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Erschienen in: Environmental Earth Sciences 21/2017

01.11.2017 | Original Article

Rainfall-triggered landslides in an unsaturated soil: a laboratory flume study

verfasst von: Mohammad Ahmadi-adli, Nejan Huvaj, Nabi Kartal Toker

Erschienen in: Environmental Earth Sciences | Ausgabe 21/2017

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Abstract

Extreme and/or prolonged rainfall events frequently cause landslides in many parts of the world. In this study, infiltration of rainfall into an unsaturated soil slope and triggering of landslides is studied through laboratory model (flume) tests, with the goal of obtaining the triggering rainfall intensity–duration (I–D) threshold. Flume tests with fine sand at two different relative densities (34 and 48%) and at slope angle of 56.5° are prepared, and rainfall (intensity in the range of 18 to 64 mm/h) is applied via a mist sprinkler system to trigger landslides. Soil water characteristic curve and hydraulic conductivity function of the fine sand are also presented. In flume tests, suction in the soil is measured with tensiometers, the progress of wetting front with time and deformations in the soil are also measured. Some of the findings of this study are: for the fine sand used in this study (a) the failure mechanism is infinite-slope type (mostly translational), and the failure surface is generally coincident with the wetting front or is in its vicinity, (b) the deformations leading to a landslide occurred abruptly, (c) both relatively high-intensity–short-duration rainfalls and relatively low-intensity–long duration rainfalls triggered landslides, (d) the shape of the I–D threshold is demonstrated to be a bilinear relation in log intensity–log duration plot, (e) below a certain rainfall intensity landslides are not triggered, (f) the effect of relative density of the soil on the I–D threshold is demonstrated by physical laboratory tests (as the relative density of the soil increases, the triggering rainfall intensity–duration threshold moves to larger rainfall events). The results of this study could be useful for accurate numerical modeling of rainfall-triggered landslides.

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Literatur
Zurück zum Zitat Acharya G, Cochrane TA, Davies T, Bowman E (2009) The influence of shallow landslides on sediment supply: a flume-based investigation. Eng Geol 109:161–169CrossRef Acharya G, Cochrane TA, Davies T, Bowman E (2009) The influence of shallow landslides on sediment supply: a flume-based investigation. Eng Geol 109:161–169CrossRef
Zurück zum Zitat Ahmadi-adli M (2014) Shallow landslides triggered by rainfall in unsaturated soils. Ph.D. thesis, Middle East Technical University, Civil Engineering Department Ahmadi-adli M (2014) Shallow landslides triggered by rainfall in unsaturated soils. Ph.D. thesis, Middle East Technical University, Civil Engineering Department
Zurück zum Zitat Aleotti P (2004) A warning system for rainfall-induced shallow failures. Eng Geol 73:247–265CrossRef Aleotti P (2004) A warning system for rainfall-induced shallow failures. Eng Geol 73:247–265CrossRef
Zurück zum Zitat Alonso EE, Gens A, Josa A (1990) A constitutive model for partially saturated soils. Geotechnique 40(3):405–430CrossRef Alonso EE, Gens A, Josa A (1990) A constitutive model for partially saturated soils. Geotechnique 40(3):405–430CrossRef
Zurück zum Zitat Askarinejad A (2013) Failure mechanism of unsaturated silty sand slopes triggered by rainfall. Ph.D. thesis, ETH Zurich Askarinejad A (2013) Failure mechanism of unsaturated silty sand slopes triggered by rainfall. Ph.D. thesis, ETH Zurich
Zurück zum Zitat Caine N (1980) The rainfall intensity–duration control of shallow landslides and debris flows. Phys Geogr 62(1/2):23–27 Caine N (1980) The rainfall intensity–duration control of shallow landslides and debris flows. Phys Geogr 62(1/2):23–27
Zurück zum Zitat Cannon SH, Ellen SD (1985) Rainfall conditions for abundant debris avalanches, San Francisco Bay region, California. Calif Geol 38:267–272 Cannon SH, Ellen SD (1985) Rainfall conditions for abundant debris avalanches, San Francisco Bay region, California. Calif Geol 38:267–272
Zurück zum Zitat Cannon SH, Gartner JE (2005) Wildfire-related debris flow from a hazards perspective. In: Jakob M, Hungr O (eds) Debris flow hazards and related phenomena. Springer, Berlin, pp 363–385CrossRef Cannon SH, Gartner JE (2005) Wildfire-related debris flow from a hazards perspective. In: Jakob M, Hungr O (eds) Debris flow hazards and related phenomena. Springer, Berlin, pp 363–385CrossRef
Zurück zum Zitat Chen Z, Wang J (2007) Landslide hazard mapping using logistic regression model in Mackenzie Valley. Can Nat Hazards 42(1):75–89CrossRef Chen Z, Wang J (2007) Landslide hazard mapping using logistic regression model in Mackenzie Valley. Can Nat Hazards 42(1):75–89CrossRef
Zurück zum Zitat Clarizia M, Gullà G, Sorbino G (1996) Sui meccanismi di innesco dei soil slip. Int Conf Prev Hydrogeol Hazards Role Sci Res 1:585–597 (in Italian) Clarizia M, Gullà G, Sorbino G (1996) Sui meccanismi di innesco dei soil slip. Int Conf Prev Hydrogeol Hazards Role Sci Res 1:585–597 (in Italian)
Zurück zum Zitat Crosta G, Frattini P (2001) Rainfall thresholds for triggering soil slips and debris flow. In: Mugnai A, Guzzetti F, Roth G (eds) Proceedings of the 2nd EGS plinius conference on mediterranean storms, Siena, pp 463–487 Crosta G, Frattini P (2001) Rainfall thresholds for triggering soil slips and debris flow. In: Mugnai A, Guzzetti F, Roth G (eds) Proceedings of the 2nd EGS plinius conference on mediterranean storms, Siena, pp 463–487
Zurück zum Zitat Crosta G, Frattini P (2003) Distributed modelling of shallow landslides triggered by intense rainfall. Nat Hazards Earth Syst Sci 3:81–93CrossRef Crosta G, Frattini P (2003) Distributed modelling of shallow landslides triggered by intense rainfall. Nat Hazards Earth Syst Sci 3:81–93CrossRef
Zurück zum Zitat Damiano E (2004) Mechanisms of triggering mudslides in pyroclastic soils. Ph.D. thesis, Aversa, Second University of Napoli (in Italian) Damiano E (2004) Mechanisms of triggering mudslides in pyroclastic soils. Ph.D. thesis, Aversa, Second University of Napoli (in Italian)
Zurück zum Zitat Eichenberger J, Ferrari A, Laloui L (2013) Early warning thresholds for partially saturated slopes in volcanic ashes. Comput Geotech 49:79–89CrossRef Eichenberger J, Ferrari A, Laloui L (2013) Early warning thresholds for partially saturated slopes in volcanic ashes. Comput Geotech 49:79–89CrossRef
Zurück zum Zitat Fang H, Cui P, Pei LZ, Zhou XJ (2012) Model testing on rainfall-induced landslide of loose soil in Wenchuan earthquake region. Nat Hazards Earth Syst Sci 12:527–533CrossRef Fang H, Cui P, Pei LZ, Zhou XJ (2012) Model testing on rainfall-induced landslide of loose soil in Wenchuan earthquake region. Nat Hazards Earth Syst Sci 12:527–533CrossRef
Zurück zum Zitat Giannecchini R (2005) Rainfall triggering soil slips in the southern Apuane Alps (Tuscany, Italy). Adv in Geosci 2:21–24CrossRef Giannecchini R (2005) Rainfall triggering soil slips in the southern Apuane Alps (Tuscany, Italy). Adv in Geosci 2:21–24CrossRef
Zurück zum Zitat Godt JW, Baum RL, Lu N (2009) Landsliding in partially saturated materials. Geophys Res Lett 36(L02403):1–5 Godt JW, Baum RL, Lu N (2009) Landsliding in partially saturated materials. Geophys Res Lett 36(L02403):1–5
Zurück zum Zitat Guzzetti F, Peruccacci S, Rossi M, Stark CP (2007) Rainfall thresholds for the initiation of landslides in central and southern Europe. Meteorol Atmos Phys 98(3–4):239–267CrossRef Guzzetti F, Peruccacci S, Rossi M, Stark CP (2007) Rainfall thresholds for the initiation of landslides in central and southern Europe. Meteorol Atmos Phys 98(3–4):239–267CrossRef
Zurück zum Zitat Guzzetti F, Peruccacci S, Rossi M, Stark CP (2008) The rainfall intensity–duration control of shallow landslides and debris flows: an update. Landslides 5:3–17CrossRef Guzzetti F, Peruccacci S, Rossi M, Stark CP (2008) The rainfall intensity–duration control of shallow landslides and debris flows: an update. Landslides 5:3–17CrossRef
Zurück zum Zitat Hong Y, Adler R, Huffman G (2006) Evaluation of the potential of NASA multi-satellite precipitation analysis in global landslide hazard assessment. Geophys Res Lett 33:L22402. doi:10.1029/2006GL028010 CrossRef Hong Y, Adler R, Huffman G (2006) Evaluation of the potential of NASA multi-satellite precipitation analysis in global landslide hazard assessment. Geophys Res Lett 33:L22402. doi:10.​1029/​2006GL028010 CrossRef
Zurück zum Zitat Huang C-C, Yuin S-C (2010) Experimental investigation of rainfall criteria for shallow slope failures. Geomorphology 120:326–338CrossRef Huang C-C, Yuin S-C (2010) Experimental investigation of rainfall criteria for shallow slope failures. Geomorphology 120:326–338CrossRef
Zurück zum Zitat Iverson RM, Reid ME, La Husen RG (1997) Debris-flow mobilization from landslides 1. Annu Rev Earth Planet Sci 25(1):85–138CrossRef Iverson RM, Reid ME, La Husen RG (1997) Debris-flow mobilization from landslides 1. Annu Rev Earth Planet Sci 25(1):85–138CrossRef
Zurück zum Zitat Jibson RW (1989) Debris flow in southern Porto Rico. Geol Soc Am Spec Pap 236:29–55 Jibson RW (1989) Debris flow in southern Porto Rico. Geol Soc Am Spec Pap 236:29–55
Zurück zum Zitat Lourenco S, Sassa K, Fukuoka H (2006) Failure process and hydrologic response of a two layer physical model: implications for rainfall-induced landslides. Geomorphology 73:115–130CrossRef Lourenco S, Sassa K, Fukuoka H (2006) Failure process and hydrologic response of a two layer physical model: implications for rainfall-induced landslides. Geomorphology 73:115–130CrossRef
Zurück zum Zitat Lu N, Godt JW (2013) Hillslope hydrology and stability. Cambridge University Press, CambridgeCrossRef Lu N, Godt JW (2013) Hillslope hydrology and stability. Cambridge University Press, CambridgeCrossRef
Zurück zum Zitat Lu N, Sener-Kaya B, Wayllace A, Godt JW (2012) Analysis of rainfall-induced slope instability using a field of local factor of safety. Water Resour Res 48:W09524 Lu N, Sener-Kaya B, Wayllace A, Godt JW (2012) Analysis of rainfall-induced slope instability using a field of local factor of safety. Water Resour Res 48:W09524
Zurück zum Zitat Ma T, Li C, Lu Z, Bao Q (2015) Rainfall intensity–duration thresholds for the initiation of landslides in Zhejiang Province, China. Geomorphology 245:193–206CrossRef Ma T, Li C, Lu Z, Bao Q (2015) Rainfall intensity–duration thresholds for the initiation of landslides in Zhejiang Province, China. Geomorphology 245:193–206CrossRef
Zurück zum Zitat Montgomery DR, Dietrich WE, Torres R (1997) Hydrologic response of a steep, unchanneled valley to natural and applied rainfall. Water Resour Res 33(1):91–109CrossRef Montgomery DR, Dietrich WE, Torres R (1997) Hydrologic response of a steep, unchanneled valley to natural and applied rainfall. Water Resour Res 33(1):91–109CrossRef
Zurück zum Zitat Montrasio L, Valentino R (2007) Experimental analysis and modelling of shallow landslides. Landslides 4(3):291–296CrossRef Montrasio L, Valentino R (2007) Experimental analysis and modelling of shallow landslides. Landslides 4(3):291–296CrossRef
Zurück zum Zitat 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 1:277–288CrossRef 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 1:277–288CrossRef
Zurück zum Zitat Nadim F, Cepeda F, Sandersen F, Jaedicke C, Heyerdahl H (2009) Prediction of rainfall-induced landslides through empirical and numerical models. In: Proceedings of IWL—the first Italian workshop on landslides, Naples, 8/10 June 2009, vol 1, pp 206–215 Nadim F, Cepeda F, Sandersen F, Jaedicke C, Heyerdahl H (2009) Prediction of rainfall-induced landslides through empirical and numerical models. In: Proceedings of IWL—the first Italian workshop on landslides, Naples, 8/10 June 2009, vol 1, pp 206–215
Zurück zum Zitat Okada Y (2014) Changes in shear strain and subsurface flow prior to rainfall-induced landslide in 15 flume experiments. In: Sassa K, Canuti P, Yin Y (eds) Landslide science for a safer geoenvironment. Springer, Cham, pp 81–86CrossRef Okada Y (2014) Changes in shear strain and subsurface flow prior to rainfall-induced landslide in 15 flume experiments. In: Sassa K, Canuti P, Yin Y (eds) Landslide science for a safer geoenvironment. Springer, Cham, pp 81–86CrossRef
Zurück zum Zitat Okura Y, Kitahara H, Ochiai H, Sammori T, Kawanami A (2002) Landslide fluidization process by flume experiments. Eng Geol 66:65–78CrossRef Okura Y, Kitahara H, Ochiai H, Sammori T, Kawanami A (2002) Landslide fluidization process by flume experiments. Eng Geol 66:65–78CrossRef
Zurück zum Zitat Olivares L, Damiano E, Greco R, Zeni L, Picarelli L, Minardo A, Guida A, Bernini R (2009) An instrumented flume to investigate the mechanics of rainfall-induced landslides in unsaturated granular soils. Geotech Test J 32(2):1–11 Olivares L, Damiano E, Greco R, Zeni L, Picarelli L, Minardo A, Guida A, Bernini R (2009) An instrumented flume to investigate the mechanics of rainfall-induced landslides in unsaturated granular soils. Geotech Test J 32(2):1–11
Zurück zum Zitat Orense RP, Shimoma S, Maeda K, Towhata I (2004) Instrumented model slope failure due to water seepage. J Nat Disaster Sci 26:15–26CrossRef Orense RP, Shimoma S, Maeda K, Towhata I (2004) Instrumented model slope failure due to water seepage. J Nat Disaster Sci 26:15–26CrossRef
Zurück zum Zitat Picarelli L, Olivares L, Damiano E (2006) Discussion to “evaluation of landslide triggering mechanisms in model fill slopes” by W.A. Take, M.D. Bolton, P.C.P. Wong, and F.J. Yeung [Landslides 1(3):173–184, October 2004] and “A fluidized landslide on a natural slope by artificial rainfall” by H. Ochiai, Y. Okada, G. Furuya, Y. Okura, T. Matsui, T. Sammori, T. Terajima, and K. Sassa [Landslides 1(3):211–219 (October 2004)]. Landslides 3(3):269–272CrossRef Picarelli L, Olivares L, Damiano E (2006) Discussion to “evaluation of landslide triggering mechanisms in model fill slopes” by W.A. Take, M.D. Bolton, P.C.P. Wong, and F.J. Yeung [Landslides 1(3):173–184, October 2004] and “A fluidized landslide on a natural slope by artificial rainfall” by H. Ochiai, Y. Okada, G. Furuya, Y. Okura, T. Matsui, T. Sammori, T. Terajima, and K. Sassa [Landslides 1(3):211–219 (October 2004)]. Landslides 3(3):269–272CrossRef
Zurück zum Zitat Rahardjo H, Leong EC, Rezaur RB (2008) Effect of antecedent rainfall on pore water pressure distribution characteristics in residual soil slopes under tropical rainfall. Hydrol Processes 22:506–523CrossRef Rahardjo H, Leong EC, Rezaur RB (2008) Effect of antecedent rainfall on pore water pressure distribution characteristics in residual soil slopes under tropical rainfall. Hydrol Processes 22:506–523CrossRef
Zurück zum Zitat Rahimi A, Rahardjo H, Leong E-C (2011) Effect of antecedent rainfall patterns on rainfall-induced slope failure. J Geotech Geoenviron Eng 137(5):483–491CrossRef Rahimi A, Rahardjo H, Leong E-C (2011) Effect of antecedent rainfall patterns on rainfall-induced slope failure. J Geotech Geoenviron Eng 137(5):483–491CrossRef
Zurück zum Zitat Reichenbach P, Cardinali M, De Vita P, Guzzetti F (1998) Regional hydrological thresholds for landslides and floods in the Tiber River Basin (central Italy). Environ Geol 35(2):146–159CrossRef Reichenbach P, Cardinali M, De Vita P, Guzzetti F (1998) Regional hydrological thresholds for landslides and floods in the Tiber River Basin (central Italy). Environ Geol 35(2):146–159CrossRef
Zurück zum Zitat Richards LA (1931) Capillary conduction of liquids through porous mediums. Physics 1(5):318–333CrossRef Richards LA (1931) Capillary conduction of liquids through porous mediums. Physics 1(5):318–333CrossRef
Zurück zum Zitat Rossi M, Guzzetti F, Reichenbach P, Mondini AC, Peruccacci S (2010) Optimal landslide susceptibility zonation based on multiple forecasts. Geomorphology 114:129–142CrossRef Rossi M, Guzzetti F, Reichenbach P, Mondini AC, Peruccacci S (2010) Optimal landslide susceptibility zonation based on multiple forecasts. Geomorphology 114:129–142CrossRef
Zurück zum Zitat Schnellmann R, Busslinger M, Schneider HR, Rahardjo H (2010) Effect of rising water table in an unsaturated slope. Eng Geol 114:71–83CrossRef Schnellmann R, Busslinger M, Schneider HR, Rahardjo H (2010) Effect of rising water table in an unsaturated slope. Eng Geol 114:71–83CrossRef
Zurück zum Zitat Springman SM, Thielen A, Kienzler P, Friedel S (2013) A long-term field study for the investigation of rainfall-induced landslides. Geotechnique 63(14):1177–1193CrossRef Springman SM, Thielen A, Kienzler P, Friedel S (2013) A long-term field study for the investigation of rainfall-induced landslides. Geotechnique 63(14):1177–1193CrossRef
Zurück zum Zitat Take WA, Bolton MD, Wong PC, Yeung FJ (2004) Evaluation of landslide triggering mechanisms in model fill slopes. Landslides 3(1):173–184CrossRef Take WA, Bolton MD, Wong PC, Yeung FJ (2004) Evaluation of landslide triggering mechanisms in model fill slopes. Landslides 3(1):173–184CrossRef
Zurück zum Zitat Tohari A, Nishigaki M, Komatsu M (2007) Laboratory rainfall-induced slope failure with moisture content measurement. J Geotech Geoenviron Eng 133(5):575–587CrossRef Tohari A, Nishigaki M, Komatsu M (2007) Laboratory rainfall-induced slope failure with moisture content measurement. J Geotech Geoenviron Eng 133(5):575–587CrossRef
Zurück zum Zitat Toll DG, Lourenco SDN, Mendes J, Gallipoli D, Evans FD, Augarde CE, Cui YJ, Tang AM, Rojas JC, Pagano L, Mancuso C, Zingariello C, Tarantino A (2011) Soil suction monitoring for landslides and slopes. Q J Eng Geol Hydrogeol 44(1):23–33CrossRef Toll DG, Lourenco SDN, Mendes J, Gallipoli D, Evans FD, Augarde CE, Cui YJ, Tang AM, Rojas JC, Pagano L, Mancuso C, Zingariello C, Tarantino A (2011) Soil suction monitoring for landslides and slopes. Q J Eng Geol Hydrogeol 44(1):23–33CrossRef
Zurück zum Zitat Van Westen CJ (2007) Mapping landslides: recent developments in the use of digital information. In: Proceedings of the first North American conference on landslides, Vail, pp 221–238 Van Westen CJ (2007) Mapping landslides: recent developments in the use of digital information. In: Proceedings of the first North American conference on landslides, Vail, pp 221–238
Zurück zum Zitat Vennari C, Gariano SL, Antronico L, Brunetti MT, Iovine G, Peruccacci S, Terranova O, Guzzetti F (2014) Rainfall thresholds for shallow landslide occurrence in Calabria, southern Italy. Nat Hazards Earth Syst Sci 14:317–330CrossRef Vennari C, Gariano SL, Antronico L, Brunetti MT, Iovine G, Peruccacci S, Terranova O, Guzzetti F (2014) Rainfall thresholds for shallow landslide occurrence in Calabria, southern Italy. Nat Hazards Earth Syst Sci 14:317–330CrossRef
Zurück zum Zitat Wang G, Sassa K (2001) Factors affecting rainfall-induced flowslides in laboratory fume tests. Geotechnique 51(7):587–599CrossRef Wang G, Sassa K (2001) Factors affecting rainfall-induced flowslides in laboratory fume tests. Geotechnique 51(7):587–599CrossRef
Zurück zum Zitat Wang G, Sassa K (2003) Pore-pressure generation and movement of rainfall-induced landslides: effects of grain size and fine-particle content. Eng Geol 69:109–125CrossRef Wang G, Sassa K (2003) Pore-pressure generation and movement of rainfall-induced landslides: effects of grain size and fine-particle content. Eng Geol 69:109–125CrossRef
Zurück zum Zitat Wieczorek GF (1987) Effect of rainfall intensity and duration on debris flows in central Santa Cruz Mountains. In: Costa JE, Wieczorek GF (eds) Debris flow/avalanches: process, recognition, and mitigation. Reviews in Engineering Geology, vol 7. Geological Society of America, Boulder, pp 93–104CrossRef Wieczorek GF (1987) Effect of rainfall intensity and duration on debris flows in central Santa Cruz Mountains. In: Costa JE, Wieczorek GF (eds) Debris flow/avalanches: process, recognition, and mitigation. Reviews in Engineering Geology, vol 7. Geological Society of America, Boulder, pp 93–104CrossRef
Zurück zum Zitat Wu LZ, Huang RQ, Xu Q, Zhang LM, Li HL (2015) Analysis of physical testing of rainfall-induced soil slope failures. Environ Earth Sci 73:8519–8531CrossRef Wu LZ, Huang RQ, Xu Q, Zhang LM, Li HL (2015) Analysis of physical testing of rainfall-induced soil slope failures. Environ Earth Sci 73:8519–8531CrossRef
Zurück zum Zitat Zhou J, Li YX, Jia MC, Li CN (2013) Numerical simulation of failure behavior of granular debris flows based on flume model tests. Sci World J 2013:10. doi:10.1155/2013/603130 Zhou J, Li YX, Jia MC, Li CN (2013) Numerical simulation of failure behavior of granular debris flows based on flume model tests. Sci World J 2013:10. doi:10.​1155/​2013/​603130
Metadaten
Titel
Rainfall-triggered landslides in an unsaturated soil: a laboratory flume study
verfasst von
Mohammad Ahmadi-adli
Nejan Huvaj
Nabi Kartal Toker
Publikationsdatum
01.11.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 21/2017
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-017-7049-z

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