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Published in: Environmental Earth Sciences 4/2015

01-08-2015 | Original Article

Model test study on monitoring dynamic process of slope failure through spatial sensor network

Authors: Ping Lu, Hangbin Wu, Gang Qiao, Weiyue Li, Marco Scaioni, Tiantian Feng, Shijie Liu, Wen Chen, Nan Li, Chun Liu, Xiaohua Tong, Yang Hong, Rongxing Li

Published in: Environmental Earth Sciences | Issue 4/2015

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Abstract

Landslides represent a major type of natural hazards worldwide. For development of risk mitigation capabilities, an effective system for monitoring dynamic process of slope failure, capable of gathering spatially distributed information before, during and after a landslide occurrence at real-time manner is essential. A spatial sensor network (SSN), which integrates the real-time communication infrastructure and observations from in situ sensors and remote sensing platforms, offers an efficient and effective approach for such purpose. In this paper, a SSN-based landslide monitoring system was designed and evaluated through a model test study conducted at Tongji University, China. This system, MUNOLD (MUlti-Sensor Network for Observing Landslide Disaster), has been designed as a comprehensive monitoring framework, including sensor observations, multi-channel wireless communication, remote data storage, visualization, data processing and data analysis. In this model test study, initial experimentation demonstrated the capabilities of the MUNOLD system for collecting real-time information about the dynamic process and propagation of slope failure. Innovatively, generated from the high-speed stereo images, the sequential surface deformation vector field can be created and may exhibit the dynamic process during the extremely critical and short period of the slope failure. After this model test study, the MUNOLD system is going to be further improved and extended in a landslide prone region in Sichuan Province, China.

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Literature
go back to reference Akyildiz IF, Su W, Sankarasubramaniam Y, Cayirci E (2002) Wireless sensor networks: a survey. Comput Netw 38(4):393–422CrossRef Akyildiz IF, Su W, Sankarasubramaniam Y, Cayirci E (2002) Wireless sensor networks: a survey. Comput Netw 38(4):393–422CrossRef
go back to reference Angeli MG, Pasuto A, Silvano S (2000) A critical review of landslide monitoring experiences. Eng Geol 55(3):133–147CrossRef Angeli MG, Pasuto A, Silvano S (2000) A critical review of landslide monitoring experiences. Eng Geol 55(3):133–147CrossRef
go back to reference Aydan Ö, Kumsar H (2010) An experimental and theoretical approach on the modeling of sliding response of rock wedges under dynamic loading. Rock Mech Rock Eng 43(6):821–830CrossRef Aydan Ö, Kumsar H (2010) An experimental and theoretical approach on the modeling of sliding response of rock wedges under dynamic loading. Rock Mech Rock Eng 43(6):821–830CrossRef
go back to reference Borgatti L, Soldati M (2010) Landslides as a geomorphological proxy for climate change: a record from the Dolomites (northern Italy). Geomorphology 120(1–2):56–64CrossRef Borgatti L, Soldati M (2010) Landslides as a geomorphological proxy for climate change: a record from the Dolomites (northern Italy). Geomorphology 120(1–2):56–64CrossRef
go back to reference Brückl EP (2001) Cause-effect models of large landslides. Nat Hazards 23:291–314CrossRef Brückl EP (2001) Cause-effect models of large landslides. Nat Hazards 23:291–314CrossRef
go back to reference Buratti C, Conti A, Dardari D, Verdone R (2009) An overview on wireless sensor networks technology and evolution. Sensors 9(9):6869–6896CrossRef Buratti C, Conti A, Dardari D, Verdone R (2009) An overview on wireless sensor networks technology and evolution. Sensors 9(9):6869–6896CrossRef
go back to reference Clausen T, Jacquet P (2003) Optimized link state routing protocol (OLSR) Clausen T, Jacquet P (2003) Optimized link state routing protocol (OLSR)
go back to reference Corominas J, Moya J, Lloret A, Gili JA, Angeli MG, Pasuto A, Silvano S (2000) Measurement of landslide displacements using a wire extensometer. Eng Geol 55(3):149–166CrossRef Corominas J, Moya J, Lloret A, Gili JA, Angeli MG, Pasuto A, Silvano S (2000) Measurement of landslide displacements using a wire extensometer. Eng Geol 55(3):149–166CrossRef
go back to reference Corsini A, Pasuto A, Soldati M, Zannoni A (2005) Field monitoring of the Corvara landslide (Dolomites, Italy) and its relevance for hazard assessment. Geomorphology 66(1–4):149–165CrossRef Corsini A, Pasuto A, Soldati M, Zannoni A (2005) Field monitoring of the Corvara landslide (Dolomites, Italy) and its relevance for hazard assessment. Geomorphology 66(1–4):149–165CrossRef
go back to reference Cui P, Chen XQ, Zhu YY, Su FH, Wei FQ, Han YS, Liu HJ, Zhuang JQ (2011) The Wenchuan earthquake (May 12, 2008), Sichuan Province, China, and resulting geohazards. Nat Hazards 56(1):19–36CrossRef Cui P, Chen XQ, Zhu YY, Su FH, Wei FQ, Han YS, Liu HJ, Zhuang JQ (2011) The Wenchuan earthquake (May 12, 2008), Sichuan Province, China, and resulting geohazards. Nat Hazards 56(1):19–36CrossRef
go back to reference Dai FC, Lee CF, Ngai YY (2002) Landslide risk assessment and management: an overview. Eng Geol 64(1):65–87CrossRef Dai FC, Lee CF, Ngai YY (2002) Landslide risk assessment and management: an overview. Eng Geol 64(1):65–87CrossRef
go back to reference Douglas J, Uslander T, Schimak G, Esteban JF, Denzer R (2008) An open distributed architecture for sensor networks for risk management. Sensors 8(3):1755–1773CrossRef Douglas J, Uslander T, Schimak G, Esteban JF, Denzer R (2008) An open distributed architecture for sensor networks for risk management. Sensors 8(3):1755–1773CrossRef
go back to reference Federico A, Popescu M, Elia G, Fidelibus C, Internò G, Murianni A (2012) Prediction of time to slope failure: a general framework. Environ Earth Sci 66:245–256CrossRef Federico A, Popescu M, Elia G, Fidelibus C, Internò G, Murianni A (2012) Prediction of time to slope failure: a general framework. Environ Earth Sci 66:245–256CrossRef
go back to reference Fischler MA, Bolles RC (1981) Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography. Commun ACM 24(6):381–395CrossRef Fischler MA, Bolles RC (1981) Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography. Commun ACM 24(6):381–395CrossRef
go back to reference Glabsch J, Heunecke O, Schuhback S (2009) Monitoring the Hornbergl landslide using a recently developed low cost GNSS sensor network. J Appl Geodesy 3(3):179–192CrossRef Glabsch J, Heunecke O, Schuhback S (2009) Monitoring the Hornbergl landslide using a recently developed low cost GNSS sensor network. J Appl Geodesy 3(3):179–192CrossRef
go back to reference Glabsch J, Heunecke O, Schuhback S (2010) A low-cost PDGNSS-based sensor network for landslide monitoring—challenges, possibilities, and prospects. Int J Digital Earth 3(4):365–383CrossRef Glabsch J, Heunecke O, Schuhback S (2010) A low-cost PDGNSS-based sensor network for landslide monitoring—challenges, possibilities, and prospects. Int J Digital Earth 3(4):365–383CrossRef
go back to reference Guzzetti F (2000) Landslide fatalities and the evaluation of landslide risk in Italy. Eng Geol 58(2):89–107CrossRef Guzzetti F (2000) Landslide fatalities and the evaluation of landslide risk in Italy. Eng Geol 58(2):89–107CrossRef
go back to reference Huggel C, Clague JJ, Korup O (2012) Is climate change responsible for changing landslide activity in high mountains? Earth Surf Proc Land 37(1):77–91CrossRef Huggel C, Clague JJ, Korup O (2012) Is climate change responsible for changing landslide activity in high mountains? Earth Surf Proc Land 37(1):77–91CrossRef
go back to reference Iverson RM (2000) Landslide triggering by rain infiltration. Water Resour Res 36:1897–1910CrossRef Iverson RM (2000) Landslide triggering by rain infiltration. Water Resour Res 36:1897–1910CrossRef
go back to reference Jakob M, Lambert S (2009) Climate change effects on landslides along the southwest coast of British Columbia. Geomorphology 107(3–4):275–284CrossRef Jakob M, Lambert S (2009) Climate change effects on landslides along the southwest coast of British Columbia. Geomorphology 107(3–4):275–284CrossRef
go back to reference Jia G, Zhan TL, Chen Y, Fredlund D (2009) Performance of a large-scale slope model subjected to rising and lowering water levels. Eng Geol 106(1):92–103CrossRef Jia G, Zhan TL, Chen Y, Fredlund D (2009) Performance of a large-scale slope model subjected to rising and lowering water levels. Eng Geol 106(1):92–103CrossRef
go back to reference Jongmans D, Garambois S (2007) Geophysical investigation of landslides: a review. Bulletin de la Sociétégéologique de France 178:101–112CrossRef Jongmans D, Garambois S (2007) Geophysical investigation of landslides: a review. Bulletin de la Sociétégéologique de France 178:101–112CrossRef
go back to reference Katz O, Aharonov E (2006) Landslides in vibrating sand box: what controls types of slope failure and frequency magnitude relations? Earth Planet Sci Lett 247(3):280–294CrossRef Katz O, Aharonov E (2006) Landslides in vibrating sand box: what controls types of slope failure and frequency magnitude relations? Earth Planet Sci Lett 247(3):280–294CrossRef
go back to reference Kumsar H, Aydan Ö, Ulusay R (2000) Dynamic and static stability assessment of rock slopes against wedge failures. Rock Mech Rock Eng 33(1):31–51CrossRef Kumsar H, Aydan Ö, Ulusay R (2000) Dynamic and static stability assessment of rock slopes against wedge failures. Rock Mech Rock Eng 33(1):31–51CrossRef
go back to reference Li TB, Chen MD, Wang LS (1999) Landslide real-time tracking prediction. Chengdu University of Science and Technology Press, Chengdu Li TB, Chen MD, Wang LS (1999) Landslide real-time tracking prediction. Chengdu University of Science and Technology Press, Chengdu
go back to reference Lin ML, Wang KL (2006) Seismic slope behavior in a large-scale shaking table model test. Eng Geol 86(2):118–133CrossRef Lin ML, Wang KL (2006) Seismic slope behavior in a large-scale shaking table model test. Eng Geol 86(2):118–133CrossRef
go back to reference Liu C, Li WY, Wu HB, Lu P, Sang K, Sun WW, Chen W, Hong Y, Li RX (2013) Susceptibility evaluation and mapping of China’s landslides based on multi-source data. Nat Hazards 69(3):1477–1495CrossRef Liu C, Li WY, Wu HB, Lu P, Sang K, Sun WW, Chen W, Hong Y, Li RX (2013) Susceptibility evaluation and mapping of China’s landslides based on multi-source data. Nat Hazards 69(3):1477–1495CrossRef
go back to reference Lowe DG (2004) Distinctive image features from scale-invariant keypoints. Int J Comput Vision 60(2):91–110CrossRef Lowe DG (2004) Distinctive image features from scale-invariant keypoints. Int J Comput Vision 60(2):91–110CrossRef
go back to reference Lu P, Wu H, Qiao G, Li W, Tong X, Li R (2012) MUNOLD: landslide monitoring using a spatial sensor network. In: Mechanical Engineering and Technology. Springer, pp 285–289 Lu P, Wu H, Qiao G, Li W, Tong X, Li R (2012) MUNOLD: landslide monitoring using a spatial sensor network. In: Mechanical Engineering and Technology. Springer, pp 285–289
go back to reference Lu P, Catani F, Tofani V, Casagli N (2014) Quantitative hazard and risk assessment for slow-moving landslides from Persistent Scatterer Interferometry. Landslides 11(4):685–696CrossRef Lu P, Catani F, Tofani V, Casagli N (2014) Quantitative hazard and risk assessment for slow-moving landslides from Persistent Scatterer Interferometry. Landslides 11(4):685–696CrossRef
go back to reference McCann D, Forster A (1990) Reconnaissance geophysical methods in landslide investigations. Eng Geol 29:59–78CrossRef McCann D, Forster A (1990) Reconnaissance geophysical methods in landslide investigations. Eng Geol 29:59–78CrossRef
go back to reference Moriwaki H, Inokuchi T, Hattanji T, Sassa K, Ochiai H, Wang G (2004) Failure processes in a full-scale landslide experiment using a rainfall simulator. Landslides 1(4):277–288CrossRef Moriwaki H, Inokuchi T, Hattanji T, Sassa K, Ochiai H, Wang G (2004) Failure processes in a full-scale landslide experiment using a rainfall simulator. Landslides 1(4):277–288CrossRef
go back to reference Nadim F, Kjekstad O, Peduzzi P, Herold C, Jaedicke C (2006) Global landslide and avalanche hotspots. Landslides 3(2):159–173CrossRef Nadim F, Kjekstad O, Peduzzi P, Herold C, Jaedicke C (2006) Global landslide and avalanche hotspots. Landslides 3(2):159–173CrossRef
go back to reference Navda V, Kashyap A, Das SR (2005) Design and evaluation of iMesh: an infrastructure-mode wireless mesh network. In: Proceedings of IEEE WoWMoM, pp 164–170 Navda V, Kashyap A, Das SR (2005) Design and evaluation of iMesh: an infrastructure-mode wireless mesh network. In: Proceedings of IEEE WoWMoM, pp 164–170
go back to reference Popescu ME (1994) A suggested method for reporting landslide causes. Bull Int Assoc Eng Geol 50:71–74CrossRef Popescu ME (1994) A suggested method for reporting landslide causes. Bull Int Assoc Eng Geol 50:71–74CrossRef
go back to reference Radbruch-Hall DH, Varnes DJ (1976) Landslides—cause and effect. Bull Int Assoc Eng Geol 13:205–216CrossRef Radbruch-Hall DH, Varnes DJ (1976) Landslides—cause and effect. Bull Int Assoc Eng Geol 13:205–216CrossRef
go back to reference Rahman KC (2010) A survey on sensor network. J Comput Inf Technol 1(1):76–87 Rahman KC (2010) A survey on sensor network. J Comput Inf Technol 1(1):76–87
go back to reference Ramesh MV (2014) Design, development, and deployment of a wireless sensor network for detection of landslides. Ad Hoc Netw 13:2–18CrossRef Ramesh MV (2014) Design, development, and deployment of a wireless sensor network for detection of landslides. Ad Hoc Netw 13:2–18CrossRef
go back to reference Ramesh MV, Vasudevan N (2012) The deployment of deep-earth sensor probes for landslide detection. Landslides 9(4):457–474CrossRef Ramesh MV, Vasudevan N (2012) The deployment of deep-earth sensor probes for landslide detection. Landslides 9(4):457–474CrossRef
go back to reference Remondo J, Bonachea J, Cendrero A (2008) Quantitative landslide risk assessment and mapping on the basis of recent occurrences. Geomorphology 94(3–4):496–507CrossRef Remondo J, Bonachea J, Cendrero A (2008) Quantitative landslide risk assessment and mapping on the basis of recent occurrences. Geomorphology 94(3–4):496–507CrossRef
go back to reference Saez JL, Corona C, Stoffel M, Berger F (2013) Climate change increases frequency of shallow spring landslides in the French Alps. Geology 41(5):619–622CrossRef Saez JL, Corona C, Stoffel M, Berger F (2013) Climate change increases frequency of shallow spring landslides in the French Alps. Geology 41(5):619–622CrossRef
go back to reference Saito M (1965) Forecasting the time of occurrence of a slope failure. In: Proceedings of 6th international conference on soil mechanics and foundation engineering, Montreal, pp 537–541 Saito M (1965) Forecasting the time of occurrence of a slope failure. In: Proceedings of 6th international conference on soil mechanics and foundation engineering, Montreal, pp 537–541
go back to reference Saito M (1969) Forecasting time of slope failure by tertiary creep. In: Proceedings of 7th international conference on soil mechanics and foundation engineering, Mexico, pp 677–683 Saito M (1969) Forecasting time of slope failure by tertiary creep. In: Proceedings of 7th international conference on soil mechanics and foundation engineering, Mexico, pp 677–683
go back to reference Sass O, Bell R, Glade T (2008) Comparison of GPR, 2D-resistivity and traditional techniques for the subsurface exploration of the Öschingen landslide, Swabian Alb (Germany). Geomorphology 93:89–103CrossRef Sass O, Bell R, Glade T (2008) Comparison of GPR, 2D-resistivity and traditional techniques for the subsurface exploration of the Öschingen landslide, Swabian Alb (Germany). Geomorphology 93:89–103CrossRef
go back to reference Scaioni M, Lu P, Feng T, Chen W, Qiao G, Wu H, Tong X, Wang W et al (2013) Analysis of spatial sensor network observations during landslide simulation experiments. Eur J Environ Civ En 17:802–825CrossRef Scaioni M, Lu P, Feng T, Chen W, Qiao G, Wu H, Tong X, Wang W et al (2013) Analysis of spatial sensor network observations during landslide simulation experiments. Eur J Environ Civ En 17:802–825CrossRef
go back to reference Scaioni M, Feng T, BarazzettiL, Previtali M, Lu P, Qiao G, Wu H, Chen W et al. (2014) Some applications of 2-D and 3-D photogrammetry during laboratory experiments for hydrogeological risk assessment. Geomat Nat Haz Risk (ahead-of-print):1-24. doi:10.1080/19475705.2014.885090 Scaioni M, Feng T, BarazzettiL, Previtali M, Lu P, Qiao G, Wu H, Chen W et al. (2014) Some applications of 2-D and 3-D photogrammetry during laboratory experiments for hydrogeological risk assessment. Geomat Nat Haz Risk (ahead-of-print):1-24. doi:10.​1080/​19475705.​2014.​885090
go back to reference Tang C, Zhu J, Li WL, Liang JT (2009) Rainfall-triggered debris flows following the Wenchuan earthquake. B Eng Geol Environ 68(2):187–194CrossRef Tang C, Zhu J, Li WL, Liang JT (2009) Rainfall-triggered debris flows following the Wenchuan earthquake. B Eng Geol Environ 68(2):187–194CrossRef
go back to reference Tang C, Zhu J, Ding J, Cui XF, Chen L, Zhang JS (2011) Catastrophic debris flows triggered by a 14 August 2010 rainfall at the epicenter of the Wenchuan earthquake. Landslides 8(4):485–497CrossRef Tang C, Zhu J, Ding J, Cui XF, Chen L, Zhang JS (2011) Catastrophic debris flows triggered by a 14 August 2010 rainfall at the epicenter of the Wenchuan earthquake. Landslides 8(4):485–497CrossRef
go back to reference Tang H, Hu X, Xu C, Li C, Yong R, Wang L (2014) A novel approach for determining landslide pushing force based on landslide-pile interactions. Eng Geol 182:15–24CrossRef Tang H, Hu X, Xu C, Li C, Yong R, Wang L (2014) A novel approach for determining landslide pushing force based on landslide-pile interactions. Eng Geol 182:15–24CrossRef
go back to reference Terzis A, Anandarajah A, Moore K, Wang IJ (2006) Slip surface localization in wireless sensor networks for landslide prediction. IPSN 06, 5th international conference on Information processing in sensor networks, Nashville, Tennessee, USA, April 19-21, 2006. ACM New York, NY, pp 109–116 Terzis A, Anandarajah A, Moore K, Wang IJ (2006) Slip surface localization in wireless sensor networks for landslide prediction. IPSN 06, 5th international conference on Information processing in sensor networks, Nashville, Tennessee, USA, April 19-21, 2006. ACM New York, NY, pp 109–116
go back to reference Tubaishat M, Madria SK (2003) Sensor networks: an overview. IEEE Potentials 22(2):20–23CrossRef Tubaishat M, Madria SK (2003) Sensor networks: an overview. IEEE Potentials 22(2):20–23CrossRef
go back to reference Verdone R, Dardari D, Mazzini G, Conti A (2010) Wireless sensor and actuator networks: technologies, analysis and design. Elsevier, London Verdone R, Dardari D, Mazzini G, Conti A (2010) Wireless sensor and actuator networks: technologies, analysis and design. Elsevier, London
go back to reference Wang KL, Lin ML (2011) Initiation and displacement of landslide induced by earthquake—a study of shaking table model slope test. Eng Geol 122(1):106–114CrossRef Wang KL, Lin ML (2011) Initiation and displacement of landslide induced by earthquake—a study of shaking table model slope test. Eng Geol 122(1):106–114CrossRef
go back to reference Wang BJ, Li K, Shi B, Wei GQ (2009) Test on application of distributed fiber optic sensing technique into soil slope monitoring. Landslides 6(1):61–68CrossRef Wang BJ, Li K, Shi B, Wei GQ (2009) Test on application of distributed fiber optic sensing technique into soil slope monitoring. Landslides 6(1):61–68CrossRef
go back to reference Yao Y, Gehrke J (2002) The cougar approach to in-network query processing in sensor networks. Sigmod Record 31(3):9–18CrossRef Yao Y, Gehrke J (2002) The cougar approach to in-network query processing in sensor networks. Sigmod Record 31(3):9–18CrossRef
go back to reference Yick J, Mukherjee B, Ghosal D (2008) Wireless sensor network survey. Comput Netw 52(12):2292–2330CrossRef Yick J, Mukherjee B, Ghosal D (2008) Wireless sensor network survey. Comput Netw 52(12):2292–2330CrossRef
go back to reference Yin YP, Wang FW, Sun P (2009) Landslide hazards triggered by the 2008 Wenchuan earthquake, Sichuan China. Landslides 6(2):139–152CrossRef Yin YP, Wang FW, Sun P (2009) Landslide hazards triggered by the 2008 Wenchuan earthquake, Sichuan China. Landslides 6(2):139–152CrossRef
go back to reference Yin Y, Wang H, Gao Y, Li X (2010) Real-time monitoring and early warning of landslides at relocated Wushan Town, the Three Gorges Reservoir, China. Landslides 7:339–349CrossRef Yin Y, Wang H, Gao Y, Li X (2010) Real-time monitoring and early warning of landslides at relocated Wushan Town, the Three Gorges Reservoir, China. Landslides 7:339–349CrossRef
Metadata
Title
Model test study on monitoring dynamic process of slope failure through spatial sensor network
Authors
Ping Lu
Hangbin Wu
Gang Qiao
Weiyue Li
Marco Scaioni
Tiantian Feng
Shijie Liu
Wen Chen
Nan Li
Chun Liu
Xiaohua Tong
Yang Hong
Rongxing Li
Publication date
01-08-2015
Publisher
Springer Berlin Heidelberg
Published in
Environmental Earth Sciences / Issue 4/2015
Print ISSN: 1866-6280
Electronic ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-015-4369-8

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