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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">1650860</article-id>
<article-id pub-id-type="doi">10.3389/feart.2025.1650860</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>Deformation mechanism and dynamic stability of the subgrade landslide considering evolution of friction-cohesion in slip zone</article-title>
<alt-title alt-title-type="left-running-head">Deng 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.2025.1650860">10.3389/feart.2025.1650860</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Deng</surname>
<given-names>Yingxiang</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Mengdi</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Luo</surname>
<given-names>Tao</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3106915/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Yunwen</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff>
<institution>Department of Civil Engineering</institution>, <institution>School of Architecture</institution>, <institution>Jiangxi Institute of Applied Science and Technology</institution>, <addr-line>Nanchang</addr-line>, <addr-line>Jiangxi</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2167741/overview">Binbin Yang</ext-link>, Xuchang 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/3092075/overview">Zihua Cheng</ext-link>, Sun Yat-sen University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3108859/overview">Jun-Wei Bi</ext-link>, Shandong Jiaotong University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Tao Luo, <email>18296760919luotao@cug.edu.cn</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1650860</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Deng, Zhao, Luo and Zhou.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Deng, Zhao, Luo and Zhou</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 excavation of high-speed subgrade has formed a large number of subgrade landslides, which have always been a potential threat to highway traffic, and the stability of landslides has an important impact on ensuring the normal operation of highways and traffic safety. In this paper, the on-site engineering geological investigation of a high-speed subgrade landslide is carried out, and the ring shear test is carried out by taking soil samples from slip zone, and the evolution relationship between the friction angle and cohesion in slip zone soil with shear displacement is analyzed by using the Moore-Coulomb theory, and the dynamic evolution law of the shear strength of slip zone soil is revealed. Combined with the typical residual thrust model and the finite element numerical model, the deformation failure mechanism and dynamic stability of the landslide were systematically analyzed. The following conclusions were drawn: The landslide slid again under the inducement of rainfall and gravity, and the overall performance was collapse-slip failure. The friction angle in slip zone soil shows the attenuation trend of the logistic model, and the cohesion shows the attenuation trend of the power function model. With the continuous deformation of landslide, the deformation displacement of landslide gradually showed an increasing trend, and the deformation of the slip zone gradually penetrated from the leading edge and the trailing edge, and the simulation results were basically consistent with the results of the landslide field investigation. With the increase of landslide displacement, the stability of landslide gradually decreases from the peak stability, and finally maintains the residual stability, which is between 1.07 and 1.08. Monitoring and early warning measures should be carried out at any time in the later stage. The landslide stability evaluation has an important safety early warning effect on the normal operation and traffic safety of the expressway.</p>
</abstract>
<kwd-group>
<kwd>landslide</kwd>
<kwd>slip zone soil</kwd>
<kwd>shear strength</kwd>
<kwd>landslide dynamic stability</kwd>
<kwd>friction-cohesion</kwd>
</kwd-group>
<contract-num rid="cn001">20232BAB214069</contract-num>
<contract-sponsor id="cn001">Natural Science Foundation of Jiangxi Province<named-content content-type="fundref-id">10.13039/501100004479</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Earth and Planetary Materials</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>With the rapid development of China&#x2019;s transportation planning, more and more highways have been built. Due to the continuous excavation of subgrade in the mountainous area, a large number of subgrade landslides have been formed, which threaten the safety and operation of the highway at all times (<xref ref-type="bibr" rid="B8">Li and Xie, 2013</xref>). Therefore, the stability of subgrade landslides has always attracted much attention (<xref ref-type="bibr" rid="B15">Sarkar et al., 2021</xref>). Under the influence of continuous rainfall in mountainous areas, the strength of slip zone in landslide is constantly weakening, which leads to the gradual decline of the stability of the landslide, and the strength of the slip zone affects the stability of the landslide at all times (<xref ref-type="bibr" rid="B11">Liu and Yang, 2011</xref>; <xref ref-type="bibr" rid="B3">Chen et al., 2016</xref>). The cracks formed by the dry-wet cycle will further reduce the strength of the landslide slide zone (<xref ref-type="bibr" rid="B26">Yang et al., 2024a</xref>; <xref ref-type="bibr" rid="B27">Yang et al., 2024b</xref>). Therefore, it is of great practical significance to study the stability of subgrade landslide from the perspective of the strength of slip zone soil.</p>
<p>In terms of the strength of slip zone soil, the research mainly focuses on two aspects. On the one hand, it is mainly the influencing factors of the shear mechanical properties of slip zone, including the influence of moisture content (<xref ref-type="bibr" rid="B18">Thaw et al., 2025</xref>; <xref ref-type="bibr" rid="B14">Nian et al., 2013</xref>), shear rate and over-consolidation ratio (<xref ref-type="bibr" rid="B7">Li and Yang, 2018</xref>) on the strength of slip zone. On the other hand, it is mainly the study of strain softening characteristics (<xref ref-type="bibr" rid="B5">Hua et al., 2025</xref>; <xref ref-type="bibr" rid="B10">Liu and Chen, 2015</xref>) and peak residual strength (<xref ref-type="bibr" rid="B21">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B2">Chen and Liu, 2014</xref>) of slip zone soil, that is, the strength of slip zone soil needs to go through five processes during the shearing process: pore shearing, elastic deformation, plastic hardening, strain softening and residual strength. In addition, some scholars have established a shear constitutive model based on statistical damage theory to quantitatively describe the strain softening relationship of the strength of slip zone soil (<xref ref-type="bibr" rid="B32">Zou et al., 2024</xref>; <xref ref-type="bibr" rid="B13">Luo et al., 2022</xref>), and proved that the proposed constitutive model based on Wei-bull function distribution has the best fitting effect. The above studies only study the variation law of the strength of slip zone soil, but do not deeply analyze the essential characteristics of the strength of slip zone soil. In fact, the strength of slip zone soil is the result of cohesion and friction between the soil particles (<xref ref-type="bibr" rid="B4">Geng et al., 2023</xref>; <xref ref-type="bibr" rid="B22">Wang et al., 2024</xref>).</p>
<p>In terms of landslide stability, it is mainly divided into two aspects: limit equilibrium and finite element analysis. The calculation method of limit equilibrium method is simple and convenient, and has been widely used in practical engineering calculations. At present, the calculation of landslide stability is mainly realized by the improved residual thrust method (<xref ref-type="bibr" rid="B33">Zou et al., 2020</xref>; <xref ref-type="bibr" rid="B25">Yan et al., 2022</xref>; <xref ref-type="bibr" rid="B30">Zou et al., 2023a</xref>; <xref ref-type="bibr" rid="B31">Zou et al., 2023b</xref>), the improved slice-division method (<xref ref-type="bibr" rid="B17">Su et al., 2022</xref>; <xref ref-type="bibr" rid="B23">Wu et al., 2019</xref>) and the improved vector sum method (<xref ref-type="bibr" rid="B24">Yan et al., 2024</xref>). In contrast, the finite element method is more accurate, but it is difficult to be widely used. At present, the finite element numerical simulation combined with the strength reduction method is used to accurately calculate the stability of the landslide (<xref ref-type="bibr" rid="B1">Chen et al., 2019</xref>; <xref ref-type="bibr" rid="B28">Yu, 2020</xref>). It can be seen that the calculation of landslide stability has been relatively mature, which can be said to provide method support for the calculation of landslide stability in this paper.</p>
<p>It can be seen that at present, the evaluation of landslide stability by the strength of slip zone soil is mainly to quantitatively evaluate the dynamic stability of landslide by establishing the shear constitutive relationship of slip zone soil. However, the constitutive model is still too idealistic and cannot well describe the complex stress-strain relationship of the actual landslide. In fact, the essence of strength weakening is the attenuation of cohesion and internal friction angle of slip zone soil. Therefore, studying the deformation failure and dynamic stability of landslide from the perspective of the evolution of friction angle and cohesion in slip zone can more truly reveal the deep mechanism of landslide deformation evolution. At present, there is a lack of research on the deformation and stability evaluation of landslides based on the evolution of friction angle and cohesion.</p>
<p>In this paper, a high-speed subgrade landslide is taken as the research object, the on-site engineering geological investigation is carried out, the soil samples of slip zone are taken and ring shear test of slip zone soil is carried out to analyze the mechanical properties of slip zone soil, and then the evolution results of friction angle and cohesion in slip zone soil are obtained. Secondly, based on the actual variation law of friction angle and cohesion, combined with the Moore-Coulomb formula, the dynamic evolution law of shear strength of slip zone soil is revealed. Finally, combined with the typical residual thrust model and finite element numerical model, the dynamic evolution stability of landslide is compared and calculated, and the deformation evolution mechanism of landslide is revealed.</p>
</sec>
<sec id="s2">
<title>2 Basic engineering geological characteristics of landslide</title>
<p>A high-speed subgrade landslide is located in Wutuan Town, Chengbu Miao Autonomous County, Shaoyang City, Hunan Province (<xref ref-type="fig" rid="F1">Figure 1a</xref>), with an elevation of 507&#x223c;511 m at the front edge of the landslide, an elevation of 640 m&#x223c;661 m at the trailing edge (<xref ref-type="fig" rid="F1">Figure 1b</xref>), and the terrain is generally high in the west and low in the east, with a slope of 12&#xb0;&#x223c;30&#xb0; and a maximum slope of 55&#xb0;, and a river passes through the front edge of landslide. The landslide area is mainly Quaternary Holocene accumulation (Q<sub>h</sub>
<sup>del</sup>) gravel, block stone, alluvial (Q<sub>h</sub>
<sup>al</sup>) pebbles and silty clay, and the underlying bedrock lithology is mainly Neoproterozoic Nanhua Changan Formation (N<sub>h</sub>
<sup>1c</sup>) sandy slate. There is a fault in the ditch at the front edge of landslide, and the fault occurrence revealed by the borehole near landslide is about 277&#xb0;&#x2220;45&#x223c;78&#xb0;. Affected by faults, the underlying rock mass of the landslide body is relatively fragmented-broken, and the measured occurrence of sandy slate strata is 255&#xb0;&#x2013;308&#xb0;&#x2220;43&#xb0;&#x2013;81&#xb0;. The peak seismic acceleration in landslide area is 0.05 g, the characteristic period of the ground motion response spectrum of the Class II site is 0.35 s, and the basic seismic intensity of the site is in the VII degree zone. The groundwater depth in the landslide area varies from 0.5 to 27.6 m, and the main types of groundwater are loose rock pore water and bedrock fracture water.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Engineering geological characteristics of landslide. <bold>(a)</bold> Location of the landslide; <bold>(b)</bold> Plan of the landslide; <bold>(c)</bold> Profile 2-2&#x2019; of the landslide; <bold>(d)</bold> Photographs of the landslide site.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g001.tif">
<alt-text content-type="machine-generated">Map of Chengbu Miao Autonomous County, highlighting landslides with an inset showing location in China. Includes elevation legend. A topographic map marks landslide boundaries. A photograph of the landslide mass outlines the affected area. Subsurface geology cross-section indicates rock types and slip zone details.</alt-text>
</graphic>
</fig>
<p>The longitudinal length of the landslide accumulation is about 320 m, the transverse width is about 230 m, the total area is about 3.5&#x2a;104 m<sup>2</sup>, the total square volume of the landslide accumulation is about 30&#x2a;104 m<sup>3</sup>, and the potential main sliding direction is about 95&#xb0;, which has caused the river to be diverted. The landslide body is a Quaternary Holocene landslide accumulation layer (Q<sub>4</sub>
<sup>del</sup>), which is mainly composed of boulders and gravel and cohesive soil. The content of block stone and gravel is about 55%&#x2013;75%, and the rest is silty clay, and the gravel is formed by the weathering of strongly weathered sandy slate, which is angular, and the gradation is general, and the clayey soil is plastic-hard plastic, and the overall color is mainly earthy yellow and yellow-brown, and the thickness of the slide body is about 2.0&#x223c;30.0 m. The slip zone is located at the interface between the sandy slate and the overburden, and the mud and softening phenomena are obvious, and the soil is plastic, and the water content is high, which is silty clay. The sliding bed is thin &#x223c; medium thick layered sandy slate, and the rock mass is broken. The bedrock has a slope to steep dip joint, with an occurrence of 80&#xb0;&#x2220;80&#xb0;, which is controlled by the joint, and the slope rock mass is easy to collapse along the joint plane, and the collapse accumulation slides along the slope under the action of heavy rainfall and gravity, and at the same time drives the sliding of the broken rock mass below. Under the unfavorable slope structure and lithological combination conditions, the re-formation of sliding is induced by rainfall and gravity, and the evolution mechanism of slope deformation in the landslide area is collapse-slip. Driven by the infiltration of rainfall in the later period and the steep dipping rock mass on the trailing margin, the landslide may continue to migrate to the front margin again. Ultimately affect traffic jams and cause unnecessary losses.</p>
</sec>
<sec id="s3">
<title>3 Shear mechanical behavior of slip zone soil</title>
<sec id="s3-1">
<title>3.1 Slip zone soil</title>
<p>The slip zone soil sample was taken from a high-speed subgrade landslide of about 511&#x223c;661 m on the right side near the K51 &#x2b; 450&#x223c;K51 &#x2b; 680 section of a proposed highway route in Hunan, and the block soil sample was taken by the borehole sampling method, and the sampling borehole number was HPZK2-3, and the sampling depth was about 22.5&#x223c;23.0 m. The test soil samples are yellowish, grayish-brown, plastic, and have high water content, and are identified as typical silty clay in the field, as shown in <xref ref-type="fig" rid="F1">Figure 1c</xref>. The basic physical properties of silty clay measured by the laboratory basic physical properties test are shown in <xref ref-type="table" rid="T1">Table 1</xref>, indicating that the silty clay has high saturation and plasticity.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Basic physical parameters of slip zone soil.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Natural density<break/>
<italic>&#x3c1;</italic>(g/cm<sup>3</sup>)</th>
<th align="center">Specific gravity of soil particles <italic>Gs</italic>
</th>
<th align="center">Natural moisture content <italic>w(%)</italic>
</th>
<th align="center">Plastic limit <italic>w</italic>
<sub>p</sub>
</th>
<th align="center">Plasticity index<break/>
<italic>I</italic>
<sub>p</sub>
</th>
<th align="center">Void ratio <italic>e</italic>
</th>
<th align="center">Saturation<break/>
<italic>S</italic>
<sub>
<italic>r</italic>
</sub>
</th>
<th align="center">Dry density<break/>
<italic>&#x3c1;</italic>
<sub>d</sub> (g/cm<sup>3</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">1.98</td>
<td align="center">2.71</td>
<td align="center">18</td>
<td align="center">22.1</td>
<td align="center">25.2</td>
<td align="center">0.62</td>
<td align="center">0.88</td>
<td align="center">1.82</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-2">
<title>3.2 Ring shear test</title>
<p>
<xref ref-type="fig" rid="F2">Figure 2a</xref> shows the instrument for this ring shear test, which provides a maximum axial pressure of 4 kN, a maximum shear stress of 1,000 kPa, and a maximum shear rate of 32 mm/min. The cutting box is a ring box with an inner diameter of 70 mm, an outer diameter of 100 mm and a height of 20 mm. The specimen specification required for this ring shear test is annular, as shown in <xref ref-type="fig" rid="F2">Figure 2b</xref>. Both the shear stress and the normal stress can be measured by a sensor installed in the pressurization system, and the data obtained from the test can be transmitted to the computer through a fully automatic acquisition device.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Ring shear test of slip zone soil. <bold>(a)</bold> Ring shear test apparatus; <bold>(b)</bold> Ring shear box.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g002.tif">
<alt-text content-type="machine-generated">Laboratory apparatus and schematic diagram for testing soil shear. Left: Apparatus with labeled components, including data collecting system, shearing box, ring loading system, and normal loading system. Right: Diagram showing soil sample subjected to shear and normal stress, highlighting the shear zone, axis of rotation, and constraint ring of rotation.</alt-text>
</graphic>
</fig>
<p>Firstly, the slip zone soil sample was dried at 105&#xb0;C for more than 8 h, and then passed through a 2 mm sieve after crushing, and the part less than 2 mm was taken from it, and the corresponding moisture content was calculated according to the dry density and the volume of the shear box to obtain the required target moisture content state, and then sealed with a polyethylene plastic bag for more than 24 h. Considering the actual situation of the project, the dry density of the soil sample is consistent with the undisturbed soil with the moisture content, that is, the remolded silty clay sample with a dry density of 1.82 g/cm<sup>3</sup> and a natural moisture content of 18% is prepared for ring shear test, and the ring shear test scheme is shown in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Ring shear test scheme of silty clay.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Test</th>
<th align="center">Natural moisture content</th>
<th align="center">Consolidation stress (kPa)</th>
<th align="center">Normal stress (kPa)</th>
<th align="center">Shear rate (mm/min)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">RDS1-1</td>
<td rowspan="4" align="center">18%</td>
<td rowspan="4" align="center">800</td>
<td align="center">100</td>
<td rowspan="4" align="center">1.2</td>
</tr>
<tr>
<td align="center">RDS1-2</td>
<td align="center">200</td>
</tr>
<tr>
<td align="center">RDS1-3</td>
<td align="center">300</td>
</tr>
<tr>
<td align="center">RDS1-4</td>
<td align="center">400</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-3">
<title>3.3 Test results</title>
<p>The shear test of 45 mm displacement was carried out on each slip zone soil sample, and after shearing to about 20 mm, the shear stress began to remain stable and unchanged, and it can be considered that the shear of slip zone soil has basically entered the residual strength state, and the specific results are shown in <xref ref-type="fig" rid="F3">Figure 3</xref>. At the beginning of the test, slip zone soil enters the elastic deformation stage under the small shear displacement, and immediately reaches the peak strength state, which is due to the weak ability to resist the elastoplastic deformation with slip zone soil, and the yield deformation occurs under the action of small shear. Then, slip zone soil enters the post-peak strain softening stage, and then enters the residual stage, and the shear to the residual state of slip zone soil is to obtain the residual strength of slip zone soil, and the test results also show that the residual strength is almost constant. With the increase of normal stress, the shear strength of slip zone soil also increases, which indicates that the normal stress has an inhibition effect on soil shear.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Shear evolution curves of slip zone soil. <bold>(a)</bold> Normal stress 100kPa. <bold>(b)</bold> Normal stress 200kPa; <bold>(c)</bold> Normal stress 300kPa; <bold>(d)</bold> Normal stress 400kPa.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g003.tif">
<alt-text content-type="machine-generated">Four graphs display shear stress (&#x3C4;) versus shear displacement (u) for different normal stresses (&#x3C3;&#x2099;) in kilopascals (kPa): 100, 200, 300, and 400 kPa. Each graph shows data points illustrating a strain softening stage followed by a residual strength stage. Data points are colored red, blue, green, and magenta, respectively. Arrows indicate the transition between the stages on each graph.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-4">
<title>3.4 Analysis of test results</title>
<p>Based on the four sets of shear strength-shear displacement curves and combined with the mol-Coulomb strength equation, the evolution curves of friction angle and cohesion with shear displacement in slip zone soil can be arbitrarily obtained. The shear displacement at any place corresponds to the four shear strengths under the condition of four normal stresses, and the linear fitting of the shear strength and normal stress can be realized by the Coulomb formula, as shown in <xref ref-type="fig" rid="F4">Figure 4</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Calculation process of cohesion and internal friction angle (<xref ref-type="bibr" rid="B2">Liu and Chen, 2014</xref>). <bold>(a)</bold> Obtaining of data points; <bold>(b)</bold> Fitting of cohesion and internal friction angle.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g004.tif">
<alt-text content-type="machine-generated">Graph (a) shows four curves representing shear stress (\(\tau\)) versus displacement (\(u\)) for normal stresses (\(\sigma_n\)) of 100, 200, 300, and 400 kPa. Graph (b) illustrates a linear relationship between shear stress and normal stress, described by \(\tau &#x3d; c &#x2b; \sigma_n \tan(\phi)\), with marked points aligned on the line corresponding to the four normal stress values.</alt-text>
</graphic>
</fig>
<p>
<xref ref-type="fig" rid="F5">Figure 5</xref> shows the internal friction angle as a function of shear displacement. With the increase of shear displacement, the internal friction angle increases first and reaches the peak, indicating that the friction between soil particles in the slip zone resists shear deformation in the soil, and the soil exhibits the characteristics of plastic hardening. After reaching the peak, the internal friction angle gradually decays until it stabilizes in the residual state, and with the continuous advancement of the shear deformation process, the soil structure is completely destroyed, and finally the shear strength is maintained only by the friction between the particles, and the soil shows the characteristics of strain softening. Here, the peak internal friction angle is 18.85&#xb0;; The residual internal friction angle is 13.47&#xb0;. In order to quantitatively evaluate the variation trend of the internal friction angle with shear displacement in the sliding zone soil, the Logistic function model was used for fitting, and the results of <xref ref-type="fig" rid="F5">Figure 5</xref> showed that the fitting degree was as high as 0.988, and the fitting effect was good, indicating that the attenuation law of the internal friction angle was in line with the Logistic function change relationship.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Evolution results of friction angle in slip zone soil.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g005.tif">
<alt-text content-type="machine-generated">Graph showing the relationship between shear displacement \( u \) in millimeters and \( \tan(\varphi) \), ranging from 0 to 50 millimeters on the x-axis and 0.10 to 0.40 on the y-axis. Red dots represent data points, while a cyan logistic curve fits the data, with the equation \( \tan(\varphi) &#x3d; 0.237 &#x2b; 0.116 / (1 &#x2b; (u / 9.75)^{2.83}) \) and \( R^2 &#x3d; 0.988 \). Arrows and text annotate specific points, such as \( \tan(\varphi) &#x3d; 0.342 \) and \( u &#x3d; 5 \) millimeters.</alt-text>
</graphic>
</fig>
<p>
<xref ref-type="fig" rid="F6">Figure 6</xref> shows the internal friction angle as a function of shear displacement. With the increase of shear displacement, the cohesion of the soil in the sliding zone is increasing rapidly, which indicates that the cohesion of soil particles in the sliding zone is resisting the external shear of the soil. After reaching the peak, the cohesion of the sliding zone soil decreases, indicating that the original stress structure in the sliding zone soil is continuously destroyed during the shearing process until the structural property is completely lost. The peak cohesion of the slip zone soil was 40.475 kPa, and the residual cohesion was constantly decreasing. In order to quantitatively evaluate the attenuation law of cohesion in the slip zone, the power function model was used for nonlinear fitting, and it can be seen from the results of <xref ref-type="fig" rid="F6">Figure 6</xref> that the fitting degree is 0.94, and the fitting effect is good, indicating that the attenuation law of cohesion obeys the power function change relationship.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Evolution results of cohesion in slip zone soil.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g006.tif">
<alt-text content-type="machine-generated">Graph showing the relationship between shear displacement in millimeters and cohesion in kilopascals. Red data points represent cohesion, decreasing steeply from 40.475 at \(u &#x3d; 2\) mm and leveling off. The turquoise line represents a power function fit, with an equation \(c &#x3d; 44.36 \times u^{-0.189}\) and \(R^2 &#x3d; 0.940\). A legend indicates data points and fitting curve.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-5">
<title>3.5 The evolutionary law of shear strength in slip zone</title>
<p>In general, the results of the change of internal friction angle and cohesion are first increased and then decayed. Considering that the internal friction angle and cohesion essentially represent the strength of the soil and have nothing to do with the shear evolution process of the soil, the plastic hardening process before the peak internal friction angle and the peak cohesion is appropriately corrected, and the correction results are shown in <xref ref-type="fig" rid="F5">Figures 5</xref>, <xref ref-type="fig" rid="F6">6</xref>. Correspondingly, according to the evolution fitting curve of friction angle and cohesion in the slip zone soil, combined with the Moore-Coulomb formula, the shear strength curve of the slip zone soil under the action of arbitrary normal stress can be obtained. Firstly, according to the evolution model of friction angle and cohesion in the soil of the sliding zone, as shown in <xref ref-type="disp-formula" rid="e1">Equation 1</xref> and <xref ref-type="disp-formula" rid="e2">Equation 2</xref>:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>tan</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="{" close="" separators="|">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mn>0.342</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi>u</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>5</mml:mn>
<mml:mi>m</mml:mi>
<mml:mi>m</mml:mi>
<mml:mo>;</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mn>0.237</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>0.116</mml:mn>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>u</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>9.75</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2.83</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>,</mml:mo>
<mml:mi>u</mml:mi>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>5</mml:mn>
<mml:mi>m</mml:mi>
<mml:mi>m</mml:mi>
<mml:mo>;</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="{" close="" separators="|">
<mml:mrow>
<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mn>40.475</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi>u</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>m</mml:mi>
<mml:mi>m</mml:mi>
<mml:mo>;</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mn>44.36</mml:mn>
<mml:mo>&#x2a;</mml:mo>
<mml:msup>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.189</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:msup>
<mml:mo>,</mml:mo>
<mml:mi>u</mml:mi>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>m</mml:mi>
<mml:mi>m</mml:mi>
<mml:mo>;</mml:mo>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>Secondly, by substituting <xref ref-type="disp-formula" rid="e1">Equation 1</xref> and <xref ref-type="disp-formula" rid="e2">Equation 2</xref> into <xref ref-type="disp-formula" rid="e3">Equation 3</xref>, the dynamic variation model of shear strength of slip zone soil can be obtained:<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:mi>&#x3c4;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>c</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>tan</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>According to the above steps, the shear strength of the sliding zone soil under normal stress of 100 kPa, 200 kPa, 300 kPa, 400 kPa, 500 kPa and 600 kPa was plotted with shear displacement, as shown in <xref ref-type="fig" rid="F7">Figure 7</xref>. With the increase of normal stress, the shear strength increases, the attenuation amplitude of shear strength from peak strength to residual strength increases, the longer the strain softening state lasts, the greater the deformation needs to be constant, and the peak strength decays to the residual strength needs to experience greater displacement. The above process can obtain the shear strength value of slip zone soil through shear displacement under arbitrary normal stress, which lays a foundation for the study of landslide dynamic stability from the perspective of strength.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Dynamic evolution of shear strength of slip zone.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g007.tif">
<alt-text content-type="machine-generated">Graph showing shear strength versus shear displacement for different normal stress values. Lines with different symbols represent varying stresses ranging from 100 to 600 kilopascals. Shear strength decreases as shear displacement increases.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4">
<title>4 Landslide stability calculations</title>
<sec id="s4-1">
<title>4.1 Landslide stability calculation process</title>
<p>Based on the dynamic variation curve of shear strength of the sliding zone obtained by the Moore-Coulomb theory, combined with the typical residual thrust method (<xref ref-type="bibr" rid="B16">Song and Xu, 2012</xref>), the improved mechanical model of landslide stability is established. In addition, the finite element numerical calculation model of the landslide was established by using the Geo-studio finite element software, and the dynamic stability evaluation of the landslide was compared and studied. The specific solution is divided into two aspects and the calculation process of landslide stability is shown in <xref ref-type="fig" rid="F8">Figure 8</xref>.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Flow chart for the calculation of landslide dynamic stability.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g008.tif">
<alt-text content-type="machine-generated">Flowchart illustrating the process of landslide dynamic stability calculation. It starts with a geological section of a landslide, involving steps like dividing the slide mass into slices, evaluating basic parameters, and using finite element modeling. Key steps include calculating sliding force, normal stress, anti-sliding force, and stability factors. The process involves adjusting displacement and parameters to ensure the factor of safety remains constant. The outcome is an Fr-u curve indicating stability.</alt-text>
</graphic>
</fig>
<p>The improved mechanical model of landslide stability: 1) The basic geometric parameters of the strip are obtained by the strip of the sliding body, including the width of the strip <italic>l</italic>
<sub>i</sub>, the volume of the strip <italic>V</italic>
<sub>i</sub>, the inclination angle <italic>&#x3b1;</italic>
<sub>i</sub> at the bottom of the strip, and the effective average gravity <italic>&#x3b3;</italic> and gravity <italic>W</italic>
<sub>i</sub> of the strip. 2) under the static equilibrium condition of any bar <italic>i</italic> along the direction of the vertical sliding surface, the normal stress <italic>&#x3c3;</italic>
<sub>ni</sub> of the vertical sliding surface of the bar and the partial gliding force <italic>T</italic>
<sub>i</sub> along the sliding surface are obtained; Based on the shear strength curve of the sliding belt based on the mol-Coulomb strength criterion under different normal stress conditions, the dynamic value of the shear strength of the shear belt at the bottom of the <italic>i</italic> block with shear displacement is obtained, and the dynamic anti-slip force value <italic>R</italic>
<sub>i</sub> of the <italic>i</italic> block along the sliding surface is obtained. 3) the difference between the sliding force <italic>T</italic>
<sub>i</sub> of any block <italic>i</italic> and the anti-sliding force <italic>R</italic>
<sub>
<italic>i</italic>
</sub> after the strength reduction is used to obtain the recursive equation of the residual thrust of the <italic>i</italic> block of the landslide, see <xref ref-type="disp-formula" rid="e4">Equations 4</xref>, <xref ref-type="disp-formula" rid="e5">5</xref>; 4) Set the reduction factor <italic>F</italic>
<sub>r</sub>, and then solve the residual thrust of each block in turn, so that the residual thrust of the last block is equal to or close to 0, that is, the landslide stability calculation converges.</p>
<p>Numerical calculation model of finite element: 1) Establish a two-dimensional finite element numerical model of landslide, assign material parameters of sliding body and bedrock, set boundary conditions, and mesh the model; 2) The friction angle and cohesion weakening value in the soil in the slip zone were selected as the corresponding representative landslide deformation conditions to assign the strength parameters of the slip zone, and the numerical simulation analysis of landslide deformation and failure was carried out. 3) The contour of the landslide deformation evolution result and the dynamic stability coefficient of the landslide are stopped until the stability coefficient of the landslide remains stable, indicating that the calculation of the stability of the landslide is convergent.</p>
</sec>
<sec id="s4-2">
<title>4.2 A mechanical model of landslide stability based on the evolution of friction angle and cohesion</title>
<p>Based on the dynamic evolution model of mol-Coulomb strength and the typical residual thrust method, a computational mechanical model of landslide stability with dynamic changes of internal friction angle and cohesion force is established. With the change of shear displacement, the friction angle and cohesion in the slip zone also change, and the shear strength will also weaken, so the landslide thrust and stability calculated by the model will have a dynamic evolution. The 2&#x2013;2 section of the landslide was selected as the typical section for strip calculation. Taking any bar <italic>i</italic> as the research object for specific analysis, as shown in <xref ref-type="fig" rid="F9">Figure 9</xref>, according to the overall force balance condition along the sliding surface of any bar <italic>i</italic>, the residual thrust Pi of any bar <italic>i</italic> is:<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>where <italic>P</italic>
<sub>
<italic>i</italic>-1</sub> is the residual thrust of bar <italic>i</italic>-1; <italic>&#x3b1;</italic>
<sub>
<italic>i</italic>-1</sub> and <italic>&#x3b1;</italic>
<sub>
<italic>i</italic>
</sub> represent the horizontal dip angles of the bottom sliding surface at bar <italic>i</italic>-1 and <italic>i</italic>, respectively, and the inclination angle of the sliding surface of the reverse warping section is negative. <italic>W</italic>
<sub>i</sub> is the weight of strip <italic>i</italic>, and severe <italic>&#x3b3;</italic>
<sub>i</sub> is taken as natural severity. <italic>F</italic>
<sub>r</sub> is the strength reduction factor, also known as the safety factor for landslide stability calculation, it is the critical value for a landslide to maintain the ultimate equilibrium state; <italic>&#x3c4;</italic>
<sub>si</sub> is the shear strength of the sliding zone at the bottom of the bar, which can be obtained from the dynamic evolution model of mol-coulomb strength. <italic>l</italic>
<sub>i</sub> is the length of the bottom of bar <italic>i</italic>; <italic>h</italic>
<sub>i</sub> is the average height of bar <italic>i</italic>.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Force diagram of slide mass.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g009.tif">
<alt-text content-type="machine-generated">Diagram illustrating a slope stability model. It depicts a slide mass divided into several sections, with labels such as \(i&#x2b;1\), \(i\), and \(i-1\). Forces like \(V_i\), \(W_i\), \(P_i\), \(T_i\), and \(N_i\) are indicated. The slope and slip zone are highlighted, showing angles and linear dimensions.</alt-text>
</graphic>
</fig>
<p>From the static equilibrium condition perpendicular to the bottom of bar <italic>i</italic>, it can be seen that the normal stress at the bottom of bar <italic>i</italic> becomes:<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
</sec>
<sec id="s4-3">
<title>4.3 Landslide applications</title>
<p>In the landslide stability analysis, it is generally considered that the landslide speeds do not detach and overlap with each other, that is, the horizontal displacement of each block is equal by default (<xref ref-type="bibr" rid="B29">Zhang and Wang, 2010</xref>), that is, the displacement between adjacent blocks satisfies as shown in <xref ref-type="disp-formula" rid="e6">Equation 6</xref>.<disp-formula id="e6">
<mml:math id="m6">
<mml:mrow>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>where <italic>u</italic>
<sub>
<italic>i</italic>
</sub> and <italic>u</italic>
<sub>
<italic>i</italic>-1</sub> are the displacements of bar and <italic>i</italic>-1, respectively, and <italic>&#x3b1;</italic>
<sub>
<italic>i</italic>
</sub> and <italic>&#x3b1;</italic>
<sub>
<italic>i</italic>-1</sub> are the inclination angles of bar <italic>i</italic> and bar <italic>i</italic>-1, respectively.</p>
</sec>
<sec id="s4-4">
<title>4.4 Numerical simulation comparison</title>
<p>The 2&#x2013;2 section of the landslide was selected as the typical geological section, and the two-dimensional numerical calculation model of the landslide was established by the Geo-Studio finite element software, as shown in <xref ref-type="fig" rid="F10">Figure 10</xref>. According to the spatial structure of the landslide, the landslide is divided into three materials, the ideal elastoplastic model is used for the sliding body and the sliding belt material, and the ideal elastic model is used for the bedrock sliding bed. In order to accurately reveal the deformation and failure of the landslide, the mesh near the slip zone material was further subdivided, and a total of 6482 grid elements and 6541 grid nodes were divided. According to the results of indoor physical and mechanical tests and geotechnical engineering investigations, the physical and mechanical calculation parameters of each layer of the numerical calculation model are comprehensively determined, as shown in <xref ref-type="table" rid="T3">Table 3</xref>.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Numerical calculation model.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g010.tif">
<alt-text content-type="machine-generated">Diagram of a slope illustrating landslide materials. The yellow area indicates the slide mass, red shows the slip zone, and blue represents the bedrock. Elevation is on the y-axis, with horizontal position on the x-axis. Ground surface is marked by a green line. Boundary conditions are labeled &#x22;Fixed X&#x22; and &#x22;Fixed X/Y&#x22; at base and sides.</alt-text>
</graphic>
</fig>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Mechanical parameters of the finite element numerical model of landslide.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Landslide structures</th>
<th align="center">Material composition</th>
<th align="center">Internal friction angle (&#xb0;)</th>
<th align="center">Cohesion <italic>c</italic> (kPa)</th>
<th align="center">Gravity (kN/m<sup>3</sup>)</th>
<th align="center">Elastic modulus <italic>E</italic> (kPa)</th>
<th align="center">Poisson ratio <italic>u</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Slide mass</td>
<td align="center">Crushed stones and blocks</td>
<td align="center">22</td>
<td align="center">28</td>
<td align="center">19</td>
<td align="center">40</td>
<td align="center">0.35</td>
</tr>
<tr>
<td align="center">Slip zone</td>
<td align="center">Silty clay</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
<td align="center">18.5</td>
<td align="center">20</td>
<td align="center">0.2</td>
</tr>
<tr>
<td align="center">Bedrock</td>
<td align="center">Sandy slate</td>
<td align="center">40</td>
<td align="center">45</td>
<td align="center">27</td>
<td align="center">45</td>
<td align="center">0.4</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In order to accurately and comprehensively reveal the results of landslide deformation evolution, the internal friction angle and cohesion weakening values of six groups of slip zone soils were selected as the corresponding representative landslide deformation conditions for numerical simulation analysis, and the specific scheme is shown in <xref ref-type="table" rid="T4">Table 4</xref>.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Simulating conditions.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Condition</th>
<th align="center">Friction angle of slip zone (&#xb0;)</th>
<th align="center">Cohesion of slip zone <italic>c</italic> (kPa)</th>
<th align="center">Shear displacement <italic>u</italic> (mm)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">(a)</td>
<td align="center">18.85</td>
<td align="center">37.874</td>
<td align="center">1</td>
</tr>
<tr>
<td align="center">(b)</td>
<td align="center">18.85</td>
<td align="center">30.714</td>
<td align="center">5</td>
</tr>
<tr>
<td align="center">(c)</td>
<td align="center">16.33</td>
<td align="center">27.549</td>
<td align="center">10</td>
</tr>
<tr>
<td align="center">(d)</td>
<td align="center">14.96</td>
<td align="center">26.706</td>
<td align="center">15</td>
</tr>
<tr>
<td align="center">(e)</td>
<td align="center">14.04</td>
<td align="center">26.073</td>
<td align="center">20</td>
</tr>
<tr>
<td align="center">(f)</td>
<td align="center">13.41</td>
<td align="center">23.752</td>
<td align="center">30</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="results" id="s5">
<title>5 Results</title>
<sec id="s5-1">
<title>5.1 Evolution results of shear strength distribution of slip zone</title>
<p>With the evolution of landslide, the shear displacement of slip zone also shows a trend of weakening in space. In order to quantitatively reveal the weakening degree of the strength of slip zone, the relationship between the strength of the bottom of slide mass and the shear displacement was calculated and analyzed. <xref ref-type="fig" rid="F11">Figure 11</xref> shows the spatial distribution of slip zone strength at each position at the bottom of the landslide and the variation with shear displacement.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Evolution results of dynamic distribution of shear strength in slip zone.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g011.tif">
<alt-text content-type="machine-generated">Line graph showing shear strength (&#x3C4;&#x2B9;s) in kilopascals (kPa) versus horizontal position (x) in meters (m), labeled with different markers for various \(u_1\) measurements ranging from 1 mm to 50 mm. Data points form undulating curves between the trailing and leading edges marked on the graph.</alt-text>
</graphic>
</fig>
<p>Spatially, from the trailing edge to the front edge of the landslide, the strength distribution of slip zone generally shows a pattern of first increasing and then decreasing, and the strength of slip zone is the highest at 139.6 m. In the middle part of the 139.6 m sliding body, the thickness of slide mass is the deepest, reaching a maximum depth of 10.9 m, extending to the front edge and the trailing edge, the thickness of slide mass is about thin, and the buried depth of slip zone is shallow. The deeper the slip zone is embedded, the greater the normal stress, and the greater the shear strength of slip zone, and <italic>vice versa</italic>. It is worth noting that the strength of the leading edge of slip zone increases abruptly, which is due to the reverse warping of the dip angle of slip zone, which increases the normal stress of slip zone, resulting in an increase in strength.</p>
<p>In terms of time, the strength of slip zone showed a gradual trend. With the increase of landslide displacement, the peak strength of slip zone gradually decays, and the strain softening begins to occur in slip zone, which gradually tends to be stable after about 25 mm, and remains in their respective residual strength states.</p>
<p>With the continuous increase of landslide displacement, the shear strength at each slip zone is strained and softened and attenuated to different degrees, and the deeper the buried depth of the slip zone, the greater the normal stress of the upper sliding body, and the faster the shear strength attenuation of the slip zone.</p>
</sec>
<sec id="s5-2">
<title>5.2 Evolution results of landslide deformation and failure process</title>
<p>By means of numerical simulation, the different attenuation values of friction angle and cohesion in slip zone are taken as the deformation conditions, and the deformation displacement of the landslide and the maximum shear strain increment of slip zone are taken as the evaluation indexes, and the deformation evolution mechanism of the landslide is analyzed through dynamic calculation. The trailing edge of the landslide.</p>
<p>
<xref ref-type="fig" rid="F12">Figure 12</xref> shows the evolution contour of landslide deformation under different shear displacement conditions. With the attenuation of the strength index of slip zone, the deformation evolution of the landslide gradually intensifies. When the shear displacement of slip zone is 1 mm, the deformation of the landslide is mainly manifested in the leading edge and the trailing edge, and the middle part is almost not deformed. With the increasing shear displacement, the friction angle and cohesion in slip zone are continuously attenuated, and the deformation of the landslide is intensified, and the deformation of the leading and trailing edges of the landslide extends to the middle part. When the shear displacement reaches 30 mm, the friction angle and cohesion in slip zone are stabilized in their respective residual states, and the landslide produces an overall sliding. The simulation results show the deformation of the front and trailing edges, and then extend the deformation to the middle sliding body, which is consistent with the deformation and failure signs of the collapse of the trailing edge due to the steep slope and the slip of the leading edge due to river erosion and cutting. The simulation results can accurately reveal the deformation evolution process of the landslide.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>The evolution process of landslide deformation displacement. <bold>(a)</bold> c=37.874kPa and &#x3c6;=18.85&#xb0;; <bold>(b)</bold> c=30.714kPa and &#x3c6;=18.85&#xb0;; <bold>(c)</bold> c=27.549kPa and &#x3c6;=16.33&#xb0;; <bold>(d)</bold> c=26.706kPa and &#x3c6;=14.96&#xb0;; <bold>(e)</bold> c=26.073kPa and &#x3c6;=13.94&#xb0;; <bold>(f)</bold> c=23.752kPa and &#x3c6;=13.41&#xb0;.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g012.tif">
<alt-text content-type="machine-generated">Six side-by-side slices labeled (a) to (f) display variations in color gradients, representing different properties. Each slice has angle (&#x3C6;) and cohesion (c) values. A vertical color scale on the right measures soil depth in millimeters, ranging from 0 (orange) to 135 (blue).</alt-text>
</graphic>
</fig>
<p>
<xref ref-type="fig" rid="F13">Figure 13</xref> shows the incremental evolution of shear strain in slip zone under different deformation states of the landslide. As shown in <xref ref-type="fig" rid="F13">Figure 13</xref>, with the attenuation of friction angle and cohesion in slip zone, the shear failure of slip zone is gradually penetrated. The shear strain increment of slip zone has a good correspondence with the deformation and displacement evolution state of the landslide. When the shear displacement is 1 mm, the shear strain of slip zone is sporadically distributed at the leading and trailing edges of the landslide, and the shear strain in the middle of the slip zone is not penetrated, so the leading edge of the landslide shows traction slip, and the trailing edge of the landslide shows stacked deformation. With the increasing shear displacement, the shear strain of the slip zone expands from both sides to the middle, and the landslide gradually shows a trend of gradual failure. When the shear displacement reaches 30 mm, the shear strain is integrated through, and the landslide manifests as overall deformation and failure.</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Evolution of the maximum shear strain increment. <bold>(a)</bold> c=37.874kPa and &#x3c6;=18.85&#xb0;; <bold>(b)</bold> c=30.714kPa and &#x3c6;=18.85&#xb0;; <bold>(c)</bold> c=27.549kPa and &#x3c6;=16.33&#xb0;; <bold>(d)</bold> c=26.706kPa and &#x3c6;=14.96&#xb0;; <bold>(e)</bold> c=26.073kPa and &#x3c6;=13.94&#xb0;; <bold>(f)</bold> c=23.752kPa and &#x3c6;=13.41&#xb0;.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g013.tif">
<alt-text content-type="machine-generated">Six graphs labeled (a) to (f) show slope stability with varying angle and cohesion values. Each graph depicts a purple slope with different shades indicating stability levels according to the scale on the right. The angles \( \phi \) and cohesion \( c \) values are specified for each graph: (a) \( \phi&#x3d;18.85^\circ \), \( c&#x3d;37.874 \) kPa; (b) \( \phi&#x3d;18.85^\circ \), \( c&#x3d;30.714 \) kPa; (c) \( \phi&#x3d;16.33^\circ \), \( c&#x3d;27.549 \) kPa; (d) \( \phi&#x3d;14.96^\circ \), \( c&#x3d;26.706 \) kPa; (e) \( \phi&#x3d;14.04^\circ \), \( c&#x3d;26.073 \) kPa; (f) \( \phi&#x3d;13.41^\circ \), \( c&#x3d;23.752 \) kPa.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s5-3">
<title>5.3 Evolution results of landslide dynamic stability</title>
<p>The improved stability computational mechanical model and finite element numerical calculation model were used to obtain the dynamic stability of the landslide, respectively. <xref ref-type="fig" rid="F14">Figure 14</xref> shows the evolution of landslide stability as a function of displacement. As shown in <xref ref-type="fig" rid="F14">Figure 14</xref>, the stability calculated by the two models has the same evolutionary law and the difference is small, and both gradually decrease from peak stability to residual stability. In the initial sliding state of the landslide, the peak stability of the landslide is 1.25, with the increase of the landslide displacement, the strain of slip zone begins to soften, the strength is gradually weakened, the anti-sliding force of the landslide gradually decreases, and the stability of the landslide gradually decreases from the peak; when the strain softening phenomenon of slip zone is over, the shear strength of slip zone is stable at the respective residual strength, and the landslide is gradually stabilized in the residual state, and the residual stability is between 1.07 and 1.08.</p>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Stability evolution of landslide.</p>
</caption>
<graphic xlink:href="feart-13-1650860-g014.tif">
<alt-text content-type="machine-generated">Line graph showing the Stability Factor \( F_s \) against Displacement \( u_1 \) in millimeters. Blue circles represent the Finite Element Model, and red circles represent the Residual Thrust Model. Both models show a decreasing trend that stabilizes around a displacement of 20 millimeters.</alt-text>
</graphic>
</fig>
<p>The residual stability of the landslide is between 1.07 and 1.08, indicating that the landslide is currently in a basically stable state. The stability of the landslide changes from time to time, and it is possible to slide again in the later stage of the landslide under the induction of a combination of rainfall infiltration, river erosion at the front edge and steep slope at the back edge. Therefore, the trailing edge of the landslide should be appropriately cut and the leading edge of the landslide should be diverted. In addition, necessary measures such as monitoring and early warning should be carried out irregularly in the later stage, especially in the high incidence of the local rainy season, so as to prevent large-scale landslide sliding under heavy rainfall infiltration conditions and ensure the normal operation of highway traffic.</p>
<p>In this study, the samples in slip zone soil were screened with coarse particles, and the fine particles were retained. In its actual state, the slip zone soil is accompanied by a large number of coarse grains. Therefore, the shear strength of slip zone soil tested by the ring shear test is obviously weaker than that of the actual slip zone soil, and the calculation results of landslide stability are also low. Therefore, the ring shear test <italic>in situ</italic> can be carried out in order to obtain a more accurate shear strength of slip zone soil and accurately analyze the stability evaluation of the landslide.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s6">
<title>6 Conclusion</title>
<p>In this paper, the on-site engineering geological investigation of a high-speed subgrade landslide is carried out, the soil samples of the slip zone are taken, the ring shear test is carried out, and the dynamic model of the strength of the slip zone with the change of internal friction angle and cohesion is established by combining the Moore Coulomb theory. Secondly, the dynamic model of sliding belt strength was combined with the typical residual thrust method to establish an improved computational mechanical model of landslide stability. Finally, the finite element model of the landslide was established by using the Geo-studio finite element software, and the deformation evolution mechanism of the landslide with the weakening of the friction angle and cohesion in the slip zone was analyzed. The following conclusions are drawn:<list list-type="simple">
<list-item>
<p>(1) The deformation and failure evolution mechanism of landslide is revealed. Through the on-site engineering geological investigation, it is shown that the slip shows a collapse-figure slip failure. The numerical simulation results show that with the increase of sliding displacement, the deformation displacement of the landslide gradually increases and expands from the leading edge and trailing edge to the middle, and the shear strain of the slip zone gradually penetrates from the leading edge and the trailing edge deformation, which is consistent with the phenomenon revealed by the field engineering geological investigation.</p>
</list-item>
<list-item>
<p>(2) The results of the attenuation of the shear strength of the slip belt are obtained. The friction angle in the soil in the slip zone shows a law with the attenuation of the logistic model, and the cohesion force shows a law with the attenuation of the power function model. The strength of the sliding belt gradually decreases in the middle and the front and back edges, and the strength of the sliding belt is the highest at 119.4 m, and the distribution on both sides of the front and trailing edges decreases gradually. With the evolution of the landslide displacement, the strength values of each slip zone show strain softening, and finally stabilize at their respective residual strengths.</p>
</list-item>
<list-item>
<p>(3) The evolution results of landslide dynamic stability were evaluated. With the increase of landslide displacement, the stability of the landslide gradually decreases from the peak stability to the law of their respective residual stability, and the difference between the stability calculated by the two mechanical models is small.</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s7">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>YD: Conceptualization, Writing &#x2013; original draft. MZ: Writing &#x2013; original draft, Data curation, Methodology. TL: Writing &#x2013; review and editing, Investigation. YZ: Formal Analysis, Methodology, Writing &#x2013; review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This research was funded by Natural Science Foundation of Jiangxi Province (20232BAB214069).</p>
</sec>
<ack>
<p>The authors would like to thank the reviewers of this paper for their constructive comments.</p>
</ack>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s11">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="s12">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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