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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">1131128</article-id>
<article-id pub-id-type="doi">10.3389/feart.2023.1131128</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>Determination of hydraulic parameters of non-linear consolidation clay layers by type curve method</article-title>
<alt-title alt-title-type="left-running-head">Wang 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.2023.1131128">10.3389/feart.2023.1131128</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Ruizhe</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/2226818/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Li</surname>
<given-names>Zhaofeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1976430/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Mo</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>Zhang</surname>
<given-names>Qiang</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/2112610/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Illman</surname>
<given-names>Walter A.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2190528/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Hao</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">
<sup>1</sup>
<institution>State Key Laboratory of Geohazard Prevention and Geoenvironment Protection</institution>, <institution>Chengdu University of Technology</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>College of Environment and Civil Engineering</institution>, <institution>Chengdu University of Technology</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Earth and Environmental Sciences</institution>, <institution>University of Waterloo</institution>, <addr-line>Waterloo</addr-line>, <addr-line>ON</addr-line>, <country>Canada</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/857687/overview">Xiaoping Zhou</ext-link>, Chongqing 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/2012649/overview">Nan Xiao</ext-link>, Changsha University of Science and Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2184188/overview">Jinguo Wang</ext-link>, Hohai University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2184846/overview">Yundong Shou</ext-link>, Wuhan University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Zhaofeng Li, <email>lizhaofeng17@cdut.edu.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>07</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1131128</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Wang, Li, Xu, Zhang, Illman and Li.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Wang, Li, Xu, Zhang, Illman and Li</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The consolidation of clay layers is of great significance for groundwater environmental protection, groundwater storage utilization, and land subsidence. In this study, the governing equation for the excess pore water pressure during the non-linear consolidation process of clay layers under load conditions is obtained based on the one-dimensional non-linear consolidation theory. Analytical solutions are then derived for clay layers with single or double drainage caused by the dissipation of the excess pore water pressure. With these analytical solutions, the groundwater dynamics and deformation of the clay layer are analyzed. Correspondingly, a type curve method is proposed to calculate the hydraulic parameters of the clay layer through laboratory experiments, which verifies the reliability of the analytical solutions. The study results show that the deformation of the clay layer predicted by the non-linear consolidation theory is smaller than that predicted by the linear consolidation theory. The deformation of the clay layer increases with the increase in the thickness of the clay layer, the compressive index, and the overburden load, while it decreases with the increase in the initial void ratio and the initial effective stress. The stable time, at which the consolidation of the clay layer is completed, increases with the increase in the compression index and the thickness of the clay layer, while it decreases with the increase in the initial void ratio, the initial effective stress, and the initial hydraulic conductivity. It does not vary with the load pressure. Conclusively, the deformation prediction based on the non-linear consolidation theory is more accurate and applicable to further load pressures.</p>
</abstract>
<kwd-group>
<kwd>non-linear consolidation clay layer</kwd>
<kwd>analytical solution</kwd>
<kwd>deformation</kwd>
<kwd>hydraulic parameters</kwd>
<kwd>type curve method</kwd>
</kwd-group>
<contract-num rid="cn001">SKLGP 2021K023</contract-num>
<contract-num rid="cn002">41702253</contract-num>
<contract-sponsor id="cn001">State Key Laboratory of Geohazard Prevention and Geoenvironment Protection<named-content content-type="fundref-id">10.13039/501100011171</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Highlights</title>
<p>
<list list-type="simple">
<list-item>
<p>&#x2022; Analytical solutions of deformation for clay layer(s) undergoing nonlinear consolidation are derived.</p>
</list-item>
<list-item>
<p>&#x2022; A type curve method is proposed to determine the hydraulic parameters of clay layers.</p>
</list-item>
<list-item>
<p>&#x2022; The deformation of the clay layer increases with the increase in the compression index, thickness, and overburden load, and with the decrease in the initial void ratio and initial effective stress.</p>
</list-item>
</list>
</p>
</sec>
<sec id="s2">
<title>1 Introduction</title>
<p>With global population growth and economic development, groundwater pollution and geological disasters induced by human activities are becoming increasingly serious, threatening the sustainable development of human society (<xref ref-type="bibr" rid="B7">Gorelick and Zheng, 2015</xref>; <xref ref-type="bibr" rid="B11">Jia et al., 2020</xref>; <xref ref-type="bibr" rid="B18">Luo et al., 2020</xref>; <xref ref-type="bibr" rid="B24">Shu et al., 2022</xref>; <xref ref-type="bibr" rid="B33">Zhang et al., 2023</xref>). Clayey soils widely cover the surface of basins, plains, seabed, and groundwater aquifer systems, such as the Yangtze Delta in China and the Virginia coastal plain aquifer system in the U.S. (<xref ref-type="bibr" rid="B12">Konikow and Neuzil, 2007</xref>; <xref ref-type="bibr" rid="B10">Guo and Li, 2015</xref>). Clay and silt are the main components of aquitards, and the hydraulic characteristics of aquitards are closely related to groundwater environmental protection, groundwater storage utilization, and land subsidence (<xref ref-type="bibr" rid="B15">Li et al., 2017</xref>; <xref ref-type="bibr" rid="B14">Li et al., 2019</xref>; <xref ref-type="bibr" rid="B9">Guo et al., 2022</xref>). In addition, clay soil is a significant component of the liner systems installed at hazardous waste disposal sites (e.g., municipal solid waste landfills and nuclear waste disposal sites), thus it has a positive effect on the protection of the water and soil environment around the site, and is an important component of building foundations, dam seepage control systems, mine tailings dams, <italic>etc.</italic> (<xref ref-type="bibr" rid="B21">Neuzil, 1986</xref>; <xref ref-type="bibr" rid="B31">Xue et al., 2005</xref>; <xref ref-type="bibr" rid="B42">Zhou et al., 2013</xref>; <xref ref-type="bibr" rid="B22">Nicholls et al., 2021</xref>; <xref ref-type="bibr" rid="B32">Yan et al., 2021</xref>; <xref ref-type="bibr" rid="B43">Zhu et al., 2021</xref>). Therefore, it is important to determine the deformation of the clay layer and its hydraulic parameters for groundwater environmental protection and geological disaster prevention.</p>
<p>Many studies have been conducted on the consolidation and drainage of aquitards (<xref ref-type="bibr" rid="B45">Zhuang et al., 2020</xref>; <xref ref-type="bibr" rid="B44">Zhuang et al., 2021</xref>). <xref ref-type="bibr" rid="B42">Zhou et al. (2013)</xref> derived an analytical solution to describe the change of excess pore water pressure in an aquitard based on Terzaghi&#x2019;s one-dimensional consolidation theory. The drawdown was considered to be a constant in an adjacent aquifer and was verified by laboratory tests. <xref ref-type="bibr" rid="B13">Li et al. (2016)</xref> proposed a method for estimating the water release from an aquitard during the entire mining history or a limited period, then applied the method to the aquifer system in the Su-Xi-Chang area, but the groundwater level data were insufficient in the study. In addition, <xref ref-type="bibr" rid="B16">Li et al. (2018)</xref> proposed a governing equation of drawdown variation to describe the one-dimensional large-strain consolidation behavior of an aquitard without creep effects and derived an analytical solution for the deformation of a large-strain aquitard under a sudden drawdown in an adjacent aquifer.</p>
<p>In addition, many scholars in soil mechanics and hydrogeology have studied the consolidation and deformation of clay layers (<xref ref-type="bibr" rid="B2">Chen et al., 2021</xref>; <xref ref-type="bibr" rid="B17">Liu et al., 2021</xref>; <xref ref-type="bibr" rid="B27">Wang et al., 2021</xref>). <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref> derived a completely explicit analytical solution for one-dimensional large-strain consolidation in thick and thin soil layers and compared it with the classical small-strain theory. They also extensively studied the non-linear consolidation properties of clays. <xref ref-type="bibr" rid="B3">Davis and Raymond, (1965)</xref> pointed out that Terzaghi&#x2019;s one-dimensional linear consolidation theory cannot accurately predict the dissipation rate of pore pressure. <xref ref-type="bibr" rid="B6">Gibson et al. (1981)</xref> proposed a consistent theory for finite-strain consolidation of thick and uniform clay layers under load and found that the traditional consolidation theories may seriously underestimate excess pore water pressure in soft soil layers. Considering the complex non-linearity of materials and the geometric characteristics of the soil consolidation process, <xref ref-type="bibr" rid="B28">Wu et al. (2010)</xref> derived an analytical solution and obtained the variation law of soil effective stress and void ratio under different conditions through finite element numerical analysis. <xref ref-type="bibr" rid="B19">Ma et al. (2021)</xref> established a settlement calculation model for soft soil foundations, developed a method to determine the deformation modulus of the soil before and after damage under load, and proposed a non-linear settlement calculation method considering the structural characteristics of soft clay. The effect of temperature and chemical properties of pore water on the seepage and compression of cohesive soils was also analyzed (<xref ref-type="bibr" rid="B1">Abdullah et al., 1999</xref>; <xref ref-type="bibr" rid="B23">Romero et al., 2001</xref>; <xref ref-type="bibr" rid="B4">Deng et al., 2014</xref>).</p>
<p>Moreover, research on soil permeability is also in full swing. <xref ref-type="bibr" rid="B41">Zhou et al. (2020)</xref> and <xref ref-type="bibr" rid="B39">Zhao et al. (2020)</xref> proposed a novel double threshold segmentation algorithm to segment cracks, pores, and grains, and pore-scale variables are defined and extracted from these X-ray CT images to study the geometric characteristics of microstructures of porous geomaterials. <xref ref-type="bibr" rid="B36">Zhao and Zhou, (2020a)</xref>, <xref ref-type="bibr" rid="B37">Zhao and Zhou, (2020b)</xref>, <xref ref-type="bibr" rid="B35">Zhao and Zhou, (2022)</xref>; <xref ref-type="bibr" rid="B34">Zhao, et al. (2022)</xref>; <xref ref-type="bibr" rid="B40">Zhou and Zhao, (2019)</xref> successfully predicted the permeability of soil by establishing a model through X-ray CT imaging test, analyzed the internal microstructures of FC and their effects on the compressive strength and permeability, and studied the hydraulic transport properties and fluid flow in single fractures from different projection directions. <xref ref-type="bibr" rid="B38">Zhao et al. (2021)</xref> established a digital quantum mechanism-based neural network (DQNN) to study the permeability using digital porosity, coordination number, and pore network size.</p>
<p>The prediction accuracy of consolidation and deformation processes for an aquitard is obviously affected by the uncertainties and errors in the values of hydraulic properties of the clay layer. Based on laboratory testing data, <xref ref-type="bibr" rid="B8">Gregory et al. (2006)</xref> proposed several methods to calculate the compressive index and precompression stress from soil compressive test data. An analytical method was proposed to determine the hydrogeological parameters using the data of deformation for a large-strain aquitard (<xref ref-type="bibr" rid="B16">Li et al., 2018</xref>). Given that previous analytical solutions were limited by the assumption of a constant head of an overlying unpressurized aquifer, <xref ref-type="bibr" rid="B46">Zhuang et al. (2015)</xref> proposed a type curve method for linear drawdown and deformation cases to estimate the hydrogeological parameters of an aquitard in an aquifer system.</p>
<p>Terzaghi&#x2019;s one-dimensional linear consolidation (<xref ref-type="bibr" rid="B25">Terzaghi, 1943</xref>) problem is a classic problem in soil mechanics and is the most generally used theory for the consolidation of saturated soils. However, saturated clay soils have obvious non-linear trends during consolidation (<xref ref-type="bibr" rid="B5">Gibson et al., 1967</xref>; <xref ref-type="bibr" rid="B6">Gibson et al., 1981</xref>; <xref ref-type="bibr" rid="B29">Xie and Leo, 2004</xref>). Under the condition that the drawdown of adjacent aquifers is constant, <xref ref-type="bibr" rid="B18">Luo et al. (2020)</xref> derived an analytical solution to calculate the drawdown and water release of an aquitard undergoing non-linear consolidation described by <xref ref-type="bibr" rid="B5">Gibson et al. (1967)</xref> and proposed a type curve approach to determine the hydraulic parameters of the aquitard. Moreover, many researchers have studied the non-linear consolidation properties of clay by means of analytical solutions or combined analytical solutions with laboratory experiments under the premise that the reduction of permeability is proportional to the reduction of compressibility (<inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) (<xref ref-type="bibr" rid="B3">Davis and Raymond, 1965</xref>; <xref ref-type="bibr" rid="B30">Xie et al., 2002</xref>; <xref ref-type="bibr" rid="B28">Wu et al., 2010</xref>; <xref ref-type="bibr" rid="B18">Luo et al., 2020</xref>). To the authors&#x2019; knowledge, no analytical method has been proposed to determine the hydraulic parameters of clay layers undergoing non-linear consolidation under an overburden load condition. Such a new solution would be useful to analyze the non-linear consolidation phenomenon of clay in practical engineering problems, such as soft soil building foundations and landfill clay liners.</p>
<p>Based on the one-dimensional non-linear consolidation theory developed by (<xref ref-type="bibr" rid="B5">Gibson et al., 1967</xref>; <xref ref-type="bibr" rid="B6">Gibson et al., 1981</xref>), this study first derived the analytical solutions of the excess pore water pressure and the deformation in accordance with Darcy&#x2019;s law under constant overburden load. Next, the deformation of clay layers with single or double drainage, i.e., singly (SDCL) or doubly draining clay layer (DDCL), was analyzed, and the factors for the deformation were explored by analyzing the sensitivity of multiple parameters. In addition, through a laboratory single and double drainage consolidation test, a type curve approach based on the analytical solutions of non-linear consolidation theory was developed to determine the hydraulic parameters of clay layers and to verify the theoretical research presented in this study.</p>
</sec>
<sec id="s3">
<title>2 Mathematical model and analytical solutions</title>
<sec id="s3-1">
<title>2.1 Governing equation for the consolidation of clay layers</title>
<p>The schematic diagram of the one-dimensional non-linear consolidation of a clay layer under an overlying load condition is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, in which the thickness of the clay layer is <inline-formula id="inf2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. Using the Lagrangian coordinate system, <inline-formula id="inf3">
<mml:math id="m3">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (L) is positive vertically downward, and the origin is located at the top of the clay layer.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic diagram of 1-D non-linear consolidation of a clay layer under an overlying load.</p>
</caption>
<graphic xlink:href="feart-11-1131128-g001.tif"/>
</fig>
<p>
<xref ref-type="bibr" rid="B5">Gibson et al. (1967)</xref>; <xref ref-type="bibr" rid="B6">Gibson et al. (1981)</xref> gave a governing equation for the non-linear consolidation of large-deformed soil layers (one-dimensional non-linear consolidation theory) governed by the void ratio <inline-formula id="inf4">
<mml:math id="m4">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, while ignoring the self-weight effect of the soil.<disp-formula id="e1">
<mml:math id="m5">
<mml:mrow>
<mml:mfrac>
<mml:mo>&#x2202;</mml:mo>
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</mml:msup>
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<mml:mi>e</mml:mi>
</mml:mrow>
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<mml:mo>&#x2202;</mml:mo>
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</mml:msub>
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</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
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<mml:mi>t</mml:mi>
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<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <inline-formula id="inf5">
<mml:math id="m6">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the void ratio (dimensionless), <inline-formula id="inf6">
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<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is the hydraulic conductivity (LT<sup>-1</sup>), which is the function of <inline-formula id="inf8">
<mml:math id="m9">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>; <inline-formula id="inf9">
<mml:math id="m10">
<mml:mrow>
<mml:msup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> is the effective stress (ML<sup>-1</sup>T<sup>-2</sup>), <inline-formula id="inf10">
<mml:math id="m11">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the time (T), and <inline-formula id="inf11">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b3;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the unit weight of water (ML<sup>-2</sup>T<sup>-2</sup>).</p>
<p>The one-dimensional non-linear consolidation theory is assumed here (<xref ref-type="bibr" rid="B18">Luo et al., 2020</xref>): 1) the water flow in the clay layer obeys Darcy&#x2019;s law while one-dimensional consolidation of the saturated clay layer occurs; 2) the compression of the clay layer equals the cumulative water release from the clay layer per unit area, because the compressibility of soil particles and pore water is significantly less than that of soil skeleton, and the soil particles and pore water are assumed to be incompressible; 3) <inline-formula id="inf12">
<mml:math id="m13">
<mml:mrow>
<mml:msup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf13">
<mml:math id="m14">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> of the clay layer corresponding to the <inline-formula id="inf14">
<mml:math id="m15">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> are in accordance with the compression and permeability models (Eqs <xref ref-type="disp-formula" rid="e2">2</xref>, <xref ref-type="disp-formula" rid="e3">3</xref>), respectively (<xref ref-type="bibr" rid="B20">Mitchell, 1993</xref>):<disp-formula id="e2">
<mml:math id="m16">
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
<disp-formula id="e3">
<mml:math id="m17">
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where <inline-formula id="inf15">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the compression index (dimensionless), <inline-formula id="inf16">
<mml:math id="m19">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is the initial effective stress (ML<sup>-1</sup>T<sup>-2</sup>), <inline-formula id="inf17">
<mml:math id="m20">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the penetration index (dimensionless), and <inline-formula id="inf18">
<mml:math id="m21">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is the initial hydraulic conductivity; 4) the clay layer undergoes normal consolidation, and the non-linear variations of the soil compressibility during the consolidation period are assumed to obey Eq. <xref ref-type="disp-formula" rid="e4">4</xref> (<xref ref-type="bibr" rid="B28">Wu et al., 2010</xref>), and the creep effect is not considered here.<disp-formula id="e4">
<mml:math id="m22">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>where <inline-formula id="inf19">
<mml:math id="m23">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the final void ratio, which can be calculated by Eq. <xref ref-type="disp-formula" rid="e2">2</xref> using the ultimate effective stress <inline-formula id="inf20">
<mml:math id="m24">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> at the end of clay layer consolidation, and <inline-formula id="inf21">
<mml:math id="m25">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is equal to the sum of <inline-formula id="inf22">
<mml:math id="m26">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> and additional effective stress caused by the overlying load above the clay layer.</p>
<p>Furthermore, the principle of effective stress is observed in the clay layer,<disp-formula id="e5">
<mml:math id="m27">
<mml:mrow>
<mml:msup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>p</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>where <inline-formula id="inf23">
<mml:math id="m28">
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the load due to some overlying structure or layers (ML<sup>-1</sup>T<sup>-2</sup>), and <inline-formula id="inf24">
<mml:math id="m29">
<mml:mrow>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is the excess pore water pressure at position <inline-formula id="inf25">
<mml:math id="m30">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in the clay layer at time <inline-formula id="inf26">
<mml:math id="m31">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (ML<sup>-1</sup>T<sup>-2</sup>).</p>
<p>It is assumed that the volumetric compressibility and hydraulic conductivity of the clay layer decrease proportionally (i.e., <inline-formula id="inf27">
<mml:math id="m32">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) during consolidation and the corresponding consolidation process (<xref ref-type="bibr" rid="B3">Davis and Raymond, 1965</xref>; <xref ref-type="bibr" rid="B30">Xie et al., 2002</xref>; <xref ref-type="bibr" rid="B28">Wu et al., 2010</xref>; <xref ref-type="bibr" rid="B18">Luo et al., 2020</xref>). The initial effective stress (<inline-formula id="inf28">
<mml:math id="m33">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, geostatic stress) is distributed uniformly through the entire thickness and has little effect on a thin clay layer, and the calculation error of the water released from a thick clay layer will be greater (<xref ref-type="bibr" rid="B5">Gibson et al., 1967</xref>; <xref ref-type="bibr" rid="B6">Gibson et al., 1981</xref>). Substituting Eqs <xref ref-type="disp-formula" rid="e2">2</xref>&#x2013;<xref ref-type="disp-formula" rid="e5">5</xref> into Eq. <xref ref-type="disp-formula" rid="e1">1</xref>, the governing equation for the dissipation of excess pore water pressure through a clay layer undergoing one-dimensional non-linear consolidation can be obtained, namely,<disp-formula id="e6">
<mml:math id="m34">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mo>&#x2202;</mml:mo>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mi>u</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:msup>
<mml:mi>a</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>p</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>u</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>u</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<p>Eq. <xref ref-type="disp-formula" rid="e6">6</xref> uses excess pore water pressure <inline-formula id="inf29">
<mml:math id="m35">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> as the primary variable, and<disp-formula id="e7">
<mml:math id="m36">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>ln</mml:mi>
<mml:mn>10</mml:mn>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b3;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>which is closely related to the coefficient of consolidation (<inline-formula id="inf30">
<mml:math id="m37">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>v</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) in Terzaghi&#x2019;s one-dimensional linear consolidation theory (L<sup>2</sup>T<sup>-1</sup>). In addition, <inline-formula id="inf31">
<mml:math id="m38">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> relies on the values of <inline-formula id="inf32">
<mml:math id="m39">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf33">
<mml:math id="m40">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf34">
<mml:math id="m41">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf35">
<mml:math id="m42">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf36">
<mml:math id="m43">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</sec>
<sec id="s3-2">
<title>2.2 Analytical solutions</title>
<p>Under the conditions of SDCL and DDCL, <inline-formula id="inf37">
<mml:math id="m44">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in the clay layer can be obtained through the governing equation (Eq. <xref ref-type="disp-formula" rid="e6">6</xref>) with the following initial and boundary conditions (Eqs <xref ref-type="disp-formula" rid="e8">8</xref>&#x2013;<xref ref-type="disp-formula" rid="e10">10</xref>). Here, the overlying load is assumed to be constant.<disp-formula id="e8">
<mml:math id="m45">
<mml:mrow>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>p</mml:mi>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mn>0</mml:mn>
<mml:mo>&#x3c;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>&#x3c;</mml:mo>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>
<disp-formula id="e9">
<mml:math id="m46">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>u</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mi>a</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
<disp-formula id="e10">
<mml:math id="m47">
<mml:mrow>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mi>t</mml:mi>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>
</p>
<p>The variations of excess pore water pressure <inline-formula id="inf38">
<mml:math id="m48">
<mml:mrow>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> in SDCL and DDCL can be obtained using the variable transformation and characteristic function method, respectively, and expressed as follows:<disp-formula id="e11">
<mml:math id="m49">
<mml:mrow>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>l</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:mi>cos</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
<mml:mi>l</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>
<disp-formula id="e12">
<mml:math id="m50">
<mml:mrow>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mfenced open="" close="]" separators="|">
<mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="[" close=")" separators="|">
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:mi>sin</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
<mml:mi>l</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>where <inline-formula id="inf39">
<mml:math id="m51">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, the subscripts 1 and 2 of the symbols correspond to the case of single-sided drainage and double-sided drainage, respectively, and the detailed derivations are provided in <xref ref-type="app" rid="app1">Appendix A, B</xref>, respectively.</p>
<p>The void ratio <inline-formula id="inf40">
<mml:math id="m52">
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> variation for SDCL and DDCL can be obtained by substituting Eqs <xref ref-type="disp-formula" rid="e9">9</xref>, <xref ref-type="disp-formula" rid="e10">10</xref>, respectively, with the assumption proposed by <xref ref-type="bibr" rid="B20">Mitchell (1993)</xref>.<disp-formula id="e13">
<mml:math id="m53">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>l</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:mi>cos</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
<mml:mi>l</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(13)</label>
</disp-formula>
<disp-formula id="e14">
<mml:math id="m54">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mfenced open="" close="]" separators="|">
<mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="[" close=")" separators="|">
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:mi>sin</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
<mml:mi>l</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(14)</label>
</disp-formula>
</p>
<p>Similarly, the hydraulic conductivity <inline-formula id="inf41">
<mml:math id="m55">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> variation for SDCL and DDCL can be derived, respectively.<disp-formula id="e15">
<mml:math id="m56">
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<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:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:mi>cos</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
<mml:mi>l</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(15)</label>
</disp-formula>
<disp-formula id="e16">
<mml:math id="m57">
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<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:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mfenced open="" close="]" separators="|">
<mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="[" close=")" separators="|">
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:mi>sin</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
<mml:mi>l</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(16)</label>
</disp-formula>
</p>
<p>Based on Darcy&#x2019;s law of seepage, the dimensionless flow velocity <inline-formula id="inf42">
<mml:math id="m58">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>a</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> for SDCL and DDCL can be obtained, respectively.<disp-formula id="e17">
<mml:math id="m59">
<mml:mrow>
<mml:msub>
<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>a</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:msup>
<mml:mi>sin</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mover accent="true">
<mml:mi>a</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(17)</label>
</disp-formula>
<disp-formula id="e18">
<mml:math id="m60">
<mml:mrow>
<mml:msub>
<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>a</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="[" close=")" separators="|">
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>]</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:msup>
<mml:mi>cos</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mover accent="true">
<mml:mi>a</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(18)</label>
</disp-formula>where <inline-formula id="inf43">
<mml:math id="m61">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>a</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>ln</mml:mi>
<mml:mn>10</mml:mn>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b3;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is the flow velocity at position <inline-formula id="inf44">
<mml:math id="m62">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and time <inline-formula id="inf45">
<mml:math id="m63">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in SDCL and DDCL (L<sup>3</sup>T<sup>&#x2212;1</sup>), <inline-formula id="inf46">
<mml:math id="m64">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>a</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the dimensionless form of <inline-formula id="inf47">
<mml:math id="m65">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf48">
<mml:math id="m66">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mi>t</mml:mi>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> is the dimensionless time.</p>
<p>According to the water balance principle, the dimensionless rate of water release for the SDCL and DDCL per unit horizontal area <inline-formula id="inf49">
<mml:math id="m67">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, respectively, where <inline-formula id="inf50">
<mml:math id="m68">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf51">
<mml:math id="m69">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> represent the flow velocity at the upper and lower clay layer interfaces, respectively.<disp-formula id="e19">
<mml:math id="m70">
<mml:mrow>
<mml:msub>
<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(19)</label>
</disp-formula>
<disp-formula id="e20">
<mml:math id="m71">
<mml:mrow>
<mml:msub>
<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>4</mml:mn>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="[" close="" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msup>
<mml:mo>]</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(20)</label>
</disp-formula>
</p>
<p>By integrating Eqs <xref ref-type="disp-formula" rid="e17">17</xref>, <xref ref-type="disp-formula" rid="e18">18</xref> over time, the cumulative water fluxes per unit horizontal area of SDCL and DDCL can be obtained, respectively.<disp-formula id="e21">
<mml:math id="m72">
<mml:mrow>
<mml:msub>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>a</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mi>sin</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mover accent="true">
<mml:mi>a</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
<label>(21)</label>
</disp-formula>
<disp-formula id="e22">
<mml:math id="m73">
<mml:mrow>
<mml:msub>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>a</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
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</mml:math>
<label>(22)</label>
</disp-formula>
</p>
<p>Owing to the above assumption about the incompressibility of soil particles, the accumulated released water per unit area of SDCL and DDCL <inline-formula id="inf52">
<mml:math id="m74">
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</inline-formula>, which is equal to the deformation of the clay layer.<disp-formula id="e23">
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<mml:mrow>
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</mml:mfrac>
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</mml:mfenced>
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<mml:mn>2</mml:mn>
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</mml:math>
<label>(23)</label>
</disp-formula>
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<label>(24)</label>
</disp-formula>where <inline-formula id="inf53">
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</inline-formula> is the deformation of SDCL and DDCL (L). The analytical solutions proposed above are compared with the solution based on one-dimensional linear consolidation theory, where the former considers the non-linear variation of compressibility and permeability during the consolidation of the clay layer (<xref ref-type="bibr" rid="B20">Mitchell, 1993</xref>). Therefore, the proposed solution is more practical and accurate in estimating deformation and consolidation problems than the conventional linear theory, especially for newly formed soft sedimentary soils.</p>
</sec>
<sec id="s3-3">
<title>2.3 Dimensionless analysis</title>
<p>
<xref ref-type="fig" rid="F2">Figure 2A</xref> shows that the evolution of <inline-formula id="inf54">
<mml:math id="m78">
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</mml:mover>
</mml:mrow>
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</inline-formula> with <inline-formula id="inf55">
<mml:math id="m79">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
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</mml:mrow>
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</inline-formula>. <inline-formula id="inf56">
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<mml:mrow>
<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
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</inline-formula> is always equal to 0, which leads to <inline-formula id="inf57">
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</inline-formula> for SDCL; while the flow values at the upper and lower clay layer interfaces for DDCL are equal, but in the opposite direction. It is obvious that both SDCL and DDCL have the same variation law: 1) In the early stage of the consolidation process, due to the abrupt overlying load at the initial time, <inline-formula id="inf58">
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</inline-formula> in the clay layer instantaneously reaches the maximum value, and <inline-formula id="inf59">
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</inline-formula> decreases significantly over time. The value of <inline-formula id="inf60">
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<mml:mfenced open="(" close=")" separators="|">
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</inline-formula> of DDCL is greater than that of SDCL. 2) The value of <inline-formula id="inf61">
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</inline-formula> gradually decreases and tends to 0 in the second stage of the consolidation process, while <inline-formula id="inf62">
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</mml:mrow>
</mml:math>
</inline-formula> gradually dissipates. When <inline-formula id="inf63">
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<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
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</mml:mrow>
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</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> approaches 0, the consolidation of the clay layer is completed.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A)</bold> <inline-formula id="inf64">
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<mml:mrow>
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</inline-formula> <italic>versus</italic> <inline-formula id="inf65">
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</inline-formula> curve of SDCL and DDCL. <bold>(B)</bold> <inline-formula id="inf66">
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</inline-formula> <italic>versus</italic> <inline-formula id="inf67">
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</mml:mrow>
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</inline-formula> curve of SDCL and DDCL.</p>
</caption>
<graphic xlink:href="feart-11-1131128-g002.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F2">Figure 2B</xref> shows the deformation in SDCL and DDCL. Obviously, the <inline-formula id="inf68">
<mml:math id="m92">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> curve also has the same variation characteristics as the <inline-formula id="inf69">
<mml:math id="m93">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> curve. The <inline-formula id="inf70">
<mml:math id="m94">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> of SDCL is equal to <inline-formula id="inf71">
<mml:math id="m95">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, and the <inline-formula id="inf72">
<mml:math id="m96">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> of DDCL is equal to the sum of <inline-formula id="inf73">
<mml:math id="m97">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf74">
<mml:math id="m98">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. The deformation of the clay layer increases significantly in the early stage of the consolidation process, and then gradually approaches a stable value. At the end of consolidation, the dimensionless deformation of DDCL is the same as that of SDCL. The time to complete consolidation for SDCL is four times longer than that for DDCL.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s4">
<title>3 Results and discussion</title>
<p>In order to evaluate the above analytical solutions, the values of <inline-formula id="inf75">
<mml:math id="m99">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf76">
<mml:math id="m100">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf77">
<mml:math id="m101">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf78">
<mml:math id="m102">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> of SDCL and DDCL were calculated by case analysis. Then, the values of these parameters based on the one-dimensional linear consolidation theory and the analytical solutions proposed in this study (based on the one-dimensional non-linear consolidation theory) were compared. According to previous studies (<xref ref-type="bibr" rid="B28">Wu et al., 2010</xref>; <xref ref-type="bibr" rid="B18">Luo et al., 2020</xref>), the main parameters of the clay layer used in the case study are as follows: <inline-formula id="inf79">
<mml:math id="m103">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; <inline-formula id="inf80">
<mml:math id="m104">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 0.0532, <inline-formula id="inf81">
<mml:math id="m105">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 51&#xa0;kPa, <inline-formula id="inf82">
<mml:math id="m106">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 1.101, <inline-formula id="inf83">
<mml:math id="m107">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 2.10 &#xd7; 10<sup>&#x2212;5</sup>&#xa0;m/day, <inline-formula id="inf84">
<mml:math id="m108">
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 100&#xa0;kPa, and <inline-formula id="inf85">
<mml:math id="m109">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 10&#xa0;m. In the one-dimensional linear consolidation theory, the parameters of the clay layer were considered to be constant, such as <inline-formula id="inf86">
<mml:math id="m110">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf87">
<mml:math id="m111">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, and the coefficient of volume compressibility (<inline-formula id="inf88">
<mml:math id="m112">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>v</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) of the clay layer was obtained by <inline-formula id="inf89">
<mml:math id="m113">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>v</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>0.434</mml:mn>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
<p>The values of <inline-formula id="inf90">
<mml:math id="m114">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> at different times (<inline-formula id="inf91">
<mml:math id="m115">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 1, 3, 5, 10&#xa0;years) and positions (<inline-formula id="inf92">
<mml:math id="m116">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 1, 3, 5, 7, 9&#xa0;m) were calculated by the one-dimensional linear consolidation theory, and it was calculated by Eqs <xref ref-type="disp-formula" rid="e11">11</xref>, <xref ref-type="disp-formula" rid="e12">12</xref> for SDCL and DDCL, respectively. The results are shown in <xref ref-type="fig" rid="F3">Figure 3</xref>. Obviously, when <inline-formula id="inf93">
<mml:math id="m117">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 0, <inline-formula id="inf94">
<mml:math id="m118">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is equal to the overlying load <inline-formula id="inf95">
<mml:math id="m119">
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. From <xref ref-type="fig" rid="F3">Figure 3A</xref> and <xref ref-type="fig" rid="F3">Figure 3C</xref>, the value of <inline-formula id="inf96">
<mml:math id="m120">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in SDCL decreases with the increase in <inline-formula id="inf97">
<mml:math id="m121">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf98">
<mml:math id="m122">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. From <xref ref-type="fig" rid="F3">Figure 3B</xref> and <xref ref-type="fig" rid="F3">Figure 3D</xref>, the value of <inline-formula id="inf99">
<mml:math id="m123">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in DDCL decreases with the increase in <inline-formula id="inf100">
<mml:math id="m124">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. Meanwhile, the curve of <inline-formula id="inf101">
<mml:math id="m125">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is symmetric around <inline-formula id="inf102">
<mml:math id="m126">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d;5&#xa0;m, which means that the clay layer in the middle is the greatest. It was also found that the value of <inline-formula id="inf103">
<mml:math id="m127">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> predicted by Eqs <xref ref-type="disp-formula" rid="e11">11</xref>, <xref ref-type="disp-formula" rid="e12">12</xref> was greater than that by the linear consolidation theory, which indicated that the dissipation of <inline-formula id="inf104">
<mml:math id="m128">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> predicted by the non-linear consolidation theory was lower. The stable time <inline-formula id="inf105">
<mml:math id="m129">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.75</mml:mn>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> predicted by the two theories for the completion of the consolidation of the clay layer is the same. From <xref ref-type="fig" rid="F3">Figure 3</xref>, <inline-formula id="inf106">
<mml:math id="m130">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is about 21&#xa0;years for DDCL, which is close to a quarter of that of SDCL. This is because the length of the drainage path in SDCL is <inline-formula id="inf107">
<mml:math id="m131">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, which is approximately twice that of DDCL.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The <inline-formula id="inf108">
<mml:math id="m132">
<mml:mrow>
<mml:mi mathvariant="bold-italic">u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> <italic>versus</italic> <inline-formula id="inf109">
<mml:math id="m133">
<mml:mrow>
<mml:mi mathvariant="bold-italic">a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> curves at different times <inline-formula id="inf110">
<mml:math id="m134">
<mml:mrow>
<mml:mi mathvariant="bold-italic">t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in <bold>(A)</bold> SDCL and <bold>(B)</bold> DDCL; the <inline-formula id="inf111">
<mml:math id="m135">
<mml:mrow>
<mml:mi mathvariant="bold-italic">u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> <italic>versus</italic> <inline-formula id="inf112">
<mml:math id="m136">
<mml:mrow>
<mml:mi mathvariant="bold-italic">t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> curves at different positions <inline-formula id="inf113">
<mml:math id="m137">
<mml:mrow>
<mml:mi mathvariant="bold-italic">a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in <bold>(C)</bold> SDCL and <bold>(D)</bold> DDCL.</p>
</caption>
<graphic xlink:href="feart-11-1131128-g003.tif"/>
</fig>
<p>The values of <inline-formula id="inf114">
<mml:math id="m138">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> at different times and positions in SDCL and DDCL were calculated, and the results are shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. The results show that in SDCL, <inline-formula id="inf115">
<mml:math id="m139">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> decreases with the increase in <inline-formula id="inf116">
<mml:math id="m140">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, while in DDCL, it is symmetric around <inline-formula id="inf117">
<mml:math id="m141">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 5&#xa0;m. In both SDCL and DDCL, <inline-formula id="inf118">
<mml:math id="m142">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> eventually decreases to a stable value while the consolidation of the clay layer completes. The values of <inline-formula id="inf119">
<mml:math id="m143">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> predicted by linear and non-linear consolidation theories are 1.076 and 1.056, respectively, for the whole section of the clay layer. Moreover, the value of <inline-formula id="inf120">
<mml:math id="m144">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> predicted by non-linear consolidation theory is greater than that predicted by linear consolidation theory. The shapes of the graphs in <xref ref-type="fig" rid="F4">Figure 4</xref> are similar to those in <xref ref-type="fig" rid="F3">Figure 3</xref>, that is, the variation of <inline-formula id="inf121">
<mml:math id="m145">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> predicted by non-linear consolidation theory is similar to that of <inline-formula id="inf122">
<mml:math id="m146">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in the consolidation process of the clay layer.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>The <inline-formula id="inf123">
<mml:math id="m147">
<mml:mrow>
<mml:mi mathvariant="bold-italic">u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> <italic>versus</italic> <inline-formula id="inf124">
<mml:math id="m148">
<mml:mrow>
<mml:mi mathvariant="bold-italic">e</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> curves at different times <inline-formula id="inf125">
<mml:math id="m149">
<mml:mrow>
<mml:mi mathvariant="bold-italic">t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in <bold>(A)</bold> SDCL and <bold>(B)</bold> DDCL; the <inline-formula id="inf126">
<mml:math id="m150">
<mml:mrow>
<mml:mi mathvariant="bold-italic">e</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> <italic>versus</italic> <inline-formula id="inf127">
<mml:math id="m151">
<mml:mrow>
<mml:mi mathvariant="bold-italic">t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> curves at different positions <inline-formula id="inf128">
<mml:math id="m152">
<mml:mrow>
<mml:mi mathvariant="bold-italic">a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in <bold>(C)</bold> SDCL and <bold>(D)</bold> DDCL.</p>
</caption>
<graphic xlink:href="feart-11-1131128-g004.tif"/>
</fig>
<p>The spatial and temporal distributions of <inline-formula id="inf129">
<mml:math id="m153">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> in SDCL and DDCL were calculated by Eqs <xref ref-type="disp-formula" rid="e15">15</xref>, <xref ref-type="disp-formula" rid="e16">16</xref>, respectively. During the consolidation process of the clay layer, in SDCL, <inline-formula id="inf130">
<mml:math id="m154">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> decreases with the increase in <inline-formula id="inf131">
<mml:math id="m155">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf132">
<mml:math id="m156">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F5">Figure 5A</xref>; <xref ref-type="fig" rid="F5">Figure 5C</xref>); while in DDCL, <inline-formula id="inf133">
<mml:math id="m157">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> has a maximum value in the middle of the clay layer, and the upper and lower parts are symmetrical around <inline-formula id="inf134">
<mml:math id="m158">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 5&#xa0;m (<xref ref-type="fig" rid="F5">Figure 5B</xref>; <xref ref-type="fig" rid="F5">Figure 5D</xref>). For both conditions, <inline-formula id="inf135">
<mml:math id="m159">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> of the clay layer decreases by 66.2% from the initial value of 7.7 &#xd7; 10<sup>&#x2212;3</sup>&#xa0;m/year to 2.6 &#xd7; 10<sup>&#x2212;3</sup>&#xa0;m/year when the consolidation of the clay layer completes. That is, the variation of <inline-formula id="inf136">
<mml:math id="m160">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> corresponds to the changes in the void ratio in the consolidation process of the clay layer.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>The <inline-formula id="inf137">
<mml:math id="m161">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> <italic>versus</italic> <inline-formula id="inf138">
<mml:math id="m162">
<mml:mrow>
<mml:mi mathvariant="bold-italic">a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> curves at different times <inline-formula id="inf139">
<mml:math id="m163">
<mml:mrow>
<mml:mi mathvariant="bold-italic">t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in <bold>(A)</bold> SDCL and <bold>(B)</bold> DDCL; the <inline-formula id="inf140">
<mml:math id="m164">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> <italic>versus</italic> <inline-formula id="inf141">
<mml:math id="m165">
<mml:mrow>
<mml:mi mathvariant="bold-italic">t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> curves at different positions <inline-formula id="inf142">
<mml:math id="m166">
<mml:mrow>
<mml:mi mathvariant="bold-italic">a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in <bold>(C)</bold> SDCL and <bold>(D)</bold> DDCL.</p>
</caption>
<graphic xlink:href="feart-11-1131128-g005.tif"/>
</fig>
<p>The values of <inline-formula id="inf143">
<mml:math id="m167">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in SDCL and DDCL were calculated based on linear and non-linear consolidation theories, and the results are shown in <xref ref-type="fig" rid="F6">Figure 6</xref>. During the consolidation process of the clay layer, the deformation gradually increases to a stable value using both theories. In both SDCL and DDCL, the deformation predicted by each theory ends up being equal. Among them, the deformation predicted by Eqs <xref ref-type="disp-formula" rid="e23">23</xref>, <xref ref-type="disp-formula" rid="e24">24</xref> is 0.116&#xa0;m, which is significantly smaller than the deformation predicted by the one-dimensional linear consolidation theory (0.216&#xa0;m). The value of <inline-formula id="inf144">
<mml:math id="m168">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> predicted by both theories are the same, 21&#xa0;years for SDCL and 84&#xa0;years for DDCL.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Predicted <inline-formula id="inf145">
<mml:math id="m169">
<mml:mrow>
<mml:mi mathvariant="bold-italic">Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values in SDCL and DDCL.</p>
</caption>
<graphic xlink:href="feart-11-1131128-g006.tif"/>
</fig>
</sec>
<sec id="s5">
<title>4 Parametric sensitivity analysis</title>
<p>Under overlying load conditions, the deformation [<inline-formula id="inf146">
<mml:math id="m170">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>] of a clay layer depends on the hydraulic [<inline-formula id="inf147">
<mml:math id="m171">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>] and soil mechanical parameters [<inline-formula id="inf148">
<mml:math id="m172">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf149">
<mml:math id="m173">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf150">
<mml:math id="m174">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf151">
<mml:math id="m175">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf152">
<mml:math id="m176">
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>] of the clay layer. Since the <inline-formula id="inf153">
<mml:math id="m177">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values were the same for SDCL and DDCL, we analyzed the parametric sensitivity of <inline-formula id="inf154">
<mml:math id="m178">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> for DDCL by varying <inline-formula id="inf155">
<mml:math id="m179">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf156">
<mml:math id="m180">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf157">
<mml:math id="m181">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf158">
<mml:math id="m182">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf159">
<mml:math id="m183">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf160">
<mml:math id="m184">
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values taken in the above case study one by one through non-linear and linear consolidation theories.</p>
<p>
<xref ref-type="fig" rid="F7">Figure 7</xref> shows that the value of <inline-formula id="inf161">
<mml:math id="m185">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> predicted by Eq. <xref ref-type="disp-formula" rid="e24">24</xref> is smaller than that predicted by the one-dimensional linear consolidation theory. The difference in the final stable deformation calculated by linear and non-linear consolidation theories increases with increasing <inline-formula id="inf162">
<mml:math id="m186">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F7">Figure 7A</xref>), <inline-formula id="inf163">
<mml:math id="m187">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F7">Figure 7D</xref>), and <inline-formula id="inf164">
<mml:math id="m188">
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F7">Figure 7F</xref>) and decreasing <inline-formula id="inf165">
<mml:math id="m189">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F7">Figure 7B</xref>) and <inline-formula id="inf166">
<mml:math id="m190">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F7">Figure 7C</xref>), and it does not depend on the value of <inline-formula id="inf167">
<mml:math id="m191">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F7">Figure 7E</xref>). The value of <inline-formula id="inf168">
<mml:math id="m192">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> has a great effect on the <inline-formula id="inf169">
<mml:math id="m193">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> value of the clay layer (<xref ref-type="fig" rid="F7">Figure 7A</xref>). The value of <inline-formula id="inf170">
<mml:math id="m194">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> predicted by Eq. <xref ref-type="disp-formula" rid="e24">24</xref> increases non-linearly with the increase in <inline-formula id="inf171">
<mml:math id="m195">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, while that predicted by the one-dimensional linear consolidation theory increases linearly with the increase in <inline-formula id="inf172">
<mml:math id="m196">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. When <inline-formula id="inf173">
<mml:math id="m197">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 0.1, 0.2, 0.3, 0.4, and 0.5, the corresponding <inline-formula id="inf174">
<mml:math id="m198">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values predicted by Eq. <xref ref-type="disp-formula" rid="e24">24</xref> are 0.213, 0.421, 0.623, 0.823, and 1.016&#xa0;m, respectively; while the corresponding <inline-formula id="inf175">
<mml:math id="m199">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values predicted by the one-dimensional linear consolidation theory are 0.405, 0.811, 1.216, 1.621, and 2.027&#xa0;m, respectively. The predicted value of <inline-formula id="inf176">
<mml:math id="m200">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> increases with the increase in <inline-formula id="inf177">
<mml:math id="m201">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. When <inline-formula id="inf178">
<mml:math id="m202">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 0.1, 0.2, 0.3, 0.4, and 0.5, the predicted values of <inline-formula id="inf179">
<mml:math id="m203">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are 24.7, 54.6, 87.5, 140.4, and 142.1&#xa0;years, respectively.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>The <inline-formula id="inf180">
<mml:math id="m204">
<mml:mrow>
<mml:mi mathvariant="bold-italic">Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> of DDCL for different values of <bold>(A)</bold> <inline-formula id="inf181">
<mml:math id="m205">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mi mathvariant="bold-italic">c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <bold>(B)</bold> <inline-formula id="inf182">
<mml:math id="m206">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">e</mml:mi>
<mml:mn mathvariant="bold">0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <bold>(C)</bold> <inline-formula id="inf183">
<mml:math id="m207">
<mml:mrow>
<mml:msubsup>
<mml:mi mathvariant="bold-italic">&#x3c3;</mml:mi>
<mml:mn mathvariant="bold">0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, <bold>(D)</bold> <inline-formula id="inf184">
<mml:math id="m208">
<mml:mrow>
<mml:mi mathvariant="bold-italic">l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <bold>(E)</bold> <inline-formula id="inf185">
<mml:math id="m209">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">e</mml:mi>
<mml:mn mathvariant="bold">0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, and <bold>(F)</bold> <inline-formula id="inf186">
<mml:math id="m210">
<mml:mrow>
<mml:mi mathvariant="bold-italic">p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="feart-11-1131128-g007.tif"/>
</fig>
<p>The impact of <inline-formula id="inf187">
<mml:math id="m211">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> on <inline-formula id="inf188">
<mml:math id="m212">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is shown in <xref ref-type="fig" rid="F7">Figure 7B</xref>. From the figure, the <inline-formula id="inf189">
<mml:math id="m213">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values of the clay layer predicted by Eq. <xref ref-type="disp-formula" rid="e24">24</xref> and the linear consolidation theory decrease non-linearly with the increase in <inline-formula id="inf190">
<mml:math id="m214">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. When <inline-formula id="inf191">
<mml:math id="m215">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is 0.5, 1, 1.5, and 2, the calculated <inline-formula id="inf192">
<mml:math id="m216">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values by Eq. <xref ref-type="disp-formula" rid="e24">24</xref> are 0.159, 0.120, 0.096, and 0.080 m, respectively, and the <inline-formula id="inf193">
<mml:math id="m217">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values from the one-dimensional linear consolidation theory are 0.302, 0.226, 0.181, and 0.151&#xa0;m, respectively. The values of <inline-formula id="inf194">
<mml:math id="m218">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> increase with the increase in <inline-formula id="inf195">
<mml:math id="m219">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. When <inline-formula id="inf196">
<mml:math id="m220">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is 0.5, 1, 1.5, and 2, the obtained <inline-formula id="inf197">
<mml:math id="m221">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> values are 33.1, 15.8, 14.4, and 13.2&#xa0;years in DDCL, respectively.</p>
<p>The effect of <inline-formula id="inf198">
<mml:math id="m222">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> on <inline-formula id="inf199">
<mml:math id="m223">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is shown in <xref ref-type="fig" rid="F7">Figure 7C</xref>. When <inline-formula id="inf200">
<mml:math id="m224">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is 10, 20, 50, and 100&#xa0;kPa, the calculated <inline-formula id="inf201">
<mml:math id="m225">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values by Eq. <xref ref-type="disp-formula" rid="e24">24</xref> are 0.250, 0.187, 0.115, and 0.073&#xa0;m, respectively, and the calculated <inline-formula id="inf202">
<mml:math id="m226">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values by the one-dimensional linear consolidation theory are 1.10, 0.55, 0.22, and 0.11&#xa0;m, respectively. The value of <inline-formula id="inf203">
<mml:math id="m227">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> of the clay layer predicted by Eq.<xref ref-type="disp-formula" rid="e24">24</xref> decreases non-linearly with the increase in <inline-formula id="inf204">
<mml:math id="m228">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, and that predicted by the one-dimensional linear consolidation theory decreases linearly with the increase in <inline-formula id="inf205">
<mml:math id="m229">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>. The predicted <inline-formula id="inf206">
<mml:math id="m230">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> decreases with the increase of <inline-formula id="inf207">
<mml:math id="m231">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>. When <inline-formula id="inf208">
<mml:math id="m232">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> is 10, 20, 50, and 100&#xa0;kPa, the obtained <inline-formula id="inf209">
<mml:math id="m233">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> values are 92.8, 33.1, 13.7, and 6.5&#xa0;years, respectively.</p>
<p>The impact of <inline-formula id="inf210">
<mml:math id="m234">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> on <inline-formula id="inf211">
<mml:math id="m235">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is shown in <xref ref-type="fig" rid="F7">Figure 7D</xref>. The <inline-formula id="inf212">
<mml:math id="m236">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values predicted by both Eq. <xref ref-type="disp-formula" rid="e24">24</xref> and the linear theory increase linearly with the increase in <inline-formula id="inf213">
<mml:math id="m237">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. When <inline-formula id="inf214">
<mml:math id="m238">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is 5, 10, 15, and 20&#xa0;m, the <inline-formula id="inf215">
<mml:math id="m239">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values predicted by Eq. <xref ref-type="disp-formula" rid="e24">24</xref> are 0.057, 0.114, 0.171, and 0.228&#xa0;m, respectively, and that calculated by the one-dimensional linear consolidation theory are 0.108, 0.216, 0.323, and 0.431 m, respectively. The predicted value of <inline-formula id="inf216">
<mml:math id="m240">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> increases with the increase in <inline-formula id="inf217">
<mml:math id="m241">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. When <inline-formula id="inf218">
<mml:math id="m242">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is 5, 10, 15, and 20&#xa0;m, the <inline-formula id="inf219">
<mml:math id="m243">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> values are 4.2, 22.8, 33.0, and 67.6 years, respectively.</p>
<p>The impact of <inline-formula id="inf220">
<mml:math id="m244">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> on <inline-formula id="inf221">
<mml:math id="m245">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is shown in <xref ref-type="fig" rid="F7">Figure 7E</xref>. The <inline-formula id="inf222">
<mml:math id="m246">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values obtained by Eq. <xref ref-type="disp-formula" rid="e24">24</xref> and the linear consolidation theory for all cases are 0.114 and 0.216&#xa0;m, respectively. The values of <inline-formula id="inf223">
<mml:math id="m247">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> decreases linearly with the increase in <inline-formula id="inf224">
<mml:math id="m248">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. When <inline-formula id="inf225">
<mml:math id="m249">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> values are 3.15 &#xd7; 10<sup>&#x2212;3</sup>, 6.31&#xd7; 10<sup>&#x2212;3</sup>, 1.58 &#xd7; 10<sup>&#x2212;2</sup>, and 3.15 &#xd7; 10<sup>&#x2212;2</sup>&#xa0;m/year, the <inline-formula id="inf226">
<mml:math id="m250">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> values are 41.9, 20.8, 8.4, and 4.1&#xa0;years, respectively.</p>
<p>The impact of <inline-formula id="inf227">
<mml:math id="m251">
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> on <inline-formula id="inf228">
<mml:math id="m252">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is shown in <xref ref-type="fig" rid="F7">Figure 7F</xref>. When <inline-formula id="inf229">
<mml:math id="m253">
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is 5, 10, 15, and 20&#xa0;m, the <inline-formula id="inf230">
<mml:math id="m254">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values predicted by Eq. <xref ref-type="disp-formula" rid="e24">24</xref> are 0.072, 0.114, 0.144, and 0.167&#xa0;m, respectively, and those by the one-dimensional linear consolidation theory are 0.108, 0.216, 0.323, and 0.431&#xa0;m, respectively. The predicted value of <inline-formula id="inf231">
<mml:math id="m255">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> by Eq.<xref ref-type="disp-formula" rid="e24">24</xref> increases non-linearly with the increase in <inline-formula id="inf232">
<mml:math id="m256">
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and that by the one-dimensional linear consolidation theory increase linearly with the increase in <inline-formula id="inf233">
<mml:math id="m257">
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. The value of <inline-formula id="inf234">
<mml:math id="m258">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is not affected by <inline-formula id="inf235">
<mml:math id="m259">
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and has the constant value of about 21 years by both Eq. <xref ref-type="disp-formula" rid="e24">24</xref> and the linear consolidation theory.</p>
</sec>
<sec id="s6">
<title>5 Laboratory experimental studies</title>
<p>In order to validate the analytical solutions proposed in this study, two laboratory experimental studies were performed for SDCL and DDCL. Besides, a type curve approach was developed to determine the clay layer parameters based on the experimental results.</p>
<sec id="s6-1">
<title>5.1 Determination of clay layer parameters through type curve analysis</title>
<p>According to Eqs <xref ref-type="disp-formula" rid="e23">23</xref>, <xref ref-type="disp-formula" rid="e24">24</xref>, the deformation of the clay layer can be expressed as:<disp-formula id="e25">
<mml:math id="m260">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mi>l</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(25)</label>
</disp-formula>where <inline-formula id="inf236">
<mml:math id="m261">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is the dimensionless deformation of the clay layer.</p>
<p>By changing Eq. <xref ref-type="disp-formula" rid="e25">25</xref> and dimensionless time (<inline-formula id="inf237">
<mml:math id="m262">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; <inline-formula id="inf238">
<mml:math id="m263">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mi>t</mml:mi>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>) into logarithmic forms, the following equations can be obtained:<disp-formula id="e26">
<mml:math id="m264">
<mml:mrow>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mi>l</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(26)</label>
</disp-formula>
<disp-formula id="e27">
<mml:math id="m265">
<mml:mrow>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mi>t</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(27)</label>
</disp-formula>
</p>
<p>Eq.<xref ref-type="disp-formula" rid="e26">(26</xref>) and <xref ref-type="disp-formula" rid="e27">(27</xref>) are both decomposed into modes, where the corresponding variable and constant terms are added. Therefore, in the double logarithmic coordinate system, the shapes of the curves presented by the deformation <inline-formula id="inf239">
<mml:math id="m266">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and the dimensionless deformation <inline-formula id="inf240">
<mml:math id="m267">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> are analogous. However, there is an offset in the position of the two curves in the coordinate system (<inline-formula id="inf241">
<mml:math id="m268">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> in the horizontal direction; <inline-formula id="inf242">
<mml:math id="m269">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mi>l</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula> in the vertical direction), but the order of magnitude of the <italic>X</italic> and <italic>Y</italic>-axes corresponds to the same. Therefore, the two curves were translated to enable the data on the two curves to overlap as much as possible, and one overlapping point was selected as the matching point. Substituting the coordinates of the matching point (<inline-formula id="inf243">
<mml:math id="m270">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>; <inline-formula id="inf244">
<mml:math id="m271">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf245">
<mml:math id="m272">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>,; <inline-formula id="inf246">
<mml:math id="m273">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>) into Eqs <xref ref-type="disp-formula" rid="e28">28</xref>&#x2013;<xref ref-type="disp-formula" rid="e30">30</xref>, the following parameters can be determined.<disp-formula id="e28">
<mml:math id="m274">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xb7;</mml:mo>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(28)</label>
</disp-formula>
<disp-formula id="e29">
<mml:math id="m275">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
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</mml:mrow>
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<mml:mo>&#xb7;</mml:mo>
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<mml:mi>w</mml:mi>
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<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>ln</mml:mi>
<mml:mn>10</mml:mn>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mi>l</mml:mi>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(29)</label>
</disp-formula>
<disp-formula id="e30">
<mml:math id="m276">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>ln</mml:mi>
<mml:mn>10</mml:mn>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b3;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(30)</label>
</disp-formula>
</p>
</sec>
<sec id="s6-2">
<title>5.2 Results of the SDCL experiment</title>
<p>The single-sided drainage experiment carried out by <xref ref-type="bibr" rid="B47">Zhuo et al. (2022)</xref> was designed to test the one-dimensional consolidation of the aquitard under load. The thickness of the clay layer was 20&#xa0;cm, the initial void ratio was 1.28, the load stage was 0&#x2013;50&#x2013;100&#x2013;200&#xa0;kPa, and the deformations of the clay layer corresponding to the three stages were 6.9, 6.2, and 6.6&#xa0;mm, respectively.</p>
<p>In this study, the second-level load condition (50&#x2013;100&#xa0;kPa) was taken as an example to determine the hydraulic parameters of SDCL with <inline-formula id="inf247">
<mml:math id="m277">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 50&#xa0;kPa; <inline-formula id="inf248">
<mml:math id="m278">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 19.31&#xa0;cm at this load stage. The deformation of SDCL and the dimensionless deformation curve with time are plotted in <xref ref-type="fig" rid="F8">Figure 8</xref>. The type curve of <inline-formula id="inf249">
<mml:math id="m279">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> was then superposed onto this figure, by keeping the axes of the two graphs parallel to each other. The matching point refers to the intersection point of the type curve <inline-formula id="inf250">
<mml:math id="m280">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> with the data curve of <inline-formula id="inf251">
<mml:math id="m281">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. The coordinates of the matching point were <inline-formula id="inf252">
<mml:math id="m282">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mo>&#x3d;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 6.220 mm; <inline-formula id="inf253">
<mml:math id="m283">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x3d;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.980; <inline-formula id="inf254">
<mml:math id="m284">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 48,303&#xa0;s,; <inline-formula id="inf255">
<mml:math id="m285">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x3d;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 9.105 in both systems. Substituting these values into Eqs <xref ref-type="disp-formula" rid="e28">28</xref>&#x2013;<xref ref-type="disp-formula" rid="e30">30</xref>, the values of <inline-formula id="inf256">
<mml:math id="m286">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>; <inline-formula id="inf257">
<mml:math id="m287">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>,; <inline-formula id="inf258">
<mml:math id="m288">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> were calculated to be 7.03&#xd7;10<sup>&#x2212;6</sup>&#xa0;m<sup>2</sup>/s, 0.25, and 6.89&#xd7;10<sup>&#x2212;8</sup>&#xa0;m/s, respectively. Using the one-dimensional linear consolidation theory; <inline-formula id="inf259">
<mml:math id="m289">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>v</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was the same as <inline-formula id="inf260">
<mml:math id="m290">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, volume compressibility (<inline-formula id="inf261">
<mml:math id="m291">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>v</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) and hydraulic conductivity were calculated to be 0.66&#xa0;MPa<sup>-1</sup> and 4.62&#xd7;10<sup>&#x2212;8</sup>&#xa0;m/s (<xref ref-type="bibr" rid="B26">Toufigh and Ouria, 2009</xref>), respectively. By the analytical solutions of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref>, the volume compressibility and hydraulic conductivity were calculated to be 0.66&#xa0;MPa<sup>-1</sup> and 4.60&#xd7;10<sup>&#x2212;8</sup>&#xa0;m/s, respectively. The calculated <inline-formula id="inf262">
<mml:math id="m292">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>v</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf263">
<mml:math id="m293">
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> values from the analytical solutions of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref> are close to those obtained by linear consolidation theory, and the <inline-formula id="inf264">
<mml:math id="m294">
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> value predicted by Eq. <xref ref-type="disp-formula" rid="e29">29</xref> is larger than that determined by the other two methods.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Determination of parameters of SDCL by the type curve approach.</p>
</caption>
<graphic xlink:href="feart-11-1131128-g008.tif"/>
</fig>
<p>Using the hydraulic parameters determined by the proposed type curve approach, the predicted and measured deformations of SDCL were compared under two load stages (50&#x2013;100&#x2013;200&#xa0;kPa), as shown in <xref ref-type="fig" rid="F9">Figure 9</xref>. From <xref ref-type="fig" rid="F9">Figure 9</xref>, when the load is in the range of 50&#x2013;100&#xa0;kPa, the <inline-formula id="inf265">
<mml:math id="m295">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> values calculated by the analytical solutions in this study, the one-dimensional linear consolidation theory, and the analytical solutions by <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref> are consistent. Under this load stage, the calculated <inline-formula id="inf266">
<mml:math id="m296">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> values by the analytical solutions in this study, the one-dimensional linear consolidation theory, and the analytical solutions of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref> are 6.27&#xd7;10<sup>&#x2212;3</sup>&#xa0;m, 6.35&#xd7;10<sup>&#x2212;3</sup>&#xa0;m, and 6.22&#xd7;10<sup>&#x2212;3</sup>&#xa0;m, respectively. In contrast, the measured value of <inline-formula id="inf267">
<mml:math id="m297">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> from the experiment is 6.23&#xd7;10<sup>&#x2212;3</sup>&#xa0;m. During the load stage of 100&#x2013;200&#xa0;kPa, the calculated <inline-formula id="inf268">
<mml:math id="m298">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> by the analytical solutions in this study, the one-dimensional linear consolidation theory, and the analytical solutions of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref> are 6.50&#xd7;10<sup>&#x2212;3</sup>&#xa0;m, 1.27&#xd7;10<sup>&#x2212;2</sup>&#xa0;m, and 1.15&#xd7;10<sup>&#x2212;2</sup>&#xa0;m, respectively, while the measured value obtained in the laboratory test is 6.57&#xd7;10<sup>&#x2212;3</sup>&#xa0;m.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Comparison of predicted and measured deformation of SDCL.</p>
</caption>
<graphic xlink:href="feart-11-1131128-g009.tif"/>
</fig>
<p>The <inline-formula id="inf269">
<mml:math id="m299">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> value predicted by the analytical solutions in this study agrees well with the experimental results, while those predicted by the one-dimensional linear consolidation theory and the analytical solutions of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref> are significantly larger than the experimental results. Among them, the value calculated by the analytical solutions of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref> is smaller than that by the one-dimensional linear consolidation theory.</p>
</sec>
<sec id="s6-3">
<title>5.3 Results of the doubly draining clay layer experiment</title>
<p>The consolidation deformation characteristics of DDCL under overlying load conditions were studied by laboratory tests. The steps of the test were as follows: (a) The inner walls of the consolidation vessel were cleaned. The cohesive soil was air-dried, crushed, screened, milled, and dried. After cooling to room temperature, the soil sample was weighed with an electronic balance and put into a consolidation container (20&#xa0;mm high). The soil sample was compacted in three layers with the corresponding heights of 6.67mm, 13.33mm, and 20mm, respectively (<xref ref-type="fig" rid="F10">Figures 10A&#x2013;C</xref>). (b) The sample (<xref ref-type="fig" rid="F10">Figure 10D</xref>) was put into the rock vacuum saturated water test device (DP SJA, institute for Beijing Yaou Depeng Technology Co., Ltd., Beijing, China), the saturated water pressure was set to 20&#xa0;kPa, the saturated pressure time was set to 300&#xa0;min, the saturated water time was set to 240&#xa0;min, and the immersion time was set to 2,440&#xa0;min. After the soil saturation test was complete, the container of soil samples was removed and the soil samples were taken out (<xref ref-type="fig" rid="F10">Figure 10E</xref>). (c) The double-sided drainage consolidation test was performed on the saturated soil samples. A single-lever arm oedometer (Institute for Nanjing Ningxi Soil Instrument Co., Ltd., Nanjing, China), which met the requirements of the standard consolidation test, was used in the test (<xref ref-type="fig" rid="F10">Figure 10F</xref>). The load in the consolidation vessel was gradually increased through the following pressure sequence (e.g., 50, 100, and 200&#xa0;kPa). The dial indicator reading was recorded during the test until the deflection stabilized. The initial thickness of the test soil sample was 2&#xa0;cm, and the initial void ratio was 0.63. In order to avoid the influence of the stress state in the early stage caused by the difference in the previous sample preparation, the first load stage (0&#x2013;50&#xa0;kPa) was used as the pre-load stage in this test. Therefore, the characteristics of the clay layer, <inline-formula id="inf270">
<mml:math id="m300">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf271">
<mml:math id="m301">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf272">
<mml:math id="m302">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> at the end of the consolidation under the load stage of 0&#x2013;50&#xa0;kPa are 1.82 cm, 50&#xa0;kPa, and 0.54, respectively.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>DDCL experiment equipment <bold>(A)</bold> electronic balance, <bold>(B)</bold> compacter, <bold>(C)</bold> consolidation container, <bold>(D)</bold> soil sample to be saturated, <bold>(E)</bold> rock vacuum saturated water test device, and <bold>(F)</bold> single-lever arm oedometer.</p>
</caption>
<graphic xlink:href="feart-11-1131128-g010.tif"/>
</fig>
<p>The deformation of DDCL and the dimensionless deformation curve with time are plotted in <xref ref-type="fig" rid="F11">Figure 11</xref>. The coordinates of the matching point for DDCL are <inline-formula id="inf273">
<mml:math id="m303">
<mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 0.632 mm, <inline-formula id="inf274">
<mml:math id="m304">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 0.980, <inline-formula id="inf275">
<mml:math id="m305">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 3,600 s, and <inline-formula id="inf276">
<mml:math id="m306">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>t</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 11.218 in both systems. According to the analytical solution proposed in this study, <inline-formula id="inf277">
<mml:math id="m307">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 1.03&#xd7;10<sup>&#x2212;6</sup>&#xa0;m<sup>2</sup>/s, <inline-formula id="inf278">
<mml:math id="m308">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 1.06&#xd7;10<sup>&#x2212;8</sup>&#xa0;m/s, and <inline-formula id="inf279">
<mml:math id="m309">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 0.18. In contrast, according to the one-dimensional linear consolidation theory, <inline-formula id="inf280">
<mml:math id="m310">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>v</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was the same as <inline-formula id="inf281">
<mml:math id="m311">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, while <inline-formula id="inf282">
<mml:math id="m312">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>v</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf283">
<mml:math id="m313">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> were calculated to be 0.71 MPa<sup>-1</sup> and 7.32&#xd7;10<sup>&#x2212;9</sup>&#xa0;m/s, respectively. By the analytical solutions of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref>, the volume compressibility and hydraulic conductivity were calculated to be 0.71 MPa<sup>-1</sup> and 7.3&#xd7;10<sup>&#x2212;9</sup>&#xa0;m/s, respectively. The values of <inline-formula id="inf284">
<mml:math id="m314">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>v</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf285">
<mml:math id="m315">
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> calculated by the analytical solutions of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref> are close to those obtained by the one-dimensional linear consolidation theory, and the <inline-formula id="inf286">
<mml:math id="m316">
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> predicted by the analytical solutions in this study has a greater value than those predicted by the other two methods.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Determination of parameters of DDCL by the type curve approach.</p>
</caption>
<graphic xlink:href="feart-11-1131128-g011.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F12">Figure 12</xref> compares the deformations of DDCL under two load stages (50&#x2013;100&#x2013;200&#xa0;kPa) by using the hydraulic parameters determined by the type curve approach. Similar to the performance of the SDCL, when the load stage is 50&#x2013;100&#xa0;kPa, the calculated <inline-formula id="inf287">
<mml:math id="m317">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> values by the analytical solutions in this study, the one-dimensional linear consolidation theory, and the analytical solutions of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref> agree with the experimental results. Under this load stage, the calculated <inline-formula id="inf288">
<mml:math id="m318">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> by the analytical solutions in this study, the one-dimensional linear consolidation theory, and the analytical solutions of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref> are 6.03 &#xd7; 10<sup>&#x2212;3</sup>&#xa0;m, 6.45 &#xd7; 10<sup>&#x2212;3</sup>&#xa0;m, and 6.32 &#xd7; 10<sup>&#x2212;3</sup>&#xa0;m, respectively, while the measured value of the experiment is 6.10 &#xd7; 10<sup>&#x2212;3</sup>&#xa0;m. During the load stage of 100&#x2013;200&#xa0;kPa, the <inline-formula id="inf289">
<mml:math id="m319">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> value predicted by the analytical solutions in this study agrees well with the experimental results, while the <inline-formula id="inf290">
<mml:math id="m320">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> values predicted by the one-dimensional linear consolidation theory and the analytical solutions of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref> are significantly larger than that predicted by the analytical solutions in this study. Under the load stage of 100&#x2013;200&#xa0;kPa, the calculated <inline-formula id="inf291">
<mml:math id="m321">
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> values by the analytical solutions in this study, the one-dimensional linear consolidation theory, and the analytical solutions of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref> are 6.23 &#xd7; 10<sup>&#x2212;3</sup>&#xa0;m, 1.29 &#xd7; 10<sup>&#x2212;2</sup>&#xa0;m, and 1.20 &#xd7; 10<sup>&#x2212;2</sup>&#xa0;m, respectively, while the measured values obtained in the laboratory test is 6.25 &#xd7; 10<sup>&#x2212;4</sup>&#xa0;m. Therefore, based on these experimental results, the analytical solutions in this study predict the deformation of the clay layer more accurately than the one-dimensional linear consolidation theory and the analytical solutions of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref>.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Comparison of predicted and measured deformation of DDCL.</p>
</caption>
<graphic xlink:href="feart-11-1131128-g012.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s7">
<title>6 Conclusion</title>
<p>In this study, analytical solutions (ignoring creep effects) for SDCL and DDCL undergoing non-linear consolidation, excess pore water pressure, and deformation under overlying load conditions were derived. Combined with the case analysis based on the analytical solution presented in this paper, it is found that under the condition of an overlying load, the deformation in SDCL is equal to that in DDCL. There is a lag in <inline-formula id="inf292">
<mml:math id="m322">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> for SDCL compared to DDCL. The drainage path of the consolidated drainage of SDCL is twice as large as that of DDCL, resulting in a <inline-formula id="inf293">
<mml:math id="m323">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> lag that is about four times that of DDCL. In addition, there is a difference in <inline-formula id="inf294">
<mml:math id="m324">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> under the two theories, i.e., the <inline-formula id="inf295">
<mml:math id="m325">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> value by the non-linear consolidation theory is larger than that by the linear consolidation theory. The deformation predicted by the non-linear consolidation theory is smaller than that by the linear consolidation theory. Larger <inline-formula id="inf296">
<mml:math id="m326">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf297">
<mml:math id="m327">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf298">
<mml:math id="m328">
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and smaller <inline-formula id="inf299">
<mml:math id="m329">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf300">
<mml:math id="m330">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> lead to a larger difference in the amount of deformation under the two theories. The <inline-formula id="inf301">
<mml:math id="m331">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> predicted by the two theories are the same. Through the sensitivity analysis of the parameters, it is obvious that the deformation in SDCL and DDCL is controlled by <inline-formula id="inf302">
<mml:math id="m332">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf303">
<mml:math id="m333">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf304">
<mml:math id="m334">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf305">
<mml:math id="m335">
<mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf306">
<mml:math id="m336">
<mml:mrow>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. However, the variation of <inline-formula id="inf307">
<mml:math id="m337">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>e</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> does not affect the deformation in SDCL and DDCL, and <inline-formula id="inf308">
<mml:math id="m338">
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> does not depend on the overlying load of the clay layer. Besides, a type curve approach is proposed in this study based on the non-linear consolidation theory, and it agrees well with the measured data from the test. Compared with the linear consolidation theory and the analytical solution of <xref ref-type="bibr" rid="B29">Xie and Leo, (2004)</xref>, the analytical solution based on the non-linear consolidation theory in this study is more accurate and suitable for predicting the consolidation and deformation of the clay layer under further load conditions.</p>
</sec>
<sec id="s8">
<title>7 Open research</title>
<p>Parameter values in Sections 2, 3, and 4 are available through <xref ref-type="bibr" rid="B28">Wu et al. (2010)</xref> (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.16285/j.rsm.2010.01.045">https://doi.org/10.16285/j.rsm.2010.01.045</ext-link>) and <xref ref-type="bibr" rid="B15">Li et al. (2017)</xref> (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/hyp.11373">https://doi.org/10.1002/hyp.11373</ext-link>). The test data in <xref ref-type="sec" rid="s6-2">Section 5.2</xref> are available through <xref ref-type="bibr" rid="B47">Zhuo et al. (2022)</xref> (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jhydrol.2022.127994">https://doi.org/10.1016/j.jhydrol.2022.127994</ext-link>). The test data in <xref ref-type="sec" rid="s6-3">Section 5.3</xref> are available through the repository of Dryad (<ext-link ext-link-type="uri" xlink:href="https://datadryad.org/stash/share/frvva1Jd1ETIo-VSViK4-ChOTT6hW9i9EjP2Foj1ExA">https://datadryad.org/stash/share/frvva1Jd1ETIo-VSViK4-ChOTT6hW9i9EjP2Foj1ExA</ext-link>) and the supporting information files.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s9">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="sec" rid="s14">Supplementary Material</xref>.</p>
</sec>
<sec id="s10">
<title>Author contributions</title>
<p>RW is responsible for manuscript preparation and data collection; ZL is responsible for the preparation, data correction and approval of manuscripts, as well as providing fund support; MX, QZ, WI, and HL are responsible for the correction and approval of manuscripts.</p>
</sec>
<sec id="s11">
<title>Funding</title>
<p>This study was financed by the Open Fund of State Key Laboratory of Geohazard Prevention and Geoenvironment Protection (Chengdu University of Technology) (SKLGP2021K023), Sichuan Provincial Science and Technology Department Youth Fund (2023NSFSC0802), the National Natural Science Foundation of China (41702253) and the China Scholarship Council for working at the University of Waterloo as a visiting scholar. WA. I appreciates the support of the Discovery Grant from the Natural Sciences and Engineering Research Council of Canada (NSERC), which made this collaboration possible.</p>
</sec>
<sec sec-type="COI-statement" id="s12">
<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="s13">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s14">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/feart.2023.1131128/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/feart.2023.1131128/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<app-group>
<app id="app1">
<title>Appendix A Derivation of Eq.<xref ref-type="disp-formula" rid="e11">11</xref>
</title>
<p>Using the substitution method:<disp-formula id="eA_1">
<mml:math id="m339">
<mml:mrow>
<mml:mi>w</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<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>&#x2b;</mml:mo>
<mml:mi>p</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(A-1)</label>
</disp-formula>
</p>
<p>Substituting Eq. <xref ref-type="disp-formula" rid="eA_1">A-1</xref> into &#x2013;Eq.<xref ref-type="disp-formula" rid="e10">10</xref>, can simplify the original equation to <inline-formula id="inf309">
<mml:math id="m340">
<mml:mrow>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> as the independent variable:<disp-formula id="eA_2">
<mml:math id="m341">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mo>&#x2202;</mml:mo>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mi>w</mml:mi>
</mml:mrow>
<mml:mrow>
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<mml:msup>
<mml:mi>a</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
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</mml:mrow>
<mml:mrow>
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<mml:mi>t</mml:mi>
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</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(A-2)</label>
</disp-formula>
<disp-formula id="eA_3">
<mml:math id="m342">
<mml:mrow>
<mml:mi>w</mml:mi>
<mml:mrow>
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<mml:mrow>
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<label>(A-3)</label>
</disp-formula>
<disp-formula id="eA_4">
<mml:math id="m343">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
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<mml:mrow>
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<label>(A-4)</label>
</disp-formula>
<disp-formula id="eA_5">
<mml:math id="m344">
<mml:mrow>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<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>&#x2b;</mml:mo>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mi>t</mml:mi>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
<label>(A-5)</label>
</disp-formula>
</p>
<p>By applying the boundary subordination processing to Eq. <xref ref-type="disp-formula" rid="eA_5">A-5</xref>:<disp-formula id="eA_6">
<mml:math id="m345">
<mml:mrow>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>p</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(A-6)</label>
</disp-formula>
<disp-formula id="eA_7">
<mml:math id="m346">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(A-7)</label>
</disp-formula>
</p>
<p>The governing equations and boundary conditions for <inline-formula id="inf310">
<mml:math id="m347">
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> as the independent variable can be obtained as:<disp-formula id="eA_8">
<mml:math id="m348">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mo>&#x2202;</mml:mo>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:msup>
<mml:mi>a</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(A-8)</label>
</disp-formula>
<disp-formula id="eA_9">
<mml:math id="m349">
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mn>0</mml:mn>
<mml:mo>&#x3c;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>&#x3c;</mml:mo>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
<label>(A-9)</label>
</disp-formula>
<disp-formula id="eA_10">
<mml:math id="m350">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mi>a</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
<label>(A-10)</label>
</disp-formula>
<disp-formula id="eA_11">
<mml:math id="m351">
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mi>t</mml:mi>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
<label>(A-11)</label>
</disp-formula>
</p>
<p>Using the separation of variables method, the solution to Eq. <xref ref-type="disp-formula" rid="eA_8">A-8</xref>&#x2013;Eq. <xref ref-type="disp-formula" rid="eA_11">A-11</xref> can be derived as:<disp-formula id="eA_12">
<mml:math id="m352">
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:mi>cos</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
<mml:mi>l</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(A-12)</label>
</disp-formula>
</p>
<p>Combining Eq. <xref ref-type="disp-formula" rid="eA_7">A-7</xref> with Eq. <xref ref-type="disp-formula" rid="eA_12">A-12</xref>, the solution to Eq. <xref ref-type="disp-formula" rid="eA_2">A-2</xref> can be given,<disp-formula id="eA_13">
<mml:math id="m353">
<mml:mrow>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:mi>cos</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
<mml:mi>l</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(A-13)</label>
</disp-formula>
</p>
<p>Finally, the solution to Eq. <xref ref-type="disp-formula" rid="e11">11</xref> is obtained by combining Eq. <xref ref-type="disp-formula" rid="eA_1">A-1</xref> and Eq. <xref ref-type="disp-formula" rid="eA_13">A-13</xref>.</p>
</app>
<app id="app2">
<title>Appendix B Derivation of Eq. <xref ref-type="disp-formula" rid="e12">12</xref>
</title>
<p>As the variable passing method in <xref ref-type="app" rid="app1">Appendix A</xref>, the independent variable <inline-formula id="inf311">
<mml:math id="m354">
<mml:mrow>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is replaced by <inline-formula id="inf312">
<mml:math id="m355">
<mml:mrow>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>.<disp-formula id="eB_1">
<mml:math id="m356">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mo>&#x2202;</mml:mo>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mi>w</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:msup>
<mml:mi>a</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>w</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(B-1)</label>
</disp-formula>
<disp-formula id="eB_2">
<mml:math id="m357">
<mml:mrow>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mn>0</mml:mn>
<mml:mo>&#x3c;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>&#x3c;</mml:mo>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
<label>(B-2)</label>
</disp-formula>
<disp-formula id="eB_3">
<mml:math id="m358">
<mml:mrow>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mi>t</mml:mi>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
<label>(B-3)</label>
</disp-formula>
<disp-formula id="eB_4">
<mml:math id="m359">
<mml:mrow>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mi>t</mml:mi>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
<label>(B-4)</label>
</disp-formula>
</p>
<p>The corresponding solution procedure is the same as given in <xref ref-type="app" rid="app1">Appendix A</xref>, and the solution to Eq. <xref ref-type="disp-formula" rid="eB_1">B-1</xref>&#x2013;Eq. <xref ref-type="disp-formula" rid="eB_4">B-4</xref> can be obtained as:<disp-formula id="eB_5">
<mml:math id="m360">
<mml:mrow>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
<mml:mo>/</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>&#x2032;</mml:mo>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>&#x221e;</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mfenced open="" close="]" separators="|">
<mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="[" close=")" separators="|">
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:mi>sin</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">&#x3c0;</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
<mml:mi>l</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(B-5)</label>
</disp-formula>
</p>
<p>Finally, the solution to Eq. <xref ref-type="disp-formula" rid="e12">12</xref> is obtained by combining Eq. <xref ref-type="disp-formula" rid="eA_1">A-1</xref> and Eq. <xref ref-type="disp-formula" rid="eB_5">B-5</xref>.</p>
</app>
</app-group>
</back>
</article>