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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mater.</journal-id>
<journal-title>Frontiers in Materials</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mater.</abbrev-journal-title>
<issn pub-type="epub">2296-8016</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="publisher-id">1604521</article-id>
<article-id pub-id-type="doi">10.3389/fmats.2025.1604521</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Materials</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Experimental investigation on the damage mechanical proper-ties of red sandstone under freeze-thaw cycles</article-title>
<alt-title alt-title-type="left-running-head">Zeng 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/fmats.2025.1604521">10.3389/fmats.2025.1604521</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zeng</surname>
<given-names>Peng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Ren</surname>
<given-names>Yonglin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3022212/overview"/>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhao</surname>
<given-names>Kui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Xianda</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Zhen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Yanda</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Xiong</surname>
<given-names>Liangfeng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Gong</surname>
<given-names>Cong</given-names>
</name>
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<sup>1</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>School of Resources and Environmental Engineering</institution>, <institution>Jiangxi University of Science and Technology</institution>, <addr-line>Ganzhou</addr-line>, <addr-line>Jiangxi</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Jiangxi Provincial Key Laboratory of Safe and Efficient Mining of Rare Metal Resource</institution>, <addr-line>Ganzhou</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/1458698/overview">Jiangyu Wu</ext-link>, China University of Mining 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/1316952/overview">Chuanqing Fu</ext-link>, Zhejiang University of Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2737117/overview">Jishi Geng</ext-link>, Xi&#x2019;an University of Science and Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3034660/overview">Jianjun Hu</ext-link>, Shenzhen University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Kui Zhao, <email>yglm_zk@163.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>05</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1604521</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>04</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Zeng, Ren, Zhao, Yang, Huang, Li, Xiong and Gong.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Zeng, Ren, Zhao, Yang, Huang, Li, Xiong and Gong</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>In rock engineering problems, varying durations of freeze-thaw cycles (FTC) can influence the physical and mechanical properties of rocks, potentially inducing engineering hazards. This study investigated these effects through FTC tests and uniaxial compression acoustic emission (AE) tests on red sandstone by analyzing the impacts of freeze&#x2013;thaw duration and cycle count on the physical and mechanical properties and AE characteristics of the sandstone. Additionally, damage evolution was quantitatively analyzed using AE cumulative counts. The results show that peak stress, elastic modulus, and longitudinal wave velocity reduction rate positively correlate with freeze&#x2013;thaw duration and cycle count. However, a negative correlation is observed with porosity. The ib value obtained by AE generally shows the change rule of &#x201C;progressive increase&#x2013;gradual decline&#x2013;subsequent resurgence&#x2013;sharp plummet.&#x201D; The maximum value of the rising stage (ib<sub>1</sub>), the minimum value of the falling stage (ib<sub>2</sub>), and the maximum value of the rising stage (ib<sub>3</sub>) are positively correlated with the FTC time but negatively correlated with cycle count. Furthermore, the proportion of AE cumulative counts rate in the growth stage of rock failure increases exponentially with the duration and number of FTCs. As FTCs progress, the micro&#x2013;cracks inside the rock gradually shift from tensile cracks to shear cracks, with a faster transition observed under longer freeze&#x2013;thaw durations. The damage variable exhibits mutation or gradual mutation, increasing progressively with freeze&#x2013;thaw duration and cycle count. This study elucidates the damage mechanisms of red sandstone induced by FTC duration, revealing the crack mode transition and associated AE characteristics. These results provide valuable insights for stability analysis, control, and design considerations in rock engineering projects within freeze&#x2013;thaw environments.</p>
</abstract>
<kwd-group>
<kwd>rock Mechanics</kwd>
<kwd>freeze-thaw cycle</kwd>
<kwd>acoustic emission (AE)</kwd>
<kwd>damage</kwd>
<kwd>mechanical properties</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Structural Materials</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Freeze&#x2013;thaw cycles (FTCs) often lead to severe geological disasters, significantly threatening the safety of human life and property. The physical and mechanical properties of a rock and its damage evolution are influenced by the number and duration of FTCs and the temperature variations in the rock. Therefore, understanding the physical and mechanical behavior of rock under different FTCs is of great practical significance for the stability analysis, control, and design of rock engineering in freeze&#x2013;thaw zones.</p>
<p>The study of freeze&#x2013;thaw damage in rock has attracted immense interest in rock mechanics and engineering research (<xref ref-type="bibr" rid="B20">Meng et al., 2024</xref>; <xref ref-type="bibr" rid="B8">Huang et al., 2022</xref>; <xref ref-type="bibr" rid="B16">Liu et al., 2023</xref>; <xref ref-type="bibr" rid="B28">Sun et al., 2024</xref>; <xref ref-type="bibr" rid="B12">Jia et al., 2023a</xref>; <xref ref-type="bibr" rid="B13">Jia et al., 2023b</xref>; <xref ref-type="bibr" rid="B45">Zhu et al., 2023</xref>; <xref ref-type="bibr" rid="B25">Song et al., 2022</xref>). <xref ref-type="bibr" rid="B7">Hou et al. (2022)</xref> studied the deterioration mechanism of anhydrite rock in freeze&#x2013;thaw weathering. <xref ref-type="bibr" rid="B9">Jamshidi (2021)</xref> proposed a new rock mechanics prediction parameter (PMPP) to predict the strength of granite rock after FTCs. <xref ref-type="bibr" rid="B17">Liu et al. (2025)</xref> studied the effect of FTCs on the microstructure and macroscopic mechanical properties of sandstone. <xref ref-type="bibr" rid="B27">Song et al. (2023)</xref>, <xref ref-type="bibr" rid="B34">Yang et al. (2021)</xref> proposed a phase change coupling expansion method of water ice particles based on the discrete element method, quantitatively characterized the frost heave evaluation index of pore water particles, and established the functional relationship between the evaluation index and the number of FTCs. <xref ref-type="bibr" rid="B14">Jin et al. (2024)</xref> observed the macroscopic morphology of slate and comprehensively analyzed the deterioration law of related mechanical properties under freeze&#x2013;thaw action. <xref ref-type="bibr" rid="B19">Lv et al. (2023)</xref> proposed the calculation method of macroscopic damage variable based on the weighing method and established the model of mesoscopic damage variable under load using statistical damage mechanics theory. <xref ref-type="bibr" rid="B6">He et al. (2024)</xref> integrated mercury intrusion porosimetry (MIP) with micro-computed tomography (micro-CT) techniques to systematically investigate the microstructural evolution of cementitious specimens subjected to varying numbers of freeze-thaw cycles. <xref ref-type="bibr" rid="B31">Wu et al. (2024)</xref> study explores an approach to strengthen cemented rockfill by using well-graded gangue, and by partially replacing Portland cement with fly ash and a premixed low-alkalinity activator. <xref ref-type="bibr" rid="B32">Wu et al. (2025)</xref> reported a waste-to-wealth pathway that improves cemented gangue backfill materials by cellulose nanofibers to recycle mining wastes and partially replace cement. These studies can be summarized into four methods: microscopic, mesoscopic, macro-scopic, and an integrated macro-micro method (<xref ref-type="bibr" rid="B41">Zhang and Wang, 2022</xref>). However, research on rock damage characteristics under different FTCs remains limited, particularly where the cycle durations exceed 4 h.</p>
<p>Acoustic emission (AE) is a critical phenomenon observed during material damage and failure. It plays a vital role in evaluating material damage and failure mechanisms by capturing the characteristics of AE signals. Over the past decades, domestic and foreign researchers have extensively conducted AE characteristics, including compression, tension, shear, and fracture (<xref ref-type="bibr" rid="B30">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B36">Yang et al., 2021</xref>; <xref ref-type="bibr" rid="B29">Wang et al., 2019</xref>; <xref ref-type="bibr" rid="B36">Yang et al., 2021</xref>; <xref ref-type="bibr" rid="B21">Meng et al., 2020</xref>). Advancements in science and technology have also led to significant progress in AE numerical simulation and localization research (<xref ref-type="bibr" rid="B1">An et al., 2021</xref>; <xref ref-type="bibr" rid="B38">Yu et al., 2021</xref>). Theoretical and laboratory tests can provide a scientific basis for AE monitoring and predicting rock mass. <xref ref-type="bibr" rid="B3">Dong et al. (2022)</xref> conducted AE tests on unstable fracture of granite and provided parameters for rock instability assessment and early warning based on multiple AE indicators. The integrated machine learning model was used to construct the plastic stage identification method of rock mass crack propagation state. The study of <xref ref-type="bibr" rid="B27">Song et al. (2023)</xref> showed that the change in FTCs manifested an increase of ringing count in the initial loading stage, and the number and distribution of AE three-dimensional event points were closely related to the fracture dip angle. However, accurate theoretical research has not been conducted so far on the AE characteristics of rocks with different FTCs.</p>
<p>This study focused on red sandstone as the research subject. First, FTC tests with different FTC times were conducted. Subsequently, uniaxial compression acoustic emission tests were performed on red sandstone after different FTCs. The variation characteristics of longitudinal wave velocity, porosity, stress-strain curve, peak stress, and elastic modulus of red sandstone under different FTCs were examined. Additionally, the characteristics of AE ib value, energy rate, and ringing count in rock failure after each FTC were analyzed. The variation law of the internal microstructure of red sandstone as a function of the variation characteristics of AE RA-AF value has been discussed. Finally, the damage evolution characteristics of red sandstone under different FTCs have been quantitatively analyzed based on AE cumulative ringing counts. These results would provide a reference for the analysis, control, and design of rock engineering stability in the freeze&#x2013;thaw zones.</p>
</sec>
<sec id="s2">
<title>2 Experimental design and scheme</title>
<sec id="s2-1">
<title>2.1 Selection and preparation of specimens</title>
<p>Red sandstone specimens from southeast Sichuan, without visible joints and fissures on the surface, were selected for this experiment. The surface of the specimens was dark red. The water drill method was used for sampling. After cutting and end face grinding, the standard cylinder specimens with a diameter of 50 mm and a height of 100 mm were processed. The specimens had no obvious appearance defects, and then the ultrasonic wave velocity instrument was used to screen out the specimens with similar wave velocity for subsequent FTCs. The prepared specimens and their composition are shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. As shown in <xref ref-type="fig" rid="F2">Figure 2</xref>, the study area exhibits short time frozen ground, with red sandstone formations predominantly distributed throughout the region.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Processed specimens and their composition. <bold>(a)</bold> Processed specimens. <bold>(b)</bold> Components.</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Geocryological regionalization and classification map of the frozen soil in China (1:10, 000, 000) (<xref ref-type="bibr" rid="B22">Nan, 2024</xref>).</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g002.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>2.2 Main equipment for testing</title>
<p>
<list list-type="simple">
<list-item>
<p>(1) ZK-270 vacuum saturation device: It was used for water saturation of rock specimen; subsequently, FTC test was carried out.</p>
</list-item>
<list-item>
<p>(2) DB-TH-22-D temperature and humidity test chamber: It was used for FTC tests of the rock specimens. The humidity control range was 0%&#x2013;100%, and the temperature control range was &#x2013;70&#xb0;C&#x2013;180&#xb0;C.</p>
</list-item>
<list-item>
<p>(3) RMT-150C rock mechanics test system: It tested the mechanical failure test of rock after freeze&#x2013;thaw damage.</p>
</list-item>
<list-item>
<p>(4) RSM-SY6(C) non-metallic ultrasonic detector: It acquired the wave velocity of rock specimens, filtered the specimens with poor homogeneity, and collected the wave velocity variation characteristics of rock specimens under different FTCs.</p>
</list-item>
<list-item>
<p>(5) NM-60 magnetic resonance rock microstructure instrument: It tested and analyzed the characteristics of rock porosity and microstructure changes under different FTCs.</p>
</list-item>
<list-item>
<p>(6) PCI-II acoustic emission system: It collected and tested the AE signal during rock failure after rock freeze&#x2013;thaw damage. The system was matched with R6&#x3b1; type AE sensor. The sampling frequency of the AE system was 1MSPS, the pregain was 40 dB, the threshold value was 40 dB, and the sampling length was 1k.</p>
</list-item>
</list>
</p>
</sec>
<sec id="s2-3">
<title>2.3 Design of relevant parameters of freeze-thaw test</title>
<p>FTC temperature, FTC times, and number of FTC times are three important factors in the FTC test.<list list-type="simple">
<list-item>
<p>(1) FTC temperature: Based on the regional meteorological data, the maximum temperature in winter can reach 15&#xb0;C&#x2013;17&#xb0;C. Due to the influence of altitude and the environmental conditions, the temperature difference between morning and evening varies greatly, and the minimum temperature can reach &#x2013;5&#x2013; (&#x2212;)10&#xb0;C. In winter months, the temperatures can be below 0&#xb0;C for several hours. Combined with the relevant freeze&#x2013;thaw test procedures and literature suggestions at home and abroad, the minimum freezing temperature of this test was determined to be &#x2212;10&#xb0;C and the melting temperature was 20&#xb0;C.</p>
</list-item>
<list-item>
<p>(2) The number of FTCs: Based on previous experience, 0, 10, 20, 30, and 40 FTCs were selected for this test.</p>
</list-item>
<list-item>
<p>(3) FTC time: Previous studies have shown that freezing and thawing times typically range from 4 to 12 h for frozen soil and permafrost rock seasonally. <xref ref-type="bibr" rid="B24">Shen et al. (2016)</xref> found that for rock porosity greater than 10%, poorly cemented mediumhard and soft rock freeze completely within 2 h and thaw in 4 h. Conversely, dense, hard rocks with less than 10% porosity and no significant opening pores freeze in 1 h and thaw in 1 h. After testing, the average porosity of red sandstone in this study was 9.69%. Combined with the <xref ref-type="bibr" rid="B24">Shen et al. (2016)</xref>, two groups of different FTCs were finally determined: one group where frozen and thawed for 1 h and second group for 2 h.</p>
</list-item>
</list>
</p>
</sec>
<sec id="s2-4">
<title>2.4 Testing procedures</title>
<p>
<list list-type="simple">
<list-item>
<p>(1) The mass and wave velocity of the specimen before the FTC were measured.</p>
</list-item>
<list-item>
<p>(2) A vacuum saturation device forced the specimens to be saturated with water for 48 h.</p>
</list-item>
<list-item>
<p>(3) NM-60 magnetic resonance rock microstructure instrument measured the porosity of the specimen, and the porosity of the specimen without a FTC was obtained.</p>
</list-item>
<list-item>
<p>(4) FTC test: The saturated specimens were put into the temperature and humidity test chamber for a FTC test. The temperature control range of the test chamber was &#x2013;10&#xb0;C&#x2013;20&#xb0;C. The FTCs were 0, 10, 20, 30, and 40 times, respectively. Two kinds of FTC times were set with both freezing and thawing times of 1 and 2h. To prevent the error caused by the water loss of the specimen, each group of specimens was saturated after 5 FTCs, and the longitudinal wave velocity and porosity were counted.</p>
</list-item>
<list-item>
<p>(5) After the FTC test, the test of specimen quality, wave velocity, and porosity, followed by the uniaxial compression acoustic emission test were carried out. The RMT-150C test system adopted displacement control mode, with loading rate of 0.002 mm/s.</p>
</list-item>
</list>
</p>
<p>The test system is shown in <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Diagram of the test system.</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="s3">
<title>3 The variation law of physical and mechanical properties</title>
<sec id="s3-1">
<title>3.1 Longitudinal wave velocity</title>
<p>The average longitudinal wave velocity of water-saturated red sandstone specimens obtained under different FTCs and freeze&#x2013;thaw times is shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. With the increase in FTC count, the longitudinal wave velocity of rock frozen and thawed for 1h decreased from 2,721 to 2027 m/s, that is, a reduction of 25.5%. Moreover, the longitudinal wave velocity of rock frozen and thawed for 2 h decreased from 2,675 to 1915 m/s, that is, a reduction of 28.4%. The reduction in longitudinal wave velocity indicates the development of microdefects, such as micropores and microcracks, within the rock (<xref ref-type="bibr" rid="B4">Fang et al., 2017</xref>). The specimens frozen and thawed for 2 h experienced a longer FTC time, and the development of micropores and microcracks in the rock was more sufficient, which in turn showed a more noticeable decrease in longitudinal wave velocity.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Longitudinal wave velocity of red sandstone change with freeze-thaw cycles.</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g004.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 Porosity</title>
<p>The change rule of porosity after every 10 FTCs is shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. To facilitate the analysis, the concept of growth contribution rate is introduced, which is defined as the ratio of incremental porosity to total porosity increase. For example, after the 10th FTC, the contribution rate of porosity growth of rock &#x3d; (10th porosity &#x2013; 0th porosity)/(40th porosity &#x2013; 0th porosity). The porosity of the specimens frozen and dissolved for 1h increased by 1.1% between 10 and 20 cycles, with a growth contribution rate of 68.6%. The porosity of the specimens frozen and thawed for 2h increased rapidly in 10&#x2013;20 cycles; the porosity increased by 1.55% and the contribution rate of growth was 70.7%. This increase is attributed to frost-heaving forces generated as water within rock pores undergoes phase transitions during FTCs. The frost-heaving force leads to the expansion and development of microcracks inside the rock, thus increasing the porosity of the rock.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Characteristics of porosity evolution of red sandstone with different freeze-thaw cycles.</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g005.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Stress-strain curve, peak stress and elastic modulus</title>
<p>The rock stress&#x2013;strain curve was obtained after the uniaxial compression test of red sandstone subjected to different FTC times and durations (<xref ref-type="fig" rid="F6">Figure 6</xref>). <xref ref-type="fig" rid="F6">Figure 6</xref> illustrates the compaction, elasticity, plasticity, and post-peak failure of the rock compression failure process after freeze&#x2013;thaw. As the FTCs increased, the compaction stage extended under the same number of cycles. The rock compaction stage of freezing and thawing for 2h also increased compared with freezing and thawing for 1h. The curve shows a gentle trend as a whole.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Stress-strain curves of red sandstone with freeze-thaw cycles under uniaxial compression. <bold>(a)</bold> Freeze for 1 hour, thaw for 1 hour. <bold>(b)</bold> Freeze for 2 hours, thaw for 2 hours.</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g006.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F7">Figure 7</xref> presents the variation in peak stress and elastic modulus with the number of FTCs. In the first 10 cycles, the pore structure inside the rock developed rapidly, and the corresponding peak stress and elastic modulus decreased rapidly, marking the initial damage stage. From the 10th to 40th cycle, the development rate of pore structure in the rock stabilized, corresponding to the stable damage stage. During the FTC of rock, the peak stress gradually decreased with the increased cycle count. Under the same number of cycles, the peak stress reduction owing to different freeze&#x2013;thaw durations was different. The peak stress of rock without a FTC was 43.85 MPa. Under the condition of freezing and thawing for 1h, after 10, 20, 30, and 40 FTCs, the peak stresses of rock were 40.09, 38.75, 34.91, and 34.17MPa, respectively, and the reduction rates were 8.57%, 11.63%, 20.39%, and 22.08% respectively. Under the condition of freezing thawing for 2h, after 10, 20, 30, and 40 FTCs, the peak stresses of rock were 37.17, 33.55, 25.66, and 23.91 MPa, respectively, and the reduction rates were 15.23%, 23.49%, 41.48%, and 45.47% respectively.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Characteristics of peak stress and elastic modulus of red sandstone under different freeze-thaw cycles.</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g007.tif"/>
</fig>
<p>These reductions result from frost-heaving forces that induce microcrack formation and expansion, exacerbating rock damage. Longer freeze-thaw cycles create greater temperature gradients within the rock, influencing the proportion of unfrozen water and, consequently, the severity of frost-induced damage.</p>
<p>The elastic modulus of the rock decreased gradually with the increase in FTCs. The elastic modulus of rock without an FTC was 10.88 GPa. Under the condition of freezing and thawing for 1 h, after 10, 20, 30, and 40 FTCs, the elastic moduli of rock were 7.68, 7.22, 6.87, and 6.34GPa, respectively, and the reduction rates were 29.41%, 33.64%, 36.86%, and 41.73%, respectively. Under the condition of freezing and thawing for 2h, after 10, 20, 30 and 40 FTCs, the elastic moduli of rock were 5.84, 5.23, 4.94, and 3.97 GPa, respectively, and the reduction rates were 46.32%, 51.93%, 54.60%, and 63.51% respectively. As an important parameter reflecting the elastic deformation resistance of materials, the reduction of elastic modulus can also reflect the deterioration of rock with the increase of FTC time and times to a certain extent. The above results are consistent with the results reported by <xref ref-type="bibr" rid="B46">Zhu et al. (2021)</xref>.</p>
</sec>
</sec>
<sec id="s4">
<title>4 AE characteristics of red sandstone failure process</title>
<sec id="s4-1">
<title>4.1 AE ib value and energy</title>
<p>The improved b value (ib value), developed as an enhanced version of the conventional b value (<xref ref-type="bibr" rid="B5">Gong et al., 2014</xref>), demonstrates improved reliability through statistical characterization of amplitude distributions (<xref ref-type="bibr" rid="B15">Jung et al., 2021</xref>), with its variations exhibiting heightened sensitivity to internal crack propagation dynamics in materials. Research shows that (<xref ref-type="bibr" rid="B39">Zeng et al., 2024</xref>), with the increase of ib value, the formation and expansion of microcracks become more significant. Conversely, with the decrease in ib value, the development of largescale cracks is more prominent. When the ib value stabilizes, it indicates that the largescale cracks inside the material gradually decrease, and it is unlikely that largescale damage will occur again. The calculation formula is shown in <xref ref-type="disp-formula" rid="e1">Equation 1</xref>:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>b</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>log</mml:mi>
<mml:mn>10</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#xb7;</mml:mo>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
<p>Among them: <inline-formula id="inf1">
<mml:math id="m2">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the average amplitude; <inline-formula id="inf2">
<mml:math id="m3">
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the standard variance of amplitude; <inline-formula id="inf3">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf4">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are empirical parameters; <inline-formula id="inf5">
<mml:math id="m6">
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is the cumulative number of AE which is greater than impacts with amplitude <inline-formula id="inf6">
<mml:math id="m7">
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula>; <inline-formula id="inf7">
<mml:math id="m8">
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is the cumulative number of AE, which is greater than impacts with an amplitude <inline-formula id="inf8">
<mml:math id="m9">
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
<p>
<xref ref-type="fig" rid="F8">Figure 8</xref> shows the relationship curve of stress, AE ib value, and energy rate with time after different FTCs of red sandstone under different FTCs. <xref ref-type="fig" rid="F8">Figure 8</xref> shows that the AE ib value exhibited a &#x201c;progressive increase&#x2013;gradual decline&#x2013;subsequent resurgence&#x2013;sharp plummet&#x201d; trend before the rock reached the peak stress, with the &#x201c;sharp plummet&#x201d; phenomenon appearing at or before the peak stress. This &#x201c;sharp plummet&#x201d; in AE ib value can be regarded as a precursor to the instability and failure of red sandstone. For analysis, the maximum value of the rising stage, minimum value of the falling stage, and maximum value of the rising stage were recorded as AE ib<sub>1</sub>, ib<sub>2</sub>, and ib<sub>3</sub>. <xref ref-type="fig" rid="F9">Figure 9</xref> shows the statistical variation of AE ib<sub>1</sub>, ib<sub>2</sub>, and ib<sub>3</sub>. Under the same FTC time, with the increase of FTCs, AE ib<sub>1</sub>, ib<sub>2</sub>, and ib<sub>3</sub> in the rock failure process showed a downward trend. Under the same number of FTCs, AE ib<sub>1</sub>, ib<sub>2</sub>, and ib<sub>3</sub> of rock specimens frozen thawed for 2h were higher than those frozen and thawed for 1h. This phenomenon demonstrates that the progressive increase in both the number and duration of FTCs promotes accelerated development of micro-pores and micro-cracks within rock specimens, leading to structural loosening of the internal architecture and consequently manifesting as a marked reduction in peak stress.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Stress, AE ib value and energy rate change with time. <bold>(a)</bold> 0 cycle. <bold>(b)</bold> 10 cycle(Freezing 1 h, thawing 1 h). <bold>(c)</bold> 20 cycle(Freezing 1 h, thawing 1 h). <bold>(d)</bold> 30 cycle(Freezing 1h, thawing 1 h). <bold>(e)</bold> 40 cycle(Freezing 1 h, thawing 1 h). <bold>(f)</bold> 10 cycle(Freezing 2 h, thawing 2 h). <bold>(g)</bold> 20 cycle(Freezing 2 h, thawing 2 h). <bold>(h)</bold> 30 cycle(Freezing 2 h, thawing 2 h). <bold>(i)</bold> 40 cycle(Freezing 2 h, thawing 2 h).</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Variation of AE ib value. <bold>(a)</bold> ib1. <bold>(b)</bold> ib2. <bold>(c)</bold> ib3.</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g009.tif"/>
</fig>
<p>The release of AE energy correlates with rock internal fracture and rock failure. Analysis of 8 diagrams reveals that AE events were mostly low-energy events in the loading stage before the peak stress. During this process, the AE ib value showed the law of &#x201c;rising&#x2013;falling&#x2013;rising again.&#x201d; This behavior arises because, in the first rise stage of the AE ib value, the cracks formed inside the specimen are mainly tiny cracks caused by external loads. Subsequently, as the AE ib value declines, the AE ib value is reduced by the development of large-scale cracks. These large-scale cracks are formed by the coalescence of microcracks generated during the FTC and small cracks generated during the loading process. As the AE ib value rises again, the cracks inside the rock specimen are mainly new small cracks caused by external loads. Until the peak stress is reached, the rock specimen is destroyed. At this time, the high-energy AE event increases significantly (<xref ref-type="bibr" rid="B40">Zhang et al., 2019</xref>) while the AE ib value decreases sharply. This phenomenon arises because numerous micro-cracks within the rock specimen undergo rapid propagation and ultimately coalesce into visually discernible macro-scopic cracks, accompanied by substantial AE energy release that culminates in specimen failure.</p>
</sec>
<sec id="s4-2">
<title>4.2 AE counts</title>
<p>AE counts represent the number of times the AE signal exceeds the preset threshold. <xref ref-type="bibr" rid="B18">Liu et al. (1997)</xref> conducted a long-term study using acoustic emission technology to study the damage and fracture process of materials. They identified the ringing count as a key parameter describing the characteristics of the AE signal, which can better reflect the characteristics of material performance changes. This is because the ringing count is proportional to the strain energy released by the movement of dislocations in the material, the peeling and fracture of inclusions and second-phase particles, and crack propagation (<xref ref-type="bibr" rid="B18">Liu et al., 1997</xref>). <xref ref-type="fig" rid="F10">Figure 10</xref> shows the relationship between the acoustic ringing count rate and the stress of the red sandstone specimen under different FTCs after different FTCs. The evolution curve of AE counts rate with time can be divided into three stages: quiet, growth, and steep increase. At the same time, the AE signal characteristics in the rock loading process showed good consistency with the stress&#x2013;time curve.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>AE count rate, AE accumulate counts and stress change with time. <bold>(a)</bold> 0 cycle. <bold>(b)</bold> 10 cycles(Freezing 1 h, thawing 1 h). <bold>(c)</bold> 20 cycles(Freezing 1 h, thawing 1 h). <bold>(d)</bold> 30 cycles(Freezing 1 h, thawing 1 h). <bold>(e)</bold> 40 cycles(Freezing 1 h, thawing 1 h). <bold>(f)</bold> 10 cycles(Freezing 2 h, thawing 2 h). <bold>(g)</bold> 20 cycles(Freezing 2 h, thawing 2 h). <bold>(h)</bold> 30 cycles(Freezing 2 h, thawing 2 h). <bold>(i)</bold> 40 cycles(Freezing 2 h, thawing 2 h).</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g010.tif"/>
</fig>
<p>The AE count rate was very low at the quiet stage owing to the fact that the AE signal generated in this stage mainly included the axial load generated during the uniaxial compression process. The micro-pores and micro-cracks generated during the FTC were gradually compacted, and the internal structure of the specimen gradually tended to be complete. There was no condition to produce many AE signals in this stage. In the growth stage, the AE count rate was higher than that in the quiet stage, and the AE count rate in this stage accounted for the largest proportion of the cumulative AE counts. This was because in this stage, owing to the axial load, new cracks began to appear inside the rock specimen. During this stage, the degree of internal defect development of the species was enhanced, and the degree of deterioration was getting higher and higher. In the steep increase stage, the AE count rate in this stage was doubled compared with that in the growth stage. This was because the specimen is about to reach the peak stress in this stage, the fracture network development in the specimen was completed, and the internal local cracks were penetrated. The corresponding AE count rate was significantly enhanced.</p>
<p>Additionally, the proportion of cumulative AE count rate in the growth phase was counted in <xref ref-type="fig" rid="F11">Figure 11</xref>. For specimens frozen and thawed for 1 h, and those frozen and thawed for 2 h, the cumulative AE count rate increased with the number of freeze-thaw cycles. The increase was more pronounced for specimens subjected to shorter freeze&#x2013;thaw durations (1 h) than for those with longer durations (2 h). The elevated proportion of AE count rate during the growth phase is attributed to their capacity to characterize the evolutionary progression of internal structural defects within rock specimens, with increased values corresponding to enhanced micro-crack nucleation induced by compressive failure mechanisms during this deformation stage (<xref ref-type="bibr" rid="B43">Zhao et al., 2020</xref>). Owing to the different duration of FTCs, the damage produced by the species frozen and thawed for 1 h during the FTC was less than that of the specimens frozen and thawed for 2h. As the internal structure of the specimen frozen and melted for 1 h was relatively complete and the degree of deterioration was relatively low compared with that of the specimen frozen and melted for 2h, the proportion of the cumulative AE counts rate growth stage generated by the specimen frozen and melted for 1 h during the uniaxial compression failure process would be higher than that of the specimen frozen and melted for 2 h. This phenomenon demonstrates that the extended duration of FTCs further intensifies the degradation processes within the rock matrix.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Proportion of AE cumulative counts rate change with freeze-thaw cycles during the growth phase.</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g011.tif"/>
</fig>
</sec>
<sec id="s4-3">
<title>4.3 AE microcrack characteristics</title>
<p>The variation characteristics of AE RA (the ratio of rise time to amplitude)&#x2013;AF (the ratio of ringing count to duration) can determine the type of microcracks generated inside the rock during loading (<xref ref-type="bibr" rid="B42">Zhang et al., 2020</xref>). High RA and low AF values correspond to shear cracks, while low RA and high AF values correspond to tensile cracks. Through systematic application of the RA-AF technique coupled with Gaussian mixture modeling (<xref ref-type="bibr" rid="B2">Chen et al., 2023</xref>), the temporal progression of micro-crack typology distribution in red sandstone specimens was quantitatively delineated across incremental FTCs, with analytical outcomes graphically presented in <xref ref-type="fig" rid="F12">Figure 12</xref>. The statistical chart of variation in micro-crack typology is shown in <xref ref-type="fig" rid="F13">Figure 13</xref>.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Types and distribution of microcracks of red sandstone. <bold>(a)</bold> 0 cycle. <bold>(b)</bold> 10 cycles(Freezing 1 h, thawing 1 h). <bold>(c)</bold> 20 cycles(Freezing 1 h, thawing 1 h). <bold>(d)</bold> 30 cycles(Freezing 1 h, thawing 1 h). <bold>(e)</bold> 40 cycles(Freezing 1 h, thawing 1 h). <bold>(f)</bold> 10 cycles(Freezing 2 h, thawing 2 h). <bold>(g)</bold> 20 cycles(Freezing 2 h, thawing 2 h). <bold>(h)</bold> 30 cycles(Freezing 2 h, thawing 2h). <bold>(i)</bold> 40 cycles(Freezing 2 h, thawing 2 h).</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g012.tif"/>
</fig>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Statistical chart of variation in micro-crack typology.</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g013.tif"/>
</fig>
<p>In the uniaxial compression process of red sandstone specimens without FTCs, the internal microcracks were mainly in the tensile mode, and the proportion of microcracks was 99.7%. The proportion of microcracks in the tensile mode of red sandstone specimens frozen and melted for 1 h after 10, 20, 30, and 40 cycles were 95.3%, 88.7%, 87.8%, and 80.7%, respectively. The proportion of microcracks in the tensile mode of red sandstone specimens frozen and thawed for 2 h after 10, 20, 30, and 40 cycles were 94.8%, 86.8%, 86.5%, and 76.8%, respectively. By longitudinally comparing the types of internal microcracks during the failure process of red sandstone specimens, it could be observed that with the increase of FTCs, the proportion of microcracks in the tensile mode gradually de-creased, while the proportion of microcracks in the shear mode gradually increased until 40 FTCs. The tensile mode still dominated the type of internal microcracks in the specimen. By comparing the red sandstone specimens under different FTCs, it was observed that the proportion of micro-crack shear mode in the specimens frozen and thawed for 2 h was slightly higher than that in those frozen and thawed for 1 h. This phenomenon indicates that the FTC can affect the internal micro-crack mode of the red sandstone specimen, and the more FTCs there are and the longer the FTC time, the more pronounced the effect.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Freeze-thaw progressive damage characteristics of red sandstone</title>
<p>Damage refers to the deterioration process of materials or structures caused by mesostructural defects (such as micro-cracks, micro-voids, <italic>etc.</italic>). When the rock material is subjected to load or ambient temperature changes, owing to the generation of a large number of internal micro-damages, the initiation, expansion, and connection of microcracks or micro-pores, the mechanical properties of the rock material are degraded. The release of elastic strain energy, an AE phenomenon, accompanies this process. Therefore, there must be an inevitable relationship between rock damage and the AE count rate used to quantify the progressive damage characteristics of red sandstone specimens after different FTCs under different FTCs.</p>
<p>The failure in which the rock directly loses its bearing capacity at a strain of less than 1% and the stress peaks under uniaxial stress state is called brittle failure. If the strain is between 1% and 2%, the stress fluctuates after reaching the peak value, causing direct failure called brittle&#x2013;ductile failure. The failure of rock with a complete stress&#x2013;strain curve and strain above 1%&#x2013;5% is called ductile failure. In (<xref ref-type="bibr" rid="B33">Wu et al., 2015</xref>), the variation law of cumulative ringing count with time was determined. Rock failure is divided into three types: brittle failure, brittle&#x2013;ductile failure, and ductile failure. Moreover, an exponential function can express the function relationship between AE cumulative ringing count N and time t of brittle or brittle&#x2013;ductile failure of rock. From <xref ref-type="fig" rid="F9">Figures 9</xref>, <xref ref-type="fig" rid="F10">10</xref>, it can be determined that the red sandstone specimen without a FTC, under the condition of freezing and thawing for 1h, was a brittle failure for 10, 20, and 30 cycles, and a brittle&#x2013;ductile failure for 40 cycles. Under the condition of freezing and thawing for 2 h, 10 cycles and 20 cycles were brittle failure, and 30 cycles and 40 cycles were brittle&#x2013;ductile failure.</p>
<p>Under the condition of displacement control, the strain of rock increases linearly with time. The relationship between strain &#x3b5; and time t is as follows:<disp-formula id="e2">
<mml:math id="m10">
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>k</mml:mi>
<mml:mi>t</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>In the formula, <inline-formula id="inf9">
<mml:math id="m11">
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is axial strain; <inline-formula id="inf10">
<mml:math id="m12">
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is rock strain rate; <inline-formula id="inf11">
<mml:math id="m13">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the initial strain of rock, which can be obtained by linear fitting according to the test data. At the same time, Reference (<xref ref-type="bibr" rid="B33">Wu et al., 2015</xref>) pointed out that when the rock sample is brittle or brittle-ductile failure, the function relationship between AE ringing cumulative count and time can be expressed by exponential function.<disp-formula id="e3">
<mml:math id="m14">
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>The <inline-formula id="inf12">
<mml:math id="m15">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf13">
<mml:math id="m16">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf14">
<mml:math id="m17">
<mml:mrow>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> from formula are obtained by fitting the experimental data. Ductile failure can be expressed by Boltzmann function (S-type growth function), namely,:<disp-formula id="e4">
<mml:math id="m18">
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mi>C</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
<p>Where <inline-formula id="inf15">
<mml:math id="m19">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf16">
<mml:math id="m20">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf17">
<mml:math id="m21">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf18">
<mml:math id="m22">
<mml:mrow>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> are determined by fitting the experimental data. From <xref ref-type="disp-formula" rid="e2">Equations 2</xref>&#x2013;<xref ref-type="disp-formula" rid="e4">4</xref>, the coupled relationship between the cumulative number of ringing and strain of brittle or brittle-ductile damaged red sandstone AE can be derived, namely,:<disp-formula id="e5">
<mml:math id="m23">
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mi>k</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<p>In addition, there is no ductile failure in all specimens in this test, so the failure mode is no longer discussed.</p>
<p>Based on the material damage process, Lemaitre et al. proposed the continuum damage mechanics and established the damage model, as shown in <xref ref-type="disp-formula" rid="e6">Equation 6</xref>:<disp-formula id="e6">
<mml:math id="m24">
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<p>It is assumed that the strength of rock micro-element obeys Weibull distribution function (<xref ref-type="bibr" rid="B33">Wu et al., 2015</xref>), that is:<disp-formula id="e7">
<mml:math id="m25">
<mml:mrow>
<mml:mi>&#x3d5;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi>&#x3b5;</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>
</p>
<p>In the formula, the constant <inline-formula id="inf19">
<mml:math id="m26">
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf20">
<mml:math id="m27">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is related to the shape and scale of the rock. The relationship between rock damage variable <italic>D</italic> and the probability density of microelement failure is:<disp-formula id="e8">
<mml:math id="m28">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi>D</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3d5;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>
</p>
<p>The simultaneous <xref ref-type="disp-formula" rid="e7">Equations 7</xref>, <xref ref-type="disp-formula" rid="e8">8</xref> can be obtained:<disp-formula id="e9">
<mml:math id="m29">
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mi>&#x3b5;</mml:mi>
</mml:msubsup>
<mml:mi>&#x3d5;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi>&#x3b5;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
</p>
<p>By establishing the constitutive model of rock damage under uniaxial compression, the calculation method of and are determined in reference (<xref ref-type="bibr" rid="B35">Yang et al., 2005</xref>) as showing in <xref ref-type="disp-formula" rid="e10">Equation 10</xref>:<disp-formula id="e10">
<mml:math id="m30">
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mi>ln</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>m</mml:mi>
<mml:msubsup>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>m</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>
</p>
<p>In the formula, <inline-formula id="inf21">
<mml:math id="m31">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the peak stress and <inline-formula id="inf22">
<mml:math id="m32">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the peak strain. The coupling relationship between AE cumulative ringing count and damage variables of red sandstone with different freeze-thaw cycles under different freeze-thaw cycle times can be obtained by simultaneous <xref ref-type="disp-formula" rid="e4">Equations 4</xref>, <xref ref-type="disp-formula" rid="e8">8</xref> and <xref ref-type="disp-formula" rid="e9">9</xref>. When the rock is brittle or brittle-ductile failure. The calculation formula is shown in <xref ref-type="disp-formula" rid="e11">Equation 11</xref>:<disp-formula id="e11">
<mml:math id="m33">
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>exp</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mi>ln</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi>N</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>C</mml:mi>
</mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>
</p>
<p>Applying the test data in <xref ref-type="disp-formula" rid="e5">Formula 5</xref>, the parameter values of the damage variable function of red sandstone with different FTCs under different FTCs satisfying the Weibull distribution can be obtained (<xref ref-type="table" rid="T1">Table 1</xref>). Furthermore, the relationship between AE cumulative ringing count and damage variables of red sandstone with different FTCs under different FTC times can be obtained (<xref ref-type="fig" rid="F14">Figures 14</xref>, <xref ref-type="fig" rid="F15">15</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>The parameter values of damage variable evolution function of red sandstone with different freeze-thaw cycles.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Freeze-thaw duration</th>
<th rowspan="2" align="center">Number of cycles</th>
<th rowspan="2" align="center">Elastic modulus/GPa</th>
<th rowspan="2" align="center">Peak stress <inline-formula id="inf23">
<mml:math id="m34">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/MPa</th>
<th rowspan="2" align="center">Peak strain <inline-formula id="inf24">
<mml:math id="m35">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/%</th>
<th colspan="2" align="center">Weibull distribution parameters</th>
<th colspan="4" align="center">Fitting parameter</th>
</tr>
<tr>
<th align="center">
<inline-formula id="inf25">
<mml:math id="m36">
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="center">
<inline-formula id="inf26">
<mml:math id="m37">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="center">
<inline-formula id="inf27">
<mml:math id="m38">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="center">
<inline-formula id="inf28">
<mml:math id="m39">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="center">C</th>
<th align="center">
<inline-formula id="inf29">
<mml:math id="m40">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>/%</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Unfrozen</td>
<td align="center">0</td>
<td align="center">10.88</td>
<td align="center">43.85</td>
<td align="center">0.69</td>
<td align="center">1.86</td>
<td align="center">0.000178</td>
<td align="center">79,353</td>
<td align="center">0.008</td>
<td align="center">&#x2212;209549</td>
<td align="center">&#x2212;0.00938</td>
</tr>
<tr>
<td rowspan="4" align="center">Freezing 1h, thawing 1h</td>
<td align="center">10</td>
<td align="center">7.68</td>
<td align="center">40.09</td>
<td align="center">0.78</td>
<td align="center">2.49</td>
<td align="center">0.000014</td>
<td align="center">2,109</td>
<td align="center">0.016</td>
<td align="center">8,520</td>
<td align="center">&#x2212;0.01494</td>
</tr>
<tr>
<td align="center">20</td>
<td align="center">7.22</td>
<td align="center">38.75</td>
<td align="center">0.84</td>
<td align="center">2.23</td>
<td align="center">0.000052</td>
<td align="center">7,549</td>
<td align="center">0.012</td>
<td align="center">&#x2212;10915</td>
<td align="center">&#x2212;0.01321</td>
</tr>
<tr>
<td align="center">30</td>
<td align="center">6.87</td>
<td align="center">34.91</td>
<td align="center">0.89</td>
<td align="center">1.78</td>
<td align="center">0.00039</td>
<td align="center">35,176</td>
<td align="center">0.011</td>
<td align="center">&#x2212;158166</td>
<td align="center">&#x2212;0.01235</td>
</tr>
<tr>
<td align="center">40</td>
<td align="center">6.34</td>
<td align="center">34.17</td>
<td align="center">0.91</td>
<td align="center">1.91</td>
<td align="center">0.000242</td>
<td align="center">3,116</td>
<td align="center">0.013</td>
<td align="center">&#x2212;20478</td>
<td align="center">&#x2212;0.01345</td>
</tr>
<tr>
<td rowspan="4" align="center">Freezing 2h, thawing 2h</td>
<td align="center">10</td>
<td align="center">5.84</td>
<td align="center">37.17</td>
<td align="center">0.75</td>
<td align="center">6.09</td>
<td align="center">0.000068</td>
<td align="center">22,841</td>
<td align="center">0.009</td>
<td align="center">&#x2212;22061</td>
<td align="center">0.00579</td>
</tr>
<tr>
<td align="center">20</td>
<td align="center">5.23</td>
<td align="center">33.55</td>
<td align="center">1.07</td>
<td align="center">1.95</td>
<td align="center">0.00027</td>
<td align="center">2,515</td>
<td align="center">0.013</td>
<td align="center">&#x2212;4,972</td>
<td align="center">&#x2212;0.01568</td>
</tr>
<tr>
<td align="center">30</td>
<td align="center">10.88</td>
<td align="center">43.85</td>
<td align="center">0.69</td>
<td align="center">1.86</td>
<td align="center">0.00020</td>
<td align="center">344</td>
<td align="center">0.018</td>
<td align="center">10,399</td>
<td align="center">&#x2212;0.01255</td>
</tr>
<tr>
<td align="center">40</td>
<td align="center">7.68</td>
<td align="center">40.09</td>
<td align="center">0.78</td>
<td align="center">2.49</td>
<td align="center">0.00128</td>
<td align="center">6.69</td>
<td align="center">0.021</td>
<td align="center">40,443</td>
<td align="center">&#x2212;0.01113</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Relationship between AE cumulative counts and damage variables (Freezing 1 h, thawing 1 h). <bold>(a)</bold> 10 cycles. <bold>(b)</bold> 20 cycles. <bold>(c)</bold> 30 cycles. <bold>(d)</bold> 40 cycles.</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g014.tif"/>
</fig>
<fig id="F15" position="float">
<label>FIGURE 15</label>
<caption>
<p>Relationship between AE cumulative counts and damage variables (Freezing 2 h, thawing 2 h). <bold>(a)</bold> 10 cycles. <bold>(b)</bold> 20 cycles. <bold>(c)</bold> 30 cycles. <bold>(d)</bold> 40 cycles.</p>
</caption>
<graphic xlink:href="fmats-12-1604521-g015.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F14">Figures 14</xref>, <xref ref-type="fig" rid="F15">15</xref> show that the cumulative ringing count positively correlates with the damage variable in the uniaxial compression process of freeze&#x2013;thaw red sandstone. With the gradual increase of axial load, the micro-pores and micro-cracks inside the red sandstone specimens gradually developed and penetrated, accompanied by the generation of a large number of AE signals. The development and penetration of these micropores and micro-cracks aggravated the deterioration process of red sandstone. After 10, 20, 30, and 40 FTCs, the final damage variable values of red sandstone, frozen and thawed for 1 h, were 0.23, 0.39, 0.42, and 0.46, respectively. The final damage variable values of red sandstone frozen and melted for 2 h under the same FTCs were 0.29, 0.41, 0.42, and 0.50, respectively. It was observed that with the increase in the number of FTCs, the final damage variable value exhibited an increasing trend. Under the same number of FTCs, the rock frozen and thawed for 2 h exhibited a higher final damage variable value than the rock frozen and thawed for 1 h, further verifying that the increase of FTC time aggravated the progressive damage inside the red sandstone to a certain extent. The cumulative ringing count&#x2013;damage variable curve effectively reflects the progressive damage characteristics of red sandstone under different FTCs and the same number of FTCs and provides theoretical support for the deterioration of mechanical parameters in previous studies.</p>
</sec>
<sec sec-type="discussion" id="s6">
<title>6 Discussion</title>
<p>Current theoretical frameworks addressing rock FTC damage encompass volumetric expansion theory, hydrostatic pressure theory, capillary theory, and subcondensation ice theory (<xref ref-type="bibr" rid="B10">Jia et al., 2024</xref>). However, the freeze-thaw deterioration process in rock materials demonstrates significant complexity, wherein the dominant damage mechanism may vary across different environmental and material conditions. This mechanistic variability suggests that no singular theoretical framework can comprehensively account for the intrinsic damage mechanisms observed in practical scenarios. This study employs a multidisciplinary theoretical framework to elucidate the observed phenomena. The experimental protocol initiated with forced water saturation of red sandstone specimens followed by FTC testing. During the freezing phase, phase transition of interstitial water from liquid to solid state propagated inward from specimen surfaces. This cryogenic phase transformation generated expansive forces through ice crystallization, resulting in nucleation and propagation of microstructural defects. Concomitantly, terminal regions of pre-existing micropores exhibited hydraulic fracturing characteristics (<xref ref-type="bibr" rid="B11">Jia et al., 2016</xref>), a phenomenon attributed to elevated hydraulic pressures within confined microstructural spaces caused by differential phase transformation rates between peripheral ice layers and internal aqueous phases. The thawing phase induces phase transformation from ice to aqueous phase, while residual deformation space generated by cryogenic expansion remains irrecoverable, resulting in permanent structural deterioration. Experimental investigations have demonstrated (<xref ref-type="bibr" rid="B23">Qiao et al., 2020</xref>) that ice-phase ablation within fissures triggers abrupt volumetric contraction of pore fillings, producing pronounced hydraulic rebound effects in fractured rock masses. Notably, the resultant expansion forces during this phase significantly exceed those generated during the freezing process. Furthermore, the water-ice phase transition exhibits non-uniform propagation velocity and intensity across specimen cross-sections under varying FTC durations. This spatial-temporal heterogeneity in phase transformation kinetics leads to progressive amplification of damage differentials in red sandstone through successive FTC iterations. Consequently, specimens undergoing extended-duration FTC regimens exhibit premature bearing capacity degradation compared to those subjected to shorter FTC exposures, attributable to accelerated cyclic stress accumulation mechanisms.</p>
<p>Contemporary analysis of geotechnical challenges in southern China reveals a prevailing tendency within conventional analytical paradigms to predominantly attribute rock engineering failures to pluvial climatic conditions (<xref ref-type="bibr" rid="B37">Yang et al., 2016</xref>). This perspective notably overlooks the widespread distribution of short time frozen ground within the region, as quantitatively delineated in <xref ref-type="fig" rid="F2">Figure 2</xref>. The 2008 cryogenic disaster exemplifies this oversight, where sustained cryogenic precipitation events precipitated widespread geological instabilities across southern provinces. Significantly, critical infrastructure projects such as the South-North Water Transfer Scheme encounter multifaceted engineering challenges including: altered mechanical behavior of argillaceous formations; stability optimization of expansive rock canal slopes; bearing capacity degradation in alluvial foundations; and subsidence management in mining-affected corridors (<xref ref-type="bibr" rid="B44">Zhou et al., 2002</xref>). These geotechnical systems remain vulnerable to cyclic freeze-thaw actions of varying durations, particularly given the project&#x2019;s trans-regional climatic exposure. Furthermore, operational parameters such as soft rock slope reinforcement efficacy and structural integrity of fluvial crossings demonstrate particular sensitivity to FTC-induced material deterioration. These case studies collectively underscore the critical need for differentiated assessment of FTC-induced geotechnical risks based on temporal phase-transition characteristics.</p>
</sec>
<sec sec-type="conclusion" id="s7">
<title>7 Conclusion</title>
<p>
<list list-type="simple">
<list-item>
<p>(1) With the increase of FTCs, the longitudinal wave velocity, peak stress, and elastic modulus of red sandstone had different degrees of reduction. The reduction rate of red sandstone after freezing and thawing for 2 h was higher than that of red sandstone after freezing and thawing for 1 h. An increased porosity was observed in specimens with extended freeze&#x2013;thaw exposure.</p>
</list-item>
<list-item>
<p>(2) During the failure process of red sandstone, the AE ib value showed a change rule of &#x201c;rise&#x2013;fall&#x2013;rise&#x2013;sudden drop&#x201d; as a whole. The sudden drop of AE ib value can be used as a precursor to the instability and failure of red sandstone after freeze&#x2013;thaw. Moreover, the maximum value in the rising stage, the minimum value in the falling stage, and the maximum value in the rising stage were was ib<sub>1</sub>, ib<sub>2</sub>, and ib<sub>3</sub>, respectively. All values decreased with the increase in the number of FTCs. Moreover, with increasing FTCs, the reductions got smaller with every stage. Under the same number of FTCs, AE ib<sub>1</sub>, ib<sub>2</sub>, and ib<sub>3</sub> of red sandstone frozen and thawed for 2 h were greater than those of red sandstone frozen and thawed for 1 h.</p>
</list-item>
<list-item>
<p>(3) The AE counts rate of red sandstone after freezing and thawing in the process of uniaxial compression failure can be divided into the quiet, growth, and steep increase stages. With the increase of FTC times and FTC time, the proportion of AE counts rate in the cumulative AE counts rate increased exponentially, and the growth rate of red sand-stone frozen and thawed for 1 h was higher than that of red sandstone frozen and thawed for 2 h.</p>
</list-item>
<list-item>
<p>(4) With the increase of FTCs, the proportion of shear mode in the internal crack type of red sandstone increased gradually and the proportion of tensile mode decreased gradually. However, the crack of tensile mode still dominated. Under the same number of FTCs, the longer was the FTC time, the faster was the crack type change.</p>
</list-item>
<list-item>
<p>(5) Red sandstone is a brittle and brittle&#x2013;ductile failure at 0&#x2013;40 FTCs. With the increase of FTCs and FTC test time, the failure type gradually changed from brittle to brittle&#x2013;ductile failure. The damage variable shows either sudden or gradual changes, and the damage variable value increased with the increase of FTC times and FTC time.</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s8">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="author-contributions" id="s9">
<title>Author contributions</title>
<p>PZ: Conceptualization, Project administration, Resources, Supervision, Validation, Writing &#x2013; review and editing. YR: Conceptualization, Formal Analysis, Methodology, Project administration, Validation, Visualization, Writing &#x2013; original draft. KZ: Supervision, Writing &#x2013; review and editing. XY: Investigation, Methodology, Writing &#x2013; review and editing. ZH: Methodology, Supervision, Writing &#x2013; review and editing. YL: Data curation, Visualization, Writing &#x2013; review and editing. LX: Conceptualization, Supervision, Writing &#x2013; review and editing. CG: Investigation, Writing &#x2013; review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s10">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by the National Natural Science Foundation of China (No. 52464007; No. 52164004; No. 52104086; No. 52304085), and the China Postdoctoral Science Foundation (No. 2024T170672).</p>
</sec>
<ack>
<p>Special thanks to Shiyun Liu, and Quankun Xie for their help during the experiment.</p>
</ack>
<sec sec-type="COI-statement" id="s11">
<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="s12">
<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="s13">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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