiman et&#x20;al., 1989</xref>; <xref ref-type="bibr" rid="B26">Kutzbach et&#x20;al., 1997</xref>). Hence, the dust deposition rate in northern China accelerated during 1.2&#x2013;0.9&#xa0;Ma, created extensive areas of eolian loess. The development of the exceptionally thick and coarse loess layers L15 (deposited at about 1.2&#xa0;Ma) and L9 (deposited at about 0.9&#xa0;Ma) on the CLP is a strong evidence for the cold-dry event in this period: L15 and L9 correspond to marine oxygen isotope stages 38 and 22, representing two periods of severe global cooling (<xref ref-type="bibr" rid="B32">Liu, 1985</xref>; <xref ref-type="bibr" rid="B12">Ding et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B20">Guo et&#x20;al., 2000</xref>; <xref ref-type="bibr" rid="B40">Lu et&#x20;al., 2000</xref>, <xref ref-type="bibr" rid="B41">Lu et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B53">Sun and Guo, 2017</xref>). Global cooling and the uplifted Tibetan Plateau also strongly influenced the LRYR region in southern China, resulting in a severe regional cooling and aridification. In addition, retreat of the coastline of the western Pacific Ocean increased the area of the continental land mass: for example, during the LGM, the coastlines of the East China Sea and the Yellow Sea had retreated eastwards by 6&#x2013;7&#xb0; of longitude (about 600&#xa0;km), and the sea level had dropped by 150&#xa0;m (<xref ref-type="bibr" rid="B63">Wang, 1999</xref>, <xref ref-type="bibr" rid="B68">Xu et&#x20;al., 2012</xref>). The area of the LRYR, the Huai River and the Yellow River to the north is low, flat, and densely covered with rivers and lakes. In glacial periods, with declining of the sea level, the reduced river and lake levels yielded large areas of desiccated rivers, floodplains and lake beds, promoted these areas as a dust source for the accumulation of the Xiashu loess. The intensified winter monsoon produced strong wind erosion capacity and provided enough power to transport these regional fine materials, the river valleys and multistage river terraces of the Yangtze River and its tributaries provide good geomorphological conditions for loess deposition. The far-distant dust from the Gobi Desert of northwestern China may have played a small role in the accumulation of the Xiashu loess as&#x20;well.</p>
<p>Sporopollen analysis of a typical loess stratum in Nanjing shows that herbaceous pollen dominated the total pollen assemblage, the sporopollen are mainly comprised of Compositae and Gramineae (subordinately artemisia and Chenopodiaceae), while arboreal pollen was mainly composed of Pinus, indicating a relatively arid and cold climate (<xref ref-type="bibr" rid="B22">Hao et&#x20;al., 2010</xref>). The Ganzi loess in western Sichuan and the red earth in Chengdu plain (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>) in the upper reaches of the Yangtze River have been confirmed as near-source eolian deposits formed in this period (<xref ref-type="bibr" rid="B76">Zhao et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B49">Qiao et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B64">Wang et&#x20;al., 2018</xref>). The occurrence of sustained dust deposit reflects an important climate and environment change in the source and/or deposition regions (<xref ref-type="bibr" rid="B47">Pye, 1995</xref>). This means that the environment of the whole Yangtze River Basin generally deteriorated at around 0.9&#xa0;Ma. Therefore, we suggest that under the background of MPT, the strengthened east Asian winter monsoon and regional aridification driven by global cooling and the rapid uplift of the Tibetan Plateau are suggested as the primary drivers for the Xiashu loess. The development of the Xiashu loess was a regional response of the northern subtropical region in southern China to the MPT global cooling&#x20;event.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>The grain size of the Xiashu loess in the LRYR do not follow the coarse-fine NW-SE trend of the loess deposit on the CLP, and the surface microtextures of the quartz grains in the Xiashu loess are mostly different from those on the CLP, indicating that the loess deposits in the two regions have different provenances. The Gobi Desert in inland NW China are not considered as the primary provenance for the Xiashu loess. Instead, the adjacent floodplains in the LRYR, the alluvial plains of the Huai River and the Yellow River to the north during glacial periods are suggested as the dominant source materials for the Xiashu loess. Regional aridification and a strengthened east Asian winter monsoon (driven by global cooling and the rapid uplift of the Tibetan Plateau) are considered as the primary drivers for the accumulation of the Xiashu&#x20;loess.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>Investigation, QBF and LJ.; methodology, QBF and YL; data curation, QBF and XF.; writing original draft, QBF; review and editing, LJ and WY; funding acquisition,&#x20;TW.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This research was funded by the National Key and Program Of China (2016YFC0500909)&#x201d; Key Techniques and Demonstration of Desertification Control in Semiarid Area in North China&#x201d;, and the National Key Research and Development Program of China (Grant No. 2017YFC0504804).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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>
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