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Geohazards Analysis of the Litang-Batang Section of Sichuan-Tibet Railway Using SAR Interferometry
The Sichuan-Tibet Railway (STR), as the second railway connecting the Tibet Autonomous Region with the rest of China, is recognized as a historical challenging project. There are widely distributed geohazards (e.g., landslides, sand-sliding slopes, collapses, ice avalanches, and debris flows) along...
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Published in: | IEEE journal of selected topics in applied earth observations and remote sensing 2021, Vol.14, p.11998-12006 |
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description | The Sichuan-Tibet Railway (STR), as the second railway connecting the Tibet Autonomous Region with the rest of China, is recognized as a historical challenging project. There are widely distributed geohazards (e.g., landslides, sand-sliding slopes, collapses, ice avalanches, and debris flows) along the STR due to the significantly undulating terrains, unfavorable geological conditions, and intense tectonic movements. Therefore, it is necessary to identify the potential threats for the construction and regular operation of the STR. Interferometric synthetic aperture radar (InSAR) is a well-known tool for wide area geohazards detection with high precision. In this study, we employed small baseline subset analysis method to retrieve the ground displacement of the Litang-Batang section of the STR with C-band Sentinel-1 SAR images acquired from December 2015 to October 2019. The identified geohazards in this section are landslides, sand-sliding slopes, and seasonal frozen soils. High risk of geohazards is identified in the Maoyaba-Batang section through a hotspot and cluster analysis method. The head area of the ancient earthquake triggered Luanshibao landslide is identified active with displacement rate of −15 mm/yr, which might bring threat to the Sichuan-Tibet highway. Seasonal displacement due to freeze-thawing cycles of the seasonal frozen soils is detected in the alluvial area of the Litang River with maximum amplitude of 20 mm. Seasonal accelerations correlated with concentrated rainfall are identified on active slopes. Our study proved InSAR is an effective tool in detecting and monitoring mountainous unstable slopes. |
doi_str_mv | 10.1109/JSTARS.2021.3129270 |
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There are widely distributed geohazards (e.g., landslides, sand-sliding slopes, collapses, ice avalanches, and debris flows) along the STR due to the significantly undulating terrains, unfavorable geological conditions, and intense tectonic movements. Therefore, it is necessary to identify the potential threats for the construction and regular operation of the STR. Interferometric synthetic aperture radar (InSAR) is a well-known tool for wide area geohazards detection with high precision. In this study, we employed small baseline subset analysis method to retrieve the ground displacement of the Litang-Batang section of the STR with C-band Sentinel-1 SAR images acquired from December 2015 to October 2019. The identified geohazards in this section are landslides, sand-sliding slopes, and seasonal frozen soils. High risk of geohazards is identified in the Maoyaba-Batang section through a hotspot and cluster analysis method. The head area of the ancient earthquake triggered Luanshibao landslide is identified active with displacement rate of −15 mm/yr, which might bring threat to the Sichuan-Tibet highway. Seasonal displacement due to freeze-thawing cycles of the seasonal frozen soils is detected in the alluvial area of the Litang River with maximum amplitude of 20 mm. Seasonal accelerations correlated with concentrated rainfall are identified on active slopes. Our study proved InSAR is an effective tool in detecting and monitoring mountainous unstable slopes.</description><identifier>ISSN: 1939-1404</identifier><identifier>EISSN: 2151-1535</identifier><identifier>DOI: 10.1109/JSTARS.2021.3129270</identifier><identifier>CODEN: IJSTHZ</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Analysis ; C band ; Cluster analysis ; Connecting ; Debris flow ; Displacement ; Earthquakes ; Freeze-thawing ; Frozen ground ; Geological hazards ; Geology ; Ground motion ; Hazards ; Hot spots (geology) ; Identification ; Image acquisition ; Interferometric synthetic aperture radar ; Interferometry ; Landslides ; Landslides & mudslides ; Monitoring ; Radar polarimetry ; Rail transportation ; Railroads ; Rain ; Rainfall ; Sand ; sand-sliding slopes ; SAR (radar) ; seasonally frozen soil ; Seismic activity ; Sichuan–Tibet Railway (STR) ; Sliding ; Slope ; Slope stability ; Slopes ; Slumping ; Soil ; Tectonics ; Thawing ; the Luanshibao landslide</subject><ispartof>IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.11998-12006</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c408t-9086d642faea715c27a9cedd6e03cfacbac9bfbc980ca1d39b5c2136d08c0fc43</citedby><cites>FETCH-LOGICAL-c408t-9086d642faea715c27a9cedd6e03cfacbac9bfbc980ca1d39b5c2136d08c0fc43</cites><orcidid>0000-0002-1127-9823 ; 0000-0003-2815-7897</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,4024,27923,27924,27925</link.rule.ids></links><search><creatorcontrib>Shi, Xuguo</creatorcontrib><creatorcontrib>Jiang, Liming</creatorcontrib><creatorcontrib>Jiang, Houjun</creatorcontrib><creatorcontrib>Wang, Xudong</creatorcontrib><creatorcontrib>Xu, Jinhu</creatorcontrib><title>Geohazards Analysis of the Litang-Batang Section of Sichuan-Tibet Railway Using SAR Interferometry</title><title>IEEE journal of selected topics in applied earth observations and remote sensing</title><addtitle>JSTARS</addtitle><description>The Sichuan-Tibet Railway (STR), as the second railway connecting the Tibet Autonomous Region with the rest of China, is recognized as a historical challenging project. There are widely distributed geohazards (e.g., landslides, sand-sliding slopes, collapses, ice avalanches, and debris flows) along the STR due to the significantly undulating terrains, unfavorable geological conditions, and intense tectonic movements. Therefore, it is necessary to identify the potential threats for the construction and regular operation of the STR. Interferometric synthetic aperture radar (InSAR) is a well-known tool for wide area geohazards detection with high precision. In this study, we employed small baseline subset analysis method to retrieve the ground displacement of the Litang-Batang section of the STR with C-band Sentinel-1 SAR images acquired from December 2015 to October 2019. The identified geohazards in this section are landslides, sand-sliding slopes, and seasonal frozen soils. High risk of geohazards is identified in the Maoyaba-Batang section through a hotspot and cluster analysis method. The head area of the ancient earthquake triggered Luanshibao landslide is identified active with displacement rate of −15 mm/yr, which might bring threat to the Sichuan-Tibet highway. Seasonal displacement due to freeze-thawing cycles of the seasonal frozen soils is detected in the alluvial area of the Litang River with maximum amplitude of 20 mm. Seasonal accelerations correlated with concentrated rainfall are identified on active slopes. Our study proved InSAR is an effective tool in detecting and monitoring mountainous unstable slopes.</description><subject>Analysis</subject><subject>C band</subject><subject>Cluster analysis</subject><subject>Connecting</subject><subject>Debris flow</subject><subject>Displacement</subject><subject>Earthquakes</subject><subject>Freeze-thawing</subject><subject>Frozen ground</subject><subject>Geological hazards</subject><subject>Geology</subject><subject>Ground motion</subject><subject>Hazards</subject><subject>Hot spots (geology)</subject><subject>Identification</subject><subject>Image acquisition</subject><subject>Interferometric synthetic aperture radar</subject><subject>Interferometry</subject><subject>Landslides</subject><subject>Landslides & mudslides</subject><subject>Monitoring</subject><subject>Radar polarimetry</subject><subject>Rail transportation</subject><subject>Railroads</subject><subject>Rain</subject><subject>Rainfall</subject><subject>Sand</subject><subject>sand-sliding slopes</subject><subject>SAR (radar)</subject><subject>seasonally frozen soil</subject><subject>Seismic activity</subject><subject>Sichuan–Tibet Railway (STR)</subject><subject>Sliding</subject><subject>Slope</subject><subject>Slope stability</subject><subject>Slopes</subject><subject>Slumping</subject><subject>Soil</subject><subject>Tectonics</subject><subject>Thawing</subject><subject>the Luanshibao landslide</subject><issn>1939-1404</issn><issn>2151-1535</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>DOA</sourceid><recordid>eNo9kUFrGzEQhUVpoW7aX5DLQs7raKRdaXV0Qpu6GAq2cxaz2tlYxlmlkkxxf313syGnBzPfewPzGLsGvgTg5vbXbr_a7paCC1hKEEZo_oEtBNRQQi3rj2wBRpoSKl59Zl9SOnKuhDZywdoHCgf8h7FLxWrA0yX5VIS-yAcqNj7j8FTe4STFjlz2YZiWO-8OZxzKvW8pF1v0p794KR6Tn7DVtlgPmWJPMTxTjpev7FOPp0Tf3vSKPf74vr__WW5-P6zvV5vSVbzJpeGN6lQleiTUUDuh0TjqOkVcuh5di860fetMwx1CJ007MiBVxxvHe1fJK7aec7uAR_sS_TPGiw3o7esgxCeLMXt3ItsZcFyBAK6xagBRKyO1QIlSgiIYs27mrJcY_pwpZXsM5zj-J1mhuG503Sg9UnKmXAwpRerfrwK3UzF2LsZOxdi3YkbX9ezyRPTuMEoIGDP_A4vGih8</recordid><startdate>2021</startdate><enddate>2021</enddate><creator>Shi, Xuguo</creator><creator>Jiang, Liming</creator><creator>Jiang, Houjun</creator><creator>Wang, Xudong</creator><creator>Xu, Jinhu</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>ESBDL</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H8D</scope><scope>H96</scope><scope>KR7</scope><scope>L.G</scope><scope>L7M</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-1127-9823</orcidid><orcidid>https://orcid.org/0000-0003-2815-7897</orcidid></search><sort><creationdate>2021</creationdate><title>Geohazards Analysis of the Litang-Batang Section of Sichuan-Tibet Railway Using SAR Interferometry</title><author>Shi, Xuguo ; Jiang, Liming ; Jiang, Houjun ; Wang, Xudong ; Xu, Jinhu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c408t-9086d642faea715c27a9cedd6e03cfacbac9bfbc980ca1d39b5c2136d08c0fc43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Analysis</topic><topic>C band</topic><topic>Cluster analysis</topic><topic>Connecting</topic><topic>Debris flow</topic><topic>Displacement</topic><topic>Earthquakes</topic><topic>Freeze-thawing</topic><topic>Frozen ground</topic><topic>Geological hazards</topic><topic>Geology</topic><topic>Ground motion</topic><topic>Hazards</topic><topic>Hot spots (geology)</topic><topic>Identification</topic><topic>Image acquisition</topic><topic>Interferometric synthetic aperture radar</topic><topic>Interferometry</topic><topic>Landslides</topic><topic>Landslides & mudslides</topic><topic>Monitoring</topic><topic>Radar polarimetry</topic><topic>Rail transportation</topic><topic>Railroads</topic><topic>Rain</topic><topic>Rainfall</topic><topic>Sand</topic><topic>sand-sliding slopes</topic><topic>SAR (radar)</topic><topic>seasonally frozen soil</topic><topic>Seismic activity</topic><topic>Sichuan–Tibet Railway (STR)</topic><topic>Sliding</topic><topic>Slope</topic><topic>Slope stability</topic><topic>Slopes</topic><topic>Slumping</topic><topic>Soil</topic><topic>Tectonics</topic><topic>Thawing</topic><topic>the Luanshibao landslide</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shi, Xuguo</creatorcontrib><creatorcontrib>Jiang, Liming</creatorcontrib><creatorcontrib>Jiang, Houjun</creatorcontrib><creatorcontrib>Wang, Xudong</creatorcontrib><creatorcontrib>Xu, Jinhu</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE Xplore Open Access Journals</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE/IET Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Open Access: DOAJ - Directory of Open Access Journals</collection><jtitle>IEEE journal of selected topics in applied earth observations and remote sensing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shi, Xuguo</au><au>Jiang, Liming</au><au>Jiang, Houjun</au><au>Wang, Xudong</au><au>Xu, Jinhu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Geohazards Analysis of the Litang-Batang Section of Sichuan-Tibet Railway Using SAR Interferometry</atitle><jtitle>IEEE journal of selected topics in applied earth observations and remote sensing</jtitle><stitle>JSTARS</stitle><date>2021</date><risdate>2021</risdate><volume>14</volume><spage>11998</spage><epage>12006</epage><pages>11998-12006</pages><issn>1939-1404</issn><eissn>2151-1535</eissn><coden>IJSTHZ</coden><abstract>The Sichuan-Tibet Railway (STR), as the second railway connecting the Tibet Autonomous Region with the rest of China, is recognized as a historical challenging project. There are widely distributed geohazards (e.g., landslides, sand-sliding slopes, collapses, ice avalanches, and debris flows) along the STR due to the significantly undulating terrains, unfavorable geological conditions, and intense tectonic movements. Therefore, it is necessary to identify the potential threats for the construction and regular operation of the STR. Interferometric synthetic aperture radar (InSAR) is a well-known tool for wide area geohazards detection with high precision. In this study, we employed small baseline subset analysis method to retrieve the ground displacement of the Litang-Batang section of the STR with C-band Sentinel-1 SAR images acquired from December 2015 to October 2019. The identified geohazards in this section are landslides, sand-sliding slopes, and seasonal frozen soils. High risk of geohazards is identified in the Maoyaba-Batang section through a hotspot and cluster analysis method. The head area of the ancient earthquake triggered Luanshibao landslide is identified active with displacement rate of −15 mm/yr, which might bring threat to the Sichuan-Tibet highway. Seasonal displacement due to freeze-thawing cycles of the seasonal frozen soils is detected in the alluvial area of the Litang River with maximum amplitude of 20 mm. Seasonal accelerations correlated with concentrated rainfall are identified on active slopes. Our study proved InSAR is an effective tool in detecting and monitoring mountainous unstable slopes.</abstract><cop>Piscataway</cop><pub>IEEE</pub><doi>10.1109/JSTARS.2021.3129270</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-1127-9823</orcidid><orcidid>https://orcid.org/0000-0003-2815-7897</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Analysis C band Cluster analysis Connecting Debris flow Displacement Earthquakes Freeze-thawing Frozen ground Geological hazards Geology Ground motion Hazards Hot spots (geology) Identification Image acquisition Interferometric synthetic aperture radar Interferometry Landslides Landslides & mudslides Monitoring Radar polarimetry Rail transportation Railroads Rain Rainfall Sand sand-sliding slopes SAR (radar) seasonally frozen soil Seismic activity Sichuan–Tibet Railway (STR) Sliding Slope Slope stability Slopes Slumping Soil Tectonics Thawing the Luanshibao landslide |
title | Geohazards Analysis of the Litang-Batang Section of Sichuan-Tibet Railway Using SAR Interferometry |
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