Abstract
Landslides are recurring phenomena causing damages to private property, public facilities, and human lives. The need for an affordable instrumentation that can be used to provide an early warning of slope instability to enable the evacuation of vulnerable people, and timely repair and maintenance of critical infrastructure is self-evident. A new emerging technique that correlates soil moisture changes and deformations in slope surface by means of elastic wave propagation in soil was developed. This approach quantifies elastic wave propagation as wave velocity. To verify its applicability, a series of fixed and varied slope model tests, as well as a large scale model test, were conducted. Analysis of the results has established that the elastic wave velocity continuously decreases in response of moisture content and deformation, and there was a distinct surge in the decrease rate of wave velocity with failure initiation, soil deformation was thus envisaged to have more significant effect on elastic wave velocity than water content. It is proposed that a warning be issued at switch of wave velocity decrease rate. Based on these observations, expected operation of the elastic wave velocity monitoring system for landslide prediction in the field application is presented. Consequently, we conclude that the elastic wave velocity monitoring technique has the potential to contribute to landslide prediction.
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References
Anderson SA, Sitar N (1995) Analysis of rainfall-induced debris flows. J Geotech Eng 121(7):544–552. https://doi.org/10.1061/(ASCE)0733-9410(1995)121:7(544)
Baum LB, Godt JW (2010) Early warning of rainfall-induced shallow landslides and debris flows in the USA. Landslides 7(3):259–272. https://doi.org/10.1007/s10346-009-0177-0
Brand EW (1981) Some thoughts on rain-induced slope failures. Proc. of 10th International Conference on Soil Mechanics and Foundation Engineering. (3): 373–376
Cadman JD, Goodman RE (1967) Landslide noise. Science 158(3805):1182–1184. https://doi.org/10.1126/science.158.3805.1182
Cardarelli E, Cercato M, Donno GD (2014) Characterization of an earth-filled dam through the combined use of electrical resistivity tomography, P- and SH-wave seismic tomography and surface wave date. J Appl Geophys 106:87–95. https://doi.org/10.1016/j.jappgeo.2014.04.007
Chae BG, Kim MI (2012) Suggestion of a method for landslide early warning using the change in the volumetric water content gradient due to rainfall infiltration. Environ Earth Sci 66(7):1973–1986. https://doi.org/10.1007/s12665-011-1423-z
Chen YL (2016) Changes in elastic wave velocity in a slope due to water infiltration and deformation, PhD Thesis, University of Tokyo
Chen Y, Uchimura T, Irfan M, Huang D, Xie J (2017) Detection of water infiltration and deformation of unsaturated soils by elastic wave velocity. Landslides 14(5):1715–1730. https://doi.org/10.1007/s10346-017-0825-8
Chichibu A, Jo K, Nakamura M, GOTO T, Kamata M (1989) Acoustic emission characteristics of unstable slopes. J Acoust Emission 8(4):107–112
Dixon N, Spriggs M (2007) Quantification of slope displacement rates using acoustic emission monitoring. Can Geotech J 44(6):966–976. https://doi.org/10.1139/T07-046
Dixon N, Spriggs MP, Smith A, Meldrum P, Haslam E (2015a) Quantification of reactivated landslide behaviour using acoustic emission monitoring. Landslides 12(3):549–560. https://doi.org/10.1007/s10346-014-0491-z
Dixon N, Smith A, Spriggs MP, Ridley A, Meldrum P, Haslam E (2015b) Stability monitoring of a rail slope using acoustic emission. Proc Inst Civ Eng Geotech 168(5):373–384. https://doi.org/10.1680/jgeen.14.00152
Donohue S, Forristal D, Donohue LA (2013) Detection of soil compaction using seismic surface waves. Soil Tillage Res 128:54–60. https://doi.org/10.1016/j.still.2012.11.001
Farooq K, Orense R, Towhata I (2004) Response of unsaturated sandy soils under constant shear stress drained condition. Soils Found 44(2):1–13. https://doi.org/10.3208/sandf.44.2_1
Fukuzono T (1985) A new method for predicting the failure time of a slope. Proceedings of the IV International Conference and Field Workshop on Landslides, Tokyo, pp 145–150
Grohmann CH (2015) Effects of spatial resolution on slope and aspect derivation for regional-scale analysis. Comput Geosci 77:111–117. https://doi.org/10.1016/j.cageo.2015.02.003
Gu X, Yang J, Huang M (2013) Laboratory measurements of small strain properties of dry sands by bender element. Soils Found 53(5):735–745. https://doi.org/10.1016/j.sandf.2013.08.011
He H, Senetakis K (2016) A study of wave velocities and Poisson ratio of recycled concrete aggregate. Soils Found 56(4):593–607. https://doi.org/10.1016/j.sandf.2016.07.002
Irfan M, Uchimura T (2013) Effects of soil moisture on shear and dilatational wave velocities measured in laboratory triaxial tests. Proceedings: Fifth International Young Geotechnical Engineering Conference - 5iYGEC’13, Paris, France: 505–509
Irfan M, Uchimura T (2016) Development and performance evaluation of disk type piezoelectric transducer for measurement of shear and compression wave velocities in soil. J Earthq Eng 22(1):147–171. https://doi.org/10.1080/13632469.2016.1217800
Irfan M, Uchimura T, Chen YL (2017) Effects of soil deformation and saturation on elastic wave velocities in relation to prediction of rain-induced landslides. Eng Geol 230:84–94. https://doi.org/10.1016/j.enggeo.2017.09.024
Jaboyedoff M, Oppikofer T, Abellán A, Derron MH, Loye A, Metzger R, Pedrazzini A (2012) Use of LIDAR in landslide investigations: a review. Nat Hazards 61(1):5–28. https://doi.org/10.1007/s11069-010-9634-2
Jia GW, Zhan TLT, Chen YM, Fredlund DG (2009) Performance of a large-scale slope model subjected to rising and lowering water levels. Eng Geol 106(1–2):92–103. https://doi.org/10.1016/j.enggeo.2009.03.003
Kassab MA, Weller A (2011) Porosity estimation from compressional wave velocity: a study based on Egyptian sandstone formations. J Petrol Sci Eng 78:310–315
Keefer DK, Wilson RC, Mark RK, Brabb EE, Brown WM, Ellen SD, Harp EL, Wieczorek GF, Alger CS, Zatkin RS (1987) Real-time landslide warning during heavy rainfall. Science 238(4829):921–925. https://doi.org/10.1126/science.238.4829.921
Khalil MH, Hanafy SM (2008) Engineering applications of seismic refraction method: a field example at Wadi Wardan, Northeast Gulf of Suez, Sinai, Egypt. J Appl Geophys 65(3-4):132–141. https://doi.org/10.1016/j.jappgeo.2008.06.003
Klose M, Maurischat P, Damm B (2016) Landslide impacts in Germany: a historical and socioeconomic perspective. Landslides 13(1):183–199. https://doi.org/10.1007/s10346-015-0643-9
Koizumi Y, Inaba T, Yamamoto T (2016) Theoretical analysis and seismic investigation for TBM jamming in squeezing fissile slate. Tunn Undergr Space Technol 57:284–286. https://doi.org/10.1016/j.tust.2016.01.036
Lee S, Choi J, Woo I (2004) The effect of spatial resolution on the accuracy of landslide susceptibility mapping: a case study in Boun, Korea. Geosci J 8(1):51–60. https://doi.org/10.1007/BF02910278
Lu Z, Wilson GV (2012) Acoustic measurements of soil pipe flow and internal erosion. Soil Sci Soc Am J 76(3):853–866. https://doi.org/10.2136/sssaj2011.0308
Mainsant G, Jongmans D, Chambon G, Larose E, Baillet L (2012) Shear-wave velocity as an indicator for rheological changes in clay materials: lessons from laboratory experiments. Geophys Res Lett 39(19):L19301. https://doi.org/10.1029/2012GL053159
Nakajima I, Negishi M, Ujihira M, Tanabe T (1991) Application of the acoustic emission monitoring rod to landslide measurement. Acoustic Emission/Microseismic Activity in Geologic Structures and Materials: Proceedings of the 5th Conference, Trans Tech Publications, Du¨rnten, Switzerland: 1–15
Ochiai H, Okada Y, Furuya G, Okura Y, Matsui T, Sammori T, Terajima T, Sassa K (2004) A fluidized landslide on a natural slope by artificial rainfall. Landslides 1(3):211–219. https://doi.org/10.1007/s10346-004-0030-4
Orense RP (2004) Slope failures triggered by heavy rainfall. Philipp Eng J 25(2):73–90
Osanai N, Tomita Y, Akiyama K, Matsushita T (2009) Reality of cliff failure disaster. Tech Note National Inst Land Infrastruct Manag 530:69–74
Palamakumbure D, Flentje P, Stirling D (2015) Consideration of optimal pixel resolution in deriving landslide susceptibility zoning within the Sydney Basin, New South Wales, Australia. Comput Geosci 82:13–22. https://doi.org/10.1016/j.cageo.2015.05.002
Peng J, Wang G, Wang Q, Zhang F (2017) Shear wave velocity imaging of landslide debris deposited on an erodible bed and possible movement mechanism for a loess landslide in Jingyang, Xi’an, China. Landslides 14(4):1503–1512. https://doi.org/10.1007/s10346-017-0827-6
Petley D (2012) Global patterns of loss of life from landslides. Geology 40(10):927–930. https://doi.org/10.1130/G33217.1
Rouse C, Styles P, Wilson SA (1991) Microseismic emissions from flowslide-type movements in South Wales. Eng Geol 31(1):91–110. https://doi.org/10.1016/0013-7952(91)90059-T
Sahadewa A, Zekkos D, Woods RD, Stokoe KH (2015) Field testing method for evaluating the small-strain shear modulus and shear modulus nonlinearity of solid waste. Geotech Test J 38(4):20140016. https://doi.org/10.1520/GTJ20140016
Saito M (1965) Forecasting the time of occurrence of a slope failure. Proceedings of the 6th International Conference on Soil Mechanics and Foundation Engineering 2:537–541
Saito M (1987) On application of creep curves to forecast the time of slope failure-in answer to comments upon failure forecasting. J JPN Landslide Soc 24(1):30–38. https://doi.org/10.3313/jls1964.24.30
Senetakis K, Madhusudhan BN (2015) Dynamics of potential fill–backfill material at very small strains. Soils Found 55(5):1196–1210. https://doi.org/10.1016/j.sandf.2015.09.019
Smith A, Dixon N, Meldrum P, Haslam E, Chambers J (2014) Acoustic emission monitoring of a soil slope: comparisons with continuous deformation measurements. Geotech Lett 4(4):255–261. https://doi.org/10.1680/geolett.14.00053
Sorbino G, Nicotera MV (2012) Unsaturated soil mechanics in rainfall-induced flow landslides. Eng Geol 165:105–132
Suwal LP, Kuwano R (2013) Statically and dynamically measured Poisson’s ratio of granular soils on triaxial laboratory specimens. Geotech Test J 36(4):493–505
Tarolli P, Sofia G, Dalla Fontana G (2012) Geomorphic features extraction from high-resolution topography: landslide crowns and bank erosion. Nat Hazards 61(1):65–83. https://doi.org/10.1007/s11069-010-9695-2
Uchimura T, Towhata I, Lan Anh T, Fukuda J, Bautista CB, Wang L, Seko I, Uchida T, Matsuoka A, Ito Y, Onda Y, Iwagami S, Kim MS, Sakai N (2010) Simple monitoring method for precaution of landslides watching tilting and water contents on slopes surface. Landslides 7(3):351–357. https://doi.org/10.1007/s10346-009-0178-z
Uchimura T, Towhata I, Wang L, Nishie S, Yamaguchi H, Seko I, Qiao JP (2015) Precaution and early warning of surface failure of slopes using tilt sensors. Soils Found 55(5):1086–1099. https://doi.org/10.1016/j.sandf.2015.09.010
Wang HC, Pan JN, Wang S, Zhu HT (2015) Relationship between macro-fracture density, P-wave velocity, and permeability of coal. J Appl Geophys 117:111–117. https://doi.org/10.1016/j.jappgeo.2015.04.002
Wu LZ, Huang RQ, Xu Q, Zhang LM, Li HL (2015) Analysis of physical testing of rainfall-induced soil slope failures. Environ Earth Sci 73(12):8519–8531
Acknowledgements
This research was conducted as part of PhD studies of first author. The authors gratefully acknowledge the financial supports provided by Japan Society for the Promotion of Science (JSPS), the National Natural Science Foundation of China (Grant Nos. 51479097, 51279086, and 51323014), the State Key Laboratory of Hydroscience and Engineering (Grant No. 2016-KY-2), and the China Postdoctoral Science Foundation (Grant No. 2017M620048).
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Chen, Y., Irfan, M., Uchimura, T. et al. Elastic wave velocity monitoring as an emerging technique for rainfall-induced landslide prediction. Landslides 15, 1155–1172 (2018). https://doi.org/10.1007/s10346-017-0943-3
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DOI: https://doi.org/10.1007/s10346-017-0943-3