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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Earth Sci.</journal-id>
<journal-title>Frontiers in Earth Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Earth Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-6463</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">774200</article-id>
<article-id pub-id-type="doi">10.3389/feart.2021.774200</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>Emergency Survey and Stability Analysis of a Rainfall-Induced Soil-Rock Mixture Landslide at Chongqing City, China</article-title>
<alt-title alt-title-type="left-running-head">Zhou et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Emergency Survey of Rainfall-Induced Landslide</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Chang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1449397/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ai</surname>
<given-names>Dong</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Huang</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Huiyuan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ma</surname>
<given-names>Liwen</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Lichuan</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Luqi</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1451683/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>School of Resources and Geosciences, China University of Mining and Technology, <addr-line>Xuzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>The Seventh Geological Brigade of Hubei Geological Bureau, <addr-line>Yichang</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Chongqing Engineering Research Center of Automatic for Geological Hazards, Chongqing Institute of Geology and Mineral Resources, <addr-line>Chongqing</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<label>
<sup>4</sup>
</label>School of Civil Engineering, Chongqing University, <addr-line>Chongqing</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/1388977/overview">Yun Zheng</ext-link>, Institute of Rock and Soil Mechanics (CAS), 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/1490282/overview">Wu Wenan</ext-link>, Beijing University of Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1480383/overview">Longlong Chen</ext-link>, Politecnico di Milano, Italy</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Wei Huang, <email>huangwei@cug.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Geohazards and Georisks, a section of the journal Frontiers in Earth Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>774200</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Zhou, Ai, Huang, Xu, Ma, Chen and Wang.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Zhou, Ai, Huang, Xu, Ma, Chen and Wang</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The stability analysis of damaged landslides and unstable debris is important for rescue work and emergency operations. This paper investigates a predisposed geological emergence, inducing the factors and deformation processes of the Zhongbao landslide, which happened on July 25, 2020. The stability of the landslide debris was evaluated by an integrated monitoring system consisting of ground-based radar, unmanned aerial vehicles, airborne Lidar, thermal infrared temperature monitoring, GNSS displacement monitoring, deep displacement monitoring, and rainfall monitoring. The strata and weak layer controlled the landslide failure, and topography defined the boundary of the failed rock mass. A continually intensive rainfall caused the deformation and accelerated failure of the landslide. The shallow and steep deposit (Part I) firstly slid at a high velocity, and then pushed the rear part of the landslide (Part II) to deform, forming numerous cracks, which accelerated the rainfall infiltrating into the rock mass. The moisture content increase could decrease the strength of the shale rock within the bedding planes. Finally, with the rock and soil mass sliding along the weak layer, a barrier dam and a barrier lake were formed. The monitoring and numerical simulation results showed that after the landslide failure, there was still local collapse and deformation occurrences which threatened rescue work and barrier lake excavation, and the stability of the accumulation area gradually decreased as the rainfall increased. Therefore, the barrier dam was not excavated until the accumulation rate gradually stabilized on July 28. Moreover, most of the reactivated deposits still accumulated in the transportation and source areas. Thus, in August, the displacement of the landslide debris gradually accelerated in a stepwise manner, and responded strongly to rainfall, especially in the accumulation area, so that it was inferred that the damaged landslide could slide again and cause a more threatening and severe failure. The analysis results of the study area can provide references for the failure mechanism of a rainfall-induced landslide and the stability evaluation of a damaged landslide.</p>
</abstract>
<kwd-group>
<kwd>damaged landslide</kwd>
<kwd>emergency monitoring</kwd>
<kwd>rainfall</kwd>
<kwd>failure mechanism</kwd>
<kwd>thermal infrared temperature</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Key Research and Development Program of China<named-content content-type="fundref-id">10.13039/501100012166</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Key Technologies Research and Development Program<named-content content-type="fundref-id">10.13039/501100012165</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Rainfall-induced landslides are widely distributed in the world, for example, over 2,500 landslide events were reported between 1950 and 2005 (<xref ref-type="bibr" rid="B57">Tohari, 2018</xref>). Rainfall increases the weight of the sliding mass, decreases the shear strength of the soil, and groundwater level change could cause dynamic and static pore pressure inside landslide (<xref ref-type="bibr" rid="B41">Tsai, 2008</xref>; <xref ref-type="bibr" rid="B22">Li et&#x20;al., 2018a</xref>). As one of the most catastrophic types of landslide, the affected bedding rock has a strong sensitivity to water, because a weak structural layer is widely developed in the rock strata (<xref ref-type="bibr" rid="B16">Gu, 1979</xref>; <xref ref-type="bibr" rid="B21">Huang, 2007</xref>; <xref ref-type="bibr" rid="B49">Yin, 2011</xref>; <xref ref-type="bibr" rid="B39">Tang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B42">Wang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B5">Chen et&#x20;al., 2020</xref>), such as in the 2008 Jiweishan landslide (<xref ref-type="bibr" rid="B50">Yin et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B38">Tang et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B52">Zhang et&#x20;al., 2018a</xref>), 2006 Leyte landslide (<xref ref-type="bibr" rid="B11">Evans et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B17">Guthrie et&#x20;al., 2009</xref>), and so on. Therefore, it is necessary to study the deformation characteristics and failure mechanism of affected bedding rock slopes triggered by rainfall.</p>
<p>Multi-field information is very important in understanding the deformation characteristics of a landslide. Over the last decade, some new technologies have been developed to monitor landslide deformation, such as GB-InSAR, TLS, IRT, digital photogrammetry (DP), and so on (<xref ref-type="bibr" rid="B31">Nicola et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B9">Del Ventisette et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B1">Bardi et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B7">Crosetto et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B56">Zin et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B3">Casagli et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B24">Li et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B54">Zhou et&#x20;al., 2020</xref>), and have achieved remarkable achievements in monitoring, prediction, and early warning of the landslides (<xref ref-type="bibr" rid="B45">Xu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B34">Piciullo et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B32">Ouyang et&#x20;al., 2019</xref>). Those technologies are characterized by more efficient operation and higher accuracy of monitoring data, compared with traditional monitoring sensors: offering high-resolution image data acquisition, data diversity, device portability, and easy and fast data processing (<xref ref-type="bibr" rid="B3">Casagli et&#x20;al., 2017</xref>). Those devices can systematically and easily update their data. However, there are few reports about using these technologies to monitor damaged landslide debris, where local deformations or further collapse can still occur and threaten rescue and emergency&#x20;work.</p>
<p>A catastrophic landslide occurred in Chongqing, China, during July 23&#x2013;27, 2020. A total of 520 persons were evacuated and two roads were damaged. A barrier lake formed and threatened the safety of over 8,500 residents downstream at the Quantang Hydropower Station and Canggou Township. <xref ref-type="bibr" rid="B4">Chen et&#x20;al., 2021</xref> analyzed the deformation characteristics of this landslide and believed it to be an accumulation landslide, sliding along the bedrock interface. However, new research found that three weakened layers can be observed within the landslide debris, and the deeper internal weakened layer is the sliding zone, which means that this landslide has completely different deformation characteristics. In this paper, the new investigation and monitoring results are presented. The deformation mechanism and stability of the landslide are analyzed by using some advanced technologies and numerical simulation to provide information for the barrier lake excavation and the rescue work. Uniaxial compression tests of shale samples with different bedding planes and moisture content were&#x20;taken.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Description of the Zhongbao Landslide</title>
<p>The Zhongbao landslide is located on the north side of the Yancang river, about 59&#xa0;km to the Wulong District, Chongqing, China (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>). In plan view, the shape of the Zhongbao landslide can be approximately likened a tongue, being 850&#xa0;m in length and 200&#xa0;m in width (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>). The thickness of the landslide is estimated to be 25&#x2013;47&#xa0;m, and its&#x2019; volume approximately 4.6 &#xd7; 106&#xa0;m<sup>3</sup> (<xref ref-type="fig" rid="F1">Figure&#x20;1C</xref>). The slope of the landslide surface is 25&#xb0;&#x2013;45&#xb0;. The main sliding direction is 210&#xb0;, approximately perpendicular to the Yancang River. The Zhongbao landslide began to slide at 16:00 on July 23, 2020, accelerated and slid into the river on July 27, and destroyed three buildings and main roads. Over 1.0 &#xd7; 104&#xa0;m<sup>3</sup> of soil and rock mass slipped into the river and formed a barrier&#x20;lake.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Zhongbao landslide: <bold>(A)</bold> location of the landslide, <bold>(B)</bold> plane view and <bold>(C)</bold> vertical profile after landslide failure.</p>
</caption>
<graphic xlink:href="feart-09-774200-g001.tif"/>
</fig>
<p>The field investigation indicates that the main geologic units of the area are deposits and shales. The uppermost part of the surficial deposits are eluvial deposits (up to 0.5&#x223c;3.5&#xa0;m thick), whereas stratigraphically lower layers comprise mostly alluvial deposits and colluvial deposits. The eluvial deposits consist of clay and 10&#x223c;45% of gravel clasts (<xref ref-type="fig" rid="F2">Figures 2A,B</xref>). The diameter of the gravel clasts ranges from 50 to 300&#xa0;mm. <italic>In-situ</italic> exposed outcrops over 10&#xa0;m high (undisturbed by the landslide) crop out near the western limit of the depictions of the lithological structure (<xref ref-type="fig" rid="F2">Figure&#x20;2C</xref>). Dominant pale-yellow shales, 0.2&#x223c;0.5&#xa0;m thick, are found in the pelitic structure with developed joints. The main component of shales is smectite and other clay minerals, which are easily weathered and softened by water. The rocks dip 25&#xb0; toward 130&#xb0;. Two dominant joints are found in the study area (<xref ref-type="fig" rid="F2">Figure&#x20;2D</xref>). The first joint dips 75&#xb0; toward 5&#xb0;&#x2013;15&#xb0; with a width of 3&#x223c;15&#xa0;mm and a length of 1.5&#x2013;4.9&#xa0;m, and the joint spacing is 1.30&#x2013;4.20&#xa0;m. The second one dips 80&#xb0; toward 210&#xb0;&#x2013;230&#xb0; with a width of 2&#x2013;12&#xa0;mm and a length of over 10&#xa0;m, and the joint spacing is 1.10&#x2013;2.70&#xa0;m. The joints are partially filled with&#x20;clay.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A)</bold> Eluvium, <bold>(B)</bold> gravel soil, <bold>(C)</bold> Hanjiadian Formation Shale (S1h), and <bold>(D)</bold> rose diagram of the joins.</p>
</caption>
<graphic xlink:href="feart-09-774200-g002.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>Landslide Monitoring After Failure</title>
<sec id="s2-2-1">
<title>Emergency Monitoring Systems</title>
<p>After landslide failure, emergency work and stability evaluation of the reactivated deposits are necessary, but conventional monitoring technologies are not equipped to monitor the damaged landslide, because of the instability of the landslide and debris. Therefore, some new methods are taken to monitor the deformation of the landslide (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>):<list list-type="simple">
<list-item>
<p>1) Ground-based&#x20;radar</p>
</list-item>
</list>
</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Monitoring system of the failure landslide and photographs of the devices.</p>
</caption>
<graphic xlink:href="feart-09-774200-g003.tif"/>
</fig>
<p>HC-GBSAR1000 ground-based radar monitoring system uses Ground-based repeated orbit interferometric SAR technology, which accurately measures the displacement of the landslide&#x2019;s surface by comparing different pictures at different times based on the principle of phase interference. This technology has the technical advantages of being all-weather, high-precision, and a continuous measurement in time and space. Therefore, it was used in emergency monitoring of the landslide.<list list-type="simple">
<list-item>
<p>2) Unmanned Aerial Vehicle</p>
</list-item>
</list>
</p>
<p>Five sensors are equipped in the unmanned aerial vehicle to take pictures from five viewpoints. Meanwhile, the location of the vehicle during flight is recorded, including its height, speed, and flight direction. Based on the digital aerial stereo images, the image points and coordinates are automatically recognized, and the three-dimensional coordinate of the study objection is formed by using the analytical photogrammetry method. This technology could rapidly obtain a digital orthophoto, a digital elevation model, and high-resolution three-dimensional models, which provide fundamental data for the evaluation and monitoring of the landslide.<list list-type="simple">
<list-item>
<p>3) Airborne Lidar</p>
</list-item>
</list>
</p>
<p>The airborne Lidar integrates multiple technologies, such as laser, computers, high dynamic carrier attitude determination technology, and High-precision dynamic GNSS (Glogbal navigation satellite system) differential technology. This technology recognizes objects by laser technology and analyzes those data by computer technology. Airborne lidar is composed of a laser scanner system, a position and orientation system (POS) (GNSS), and a high-resolution camera system. The technology can avoid the effect of trees and obtain a high-resolution photograph and 3D point cloud data rapidly and accurately. Those data are used to analyze the deformation and the volume of the landslide.<list list-type="simple">
<list-item>
<p>4) Thermal infrared temperature monitoring</p>
</list-item>
</list>
</p>
<p>The thermal Infrared Camera FLIR X8400sc is a device that converts energy into an electrical signal. It has a precision of &#xb1;0.1&#xb0;C, a temperature resolution of 0.04&#xb0;C, a resolution of 1,280 &#xd7;&#x20;1,024 pixels, and a spectral range of [1.5 5.1]&#xa0;&#xb5;m. This equipment measures the temperature of the landslide surface so as to obtain the temperature of the&#x20;field.</p>
</sec>
<sec id="s2-2-2">
<title>Conventional Monitoring Systems</title>
<p>Conventional monitoring equipment has been widely used in natural hazard monitoring because of its low cost, simple structure, and easy construction. In addition, they are applied for their wireless transmission of measurement data. In this paper, these monitoring technologies are used (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>):<list list-type="simple">
<list-item>
<p>1) GNSS displacement monitoring</p>
</list-item>
</list>
</p>
<p>The principle of GNSS monitoring is to determine the position of the GNSS receiver using the distance intersection method by measuring the distance between four or more satellites and receivers. The base station is constructed in a stable area, and monitoring stations are built in a deformation area. The displacements of the monitoring stations are calculated by comparing the location between the base and monitoring stations.<list list-type="simple">
<list-item>
<p>2) Displacement monitoring in&#x20;depth</p>
</list-item>
</list>
</p>
<p>The flexible inclinometer probe, invented by Chongqing Engineering Research Center of Automatic Monitoring for Geological Hazards, measures its angle by three-dimensional micro-mechatronics measurement units (MEMS) to calculate horizontal displacement. The flexible probe monitoring system includes a flexible probe, controller, and PC software. One probe contains 80 measurement units and vertical spacing of 1.0&#xa0;m. Unfortunately, the flexible probe did not work after being installed into the landslide.<list list-type="simple">
<list-item>
<p>3) Rainfall monitoring</p>
</list-item>
</list>
</p>
<p>A tipping bucket rain gauge was used to measure precipitation because it is characterized by real-time recording of rainfall with high accuracy and requiring almost no human factor. The measurable range of the equipment is 0.01&#xa0;mm&#x007E;4&#xa0;mm/min, and the precision is &#xb1;2%.<list list-type="simple">
<list-item>
<p>4) Sound and light&#x20;alarm</p>
</list-item>
</list>
</p>
<p>The received data being collected and analyzed by the monitoring terminal is uploaded to a remote control terminal and then the alarm information is pushed to the sound and light warning terminal for an efficient and timely warning. Sound and light alarms are carried out in time to remind nearby vehicles and personnel to react to disasters.</p>
</sec>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Deformation of the Zhongbao Landslide</title>
<p>The Zhongbao landslide was first found to have deformed on July 22. Several cracks were recorded on the uphill side of the landslide after a continuous intense rainfall. As the landslide deformed, the eastern boundary of the landslide was generated, then a great many tension cracks formed at Part II while Part I gave way (<xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>). The uphill slope slid over 20&#xa0;m, and the downhill slope suffered local deformation. On July 24, the sliding mass was transported to the middle and downhill slopes, causing the downhill slope to gradually collapse (<xref ref-type="fig" rid="F4">Figure&#x20;4C</xref>). On July 25, there was a strong rainfall, the downslope had obvious deformation, and the sliding mass gradually slid into the Yancang River. The barrier lake and dam were formed (<xref ref-type="fig" rid="F4">Figures&#x20;4D,E</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Deformation characteristics and rainfall vs.&#x20;time.</p>
</caption>
<graphic xlink:href="feart-09-774200-g004.tif"/>
</fig>
<p>The steep Part I firstly deformed and collapsed, which destroyed the main road. The upstream portion of Part II gradually deformed and pushed the middle portion to slip. Due to the cliff at the east side of the landslide, the sliding direction of the landslide gradually changed from 165&#xb0; in the source area to 220&#xb0; in the transportation area, and finally to 180&#xb0; in the accumulation area. According to the deformation characteristics of the landslide, the landslide area could be divided into five areas (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>):</p>
<p>Part I: This portion is located at the northeast side of the landslide (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>). Reactivated deposits of Part I covered Part II. This part is 140&#x2013;245&#xa0;m wide and 230&#xa0;m long, about 10&#xa0;m thick with its largest elevation difference being 102&#xa0;m. The deformation characteristics of the road showed that the accumulation moved with Part II, inferring that Part I failed before Part II. Due to the steep slope, engineering projection, and continual rainfall, Part I slipped with velocity and compressed Part II, which accelerated the movement of Part II. Therefore, the uplift area and puddle were found in part&#x20;II.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>The result of the Airborne Lidar after filtering out trees. Note the black dashed line is the secondary landslide in the accumulation area. Yellow lines separate the three parts (see text). Sub-photographs are the scarplet and local collapse, respectively.</p>
</caption>
<graphic xlink:href="feart-09-774200-g005.tif"/>
</fig>
<p>Source area (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>): The length and elevation difference of this area is approximately 207 and 46&#xa0;m, respectively. Under the effect of rainfall and part I, the rear section of Part II gradually deformed and developed into scratch (<xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>) and tension cracks. Those cracks became an infiltration path for rainfall which damaged the yale structure and decreased the shear strength of the soil and rock. The rock became severely fragmented (<xref ref-type="fig" rid="F6">Figure&#x20;6B</xref>). The deformation of the landslide thus accelerated. Many scarplets and cracks were found in this portion. Moreover, the boundary between the source area and the transportation area was an uplift zone with an average height of 3.0&#xa0;m (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Picture of the source area and Part I area. The sub-picture is the uplift zone between the source area (left) and the transportation area (right). Note, &#x201c;h&#x201d; represents the elevation difference of the landslide&#x20;area.</p>
</caption>
<graphic xlink:href="feart-09-774200-g006.tif"/>
</fig>
<p>Transportation area (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>): Owing to the rear section sliding and pushing the rock soil mass in the transportation area, some buildings and houses in the middle section only formed tension cracks but were not completely destroyed (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>). Some parts were uplifted. In the plane view, this area had an approximately rectangular shape with a length of 340&#xa0;m and an average width of 175&#xa0;m. Some pools were found on the landslide. The road debris showed that it slid about 99&#xa0;m but kept good continuity.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>
<bold>(A)</bold> Scratch and <bold>(B)</bold> broken rock. See <xref ref-type="fig" rid="F3">Figure&#x20;3</xref> for the locations of pictures.</p>
</caption>
<graphic xlink:href="feart-09-774200-g007.tif"/>
</fig>
<p>Accumulation area (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>): The rear part became steep again, and the dip direction of the exposed rock was 15&#xb0;. Thus, the sliding direction of the landslide changed. The sliding mass slipped and mobilized surficial deposits in the accumulation area by scraping, entraining, and pushing them downward. Finally, the reactivated deposits accumulated in the toe of the landslide and formed a barrier dam and barrier lake. The thermal infrared monitoring found that the temperature field appeared abnormal in the place where the groundwater was exposed. Moreover, the temperatures of the accumulation area were higher than in other&#x20;areas.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Picture of transportation area. The sub-picture is the village which shows that most of those buildings maintain good integrity. The road also kept good continuity across two sides, even though it slid over 90&#xa0;m. The blues line are&#x20;pools.</p>
</caption>
<graphic xlink:href="feart-09-774200-g008.tif"/>
</fig>
<p>Secondary-landslide area: Three secondary-landslides (1&#x2013;3&#x23; in <xref ref-type="fig" rid="F5">Figure&#x20;5</xref>) were found at the west side of the landslide because of the V-shaped valley. No. 1&#x20;secondary-landslide was caused by the source area sliding along the direction of 230&#xb0;. No. 2 is located on the cliff, so could be from the collapse of the sliding mass. No. 3, caused by a change in the sliding direction of Part II, occurred and buried a small&#x20;road.</p>
</sec>
<sec id="s3-2">
<title>Stability of the Failure Landslide</title>
<p>
<list list-type="simple">
<list-item>
<p>1) Visual observation of surface deformation</p>
</list-item>
</list>
</p>
<p>The radar technology was used to evaluate the volume and deformation characteristics of the landslide because it can remove the trees on the landslide surface and obtain the rear geography of the landslide. <xref ref-type="fig" rid="F9">Figure&#x20;9</xref> shows that Part I had an obvious boundary with 4.1 &#xd7; 102&#xa0;m<sup>2</sup>. Its sliding mass accumulated in Part II and slipped to the transportation area of Part II. The downhill slope continued onto progressive retrogressive collapse and slid into the river. Thus, this landslide was still unstable. Moreover, a cliff was observed on the northeast side of the landslide with over 1&#x20;&#xd7; 106&#xa0;m<sup>2</sup> colluvial deposits where there was also the occurrence of Part I.<list list-type="simple">
<list-item>
<p>2) Surface displacement</p>
</list-item>
</list>
</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Picture of accumulation area <bold>(A)</bold>, the spring water <bold>(B)</bold>, and the temperature of the landslide surface <bold>(C)</bold>.</p>
</caption>
<graphic xlink:href="feart-09-774200-g009.tif"/>
</fig>
<p>An emergency monitoring was started from July 27 to Aug 2. Ground-based radar was 2.8&#xa0;km away from the landslide (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). The surface deformation of the landslide was scanned from July 27 to October 2. Unfortunately, the monitoring was non-continuous due to the power issues and a change in the device location. Therefore, two periods are selected to analyze the deformation characteristics of the landslide debris.</p>
<p>
<xref ref-type="fig" rid="F10">Figure&#x20;10</xref> is the monitoring results of the landslide surface from 16:00 July 27 to 06: 00 July 28. The uphill and middle of the landslide showed no obvious deformation, but the downhill section had large deformation with the largest displacement being 200&#xa0;mm (<xref ref-type="fig" rid="F10">Figure&#x20;10A</xref>). The displacements of four monitoring points in the downslope are shown in <xref ref-type="fig" rid="F10">Figure&#x20;10B</xref>. It is observed that the displacement of P2 and P4 slowly increased and reached about 50&#xa0;mm. However, the displacement at P1 and P3 had the largest values. The velocity of P1 gradually decreased after July 28. The displacement at P3 sharply increased at 22:00 July 27 and then tended to be stable. Moreover, local deformation was also found at the cliff on the northeast side of the downslope (approximately &#x2212;50&#xa0;mm).</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Deformation of the Zhongbao landslide during July 27&#x2013;28. <bold>(A)</bold> Accumulative displacement of the landslide surface; <bold>(B)</bold> the displacements of monitoring points vise time; <bold>(C)</bold> Three-dimensional topographic map. Note, the negative value of the displacement means that the point moves toward the Radar.</p>
</caption>
<graphic xlink:href="feart-09-774200-g010.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F11">Figure&#x20;11</xref> shows the displacement of the landslide surface from 11:00 to 17:00 July 28. It was found that the largest displacement of the landslide is about 70&#xa0;mm, which is clearly smaller than that in <xref ref-type="fig" rid="F10">Figure&#x20;10</xref> (<xref ref-type="fig" rid="F11">Figure&#x20;11A</xref>). The displacement of the point at P was monitored (<xref ref-type="fig" rid="F11">Figure&#x20;11B</xref>). The displacement increases with a velocity of 12&#xa0;mm/h, which indicated that local collapse was still occurring <xref ref-type="fig" rid="F11">Figure&#x20;11C</xref> shows that the upslope also had small deformation (&#x3e;40&#xa0;mm) and the whole landslide was stable.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Deformation of the Zhongbao landslide during July 28. <bold>(A)</bold> Accumulative displacement of the landslide surface; <bold>(B)</bold> the displacements of monitoring points vise time; <bold>(C)</bold> Three-dimensional topographic&#x20;map.</p>
</caption>
<graphic xlink:href="feart-09-774200-g011.tif"/>
</fig>
<p>In consequence, after the landslide collapse, this landslide tended to be stable except for local collapses. The emergency works were taken in the source and transportation area before July 28, and then, the barrier dam was excavated on July 28. The traditional monitoring equipment was installed on the landslide surface.</p>
<p>In <xref ref-type="fig" rid="F12">Figure&#x20;12</xref>, the rainfall and displacement from Aug 12 to Oct 1 was recorded. The second wet month (from September to October) was characterized by a 333&#xa0;mm cumulative rainfall. The downhill slope (G05, G06) had large deformation with a velocity as high as 6&#xa0;cm/day (G06). The increment displacement of the G06 suddenly decreased tending to zero, but the G05 went on with a constant rate of 3.8&#xa0;mm/day. Clearly, the rainfall reactivated the landslide. Moreover, the increase of the displacement at G06 and G05 generally lagged 1&#x20;day behind the rainfall. Another portion of the landslide had a smaller displacement (&#x3c;30&#xa0;mm/month), but also responded to the rainfall and gradually increased.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Rainfall cumulative displacement of monitoring points and vs.&#x20;time.</p>
</caption>
<graphic xlink:href="feart-09-774200-g012.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<sec id="s4-1">
<title>Failure Mechanism of the Zhongbao Landslide</title>
<p>Water has a significant effect on the strength of shale rock. The increase of the water content could lead to mineral particle dissolution and the increase of clay minerals. As a result, the shale structure becomes loose, the mic-cracks gradually increase, and finally, the rock degrades and softens (<xref ref-type="bibr" rid="B14">Feng and Ding, 2005</xref>; <xref ref-type="bibr" rid="B6">Cornelius et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B55">Zhu et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B27">Ling et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B29">Liu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B46">Xue et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B25">Li et&#x20;al., 2019</xref>). Moreover, a filed investigation found that the primary porosity of shale in the landslide area was well developed, and three sets of the superior fractures caused the loosening of the rock. Therefore, after a constant rainfall (July 15&#x2013;18), the rainfall infiltrated into the landslide and decreased the shear strength of the rock. Further, underground water had a lubrication effect on the rock layers, so that the landslide began to deform on July 22. The displacement of the monitoring results also showed that the failure landslide had a large deformation after a strong rainfall (Sep 6). Moreover, the lag time of the landslide deformation after failure (about 1&#xa0;day) was shorter than that of the landslide before failure response to rainfall (about 6&#xa0;days), which could be because of the loose deposits after landslide collapse accelerated the rainfall infiltration. According to the deformation characteristics of the landslide, the deformation process could be divided into three stages:</p>
<p>Creep deformation stage: Rainfall caused a shallow landslide (Part I). A continuous rainfall lasted for almost 20&#xa0;days and increased the groundwater level. As a result, the weight of the sliding mass was increased and the shear strength of the soil decreased. Moreover, the main road provided beneficial conditions for Part I failure. The reactivated deposit impacted and compressed the upslope of part II which accelerated the deformation of the landslide (<xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>). Besides, the gentle slope in the middle of the landslide is conducive to the accumulation of groundwater. Therefore, under the action of groundwater immersion, the landslide gradually moved. Thus, the scratch and shear cracks were generated at the uphill side of the landslide (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>). The uphill section gradually generated obvious deformation. The deformation direction of part I is 230&#xb0;.</p>
<p>Accelerated deformation stage: After the rear part of the landslide was initialized, it gradually slid along the sliding zone and compressed the middle section. Although there was no rainfall, the surface water continually infiltrated along these shear cracks, and the shear strength of the soil continually decreased under groundwater immersion. The sliding zone rapidly developed and the landslide slid over 90&#xa0;m (<xref ref-type="fig" rid="F4">Figure&#x20;4C</xref>). The sliding direction was 210&#xb0;.</p>
<p>Accumulation stage: the landslide slides out from the steep ridge of the front edge and pushes and scrapes the shale (<xref ref-type="fig" rid="F4">Figure&#x20;4E</xref>), which accumulates at the foot of the landslide and a barrier lake is formed. Moreover, the scarplet in front of the landslide led to the deposit mainly accumulating in the landslide toe and forming a secondary landslide (<xref ref-type="fig" rid="F9">Figure&#x20;9</xref>) which still deformed after the landslide failure, especially when heavy rainfall occured.</p>
<p>The pale-yellow shale samples, with different water content and angles of bedding planes, were tested to obtain the compressive strength by uniaxial compression test (shown in <xref ref-type="fig" rid="F13">Figure&#x20;13</xref>). All curves had the same shapes that as the water content increased, the compressive strength gradually decreased (<xref ref-type="bibr" rid="B47">Yang et&#x20;al., 2007</xref>; Wei et&#x20;al., 2015. The angle of bedding planes also had significant importance on the strength, because the clay minerals filled in the bedding plane, the content of which could be over 35% clay minerals (<xref ref-type="bibr" rid="B13">Fang et&#x20;al., 2019</xref>), such as kaolinite, montmorillonite, illite, absorbed water and swelled, causing expansive pressure. As a result, the shale rock gradually split and disintegrated along the bedding plane (<xref ref-type="bibr" rid="B35">Rybacki et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B36">Rybacki et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B40">Teng et&#x20;al., 2017</xref>), which also provided further seepage channels. Moreover, two clay layers (0.5&#x2013;1.5&#xa0;m thickness) were observed in the shale rock layer, one of which was the sliding surface. According to the other reports, the shear strength properties of the clay have a significant decrease when the moisture content increases (<xref ref-type="bibr" rid="B8">Dafalla, 2013</xref>; <xref ref-type="bibr" rid="B23">Li et&#x20;al., 2018b</xref>; <xref ref-type="bibr" rid="B18">He et&#x20;al., 2018</xref>), and are more sensitive than the rock. Therefore, after intense rainfall, the landslide slipped along the clay layer, and the shale rock was fragmented in the sliding&#x20;mass.</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Influence of moisture content on the compressive strength of the shales with different angles of bedding planes.</p>
</caption>
<graphic xlink:href="feart-09-774200-g013.tif"/>
</fig>
<p>After the landslide failed, the barrier lake formed in front of the landslide increased the groundwater level of the accumulation area (<xref ref-type="fig" rid="F14">Figure&#x20;14</xref>). The reservoir impoundment could accelerate the landslide deformation and failure (<xref ref-type="bibr" rid="B30">Macfarlane, 2009</xref>; <xref ref-type="bibr" rid="B20">Huang et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B23">Li et&#x20;al., 2018b</xref>; <xref ref-type="bibr" rid="B42">Wang et&#x20;al., 2019</xref>). When the lake flooded the downhill portion of the deposit, the shear resistance was reduced (<xref ref-type="bibr" rid="B18">He et&#x20;al., 2018</xref>), especially for the destroyed deposits, so that the deposit still had a strong response to the rainfall. In the collapse at the shear outlet of the landslide, several springs with a flow velocity of 0.1&#x2013;0.6&#xa0;m<sup>3</sup>/s indicated that the seepage field rapidly declined which could decrease the stability of the landslide (<xref ref-type="bibr" rid="B2">Berilgen, 2007</xref>; <xref ref-type="bibr" rid="B10">Della Seta et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B19">Hu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B37">Sui and Zheng, 2017</xref>; <xref ref-type="bibr" rid="B53">Zhang et&#x20;al., 2018b</xref>; <xref ref-type="bibr" rid="B43">Wu et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B48">Yang et&#x20;al., 2020</xref>). The stability of the accumulation area was evaluated using Geo-slope software. Firstly, we evaluated the safety factor of the accumulation area under rainfalls (<xref ref-type="fig" rid="F15">Figure&#x20;15</xref>). The safety factor of the accumulation area had a strong response to the rainfall and presented a certain linear change as the displacement increased. During an intensity continuous rainfall, the safety factor significantly decreases, because the groundwater level rapidly increases. If the dammed lake is excavated and drained during this stage, the landslide could slide again and form a larger barrier&#x20;dam.</p>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Profile 1&#x2013;1&#x2032; of the accumulation area (shown in <xref ref-type="fig" rid="F9">Figure&#x20;9</xref>).</p>
</caption>
<graphic xlink:href="feart-09-774200-g014.tif"/>
</fig>
<fig id="F15" position="float">
<label>FIGURE 15</label>
<caption>
<p>Safety factor of the accumulation&#x20;area.</p>
</caption>
<graphic xlink:href="feart-09-774200-g015.tif"/>
</fig>
</sec>
<sec id="s4-2">
<title>Emergency Monitoring System for the Damaged Landslide</title>
<p>After landslide failure, the re-activated deposit and the barrier lake could cause secondary economic losses (<xref ref-type="bibr" rid="B12">Fan et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B15">Gischig et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B28">Liu et&#x20;al., 2020</xref>), so emergency engineering is necessary (<xref ref-type="bibr" rid="B44">Xiao et&#x20;al., 2021</xref>). This paper constructed an integrated monitoring system for landslide failure. The monitoring equipment is non-contact measurements such as Ground-based radar, Unmanned Aerial Vehicles, Airborne Lidar, and thermal infrared temperature monitoring. These devices can scan the whole landslide surface and obtain point cloud data to evaluate the stability of the landslide debris in detail. The monitoring results found that deformation mainly occurred in the scarp at the uphill side of the landslide, and the deformation gradually tend to become stable after July 28. Those results provided guidance for rescue work and the excavation of barrier lakes. However, these devices are too expensive and difficult to operate if used for long-term monitoring of landslides, and also in addition only obtain deformation information of the landslide surface. Therefore, After landslide failure gradually stableizes, conventional sensors should be installed into the landslide to measure the displacement of the typical landslide profiles, such as GNSS, GPS, deep monitoring, and so on. Those devices can measure the multi-filed information of the landslide for a long time without interruption, which could provide information for reconstruction work. In this paper, the monitoring for the failing landslide shows that the failing landslide debris is still responsive to rainfall, especially at the front and middle parts of the landslide. Thus, engineering activities and human activity should be avoided as far as possible in the middle and front parts as the landslide could slip again and form a dammed lake. Moreover, over 1&#x20;&#xd7; 106&#xa0;m<sup>2</sup> of colluvial deposits on the northeast side of the landslide could be initialized and fail under the long-term effects of rainfall, which could cause extensive damage to the landslide. Therefore, the most effective monitoring method is non-contact devices, such as ground-based radar, unmanned air vehicles, three-dimensional laser scanners, and so&#x20;on.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>The Zhongbao landslide is a typical rainfall-induced landslide in the Yancang River area, situated in the Wulong District, Chongqing, China. It most likely originated catastrophically as a rockslide combined with a shallow landslide. The shallow soil slope, located in the uphill side of the landslide was triggered by continuous torrential rain, which pushed the rear part of the landslide to deform and accelerated rainfall infiltration into the landslide. The increase of the water content decreased the strength of the shale rock and made the rock more broken. The landslide gradually slid along the weak layer within the rock layer and formed a barrier lake. Moreover, the accumulation area was still deformed.</p>
<p>After the landslide failure, an emergency monitoring system with multiple monitoring devices was constructed to measure the deformation of the whole landslide surface. The monitoring results provided some advice for emergency engineering. The compromised landslide gradually became stable after July 28. Then, some conventional monitoring methods were installed into the landslide and the results found that the reactivated deposits still responded to rainfall.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>Written informed consent was obtained from the relevant individuals for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>The work was carried out in collaboration between all the authors. LC and LM designed the monitoring system and provided the monitoring data; WH, HX, LC taken the investigation; CZ wrote the original draft; CZ, HX, LW, and DA reviewed and edited the draft. All authors have read and agreed to the published version of the manuscript.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This study was financially supported by the National Key Research and Development Program of China (Grant No. 2017YFC1501303); Key Research and Development Program of Xinjiang Uygur Autonomous Region (Grant No. 2021B03004-3); Chongqing Technology Innovation and Application Development Special Key Projects (cstc2019jscx-tjsbX0015).</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>
<ack>
<p>The authors appreciate the work of the Chengdu University of Technology for providing the data of the thermal infrared temperature monitoring. All support is gratefully acknowledged.</p>
</ack>
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