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<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>
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<article-id pub-id-type="publisher-id">1394898</article-id>
<article-id pub-id-type="doi">10.3389/feart.2024.1394898</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>Laboratory investigation of the spatial thermodynamic properties of the bridge approach in the permafrost region</article-title>
<alt-title alt-title-type="left-running-head">Yin 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.2024.1394898">10.3389/feart.2024.1394898</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yin</surname>
<given-names>Qixiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2255433/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
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<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Junjie</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Boyang</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<contrib contrib-type="author">
<name>
<surname>Hou</surname>
<given-names>Mingjiao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>School of Architecture and Construction</institution>, <institution>Jiangsu Vocational Institute of Architectural Technology</institution>, <addr-line>Xuzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Mechanics and Civil Engineering</institution>, <institution>China University of Mining and Technology</institution>, <addr-line>Xuzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>School of Civil Engineering</institution>, <institution>Henan Polytechnic University</institution>, <addr-line>Jiaozuo</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/2647304/overview">Hao Shi</ext-link>, Anhui University of Science and Technology, 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/2674229/overview">Zhen Huang</ext-link>, Jiangxi University of Science and Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2675324/overview">Guansheng Han</ext-link>, Shaoxing University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Boyang Zhang, <email>zhangboyangzzdq@126.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>05</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1394898</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>03</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Yin, Wu, Zhang and Hou.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Yin, Wu, Zhang and Hou</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>As the highest altitude and the longest plateau railway line, the Qinghai&#x2013;Tibet railway passes through a large area of continuous permafrost. As the key position of the combination of roadbed and bridge, the stability and strength of the bridge approach directly affect the smoothness of the whole line. Through an indoor model test, the distribution pattern of space temperature field and the change law of temperature measuring points in the bridge approach of gravel sandwich are studied. With the increase in the depth from the subgrade surface, the influence of the temperature change in the upper atmosphere decreases gradually at the 2.5-m platform back of the subgrade center section, resulting in an obvious lag in the subgrade. By comparing the temperature measurement data of different bridge approaches of the gravel interlayer road bridge and the bridge approach of the U-shaped block gravel road bridge, it is shown that the U-shaped structure not only has a better overall cooling effect, but also the cooling effect gradually increases with the increase in the distance from the abutment back. The influence range of the road&#x2013;bridge transition section on the spatial temperature field is approximately 14 m in the back of the abutment, and the influence range at 7.5 m is the most severe. The research results have important practical significance and engineering application value for the operation and maintenance of the Qinghai&#x2013;Tibet railway.</p>
</abstract>
<kwd-group>
<kwd>bridge approach</kwd>
<kwd>permafrost region</kwd>
<kwd>gravel sandwich</kwd>
<kwd>temperature field</kwd>
<kwd>subgrade</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Solid Earth Geophysics</meta-value>
</custom-meta>
</custom-meta-wrap>
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</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Frozen soil usually refers to a layer that consists of all types of rock and soil bound together by ice and has a temperature at or below 0&#xb0;C (<xref ref-type="bibr" rid="B33">Xu et al., 2001</xref>). Frozen soil can be divided into permafrost, seasonal frozen soil, and perennial frozen soil, according to different freezing duration. Instantaneous frozen soil refers to the frozen soil that lasts only a few hours to several days in winter, and its freezing depth is several centimeters to several millimeters. Seasonal frozen soil usually refers to the frozen soil at a certain depth under the surface affected by seasonal changes and periodic freeze&#x2013;thaw cycles of soil. Permafrost refers to any ground that is completely frozen for 2 years, and only a certain depth under the surface is affected by seasonal freeze&#x2013;thaw cycles. China&#x2019;s permafrost regions are mostly distributed in the Greater Khingan Mountains and the Qinghai&#x2013;Tibet Plateau, accounting for 22.3% of the land area. The Qinghai&#x2013;Tibet Plateau is a vast area with low annual average temperature due to the influence of latitude and altitude. It is the highest and largest plateau permafrost region in the world (<xref ref-type="bibr" rid="B38">Zhou and Guo, 2000</xref>). As the connecting section of roadbed and bridge, the thermal stability of the bridge approach in the permafrost region affects the safety and stability of the whole line (<xref ref-type="bibr" rid="B7">Jensen and Traeger, 2014</xref>; <xref ref-type="bibr" rid="B3">Glenis et al., 2015</xref>; <xref ref-type="bibr" rid="B5">Haeberli et al., 2017</xref>; <xref ref-type="bibr" rid="B6">Hu et al., 2017</xref>; <xref ref-type="bibr" rid="B4">Haasnoot et al., 2018</xref>). The temperature field in the frozen soil region is the focus of current research (<xref ref-type="bibr" rid="B18">Mu, 2012</xref>; <xref ref-type="bibr" rid="B9">Li et al., 2015</xref>; <xref ref-type="bibr" rid="B12">Liu et al., 2017</xref>; <xref ref-type="bibr" rid="B11">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="B14">Luo et al., 2019</xref>; <xref ref-type="bibr" rid="B17">Mao et al., 2019</xref>). The direct manifestation of the disease in the bridge approach is the problem of bump at bridgehead. In order to reduce the impact of bridgehead bump on transportation, it is necessary to continuously deal with the subsidence and other problems in the bridgehead bump area in time, which not only costs a lot of manpower, material, and financial resources but also causes other problems at the bridgehead after the repair treatment is completed.</p>
<p>At present, targeted research has been carried out on the subgrade of high-speed railway in cold regions and the subgrade of bridge approach (<xref ref-type="bibr" rid="B24">Shi et al., 2014</xref>; <xref ref-type="bibr" rid="B21">Niu et al., 2016</xref>; <xref ref-type="bibr" rid="B1">Cao, 2017</xref>; <xref ref-type="bibr" rid="B27">Tai et al., 2017</xref>; <xref ref-type="bibr" rid="B10">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B29">Wu et al., 2022</xref>) (Eq. <xref ref-type="disp-formula" rid="e7">7</xref>). <xref ref-type="bibr" rid="B37">Zhou et al. (2004</xref>) studied the pre-cooling subgrade through numerical analysis and concluded that the pre-cooling subgrade can effectively raise the upper limit of natural permafrost and weaken the formation of a melting disk. <xref ref-type="bibr" rid="B28">Wang and Wu (2017)</xref> combined the geological characteristics of the frozen soil area to comprehensively analyze the bridge approach. They found that the frozen soil continuously melted due to the hydrothermal erosion of the surface water and the groundwater in the upper thawed layer, and the settlement disease became more serious. <xref ref-type="bibr" rid="B22">Pan (2017)</xref> (Eqs <xref ref-type="disp-formula" rid="e1">1</xref>&#x2013;<xref ref-type="disp-formula" rid="e6">6</xref>) and <xref ref-type="bibr" rid="B32">Wu and Pan (2018)</xref> referred to the treatment method of the bridge approach in the general area, replaced the top of subgrade with a single-particle-size gravel layer, and analyzes the temperature field, water field, and displacement field of the new bridge approach through indoor comparative test and numerical simulation. <xref ref-type="bibr" rid="B19">Niu et al. (2011a)</xref> selected the bridge approach of 164 bridges from Xidatan to Chiqu Valley along the Qinghai&#x2013;Tibet railway as the research sample. The investigation and analysis found that the total average settlement of the bridge approach was 7.0 cm, and the subgrade settlement was related to the bridge direction, subgrade height, frozen soil type and water content, ground temperature, geological conditions, and other factors. <xref ref-type="bibr" rid="B13">Lu (2016)</xref> analyzed the influence of groundwater on the differential settlement of the bridge approach and concluded that the ponding at the foot of the slope and the water under the layer have great influence on the settlement. <xref ref-type="bibr" rid="B2">Chen (2018)</xref> proposed a new improvement scheme based on the existing treatment measures, such as waterproof and drainage, ballast layer treatment, and other measures, and verified the feasibility and long-term effect of the improvement scheme by numerical simulation. <xref ref-type="bibr" rid="B23">Shen et al. (2018)</xref> and <xref ref-type="bibr" rid="B35">Zhang et al. (2016)</xref> tested the bridge approach of Ha-Qi and Ha-Da high railway lines and obtained the frost heave and settlement deformation characteristics of the bridge approach. <xref ref-type="bibr" rid="B20">Niu et al. (2011b)</xref> analyzed the settlement of the bridge approach of the Qinghai&#x2013;Tibet railway and its influencing factors. <xref ref-type="bibr" rid="B34">Zhai and True (1999)</xref> showed that the longitudinal stiffness of the transition section will significantly affect the running quality of the train. <xref ref-type="bibr" rid="B26">Sun et al. (2013)</xref> used the finite element method to analyze the influence of different lengths of the bridge approach on the displacement and stress of the subgrade surface.</p>
<p>However, there are few studies investigating the spatial temperature field of a road&#x2013;bridge transition section. In this experiment, the spatial temperature field distribution characteristics of different forms of the road&#x2013;bridge transition section are studied using a model test design, and the spatial temperature field distribution and causes of the road&#x2013;bridge transition section in the permafrost region are analyzed, which provides reference for the subsequent design and construction of the road&#x2013;bridge transition section.</p>
</sec>
<sec id="s2">
<title>2 Model test prototype characteristics and similarity modeling</title>
<sec id="s2-1">
<title>2.1 Structural characteristics of the test prototype</title>
<p>The site of the model test is located in the Chumar River Plain in China. The annual average temperature is &#x2212;4&#xb0;C, which is a permafrost development zone. The thickness of permafrost is approximately 40 m, and the ground temperature is maintained at 0.0&#xb0;C to &#x2212;1.0&#xb0;C all the year round, which is a very unstable section of high-temperature permafrost.</p>
<p>The length of the transition section is 14 m, the inverted trapezoidal slope is 1: 2, the width of the top surface of the roadbed is 8.4 m, and the overall height of the roadbed is 6 m. Because the ground temperature of the natural frozen soil is greatly affected by construction, in order to minimize the influence of ground temperature, only simple treatment is carried out at the natural surface, and then the roadbed and transition section are constructed.</p>
</sec>
<sec id="s2-2">
<title>2.2 Analog modeling</title>
<p>Based on the similarity theory, the factors affecting the distribution of the temperature field in the transition section of road and bridge in permafrost regions are first determined, and the parameter modeling design is carried out through the criterion analysis (<xref ref-type="bibr" rid="B8">Jing et al., 2020</xref>; <xref ref-type="bibr" rid="B30">Wu et al., 2020</xref>). The main factors affecting the temperature field distribution of the bridge approach are geometric size <inline-formula id="inf1">
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<mml:math id="m9">
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
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</inline-formula> (<inline-formula id="inf10">
<mml:math id="m10">
<mml:mrow>
<mml:mi>a</mml:mi>
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</inline-formula> &#x3d; <inline-formula id="inf11">
<mml:math id="m11">
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
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</inline-formula>/(<italic>&#x3c1;</italic>&#x2022;<italic>c</italic>), with density <italic>&#x3c1;</italic> and specific heat capacity <italic>c</italic>), specific heat capacity <inline-formula id="inf12">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
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<mml:math id="m13">
<mml:mrow>
<mml:mi>&#x3b6;</mml:mi>
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<mml:mi>G</mml:mi>
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<p>According to the similarity theory, the relationship between the temperature field of the bridge approach and its main influencing factors is as follows:<disp-formula id="e1">
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<mml:mi>&#x3bb;</mml:mi>
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<mml:mi>c</mml:mi>
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<p>According to the dimensional analysis of the similarity theory, the similarity criterion of the temperature field of the road&#x2013;bridge transition section in the permafrost region is<disp-formula id="equ1">
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<p>Therefore, the criterion equation can be expressed as<disp-formula id="e2">
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<p>According to the above equations and criteria, the model test is designed. The proportional relationship and conversion coefficient between the physical quantities of the model test should be determined.<list list-type="simple">
<list-item>
<p>(1) Geometric scaling</p>
</list-item>
</list>
</p>
<p>According to the test accuracy requirements and test conditions, the test geometry scale is initially selected as <inline-formula id="inf15">
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<list-item>
<p>(2) Model test material selection</p>
</list-item>
</list>
</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Parameter design table of the model test.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Dimension</th>
<th align="center">Scale factor</th>
<th align="center">Prototype (m)</th>
<th align="center">Model (cm)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Top width of the transition section</td>
<td rowspan="5" align="center">25</td>
<td align="center">8.4</td>
<td align="center">33.6</td>
</tr>
<tr>
<td align="center">Transition section height</td>
<td align="center">6</td>
<td align="center">24</td>
</tr>
<tr>
<td align="center">Transition section bottom width</td>
<td align="center">26.4</td>
<td align="center">105.6</td>
</tr>
<tr>
<td align="center">Top length of the transition section</td>
<td align="center">14</td>
<td align="center">56</td>
</tr>
<tr>
<td align="center">Bottom length of the transition section</td>
<td align="center">6</td>
<td align="center">24</td>
</tr>
<tr>
<td align="center">Cross section roadbed slope ratio</td>
<td colspan="3" align="center">1:1.5</td>
</tr>
<tr>
<td align="center">Slope ratio of the longitudinal transition section</td>
<td colspan="3" align="center">1:2</td>
</tr>
<tr>
<td align="center">Width of the abutment top</td>
<td rowspan="6" align="center">25</td>
<td align="center">8.4</td>
<td align="center">33.6</td>
</tr>
<tr>
<td align="center">Thickness of the abutment</td>
<td align="center">1.2</td>
<td align="center">4.8</td>
</tr>
<tr>
<td align="center">Bridge height</td>
<td align="center">6</td>
<td align="center">24</td>
</tr>
<tr>
<td align="center">Length of the foundation slab</td>
<td align="center">8.4</td>
<td align="center">33.6</td>
</tr>
<tr>
<td align="center">Height of the foundation slab</td>
<td align="center">1</td>
<td align="center">4</td>
</tr>
<tr>
<td align="center">Diameter of the pile</td>
<td align="center">1</td>
<td align="center">4</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The foundation soil and subgrade soil are remolded silty clay in Xuzhou, China. The transition section is filled with coarse-grained soil, and the abutment of the bridge transition section is prefabricated. Therefore, the similarity constant of <inline-formula id="inf16">
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<p>(3) Temperature scaling</p>
</list-item>
</list>
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<p>According to the Kosovitch criterion,<disp-formula id="e3">
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<label>(5)</label>
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<p>where <inline-formula id="inf21">
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<mml:mi>C</mml:mi>
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</inline-formula> represents the latent heat ratio constant (latent heat shrinkage ratio), <inline-formula id="inf22">
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<p>Since the test material is soil, that is <inline-formula id="inf24">
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</inline-formula>, the temperature at a certain position in the model test corresponds to the temperature at that position in the actual project after geometric scaling.<list list-type="simple">
<list-item>
<p>(4) Time scaling</p>
</list-item>
</list>
</p>
<p>Fourier criterion can be expressed as<disp-formula id="e6">
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<label>(6)</label>
</disp-formula>where <inline-formula id="inf25">
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</inline-formula> &#x3d;625, which implies that the model test day is equivalent to the actual 625 days.</p>
</sec>
</sec>
<sec id="s3">
<title>3 Model test design</title>
<sec id="s3-1">
<title>3.1 Test bench design</title>
<p>The model test chamber is surrounded by the adiabatic boundary, and thermal insulation cotton with 5 cm thickness and special polyethylene adhesive as binder is used for thermal insulation treatment (<xref ref-type="bibr" rid="B15">Ma et al., 2022a</xref>; <xref ref-type="bibr" rid="B16">Ma et al., 2022b</xref>; <xref ref-type="bibr" rid="B25">Shi et al., 2023a</xref>; <xref ref-type="bibr" rid="B39">Shi et al., 2023b</xref>; <xref ref-type="bibr" rid="B36">Zheng et al., 2024</xref>). In order to alleviate the deformation caused by the lateral earth pressure inside the model test box, the model is processed by three layers of 1-cm-thick wooden template, 1-cm-thick wooden template, and Q235 steel from the inside to the outside. In order to ensure the external stiffness of the model box after filling, four steel sections are welded horizontally with the external wooden template. In order to ensure the external stiffness of the model box after filling, four sections of steel are welded horizontally with the external wood formwork. The internal size of the model box is 2,200 mm &#xd7; 2000 mm &#xd7; 600 mm. The model box is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Model box physical diagram.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 Temperature control system and refrigeration system</title>
<p>Refrigeration and temperature control equipment with a precision low-temperature thermostatic circulation tank is shown in <xref ref-type="fig" rid="F2">Figure 2</xref>. This setup permits precise temperature control over the entire measuring range and maintains an optimum constant temperature with fluctuations of &#xb1;0.02&#xb0;C using alcohol as an internal refrigerant. The bottom constant temperature plate adopts iron material, and there are upper and lower parts that consist of two whole plates. The refrigeration and constant temperature effects are achieved by a circulating cold liquid, as shown in <xref ref-type="fig" rid="F3">Figure 3</xref>. The atmospheric temperature of the simulated model test in the walk-in refrigeration laboratory is shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. The internal refrigeration system and temperature control system of the walk-in refrigeration laboratory are integrated, and the system automatically controls the temperature. The low-temperature range is &#x2212;20&#xb0;C to 10&#xb0;C, the temperature control deviation is &#xb1;0.5&#xb0;C, and the temperature accuracy is 0.1&#xb0;C.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Precision low-temperature thermostatic circulation tank.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Thermostatic plate.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Temperature control and refrigeration system.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g004.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Measurement system design</title>
<p>The spatial temperature field distribution of the bridge approach in the permafrost region is the focus of the current research. The temperature probe adopts the temperature sensor, and the data acquisition instrument adopts the multi-channel temperature data acquisition instrument developed by the State Key Laboratory of Deep Geotechnical Mechanics and Underground Engineering of China University of Mining and Technology, as shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. The diagram of the final test system is shown in <xref ref-type="fig" rid="F6">Figure 6</xref>.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Data acquisition instrument physical map.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Diagram of the test system. <bold>(A)</bold> Gravel sandwich bridge approach. <bold>(B)</bold> U-shaped block gravel bridge approach.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<title>4 Test steps and test plan</title>
<p>The physical and mechanical parameters such as soil particle gradation, maximum dry density, and liquid and plastic limits were measured before the model test. The soil used in the test is fine-grained soil, that is, soil particles with a particle size of less than 2 mm. The compaction test adopts the test method to simulate the compaction conditions of the construction site and the hammering method to increase the soil density, improve the strength, and reduce the settlement.</p>
<sec id="s4-1">
<title>4.1 Procedure of the test</title>
<p>The test process is carried out through the preparation of the test soil, the prefabrication of the test abutment, the installation and test of the bottom constant temperature system, the embedding and positioning of the foundation sensor, the layered filling of the foundation soil and the embedding of the sensor, the positioning and installation of the abutment position, the laying of the gravel cushion of the road foundation, the layered filling of the roadbed soil and the embedding of the sensor, the filling of the roadbed soil, the installation of the bridge deck, the laying of the roadbed ballast and the fan, and the data acquisition, as shown in <xref ref-type="fig" rid="F7">Figures 7</xref>&#x2013;<xref ref-type="fig" rid="F10">10</xref>.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Filling foundation soil. <bold>(A)</bold> Sensor embedding. <bold>(B)</bold> Foundation soil filling completed.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g007.tif"/>
</fig>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Abutment construction.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Laying roadbed gravel cushion</p>
</caption>
<graphic xlink:href="feart-12-1394898-g009.tif"/>
</fig>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Laying roadbed gravel cushion. <bold>(A)</bold> Gravel sandwich bridge approach. <bold>(B)</bold> U-shaped block gravel bridge approach.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g010.tif"/>
</fig>
</sec>
<sec id="s4-2">
<title>4.2 Test scheme</title>
<p>Taking into account the ground temperature of lower than 0&#xb0;C of the permafrost area, the climatic characteristics of the Qingshuihe area along the Qinghai&#x2013;Tibet railway, and the boundary layer temperature increment, the upper boundary air temperature adopts periodic temperature fluctuation function <italic>T</italic>:<disp-formula id="e7">
<mml:math id="m36">
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>4.0</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>11.5</mml:mn>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
<mml:mn>841</mml:mn>
</mml:mfrac>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>
</p>
<p>where &#x2212;4.0&#xb0;C represents the average temperature and 841 min represents a cycle. The lower boundary is a constant temperature condition, the simulated permafrost ground temperature is &#x2212;2.9&#xb0;C, and the surrounding boundary is an adiabatic boundary.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Test result analysis</title>
<p>The gravel interlayer is a type of granular thermal insulation material used in civil engineering structure and has been applied in permafrost road engineering. Under the action of positive and negative temperatures, its thermal physical properties are not the same. Under the condition of positive temperature, its thermal conductivity is very small, and under the action of negative temperature, its thermal conductivity is very large. The test adopts the structural form of the gravel sandwich bridge approach (<xref ref-type="fig" rid="F11">Figure 11</xref>) and U-shaped block gravel bridge approach (<xref ref-type="fig" rid="F12">Figure 12</xref>). This structural form is often used in the foundation engineering of frozen soil foundation to reduce the heat introduced into the foundation in the warm season and increase the amount of cooling effect introduced into the foundation in the cold season. In the warm season, the air temperature on the surface of the gravel layer is higher than that in the pores of the gravel layer. Therefore, the external hot air cannot enter the voids. In the cold season, the air temperature in the pores of the gravel layer is higher than the atmospheric temperature, and the dense external cold air is easy to sink into the pores of the gravel layer and squeezes out the hot air in the pores. The test was carried out in three cycles, and the ground temperature in the three cycles were maintained between &#x2212;2.9&#xb0;C and &#x2212;3&#xb0;C, basically to meet the requirements of constant temperature foundation.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Gravel sandwich bridge approach diagram (&#x2460; represents the transition section subgrade; &#x2461; represents the gravel interlayer).</p>
</caption>
<graphic xlink:href="feart-12-1394898-g011.tif"/>
</fig>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>U-shaped block gravel bridge approach diagram (&#x2460; represents the transition section subgrade; &#x2461; represents the U-shaped block gravel).</p>
</caption>
<graphic xlink:href="feart-12-1394898-g012.tif"/>
</fig>
<sec id="s5-1">
<title>5.1 Transition section top surface temperature</title>
<p>The temperature change curve of the temperature measuring point on the top surface of the transition section is shown in <xref ref-type="fig" rid="F13">Figure 13</xref>. It can be seen from the figure that the temperature changes in the subgrade center and the slope shoulder at 2.5 m on the top of the transition section are basically the same, indicating that the response of the two to the change in atmospheric temperature is basically the same. The longitudinal temperature curve of the center of the subgrade shows that the changes in the temperature curve of the temperature measurement points greater than 2.5 m are the same, and the peak temperature of the third cycle is &#x2212;8.8&#xb0;C and 0.8&#xb0;C. Comparing with other temperature measurement points, the temperature change in the contact area between the platform back and the subgrade has obvious hysteresis, and the peak points are between other measurement points. The peak temperature of the third cycle is &#x2212;7.8&#xb0;C and 0.1&#xb0;C. At the cooling stage, the temperature at 0 m platform back is higher than that at other measuring points. At the heating stage, the temperature at 0 m platform back is lower than that at other measuring points. The reason may be that the measuring point is located between concrete, soil, and air. The smaller specific heat capacity and larger thermal conductivity of concrete affect the temperature change in the measuring point.</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Top surface temperature curve of the transition section. <bold>(A)</bold> Platform back 2.5 m&#x2014;cross direction. <bold>(B)</bold> Roadbed center&#x2014;long direction.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g013.tif"/>
</fig>
</sec>
<sec id="s5-2">
<title>5.2 The bottom of the gravel sandwich bridge approach temperature curve</title>
<p>The temperature change curve of the longitudinal temperature measurement point at the bottom of the transition section is shown in <xref ref-type="fig" rid="F14">Figure 14</xref>. It can be seen from the diagram that with the increase in the test period, the measuring points at the bottom of the transition section change periodically in a simple harmonic wave form, and the total cooling capacity inside the soil gradually accumulates. Taking the 2.5-m platform back of the subgrade center section as an example, in the three test cycles, the high temperature decreased from &#x2212;1.06&#xb0;C to &#x2212;3.0&#xb0;C, and the low temperature decreased from &#x2212;3.94&#xb0;C to &#x2212;5.25&#xb0;C. With the increase in the distance from the platform back, the influence of atmospheric temperature change on the temperature measuring points of the subgrade center is smaller. Taking the temperature measurement point of the third cycle as an example, for the platform back at 0 m, 2.5 m, 7.5 m, 14 m, and 22.75 m, the high temperatures are &#x2212;1.6&#xb0;C, &#x2212;2.4&#xb0;C, &#x2212;1.9&#xb0;C, &#x2212;1.7&#xb0;C, and &#x2212;1.7&#xb0;C; the low temperatures are &#x2212;6.1&#xb0;C, &#x2212;5.3&#xb0;C, &#x2212;4.1&#xb0;C, &#x2212;3.4&#xb0;C, and &#x2212;3.6&#xb0;C; the temperatures decrease by 4.5&#xb0;C, 2.9&#xb0;C, 2.2&#xb0;C, 1.7&#xb0;C, and 1.9&#xb0;C; and the change rates are 288.5%, 115.2% and 109.3%, 106.2%, 103.6%, and 110.6%, respectively. It can be seen that the change in atmospheric temperature has a great influence on the temperature of the subgrade near the bridgehead.</p>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Longitudinal temperature curve of the subgrade center at the bottom of the transition section.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g014.tif"/>
</fig>
<p>The temperature change curve of the transverse temperature measurement point at the bottom of the transition section is shown in <xref ref-type="fig" rid="F15">Figure 15</xref>. The temperature measurement points at 2.5-m and 22.75-m platform back show similar variation rules. The slope toe is most affected by temperature changes, and the subgrade center and slope shoulder are relatively less affected by temperature changes. The temperature change in the slope shoulder and subgrade center is basically the same at 2.5 m of the abutment back, but there is a certain temperature difference at 22.75 m. It can be seen that the closer to the bridgehead, the less obvious the temperature difference between the subgrade center and slope shoulder, whereas the temperature of the subgrade center and slope shoulder of the subgrade cross section away from the platform back has certain difference. The reason for the analysis may be that with the increase in the distance from the platform back, the influence of the heat transfer in the direction of the bridgehead on the subgrade temperature field gradually weakens. The heat transfer mode gradually changes from three-dimensional heat transfer to two-dimensional heat transfer. The intensity of the influence of the heat transfer in the direction of the bridgehead on the subgrade temperature field near the platform back is much greater than that of the heat transfer in the direction of the top surface of the subgrade and the side surface of the subgrade, resulting in the same temperature change as the 2.5-m section of the platform back at the bottom of the transition section. From the above analysis, it can be concluded that the soil temperature field near the back of the abutment is greatly affected by the heat transfer at the bridgehead. The soil temperature field away from the back of the abutment is mainly affected by the heat transfer on the top and side of the subgrade. Due to the change in atmospheric temperature, there is a certain lag in the temperature of the subgrade center and slope shoulder compared with that of the slope toe.</p>
<fig id="F15" position="float">
<label>FIGURE 15</label>
<caption>
<p>Transverse temperature curve at the bottom of the transition section. <bold>(A)</bold> Platform back 2.5 m&#x2014;cross direction. <bold>(B)</bold> Platform back 22.75 m&#x2014;cross direction.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g015.tif"/>
</fig>
</sec>
<sec id="s5-3">
<title>5.3 Temperature curve 3 m below the surface of the gravel sandwich bridge approach</title>
<p>The temperature change curve of each measuring point 3 m below the surface is shown in Figure 16. The temperature change in each measuring point on the central longitudinal section of the subgrade at 3 m below the surface shows the same temperature change law as the central longitudinal section of the subgrade at the bottom of the transition section. With the increase in the distance from the platform back, the temperature of the temperature measuring point in the center of the subgrade is less affected by the change in atmospheric temperature. During the first cycle of the test, the temperature is basically approximately 0&#xb0;C at 7.5 m, 14 m, and 22.5 m on the abutment back of the longitudinal section of the subgrade center, the slope change is very small, and the temperature change is also very slow. However, it is not the same as the change law of the measuring points near the bridgehead. The reason may be that the soil far away from the bridgehead is less affected by the temperature change at the beginning of the test, and the phase change occurs in the soil. It can be seen from <xref ref-type="fig" rid="F16">Figure 16B</xref> that the temperature changes in the subgrade center and the slope shoulder measuring points of the 2.5-m section of the platform back are consistent, indicating that the temperature change in the foundation near the platform back is still controlled by the heat transfer in the direction of the platform back.</p>
<fig id="F16" position="float">
<label>FIGURE 16</label>
<caption>
<p>Temperature variation curve of the 3-m stratum underground surface. <bold>(A)</bold> Roadbed center&#x2014;long direction. <bold>(B)</bold> Platform back 2.5 m&#x2014;cross direction.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g016.tif"/>
</fig>
</sec>
<sec id="s5-4">
<title>5.4 Temperature curves at different depths under the central top of the gravel sandwich bridge approach subgrade</title>
<p>The temperature change curve at different depths in the center of the subgrade 2.5-m platform back is shown in <xref ref-type="fig" rid="F17">Figure 17</xref>. With the increase in the depth, the response of the measuring point to the change in the upper atmospheric temperature decreases gradually. Taking the second cycle of the test as an example, the peak temperatures at 0 m below the top surface of the subgrade are 0.75&#xb0;C and &#x2212;8.19&#xb0;C. At 3 m below the top surface of the subgrade, the peak temperatures are &#x2212;0.81&#xb0;C and &#x2212;5.69&#xb0;C. At 6 m below the top surface of the subgrade, the peak temperatures are &#x2212;1.75&#xb0;C and &#x2212;4.13&#xb0;C. At 9 m below the top of the subgrade, the temperature peak is not obvious, indicating that the depth is less affected by atmospheric temperature changes. With the increase in the measuring point depth, the hysteresis of measuring point temperature is more obvious.</p>
<fig id="F17" position="float">
<label>FIGURE 17</label>
<caption>
<p>Temperature variation curves at different depths under the subgrade center at 2.5 m from the platform back.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g017.tif"/>
</fig>
</sec>
<sec id="s5-5">
<title>5.5 Comparative analysis of temperature curves at 6 m under the surface of the two-bridge approach</title>
<p>The temperature change time history curves of the second and third cycles of the gravel sandwich bridge approach and the U-shaped block gravel bridge approach and the temperature change comparison curve at 6 m below the center of the transition section are shown in <xref ref-type="fig" rid="F18">Figure 18</xref>, which reflects the influence of periodic temperature on the temperature stability of the subgrade bottom. It can be seen from <xref ref-type="fig" rid="F18">Figure 18</xref> that compared with the U-shaped block gravel bridge approach, the temperature change curve at 2.5 m back of the platform is not significantly different. With the increase in the distance from the back of the platform, the cooling effect of the gravel sandwich bridge approach is gradually enhanced. The cooling effect of the platform back at 14 m and 22.75 m is basically the same. When the temperature is the highest in the third cycle, for the platform back at 2.5 m, 75 m, 14 m, and 22.75 m, the temperatures of the gravel sandwich bridge approach and the U-shaped block gravel bridge approach are &#x2212;3.75&#xb0;C, &#x2212;3.5&#xb0;C, &#x2212;3.19&#xb0;C, and &#x2212;3.19&#xb0;C and &#x2212;4.44&#xb0;C, &#x2212;4.19&#xb0;C, &#x2212;3.94&#xb0;C, and &#x2212;3.94&#xb0;C, respectively. The change rates are 18.4%, 19.7%, 23.5%, and 23.5%. The cooling effect is obvious. When the temperature of the third cycle is the lowest, the temperatures of the gravel sandwich bridge approach and the U-shaped block gravel bridge approach are &#x2212;3.44&#xb0;C, &#x2212;2.56&#xb0;C, &#x2212;2.06&#xb0;C, and &#x2212;2.19&#xb0;C and &#x2212;3.45&#xb0;C, &#x2212;2.63&#xb0;C, &#x2212;2.44&#xb0;C, and &#x2212;2.50&#xb0;C for the platform back at 2.5 m, 75 m, 14 m, and 22.75 m, respectively. The change rates are 0.3%, 2.7%, 18.4%, and 14.1%. This shows that although the cooling effect of the U-shaped block gravel bridge approach is better than that of the gravel sandwich bridge approach, the cooling effect is the best when the temperature is the highest. At the same time, it can also be concluded that the cooling effect increases with the increase in the distance from the platform back.</p>
<fig id="F18" position="float">
<label>FIGURE 18</label>
<caption>
<p>Temperature change curve of 6 m below the center of the top surface of the bridge approach. <bold>(A)</bold> Platform back 2.5 m. <bold>(B)</bold> Platform back 7.5 m. <bold>(C)</bold> Platform back 14 m. <bold>(D)</bold> Platform back 22.75 m.</p>
</caption>
<graphic xlink:href="feart-12-1394898-g018.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s6">
<title>6 Conclusion</title>
<p>Through the model test analysis of the indoor road&#x2013;bridge transition section, a clear and comprehensive understanding of the spatial temperature field distribution law of the gravel interlayer road&#x2013;bridge transition section can be obtained, and the following conclusions can be drawn:<list list-type="simple">
<list-item>
<p>(1) In the center of the subgrade 2.5-m platform back, with the increase in the depth, the influence of the upper atmospheric temperature change on the measuring point gradually decreases, and there is an obvious hysteresis.</p>
</list-item>
<list-item>
<p>(2) At the lowest temperature in the third cycle and in the end of the negative temperature in the third cycle, the temperature in the middle and upper parts of the transition section is the lowest, and the temperature at the bottom of the subgrade center is the highest. As the distance from the platform back increases, the overall temperature of the transition section gradually increases.</p>
</list-item>
<list-item>
<p>(3) The highest temperature in the third cycle and the change law in the end of the third cycle are basically the same, the temperature at the bottom of the subgrade center is the lowest, and the slope shoulder temperature is the highest. As the distance from the platform back increases, the overall temperature of the transition section gradually decreases.</p>
</list-item>
<list-item>
<p>(4) The longitudinal temperature field of the bridge&#x2013;subgrade transition section is non-uniform. The influence range of the transition section on the temperature field is approximately 14 m in the back of the platform, and the influence range at 7.5 m is the most severe.</p>
</list-item>
<list-item>
<p>(5) From the test results, it can be concluded that the U-shaped structure not only has a good overall cooling effect, but also the cooling effect gradually increases with the increase in the distance from the platform back.</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 authors.</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>QY: conceptualization, data curation, supervision, validation, writing&#x2013;original draft, and writing&#x2013;review and editing. JW: funding acquisition, investigation, methodology, and writing&#x2013;review and editing. BZ: software, supervision, and writing&#x2013;review and editing. MH: validation, visualization, and 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, authorship, and/or publication of this article. The research work herein was supported by Basic Science (Natural Science) Research Project Funding of Universities in Jiangsu Province (No. 22KJA560001); Opening Fund of Technology Innovation Center for Mine Geological Environment Restoration in the Alpine and Arid Regions (Grant No. HHGCKK2205); National Natural Science Foundation of China (Project No. 5170818, 51778215, and 52374087); Young Key Teachers of HPU (Project No. 2019XQG-19); Henan Province young backbone teachers (No. 2023GGJS057); Henan Polytechnic University Outstanding Youth Fund (No. J2024-1).</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cao</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Study of water thermal characteristics and frost heaveprocess monitoring in the roadbed of cutting section in seasonal-ly frozen soil regions</article-title>. <source>J. Glaciol. Geocryol.</source> <volume>39</volume>, <fpage>1065</fpage>&#x2013;<lpage>1074</lpage>.</citation>
</ref>
<ref id="B2">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>X. J.</given-names>
</name>
</person-group> (<year>2018</year>). <source>Research on the settlement and control measures of the transition section of road and bridge in permafrost regions</source>. <publisher-loc>Xi&#x27;an</publisher-loc>: <publisher-name>Xi&#x27;an University of Science and Technology</publisher-name>. <comment>Ph D</comment>.</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Glenis</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Pinamonti</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Hall</surname>
<given-names>J. W.</given-names>
</name>
<name>
<surname>Kilsby</surname>
<given-names>C. G.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>A transient stochastic weather generator incorporating climate model uncertainty</article-title>. <source>Adv. water Resour.</source> <volume>85</volume>, <fpage>14</fpage>&#x2013;<lpage>26</lpage>. <pub-id pub-id-type="doi">10.1016/j.advwatres.2015.08.002</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haasnoot</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>van&#x2019;t Klooster</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Van Alphen</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Designing a monitoring system to detect signals to adapt to uncertain climate change</article-title>. <source>Glob. Environ. change</source> <volume>52</volume>, <fpage>273</fpage>&#x2013;<lpage>285</lpage>. <pub-id pub-id-type="doi">10.1016/j.gloenvcha.2018.08.003</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haeberli</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Schaub</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Huggel</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Increasing risks related to landslides from degrading permafrost into new lakes in de-glaciating mountain ranges</article-title>. <source>Geomorphology</source> <volume>293</volume>, <fpage>405</fpage>&#x2013;<lpage>417</lpage>. <pub-id pub-id-type="doi">10.1016/j.geomorph.2016.02.009</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>A mathematical investigation of the air-ground temperature relationship in permafrost regions on the Tibetan Plateau</article-title>. <source>Geoderma</source> <volume>306</volume>, <fpage>244</fpage>&#x2013;<lpage>251</lpage>. <pub-id pub-id-type="doi">10.1016/j.geoderma.2017.07.017</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jensen</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Traeger</surname>
<given-names>C. P.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Optimal climate change mitigation under long-term growth uncertainty: stochastic integrated assessment and analytic findings</article-title>. <source>Eur. Econ. Rev.</source> <volume>69</volume>, <fpage>104</fpage>&#x2013;<lpage>125</lpage>. <pub-id pub-id-type="doi">10.1016/j.euroecorev.2014.01.008</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jing</surname>
<given-names>H. W.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>J. Y.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Deformation and failure characteristics of anchorage structure of surrounding rock in deep roadway</article-title>. <source>Int. J. Min. Sci. Technol.</source> <volume>30</volume> (<issue>5</issue>), <fpage>593</fpage>&#x2013;<lpage>604</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijmst.2020.06.003</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>D. Q.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>S. H.</given-names>
</name>
<name>
<surname>Cao</surname>
<given-names>Z. J.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>C. B.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>L. M.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>A multiple response-surface method for slope reliability analysis considering spatial variability of soil properties</article-title>. <source>Eng. Geol.</source> <volume>187</volume>, <fpage>60</fpage>&#x2013;<lpage>72</lpage>. <pub-id pub-id-type="doi">10.1016/j.enggeo.2014.12.003</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>X. M.</given-names>
</name>
<name>
<surname>Niu</surname>
<given-names>F. J.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Characteristics andengineering significance of frost heaving in subgrade of Harbin-Dalian high-speed railway</article-title>. <source>J. Glaciol. Geoc-ryology</source> <volume>40</volume>, <fpage>55</fpage>&#x2013;<lpage>61</lpage>.</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>He</surname>
<given-names>L. Q.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>Y. J.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>E. J.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>F. H.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Effect of <italic>in situ</italic> water content variation on the spatial variation of strength of deep cement-mixed clay</article-title>. <source>Geotechnique</source> <volume>69</volume>, <fpage>391</fpage>&#x2013;<lpage>405</lpage>. <pub-id pub-id-type="doi">10.1680/jgeot.17.p.149</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Xiao</surname>
<given-names>H. W.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>E. J.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Effects of material and drilling uncertainties on artificial ground freezing of cement-admixed soils</article-title>. <source>Can. Geotechnical J.</source> <volume>54</volume>, <fpage>1659</fpage>&#x2013;<lpage>1671</lpage>. <pub-id pub-id-type="doi">10.1139/cgj-2016-0707</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Lu</surname>
<given-names>X. Q.</given-names>
</name>
</person-group> (<year>2016</year>). <source>Model test research on the influence of groundwater to the differential settlement of embankment-bridge &#x27;transition section, ph D</source>. <publisher-loc>Lanzhou</publisher-loc>: <publisher-name>Lanzhou Jiaotong university</publisher-name>.</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Luo</surname>
<given-names>X. X.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>Q. H.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>Q. G.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J. M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Prediction model on thermal boundary condition of embankment based on boundary layer theory</article-title>. <source>J. Central South Univ. Sci. Technol.</source> <volume>50</volume> (<issue>3</issue>), <fpage>658</fpage>&#x2013;<lpage>668</lpage>.</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Duan</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2022a</year>). <article-title>Solid grain migration on hydraulic properties of fault rocks in underground mining tunnel: Ra-dial seepage experiments and verification of permeability prediction</article-title>. <source>Tunn. Undergr. Space Technol.</source> <volume>126</volume>, <fpage>104525</fpage>. <pub-id pub-id-type="doi">10.1016/j.tust.2022.104525</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Duan</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Bai</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2022b</year>). <article-title>A state-of-the-art review on rock seepage mechanism of water inrush disaster in coal mines</article-title>. <source>Int. J. Coal Sci. Technol.</source> <volume>9</volume>, <fpage>50</fpage>. <pub-id pub-id-type="doi">10.1007/s40789-022-00525-w</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mao</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Mu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Miao</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Field observation of permafrost degradation under Mo&#x27;he airport, Northeastern China from 2007 to 2016</article-title>. <source>Cold Regions Sci. Technol.</source> <volume>161</volume>, <fpage>43</fpage>&#x2013;<lpage>50</lpage>. <pub-id pub-id-type="doi">10.1016/j.coldregions.2019.03.004</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Mu</surname>
<given-names>Y. H.</given-names>
</name>
</person-group> (<year>2012</year>). <source>Analyses on dynamic variations of embankment thermal regime and deformation along the Qinghai Tibet railway in permafrost regions</source>. <publisher-loc>Beijing</publisher-loc>: <publisher-name>Dissertation for Graduate University of Chinese Academy of Sciences</publisher-name>. <comment>Ph D</comment>.</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Niu</surname>
<given-names>F. J.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>Z. J.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2011a</year>). <article-title>Study of the influencing factors of roadbed settlement in embankment-bridge transition section along Qinghai-Tibet Railway</article-title>. <source>Rock Soil Mech.</source> <volume>32</volume> (<issue>S2</issue>), <fpage>372</fpage>&#x2013;<lpage>377</lpage>.</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Niu</surname>
<given-names>F. J.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>Z. J.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>Z. y.</given-names>
</name>
</person-group> (<year>2011b</year>). <article-title>Characteristics of roadbed settlement in embankment-bridge transition section along the qinghai-tibet railway in permafrost regions</article-title>. <source>Cold Regions Sci. Technol.</source> <volume>65</volume>, <fpage>437</fpage>&#x2013;<lpage>445</lpage>. <pub-id pub-id-type="doi">10.1016/j.coldregions.2010.10.014</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Niu</surname>
<given-names>F. J.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>Z. J.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>X. Y.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Characteristics of subgrade&#x27;s temperature,moisture and frost heave deformation in Haomen,passenger railway line from Lanzhou to Xinjiang</article-title>. <source>J. Glaciol. Geocryol.</source> <volume>38</volume>, <fpage>1074</fpage>&#x2013;<lpage>1082</lpage>.</citation>
</ref>
<ref id="B22">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Pan</surname>
<given-names>G. F.</given-names>
</name>
</person-group> (<year>2017</year>). <source>Experimental study on new bridge-subgrade transition structure in permafrost regions</source>. <publisher-loc>Lanzhou</publisher-loc>: <publisher-name>Lanzhou Jiaotong university</publisher-name>. <comment>Ph D</comment>.</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shen</surname>
<given-names>Y. P.</given-names>
</name>
<name>
<surname>Da</surname>
<given-names>Z. H.</given-names>
</name>
<name>
<surname>Yue</surname>
<given-names>Z. R.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Experimental research on the stability of embankment-bridge transition section of high-speed railway in seasonal frozen regions</article-title>. <source>J. Railw. Eng. Soc.</source> <volume>35</volume>, <fpage>17</fpage>&#x2013;<lpage>22</lpage>.</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>G. Q.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>S. Y.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X. M.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>The frostheaving deformation of high-speed railway subgrades in cold re-gions: monitoring and analyzing</article-title>. <source>J. Glaciol. Geocryol.</source> <volume>36</volume>, <fpage>360</fpage>&#x2013;<lpage>368</lpage>.</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>W. L.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>H. Q.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2023a</year>). <article-title>A novel obtaining method and mesoscopic mechanism of pseudo-shear strength parameter evolution of sandstone</article-title>. <source>Environ. Earth Sci.</source> <volume>82</volume>, <fpage>60</fpage>. <pub-id pub-id-type="doi">10.1007/s12665-023-10748-y</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>W. L.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>H. Q.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>M. J.</given-names>
</name>
</person-group> (<year>2023b</year>). <article-title>Dynamic strength characteristics of fractured rock mass</article-title>. <source>Eng. Fract. Mech.</source> <volume>292</volume>, <fpage>109678</fpage>. <pub-id pub-id-type="doi">10.1016/j.engfracmech.2023.109678</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname>
<given-names>J. G.</given-names>
</name>
<name>
<surname>Duan</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Cui</surname>
<given-names>C. X.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Dynamic analysis of the track on roadbed-bridge transition section and research on its reasonable length</article-title>. <source>Procedia&#x2014;Social Behav. Sci.</source> <volume>96</volume>, <fpage>2267</fpage>&#x2013;<lpage>2273</lpage>. <pub-id pub-id-type="doi">10.1016/j.sbspro.2013.08.256</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tai</surname>
<given-names>B. W.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>J. K.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Numerical model offrost heaving and anti-frost heave measures of high-speed rail-way subgrade in cold regions</article-title>. <source>China Railw. Sci.</source> <volume>38</volume>, <fpage>1</fpage>&#x2013;<lpage>9</lpage>.</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>J. C.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Q. B.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Settlement analysis of embankment-bridge transition section in the permafrost regions of Qinghai-Tibet Railway</article-title>. <source>J. Glaciol. Geocryol.</source> <volume>39</volume>, <fpage>79</fpage>&#x2013;<lpage>85</lpage>.</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>J. Y.</given-names>
</name>
<name>
<surname>Jing</surname>
<given-names>H. W.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Meng</surname>
<given-names>Q. B.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Du</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Effects of carbon nanotube dosage and aggregate size distribution on mechanical property and microstructure of cemented rockfill</article-title>. <source>Cem. Concr. Compos.</source> <volume>127</volume>, <fpage>104408</fpage>. <pub-id pub-id-type="doi">10.1016/j.cemconcomp.2022.104408</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>J. Y.</given-names>
</name>
<name>
<surname>Jing</surname>
<given-names>H. W.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>L. Y.</given-names>
</name>
<name>
<surname>Meng</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>S. C.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Strength prediction model considering material, ultrasonic and stress of cemented waste rock backfill for recycling gangue</article-title>. <source>J. Clean. Prod.</source> <volume>276</volume>, <fpage>123189</fpage>. <pub-id pub-id-type="doi">10.1016/j.jclepro.2020.123189</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>J. Y.</given-names>
</name>
<name>
<surname>Wong</surname>
<given-names>H. S.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Jing</surname>
<given-names>H. W.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Improvement of cemented rockfill by premixing low-alkalinity activator and fly ash for recycling gangue and partially replacing cement</article-title>. <source>Cem. Concr. Compos.</source> <volume>145</volume>, <fpage>105345</fpage>. <pub-id pub-id-type="doi">10.1016/j.cemconcomp.2023.105345</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>K. L.</given-names>
</name>
<name>
<surname>Pan</surname>
<given-names>G. F.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Experimental study on the model improvement of road and bridge transition section in permafrost region</article-title>. <source>Constr. Qual.</source> <volume>36</volume>, <fpage>41</fpage>&#x2013;<lpage>46</lpage>.</citation>
</ref>
<ref id="B33">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Xu</surname>
<given-names>X. Z.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>J. C.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>L. X.</given-names>
</name>
</person-group> (<year>2001</year>). <source>Physics of frozen soil</source>. <publisher-loc>Beijing, China</publisher-loc>: <publisher-name>Science Press</publisher-name>, <fpage>p98</fpage>&#x2013;<lpage>p99</lpage>.</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhai</surname>
<given-names>W. M.</given-names>
</name>
<name>
<surname>True</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>Vehicle-track dynamics on a ramp and on the bridge:simulation and measurements</article-title>. <source>Veh. Syst. Dyn.</source> <volume>33</volume>, <fpage>604</fpage>&#x2013;<lpage>615</lpage>. <pub-id pub-id-type="doi">10.1080/00423114.1999.12063115</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>Y. Z.</given-names>
</name>
<name>
<surname>Du</surname>
<given-names>Y. L.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>B. C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Roadbed deformation characteristics of roadbed-bridge transition section for high speed railway in seasonal frozen soil region</article-title>. <source>China Railw. Sci.</source> <volume>37</volume>, <fpage>39</fpage>&#x2013;<lpage>45</lpage>.</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zheng</surname>
<given-names>Q. Q.</given-names>
</name>
<name>
<surname>Qian</surname>
<given-names>J. W.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>H. J.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Y. K.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>S. H.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Velocity tomography of cross-sectional damage evolution along rock longitudinal direction under uniaxial loading</article-title>. <source>Tunn. Undergr. Space Technol.</source> <volume>143</volume>, <fpage>105503</fpage>. <pub-id pub-id-type="doi">10.1016/j.tust.2023.105503</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>G. Q.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>J. Z.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Z. Q.</given-names>
</name>
<name>
<surname>Bie</surname>
<given-names>X. Y.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>G. S.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Influence of pre-cooling roadbed on variation of temperature field of Qinghai-Tibetan railway embankment</article-title>. <source>J. China Univ. Min. Technol.</source> <volume>33</volume>, <fpage>611</fpage>&#x2013;<lpage>615</lpage>.</citation>
</ref>
<ref id="B38">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>Y. W.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>D. X.</given-names>
</name>
</person-group> (<year>2000</year>). <source>Chinese frozen soil</source>. <publisher-loc>Beijing, China</publisher-loc>: <publisher-name>Science Press</publisher-name>, <fpage>p152</fpage>&#x2013;<lpage>p153</lpage>.</citation>
</ref>
</ref-list>
</back>
</article>