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Regional modeling of rainfall-induced landslides using TRIGRS model by incorporating plant cover effects: case study in Hulu Kelang, Malaysia

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Abstract

The objective of this paper is to develop a spatial temporal regional modeling of local rainfall patterns effect on the plant cover slopes in Hulu Kelang area. Rainfall interception, tree root cohesion, and tree surcharge were considered as main plant cover effects on the slope stability. In this regard, an improved version of the Transient Rainfall Infiltration and Grid-based Regional Slope stability model (TRIGRS) was performed using Microsoft Excel® and GIS framework system for coupled hydrological–mechanical modeling of rainfall-induced landslide by incorporating plant cover effects. The infiltration process of the improved model was integrated with the precipitation distribution method and rainfall interception approach while the slope stability analysis of TRIGRS model was replaced with the improved analysis with consideration of root cohesion and tree surcharge. In the following, the spatial temporal analysis of slope failures was performed using the monthly average rainfall during two different monsoon seasons of 2008 and 2009 for triggering shallow slope failure in Hulu Kelang area. The corresponding changes in pressure head and consequent water table depth were calculated during two monsoon seasons. Subsequently, factor of safety is computed using local rainfall patterns, along with root coefficient and tree surcharge in the study area. The results showed the plant-covered slopes are inducing an overestimation of the slope failure susceptibility using existing TRIGRS model, while the improved model resulted that less landslide susceptible areas were more representative of the actual stability conditions of the slopes at the study area.

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References

  • Ali F (2000) Unsaturated tropical residual soils and rainfall induced slopes in Malaysia. Asian Conf Unsatur Soils Singap 41(52):18–19

    Google Scholar 

  • Anderson MG, Burt TP (1978) The role of topography in controlling through flow generation. Earth Surf Process Landf 3:331–344

    Article  Google Scholar 

  • Bathurst JC, Bovolo CI, Cisneros F (2010) Modelling the effect of forest cover on shallow landslides at the river basin scale. Ecol Eng 36:317–327

    Article  Google Scholar 

  • Baum RL, Savage W, Godt JW (2002) TRIGRS—a Fortran program for transient rainfall infiltration and grid-based regional slope stability analysis, US Geological Survey Open-File Report 02-0424, 35 p

  • Baum RL, Savage W, Godt JW (2008) TRIGRS—a Fortran program for transient rainfall infiltration and grid-based regional slope-stability analysis, version 2.0. US Geological Survey Open-File Report 1159, 75 p

  • Baum RL, Godt JW, Savage WZ (2010) Estimating the timing and location of shallow rainfall-induced landslides using a model for transient, unsaturated infiltration. J Geophys Res 115(F03013):26. doi:10.1029/2009JF001321

    Google Scholar 

  • Beckschäfer P, Fehrmann L, Harrison RD, Xu J, Kleinn C (2014) Mapping leaf area index in subtropical upland ecosystems using rapid eye imagery and the random forest algorithm. iForest 7:1–11. http://www.sisef.it/iforest/contents/?id=ifor0968-006

    Article  Google Scholar 

  • Blight GE (1997) Origin and formation of residual soils. In: Blight (ed) Mechanics of residual soils, Chap 1. Balkema, Rotterdam, pp 1–15

  • Brunsdon C, McClatchey J, Unwin DJ (2001) Spatial variations in the average rainfall-altitude relationship in Great Britain: an approach using geographically weighted regression. Int J Climatol 21:455–466

    Article  Google Scholar 

  • Cancienne R, Fox GA, Simon A (2008) Influence of seepage undercutting on the root reinforcement of streambanks. Earth Surf Proc Land 33(11):1769–1786

    Article  Google Scholar 

  • Gerrits AMJ, Pfister L, Savenije HHG (2010) Spatial and temporal variability of canopy and forest floor interception in a beech forest. Hydrol Process 24:3011–3025

    Article  Google Scholar 

  • Giardina CP, Ryan MG, Binkley D (2003) Primary production and carbon allocation in relation to nutrient supply in a tropical experimental forest. Glob Change Biol 9:1438–1450

    Article  Google Scholar 

  • Godt JW, Schulz WH, Baum RL, Savage WZ (2008) Modeling rainfall conditions for shallow landsliding in Seattle, Washington. In: Baum RL, Godt JW, Highland LM (eds) Engineering geology and landslides of the Seattle, Washington, area, vol XX. Geological Society of America Reviews in Engineering Geology, Boulder, pp 137–152. doi:10.1130/2008.4020(08)

    Google Scholar 

  • Gray DH, Sotir RD (1996) Biotechnical and soil bioengineering slope stabilization: a practical guide for erosion control. Wiley, New York

    Google Scholar 

  • Haiden T, Pistotnik G (2009) Intensity-dependent parameterization of elevation effects in precipitation analysis. Adv Geosci 20:33–38

    Article  Google Scholar 

  • Hammond CJ, Prellwitz RW, Miller SM (1992) Landslide hazard assessment using Monte Carlo Simulation. In: Bell D (ed) Landslides. Proceedings of the 6th international symposium, February 10–14, Christchurch, New Zealand, Rotterdam, Netherlands. A.A. Balkema, Rotterdam, pp 959–964

  • Hoffman JR, Stout JR (2008) Performance-enhancing substances. In: Earle RW, Baechle TR (eds) Essentials of strength and conditioning, 3rd edn. Human Kinetics, Champaign, pp 179–200

    Google Scholar 

  • Isselin-Nondedeu F, Bedecarrats A (2007) Soil microtopographies shaped by plants and cattle facilitate seed bank formation on alpine ski trails. Ecol Eng 30:278–285

    Article  Google Scholar 

  • Iverson R (2000) Landslide triggering by rain infiltration. Water Resour 36:1897–1910

    Article  Google Scholar 

  • Kassim A, Gofar N, Lee ML, Rahardjo H (2012) Modeling of suction distributions in an unsaturated heterogeneous residual soil slope. Eng Geol 131–132:70–82

    Article  Google Scholar 

  • Koler TE (1998) Evaluating slope stability in forest uplands with deterministic and probabilistic models. Environ Eng Geosci 4(2):185–194

    Article  Google Scholar 

  • Lawrence PJ, Chase TN (2007) Representing a new MODIS consistent land surface in the Community Land Model (CLM3.0). J Geophys Res 112:G01023. doi:10.1029/2006JG000168

    Google Scholar 

  • Lee ML, Gofar N, Rahardjo H (2009) A simple model for preliminary evaluation of rainfall-induced slope instability. Eng Geol 108:272–285

    Article  Google Scholar 

  • Lee ML, Ng KY, Huang YF, Li WCh (2014) Rainfall-induced landslides in Hulu Kelang area, Malaysia. Nat Hazards. doi:10.1007/s11069-013-0814-8

    Google Scholar 

  • LI-COR (1991) LAI-2000 plant canopy analyzer operating manual. LI-COR Inc, Lincoln

    Google Scholar 

  • Lundquist JD, Minder JR, Neiman PJ, Sukovich E (2010) Relationships between barrier jet heights, orographic precipitation gradients, and streamflow in the northern Sierra Nevada. J Hydrometeorol 11(5):1141–1156

    Article  Google Scholar 

  • Montgomery DR, Dietrich WE (1994) A physically based model for the topographic control of shallow land sliding. Water Resour Res 30(4):1153–1171

    Article  Google Scholar 

  • Mukhlisin M, Idris I, Salazar AS, Nizam K, Taha MR (2010) GIS based landslide hazard mapping prediction in Ulu Klang, Malaysia. ITB Sci J 42A(2):63–178

    Google Scholar 

  • Osman N, Barakabah S (2006) Parameters to predict slope stability—soil water and root profiles. Ecol Eng 28(1):90–95

    Article  Google Scholar 

  • Pradhan B, Lee S (2010) Regional landslide susceptibility analysis using back propagation neural network model at Cameron Highland, Malaysia. Landslides 7:13–30

    Article  Google Scholar 

  • Propastin P, Kappas M (2008) Reducing uncertainty in modelling NDVI precipitation relationship: a comparative study using global and local regression techniques. GISci Remote Sens 45:1–25

    Article  Google Scholar 

  • Rahardjo H, Aung KK, Leong EG, Rezaur RB (2004) Characteristics of residual soils in Singapore as formed by weathering. Eng Geol 73:157–169

    Article  Google Scholar 

  • Rutter AJ, Kershaw KA, Robins PC, Morton AJ (1971) A predictive model of rainfall interception in forests, 1. Derivation of the model from observations in a plantation of Corsican pine. Agric Meteorol 9:367–384

    Article  Google Scholar 

  • Rutter AJ, Morton AJ, Robins PC (1975) A predictive model of rainfall interception in forests. II. Generalization of the model and comparison with observations in some coniferous and hardwood stands. J Appl Ecol 12:367–380

    Article  Google Scholar 

  • Saadatkhah N, Kassim A, Lee ML (2014a) Spatial patterns of precipitation, altitude and monsoon directions in Hulu Kelang area, Malaysia. EJGE 19C(45):521–534

    Google Scholar 

  • Saadatkhah N, Kassim A, Lee ML (2014b) Qualitative and quantitative landslide susceptibility assessments in Hulu Kelang area, Malaysia. EJGE 19C(47):545–563

    Google Scholar 

  • Saadatkhah N, Kassim A, Lee ML (2015a) Hulu Kelang, Malaysia regional mapping of rainfall-induced landslides using TRIGRS model. Arab J Geosci. doi:10.1007/s12517-014-1410-2

    Google Scholar 

  • Saadatkhah N, Kassim A, Lee ML (2015b) Spatiotemporal regional modeling of rainfall-induced slope failure in Hulu Kelang, Malaysia. Environ Earth Sci. doi:10.1007/s12665-014-4002-2

    Google Scholar 

  • Salciarini D, Godt JW, Savage WZ, Conversini R, Baum RL, Michael JA (2006) Modeling regional initiation of rainfall-induced shallow landslides in the eastern Umbria Region of central Italy. Landslides 3:181–194

    Article  Google Scholar 

  • Sasi KV, Sampath S, Vinayak PK, Harikumar R (2007) Rainfall intensity characteristics at coastal and high altitude stations in Kerala. Earth Syst Sci 116(5):451–463

    Article  Google Scholar 

  • Savage WZ, Godt JW, Baum RL (2004) Modeling time-dependent areal slope stability. In: Lacerda WA, Ehrlich M, Fontoura SAB, Sayao ASF (eds) Landslides. Taylor and Francis Group, London, pp 23–36

    Google Scholar 

  • Schmidt KM, Roering JJ, Stock JD, Dietrich WE, Montgomery DR, Schaub T (2003) The variability of root cohesion as an influence on shallow landslide susceptibility in the Oregon Coast Range. Can Geotech J 40:237–253. doi:10.1139/T02-113

    Article  Google Scholar 

  • Sonnenberg R, Bransby MF, Hallett PD, Bengough AG, Mickovski SB, Davies MCR (2010) Centrifuge modelling of soil slopes reinforced with vegetation. Can Geotech J 47(12):1415–1430

    Article  Google Scholar 

  • Stokes A, Norris JE, van Beek LPH, Bogaard T, Cammeraat E, Mickovski SB, Jenner A, Di Iorio A, Fourcaud T (2008) How vegetation reinforces soil. Slope stability and erosion control: ecotechnological solutions. Springer, Berlin, pp 65–118

    Chapter  Google Scholar 

  • Tucker GE, Gasparini NM, Bras RL, Lancaster ST (1999) Overview of the CHILD model version 2.0. Final technical report, Part I-B, US Army Corps of Engineers Construction Engineering Research Laboratory (USACERL)

  • Unwin DJ (1996) GIS, spatial analysis and spatial statistics. Prog Hum Geogr 20:540–551

    Article  Google Scholar 

  • Wang K, Li Z, Cribb M (2006) Estimation of evaporative fraction from a combination of day and night land surface temperatures and NDVI: a new method to determine the Priestley-Taylor parameter. Remote Sens Environ 102:293–305

    Article  Google Scholar 

  • Wilkinson PL, Anderson MG, Lloyd DM (2002) An integrated hydrological model for rain-induced landslide prediction. Earth Surf Process Landf 27:1285–1297

    Article  Google Scholar 

  • Yalcin A (2008) GIS based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): comparison of results and confirmations. Catena 72:1–12

    Article  Google Scholar 

  • Yen CP (1972) Study on the root system form and distribution habit of the ligneous plants for soil conservation in Taiwan. J Chin Soil Water Conserv 3:179–204

    Google Scholar 

Download references

Acknowledgments

The authors acknowledge and appreciate the provision of rainfall and landslide data by the Geospatial Information Science Research Centre (GISRC), Ampang Jaya Municipal Council (MPAJ), the Slope Engineering Branch of Public Works Department Malaysia (PWD), and the Department of Irrigation and Drainage Malaysia (DID), without which this study would not have been possible.

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Correspondence to Nader Saadatkhah.

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Saadatkhah, N., Mansor, S., Kassim, A. et al. Regional modeling of rainfall-induced landslides using TRIGRS model by incorporating plant cover effects: case study in Hulu Kelang, Malaysia. Environ Earth Sci 75, 445 (2016). https://doi.org/10.1007/s12665-016-5326-x

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