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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">1076098</article-id>
<article-id pub-id-type="doi">10.3389/feart.2022.1076098</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>Experimental study on shear wave velocity of sand-gravel mixtures considering the effect of gravel content</article-title>
<alt-title alt-title-type="left-running-head">Cheng et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/feart.2022.1076098">10.3389/feart.2022.1076098</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Cheng</surname>
<given-names>Ke</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Hao</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Fang</surname>
<given-names>Yi</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Qi</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2063144/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Civil Engineering</institution>, <institution>Nanyang Institute of Technology</institution>, <addr-line>Nanyang</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Henan International Joint Laboratory of Dynamics of Impact and Disaster of Engineering Structures</institution>, <addr-line>Nanyang</addr-line>, <addr-line>Henan</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Institute of Geotechnical Engineering</institution>, <institution>Nanjing Tech University</institution>, <addr-line>Nanjing</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>National Institute of Natural Hazards</institution>, <institution>Ministry of Emergency Management of China</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2033661/overview">Rui Yong</ext-link>, Ningbo 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/1465649/overview">Manish Pandey</ext-link>, National Institute of Technology Warangal, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1643929/overview">Bing Bai</ext-link>, Beijing Jiaotong University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Yi Fang, <email>yifang@ninhm.ac.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Geohazards and Georisks, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1076098</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Cheng, Wu, Fang and Wu.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Cheng, Wu, Fang and Wu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Sand-gravel mixtures are special engineering geological materials between soils and fractured rocks. This study performs a series of bending element tests to systematically investigate the shear wave velocity (<italic>V</italic>
<sub>s</sub>) of the sand-gravel mixtures, establish an effective evaluation method, and assess the influence of relative density and effective confining pressure on mixtures with a wide range of gravel contents. The results showed that the shear wave velocity increases and then decreases with the increase in gravel content and increases with the rise in relative density and effective confining pressure. Furthermore, a shear wave velocity prediction model is proposed in this study based on the intergranular contact state theory, including the stress parameter (<italic>n</italic>) and skeleton void ratio. The stress parameter can be described by a power function considering the uniformity coefficient. The model serves as a reference guide for estimating the shear wave velocity of sand-gravel mixtures with a wide range of gravel contents.</p>
</abstract>
<kwd-group>
<kwd>sand-gravel mixtures</kwd>
<kwd>shear wave velocity (IGCC3/D7/E8)</kwd>
<kwd>gravel content</kwd>
<kwd>skeleton void ratio</kwd>
<kwd>geological material</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>
<contract-sponsor id="cn002">Henan Provincial Science and Technology Research Project<named-content content-type="fundref-id">10.13039/501100017700</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Sand-gravel mixtures are special engineering geological materials between soils and fractured rocks, and the intergranular contact state of sand-gravel mixtures is the intermediate state between that of sand and gravel particles (<xref ref-type="bibr" rid="B15">Evans and Zhou, 1995</xref>; <xref ref-type="bibr" rid="B37">Yagiz, 2001</xref>; <xref ref-type="bibr" rid="B22">Lin et al., 2004</xref>; <xref ref-type="bibr" rid="B18">Hamidi et al., 2009</xref>). The sand-gravel mixtures with the advantages of low compressibility, high shear strength, abundant reserves, and convenient and economical extraction are widely used in highway roads, Earth and rock dams, soft ground treatments, artificial island buildings, offshore immersed tunnel mat foundations, etc., (<xref ref-type="bibr" rid="B19">Hara et al., 2004</xref>; <xref ref-type="bibr" rid="B3">Araei et al., 2012</xref>; <xref ref-type="bibr" rid="B16">Flora et al., 2012</xref>; <xref ref-type="bibr" rid="B10">Chang and Phantachang, 2016</xref>). The shear wave velocity (<italic>V</italic>
<sub>s</sub>) and associated small-strain (or maximum) shear modulus (<italic>G</italic>
<sub>max</sub>) play fundamental roles in soil deformation prediction, seismic liquefaction potential assessment, site response analyses, and the design of geotechnical structures subjected to dynamic or earthquake loadings (<xref ref-type="bibr" rid="B2">Andrus and Stokoe, 2000</xref>; <xref ref-type="bibr" rid="B35">Wang et al., 2012</xref>; <xref ref-type="bibr" rid="B11">Chen et al., 2019a</xref>). Simultaneously, the mechanical response of granular materials during scouring and erosion is an essential property that scholars have widely studied (<xref ref-type="bibr" rid="B21">Kuhnle et al., 2016</xref>; <xref ref-type="bibr" rid="B28">Pandey et al., 2019a</xref>; <xref ref-type="bibr" rid="B29">2019b</xref>, <xref ref-type="bibr" rid="B30">2020</xref>; <xref ref-type="bibr" rid="B14">de Leeuw et al., 2019</xref>). In this paper, the dynamic properties of sand-gravel mixtures are investigated from the view of <italic>V</italic>
<sub>s</sub> in laboratory tests aiming to establish a prediction method as a reference guide for geotechnical engineering.</p>
<p>
<xref ref-type="bibr" rid="B32">Rollins et al. (1998)</xref> found that for a given void ratio (<italic>e</italic>) and effective confining pressure <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>, <italic>G</italic>
<sub>max</sub> of sand-gravel mixtures with different gradations increases by 38% as the gravel content (<italic>G</italic>
<sub>c</sub>) increases from 0% to 60% during dynamic triaxial tests. <xref ref-type="bibr" rid="B9">Chang et al. (2014)</xref> showed that the <italic>V</italic>
<sub>s</sub> of gap-graded sand-gravel mixtures increase linearly with increasing <italic>G</italic>
<sub>c</sub> for the same skeleton void ratio by conducting a series of bending element tests. <xref ref-type="bibr" rid="B25">Menq (2003)</xref> found that for a given relative density (<italic>D</italic>
<sub>r</sub>), <italic>G</italic>
<sub>max</sub> of sand-gravel mixtures tended to increase with the rise in the non-uniformity coefficient (<italic>C</italic>
<sub>u</sub>) and average particle size (<italic>d</italic>
<sub>50</sub>), with the effect of <italic>d</italic>
<sub>50</sub> on <italic>G</italic>
<sub>max</sub> being more significant than that of the <italic>C</italic>
<sub>u</sub>. <xref ref-type="bibr" rid="B26">Menq and Stokoe (2003)</xref> found that the combined effect of <italic>C</italic>
<sub>u</sub> and <italic>d</italic>
<sub>50</sub> can be represented by the stress exponent (<italic>n</italic>), which gradually increases with the rise in <italic>C</italic>
<sub>u</sub>, and that the effect of <italic>n</italic> on the <italic>G</italic>
<sub>max</sub> of well-graded loose sand-gravel mixtures is more significant than that of gap-graded dense sand-gravel mixtures. <xref ref-type="bibr" rid="B24">Liu et al. (2020)</xref> performed bending element tests on pure sands, pure gravels, and sand-gravel mixtures with different gradations and highlighted that the values of <italic>G</italic>
<sub>max</sub> in sand-gravel mixtures could not be adequately quantified using <italic>e</italic> and <inline-formula id="inf2">
<mml:math id="m2">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>. They also concluded that the <italic>G</italic>
<sub>max</sub> of pure sands and pure gravels is almost unaffected by <italic>d</italic>
<sub>50</sub>, instead of increasing with <italic>d</italic>
<sub>50</sub> for well-graded sand-gravel mixtures. During the subsequent investigation (<xref ref-type="bibr" rid="B23">Liu et al., 2021</xref>), they found that <italic>C</italic>
<sub>u</sub> and <italic>d</italic>
<sub>50</sub> have significantly opposite effects on the <italic>G</italic>
<sub>max</sub> of the sand-gravel mixtures, which contradicts the conclusion of <xref ref-type="bibr" rid="B25">Menq (2003)</xref>.</p>
<p>Many methods are available for measuring soil <italic>V</italic>
<sub>s</sub>, such as the up-hole method, down-hole method, cross-hole method, indoor resonance column test, and bending element test method. (<xref ref-type="bibr" rid="B36">Wichtmann et al., 2015</xref>). The bending element test has been widely used in measuring <italic>V</italic>
<sub>s</sub> or <italic>G</italic>
<sub>max</sub> of various soils due to its simple principle, convenient operation, and non-destructive detection (<xref ref-type="bibr" rid="B31">Rahman et al., 2014</xref>; <xref ref-type="bibr" rid="B38">Yang and Liu, 2016</xref>).</p>
<p>This paper performs a series of bender element tests to study the <italic>V</italic>
<sub>s</sub> of the sand-gravel mixtures with a wider range of <italic>G</italic>
<sub>c</sub> in this study than that in previous studies. Within the study context, the effects of gravel content, relative density, and effective confining pressure are considered. Finally, a <italic>V</italic>
<sub>s</sub> prediction model of various mixed soil materials is proposed based on intergranular contact state theory. The applicability of the proposed model is validated using the published data of two types of coarse and fine granular mixtures.</p>
</sec>
<sec id="s2">
<title>Bender element test</title>
<sec id="s2-1">
<title>Test material</title>
<p>The tested sand-gravel mixture was obtained from Nanjing, China. The gravel grains of the mixture are prismatic. The mixture&#x2019;s gravel content (<italic>G</italic>
<sub>c</sub>) is 0%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, and 100%. The particle size distribution curves of various sand-gravel mixtures are shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. The basic properties of the mixtures are listed in <xref ref-type="table" rid="T1">Table 1</xref>. The mixtures&#x2019; particle size distribution curves and basic properties were measured according to the <xref ref-type="bibr" rid="B5">ASTM D4254-14, 2006</xref> and <xref ref-type="bibr" rid="B4">ASTM D4254-16, 2006</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Particle size distribution curves of the tested sand-gravel mixtures.</p>
</caption>
<graphic xlink:href="feart-10-1076098-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Basic properties of the tested sand-gravel mixtures.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">
<italic>G</italic>
<sub>c (</sub>%)</th>
<th align="center">
<italic>G</italic>
<sub>s</sub>
</th>
<th align="center">
<italic>e</italic>
<sub>max</sub>
</th>
<th align="center">
<italic>e</italic>
<sub>min</sub>
</th>
<th align="center">
<italic>C</italic>
<sub>
<italic>u</italic>
</sub>
</th>
<th align="center">
<italic>C</italic>
<sub>c</sub>
</th>
<th align="center">
<italic>d</italic>
<sub>50</sub> (mm)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">0</td>
<td align="center">2.640</td>
<td align="center">0.886</td>
<td align="center">0.440</td>
<td align="center">3.487</td>
<td align="center">1.029</td>
<td align="center">0.400</td>
</tr>
<tr>
<td align="center">10</td>
<td align="center">2.639</td>
<td align="center">0.753</td>
<td align="center">0.414</td>
<td align="center">3.923</td>
<td align="center">0.971</td>
<td align="center">0.448</td>
</tr>
<tr>
<td align="center">20</td>
<td align="center">2.638</td>
<td align="center">0.690</td>
<td align="center">0.375</td>
<td align="center">4.565</td>
<td align="center">0.899</td>
<td align="center">0.519</td>
</tr>
<tr>
<td align="center">30</td>
<td align="center">2.636</td>
<td align="center">0.611</td>
<td align="center">0.325</td>
<td align="center">5.547</td>
<td align="center">0.815</td>
<td align="center">0.642</td>
</tr>
<tr>
<td align="center">40</td>
<td align="center">2.636</td>
<td align="center">0.597</td>
<td align="center">0.292</td>
<td align="center">11.331</td>
<td align="center">0.453</td>
<td align="center">0.853</td>
</tr>
<tr>
<td align="center">50</td>
<td align="center">2.634</td>
<td align="center">0.560</td>
<td align="center">0.261</td>
<td align="center">29.046</td>
<td align="center">0.212</td>
<td align="center">5.000</td>
</tr>
<tr>
<td align="center">60</td>
<td align="center">2.633</td>
<td align="center">0.561</td>
<td align="center">0.269</td>
<td align="center">26.866</td>
<td align="center">0.331</td>
<td align="center">5.612</td>
</tr>
<tr>
<td align="center">70</td>
<td align="center">2.632</td>
<td align="center">0.559</td>
<td align="center">0.290</td>
<td align="center">23.607</td>
<td align="center">2.085</td>
<td align="center">6.095</td>
</tr>
<tr>
<td align="center">80</td>
<td align="center">2.632</td>
<td align="center">0.589</td>
<td align="center">0.369</td>
<td align="center">17.674</td>
<td align="center">10.509</td>
<td align="center">6.484</td>
</tr>
<tr>
<td align="center">90</td>
<td align="center">2.631</td>
<td align="center">0.672</td>
<td align="center">0.472</td>
<td align="center">1.470</td>
<td align="center">0.926</td>
<td align="center">6.804</td>
</tr>
<tr>
<td align="center">100</td>
<td align="center">2.630</td>
<td align="center">0.792</td>
<td align="center">0.633</td>
<td align="center">1.414</td>
<td align="center">0.933</td>
<td align="center">7.071</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<italic>e</italic>
<sub>max</sub> and <italic>e</italic>
<sub>min</sub> Mean maximum and minimum global void ratio, respectively.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>As shown in <xref ref-type="table" rid="T1">Table 1</xref>, the <italic>e</italic>
<sub>max</sub> and <italic>e</italic>
<sub>min</sub> of the mixtures both decrease and then increase with the rise in <italic>G</italic>
<sub>c</sub>, which is consistent with the findings of <xref ref-type="bibr" rid="B15">Evans and Zhou., (1995)</xref> and <xref ref-type="bibr" rid="B1">Amini and Chakravrty, 2004</xref>. In addition, the <italic>e</italic>
<sub>max</sub> and <italic>e</italic>
<sub>min</sub> reach the minimum value at <italic>G</italic>
<sub>c</sub> equals 50%.</p>
</sec>
<sec id="s2-2">
<title>Test apparatus and method</title>
<p>The measurement of shear wave velocity (<italic>V</italic>
<sub>s</sub>) and associated <italic>G</italic>
<sub>max</sub> was implemented using a pair of piezoceramic bender elements installed in the GCTS HCA-300 dynamic hollow cylinder-TSH testing system (<xref ref-type="bibr" rid="B12">Chen et al., 2019b</xref>). The test apparatus is shown in <xref ref-type="fig" rid="F2">Figure 2</xref>. The confining and back pressure were measured using the standard pressure/volume controller. The axial static and dynamic force was controlled independently. Moreover, the maximum range of the dynamic force is 10 kN/5&#xa0;Hz. The axial force and displacement sensors were placed at the top of the sample. Back pressure was applied at the top of the sample, and the excess pore water pressure was measured its bottom. <xref ref-type="bibr" rid="B20">Hardin and Black (1966)</xref>, <xref ref-type="bibr" rid="B17">Goudarzy et al. (2016)</xref> detailed the testing principle of the bender element system.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Bender element test apparatus.</p>
</caption>
<graphic xlink:href="feart-10-1076098-g002.tif"/>
</fig>
<p>The <italic>V</italic>
<sub>s</sub> is calculated <italic>via</italic> Eq. <xref ref-type="disp-formula" rid="e1">1</xref>:<disp-formula id="e1">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>d</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <italic>d</italic> is the effective distance of the shear wave propagation, and <italic>t</italic> is the time of the shear wave propagation.</p>
<p>The time domain method was used to determine <italic>t</italic> considering the simplicity and accuracy. <xref ref-type="fig" rid="F3">Figure 3</xref> shows the typical time histories of output signals from bender element tests, revealing that the received signals are always clear and efficient.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Typical time histories of output signals obtained from the bender element tests.</p>
</caption>
<graphic xlink:href="feart-10-1076098-g003.tif"/>
</fig>
<p>The cylindrical specimen has a diameter of 100&#xa0;mm and a height of 150&#xa0;mm. The specimen was prepared using a dry tamping method. This technique was adopted in several research works to test granular material. On the other hand, the well-mixed sand and grains were tamped into a cylindrical specimen creator for four layers in the apparatus using a dry tamping method. The pre-saturation was conducted after the specimen preparation. The pre-saturation consists of three steps: 1) permeating the specimen with CO<sub>2</sub> for 30&#xa0;min; 2) flushing with de-aired water for 60&#xa0;min; 3) flushing all water lines. After the pre-saturation, the back pressure saturation was initiated. Back pressure was gradually applied, and the Skempton B-value was checked until exceeding 0.95, which guaranteed the saturation of the tested sample. The saturated sample was consolidated under an effective target confining pressure until the strain was stable. After that, the bender element was conducted.</p>
<p>A series of bender element tests was conducted to study the <italic>V</italic>
<sub>s</sub> of the sand-gravel mixtures. The influence of relative density (<italic>D</italic>
<sub>r</sub>), effective confining pressure (<inline-formula id="inf3">
<mml:math id="m4">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>), and <italic>G</italic>
<sub>c</sub> were considered. The <italic>D</italic>
<sub>r</sub> of the mixtures was taken as 30%, 45%, and 70%. Additionally, the <inline-formula id="inf4">
<mml:math id="m5">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> of the mixtures was taken as 50, 100, 200, 300, and 400&#xa0;kPa, and the <italic>G</italic>
<sub>c</sub> of the mixture was selected as 0%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, and 100%.</p>
</sec>
</sec>
<sec id="s3">
<title>Test results and analysis</title>
<sec id="s3-1">
<title>Vs analysis for sand-gravel mixtures</title>
<p>The relationship between the normalized effective confining pressure <inline-formula id="inf5">
<mml:math id="m6">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <italic>V</italic>
<sub>s</sub> of the sand-gravel mixtures is shown in <xref ref-type="fig" rid="F4">Figure 4</xref>, where the atmospheric pressure (<italic>P</italic>
<sub>a</sub>) is approximately equal to 100&#xa0;kPa. It can be seen that for a given <italic>G</italic>
<sub>c</sub> and <italic>D</italic>
<sub>r</sub>, the mixtures&#x27; <italic>vs.</italic> increases with the rise in <inline-formula id="inf6">
<mml:math id="m7">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The reason may be that the greater the pressure, the greater the contact force between the particles, and the more the granular materials converge to a whole, which leads to easier shear wave propagation and increased propagation speed. Moreover, the <italic>V</italic>
<sub>s</sub> increases with the increase in <italic>D</italic>
<sub>r</sub> when the <italic>G</italic>
<sub>c</sub> and <inline-formula id="inf7">
<mml:math id="m8">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are given. The relationship between the <italic>V</italic>
<sub>s</sub> and <inline-formula id="inf8">
<mml:math id="m9">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> can be described by Eq. <xref ref-type="disp-formula" rid="e2">2</xref>:<disp-formula id="e2">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>A</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where <italic>A</italic> is the shear wave velocity value of the mixture when the <inline-formula id="inf9">
<mml:math id="m11">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> is 100&#xa0;kPa, and <italic>n</italic> is the best-fit coefficient, which reflects the influence of <inline-formula id="inf10">
<mml:math id="m12">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> on the <italic>V</italic>
<sub>s</sub>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Relationship between the normalized effective confining pressure and <italic>V</italic>
<sub>s</sub> of the sand-gravel mixtures: <bold>(A)</bold> <italic>D</italic>
<sub>r</sub> &#x3d; 30% <bold>(B)</bold> <italic>D</italic>
<sub>r</sub> &#x3d; 45% <bold>(C)</bold> <italic>D</italic>
<sub>r</sub> &#x3d; 70%.</p>
</caption>
<graphic xlink:href="feart-10-1076098-g004.tif"/>
</fig>
<p>The relationship between the fit coefficient <italic>n</italic> and coefficients of uniformity (<italic>C</italic>
<sub>u</sub>) for the mixtures is shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. It can be seen that the <italic>n</italic> increases with the increase in <italic>C</italic>
<sub>u</sub>. The relationship between the <italic>n</italic> and <italic>C</italic>
<sub>u</sub> can be described by Eq. <xref ref-type="disp-formula" rid="e3">3</xref>:<disp-formula id="e3">
<mml:math id="m13">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>M</mml:mi>
<mml:msubsup>
<mml:mi>C</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
<mml:mi>N</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where <italic>M</italic> and <italic>N</italic> are the best-fit coefficients, which for the sand-gravel mixture of this test are defined as <italic>M</italic> is 0.24, and <italic>N</italic> is 0.04. The goodness of fit (<italic>R</italic>
<sup>2</sup>) for this equation is 0.95.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Relationship between the fit coefficient <italic>n</italic> and coefficient of uniformity.</p>
</caption>
<graphic xlink:href="feart-10-1076098-g005.tif"/>
</fig>
<p>The relationship between the normalized shear wave velocity, <inline-formula id="inf11">
<mml:math id="m14">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> , and <italic>G</italic>
<sub>c</sub> of the sand-gravel mixtures is depicted in <xref ref-type="fig" rid="F6">Figure 6</xref>. It can be seen that the <inline-formula id="inf12">
<mml:math id="m15">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> increases and then decreases with the increase in <italic>G</italic>
<sub>c</sub>. The <inline-formula id="inf13">
<mml:math id="m16">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> reaches its peak when the <italic>G</italic>
<sub>c</sub> is 50%, meaning that the threshold gravel content value (<italic>G</italic>
<sub>cth</sub>) of the sand-gravel mixtures is 50%. The reason is that part of the force chain in sand particles is replaced by that of sand-gravel and gravel grains as the <italic>G</italic>
<sub>c</sub> increases. The contact area of the mixture grains increases, the <inline-formula id="inf14">
<mml:math id="m17">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> increases first. However, the sand particles fill the void of the gravel grains, and the force chain of sand particles is invalid when the increase in <italic>G</italic>
<sub>c</sub> exceeds the <italic>G</italic>
<sub>cth</sub>. As a result, the <inline-formula id="inf15">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> decreases.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Relationship between the normalized shear wave velocity and the <italic>G</italic>
<sub>c</sub> of the mixtures.</p>
</caption>
<graphic xlink:href="feart-10-1076098-g006.tif"/>
</fig>
<p>The relationship between the <inline-formula id="inf16">
<mml:math id="m19">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> and <italic>e</italic> of the sand-gravel mixtures is shown in <xref ref-type="fig" rid="F7">Figure 7</xref>. Generally, the <inline-formula id="inf17">
<mml:math id="m20">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> decreases with the rise in <italic>e</italic>. The relationship between the <inline-formula id="inf18">
<mml:math id="m21">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> and <italic>e</italic> can be described using a power function when the <italic>G</italic>
<sub>c</sub> is given. However, the relationship between the <inline-formula id="inf19">
<mml:math id="m22">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> and <italic>e</italic> described by a power function varies with respect to <italic>G</italic>
<sub>c</sub>. Accordingly, the <italic>e</italic> is not a reasonable parameter to describe the dense state of the sand-gravel mixtures.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Relationship between the normalized shear wave velocity and <italic>e</italic> of the mixtures.</p>
</caption>
<graphic xlink:href="feart-10-1076098-g007.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Vs prediction method for sand-gravel mixtures</title>
<p>Sand-gravel mixture is composed of coarse gravel grain and fine sand particles, which is a fine-coarse grained mixture. Microstructural changes can affect the macro mechanical properties (<xref ref-type="bibr" rid="B7">Bai et al., 2019</xref>; <xref ref-type="bibr" rid="B8">Bai et al., 2021</xref>; <xref ref-type="bibr" rid="B6">Bai et al., 2022</xref>). The sand-gravel mixture&#x2019;s force skeleton depends on the sand and gravel content, and the part that fills the void is invalid for the force skeleton. The force skeleton is composed of coarse gravel grain when the <italic>G</italic>
<sub>c</sub> is larger than <italic>G</italic>
<sub>cth</sub>. However, the force skeleton is composed of fine sand particles when the <italic>G</italic>
<sub>c</sub> is smaller than <italic>G</italic>
<sub>cth</sub>. The skeleton void ratio (<italic>e</italic>
<sub>sk</sub>) is defined as the volumetric ratio between the voids formed in the sand-gravel mixture skeleton and the volume of particles that make up the skeleton (<xref ref-type="bibr" rid="B9">Chang et al., 2014</xref>). This is used to describe the dense state of the fine-coarse-grained mixture. <xref ref-type="bibr" rid="B33">Thevanayagam (2007a</xref>, <xref ref-type="bibr" rid="B34">2007b)</xref> proposed a binary intergranular contact theory of the fine-coarse-grained mixture and believed the particle contact state is divided into two types. The intergranular contact state of the sand-gravel mixture is shown in <xref ref-type="fig" rid="F8">Figure 8</xref>.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Intergranular contact states of the mixtures.</p>
</caption>
<graphic xlink:href="feart-10-1076098-g008.tif"/>
</fig>
<p>The <italic>e</italic>
<sub>sk</sub> is calculated using Eqs <xref ref-type="disp-formula" rid="e4">4</xref>, <xref ref-type="disp-formula" rid="e5">5</xref> when the intergranular contact state of the sand-gravel mixtures is in contact states 1 and 2, respectively. <italic>R</italic>
<sub>d</sub> is the average grain size ratio, which is the ratio of <italic>d</italic>
<sub>50-g</sub> and <italic>d</italic>
<sub>50-s</sub>. The <italic>d</italic>
<sub>50-g</sub> is the average size of the gravel, and <italic>d</italic>
<sub>50-s</sub> is the average size of the sand. <italic>b</italic> is the sand&#x2019;s influence index, which ranges from 0 to 1. The sand particle is invalid for the force skeleton of the sand-gravel mixture when <italic>b</italic> is 0. Furthermore, the sand particles can be used in the force skeleton when <italic>b</italic> is 1. <italic>m</italic> is the gravel&#x2019;s influence index that ranges from 0 to 1. The <italic>b</italic> and <italic>m</italic> can be determined using a back-fitting analysis (<xref ref-type="bibr" rid="B33">Thevanayagam,</xref> , ).<disp-formula id="e4">
<mml:math id="m23">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mtext>sk</mml:mtext>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>b</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x22c5;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>b</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x22c5;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
<disp-formula id="e5">
<mml:math id="m24">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mtext>sk</mml:mtext>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>R</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi mathvariant="normal">m</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<p>The relationship between the <inline-formula id="inf20">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> and <italic>e</italic>
<sub>sk</sub> of the sand-gravel mixtures is shown in <xref ref-type="fig" rid="F9">Figure 9</xref>. It can be seen that the <inline-formula id="inf21">
<mml:math id="m26">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> decreases with the increase in <italic>e</italic>
<sub>sk</sub>. The relationship between the <inline-formula id="inf22">
<mml:math id="m27">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> and <italic>e</italic>
<sub>sk</sub> can be fitted by two curves using Eq. <xref ref-type="disp-formula" rid="e6">6</xref>, and the <italic>G</italic>
<sub>cth</sub> is the critical value. The mechanical behavior of the sand-gravel mixtures under the same <italic>e</italic>
<sub>sk</sub> is similar to that of pure gravel (<italic>G</italic>
<sub>c</sub> &#x3d; 100%) when the <italic>G</italic>
<sub>c</sub> is larger than <italic>G</italic>
<sub>cth</sub>. Moreover, the mechanical behavior of the sand-gravel mixtures under the same <italic>e</italic>
<sub>sk</sub> is similar to that of pure sand (<italic>G</italic>
<sub>c</sub> &#x3d; 0) when the <italic>G</italic>
<sub>c</sub> is smaller than <italic>G</italic>
<sub>cth</sub>. As a result, the relationship between the <inline-formula id="inf23">
<mml:math id="m28">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> and <italic>e</italic>
<sub>sk</sub> fitted by two curves using Eq. <xref ref-type="disp-formula" rid="e6">6</xref> is reasonable.<disp-formula id="e6">
<mml:math id="m29">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mo>&#xd7;</mml:mo>
<mml:msubsup>
<mml:mi>C</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
<mml:mi>N</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>where <italic>A</italic>
<sub>2</sub> and <italic>B</italic>
<sub>2</sub> are the best-fit parameters determined as <italic>A</italic>
<sub>2</sub> is 210.29, <italic>B</italic>
<sub>2</sub> is -0.41 when the <italic>G</italic>
<sub>c</sub> is smaller than <italic>G</italic>
<sub>cth</sub>, and <italic>A</italic>
<sub>2</sub> is 216.48, and <italic>B</italic>
<sub>2</sub> is -0.53 when the <italic>G</italic>
<sub>c</sub> is larger than <italic>G</italic>
<sub>cth</sub>.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Relationship between the normalized shear wave velocity and <italic>e</italic>
<sub>sk</sub> of the mixtures.</p>
</caption>
<graphic xlink:href="feart-10-1076098-g009.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Applicability validation of <italic>V</italic>
<sub>s</sub> prediction method</title>
<p>A series of bending element tests were conducted by <xref ref-type="bibr" rid="B13">Choo and Burns (2015)</xref> and <xref ref-type="bibr" rid="B27">Oka et al. (2018)</xref> to investigate the effects of fine granular content (<italic>FC</italic>) on <italic>V</italic>
<sub>s</sub> of coarse and fine granular mixtures. In this section, test data published in the previous literature were used to further verify the applicability of Eq. <xref ref-type="disp-formula" rid="e6">6</xref> for two types of coarse and fine granular mixtures. The <italic>V</italic>
<sub>s</sub> versus <italic>e</italic>
<sub>sk</sub> curves for two types of coarse and fine granular mixtures are shown in <xref ref-type="fig" rid="F10">Figure 10</xref>. It can be clearly observed that <italic>e</italic>
<sub>sk</sub> can normalize <italic>V</italic>
<sub>s</sub>, indicating that it is reasonable for <italic>e</italic>
<sub>sk</sub> to <italic>V</italic>
<sub>s</sub> of coarse and fine granular mixtures.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Relationship between <italic>V</italic>
<sub>s</sub> and <italic>e</italic>
<sub>sk</sub> for two types of coarse and fine granular mixtures obtained from the literature.</p>
</caption>
<graphic xlink:href="feart-10-1076098-g010.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>In this paper, a series of bending element tests are conducted to investigate the shear wave velocity <italic>V</italic>
<sub>s</sub> of the sand-gravel mixtures. Sand as the base soil and different contents of gravel are considered in the testing program. Moreover, bending element tests are performed at three relative densities of 30%, 45%, and 70% under an effective confining pressure of 50, 100, 200, 300, and 400&#xa0;kPa.</p>
<p>Results of the tests illustrate that for a given <italic>D</italic>
<sub>r</sub> and <inline-formula id="inf24">
<mml:math id="m30">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>, the <italic>V</italic>
<sub>s</sub> increases and then decreases with the rise in <italic>G</italic>
<sub>c</sub>. Moreover, the <italic>V</italic>
<sub>s</sub> increases with the increase in <italic>D</italic>
<sub>r</sub> and <inline-formula id="inf25">
<mml:math id="m31">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> under the same <italic>G</italic>
<sub>c</sub>. The relationship between the <italic>V</italic>
<sub>s</sub> and <inline-formula id="inf26">
<mml:math id="m32">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> can be described using an exponential function. The fitting parameter <italic>n</italic> increases with the increase in <italic>C</italic>
<sub>u,</sub> and the relationship between <italic>n</italic> and <italic>C</italic>
<sub>u</sub> can be described using a power function.</p>
<p>The <italic>e</italic> is not a reasonable parameter to describe the dense state of the sand-gravel mixtures. A new <italic>V</italic>
<sub>s</sub> prediction model is proposed based on intergranular contact state theory, including the skeleton void ratio <italic>e</italic>
<sub>sk</sub>. The <inline-formula id="inf27">
<mml:math id="m33">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> decreases with the increase in <italic>e</italic>
<sub>sk</sub>, and the relationship between the <inline-formula id="inf28">
<mml:math id="m34">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> and <italic>e</italic>
<sub>sk</sub> can be described using a power function. The applicability of the proposed model is validated using published data regarding two types of coarse and fine granular mixtures.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>KC: Conceptualization, Methodology, Writing&#x2014;original draft, Funding acquisition. HW: Data curation, Visualization. YF: Conceptualization, Writing&#x2014;review and editing, Supervision. QW: Writing&#x2014;review and editing, Funding acquisition.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work is supported by the Natural Science Foundation of China (Grant No. 52208351), the Scientific and Technological Projects of Henan Province (Grant No. 222102320296), and the Start-Up Foundation of the Nanyang Institute of Technology (Grant No. NGBJ-2020-08).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<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="s9">
<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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