Skip to main content

Different Methods to Produce Distributed Soil Thickness Maps and Their Impact on the Reliability of Shallow Landslide Modeling at Catchment Scale

  • Chapter
  • First Online:

Abstract

In this paper we made a comparison between various methods to enter soil thickness as a spatial variable in a deterministic basin scale slope stability simulator. We used a slope stability model that couples a simplified solution of Richards infiltration equation and an infinite slope model with soil suction effect. Soil thickness was entered in the stability modelling using spatially variable maps obtained with four state-of-art methods: linear correlation with elevation; linear correlation with slope gradient; exponential correlation with slope gradient; a more complex geomorphologically indexed model (GIST model). Soil thickness maps and the derivate Factor of Safety (FS) maps were validated. Results confirmed that FS is very sensitive to soil thickness and showed that the same slope stability model can be highly sensitive or highly specific depending on the input soil thickness data. The uncertainty in the FS calculation can be reduced by applying more precise soil thickness input data: mean error of soil thickness maps is closely related to the sensitivity or specificity of the FS computation, while the overall performance of the stability simulation depends on mean absolute error and skewness of the frequency distribution of the errors of soil thickness maps. Despite the fact that slope-based methods are the most used in literature to derive soil thickness, in our application they returned poor results. Conversely, the use of the GIST model improved the performance of the stability model.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  • Begueria S (2006) Validation and evaluation of predictive models in hazard assessment and risk management. Nat Hazards 37:315–329

    Article  Google Scholar 

  • Blesius L, Weirich F (2009) The use of high-resolution satellite imagery for deriving geotechnical parameters applied to landslide susceptibility. ISPRS Hannover Workshop 2009, Hannover, 2–5 June 2009

    Google Scholar 

  • Casadei M, Dietrich WE, Miller NL (2003) Testing a model for predicting the timing and location of shallow landslide initiation in soil-mantled landscapes. Earth Surf Proc Land 28(9):925–950

    Article  Google Scholar 

  • Catani F, Segoni S, Falorni G (2010) An empirical geomorphology-based approach to the spatial prediction of soil thickness at catchment scale. Water Resour Res 46:W05508. doi:10.1029/2008WR007450

    Article  Google Scholar 

  • De Rose RC (1996) Relationships between slope morphology, regolith depth, and the incidence of shallow landslides in eastern Taranaki hill country. Zeitschrift fur Geomorphologie Supplementband 105:49–60

    Google Scholar 

  • Gessler PE, Chadwick OA, Chamran F, Althouse L, Holmes K (2000) Modeling soil-landscape and ecosystem properties using terrain attributes. Soil Sci Soc Am J 64:2046–2056

    Article  Google Scholar 

  • Godt JW, Baum RL, Savage WZ, Salciarini D, Schulz WH, Harp EL (2008) Transient deterministic shallow landslide modeling: requirements for susceptibility and hazard assessments in a GIS framework. Eng Geol 102(3–4):214–226

    Article  Google Scholar 

  • Johnson KA, Sitar N (1990) Hydrologic conditions leading to debris-flow initiation. Can Geotech J 27:789–801

    Article  Google Scholar 

  • Khazai B, Sitar N (2000) Assessment of seismic slope stability using GIS modeling. Geogr Inform Sci 6(2):121–128

    Google Scholar 

  • Menardi-Noguera A (1988) Structural evolution of a brianc¸onnais cover nappe, the Caprauna-Armetta unit (Ligurian Alps, Italy). J Struct Geol 10:625–637

    Article  Google Scholar 

  • Mercogliano P, Schiano P, Picarelli L, Olivares L, Catani F, Tofani V, Segoni S, Rossi G (2010) Short term weather forecasting for shallow for landslide prediction. In: Proceedings of the “Mountain risks: bringing science to society” final conference, Florence, 24–26 Nov 2010

    Google Scholar 

  • Mercogliano P, Schiano P, Sikorski B, Tofani V, Catani F, Segoni S, Casagli N, Rossi G, Damiano E, Picarelli L, Olivares L, Comegna L (2011) Short term weather forecasting for prediction of shallow landslides. In: Proceedings of the 2nd world landslide forum, Rome, 3–9 Oct 2011

    Google Scholar 

  • Merizzi G, Seno S (1991) Deformation and gravity-driven translation of the S. Remo-M. Saccarello nappe (helminthoid flysch, Ligurian Alps). Boll Soc Geol Ital 110:757–770

    Google Scholar 

  • Pelletier JD, Rasmussen C (2009) Geomorphically based predictive mapping of soil thickness in upland watersheds. Water Resour Res 45:W09417. doi:10.1029/2008WR007319

    Article  Google Scholar 

  • Revellino P, Guadagno FM, Hungr O (2008) Morphological methods and dynamic modelling in landslide hazard assessment of the Campania Apennine carbonate slope. Landslides 5:59–70

    Article  Google Scholar 

  • Sagri M (1984) Litologia, stratimetria e sedimentologia delle torbiditi di piana di bacino del flysch di San Remo (cretaceo superiore, Liguria occidentale). Mem Soc Geol Ital 28:577–586

    Google Scholar 

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

    Article  Google Scholar 

  • Saulnier GM, Beven K, Obled C (1997) Including spatially variable effective soil depths in TOPMODEL. J Hydrol 202:158–172

    Article  Google Scholar 

  • Savage WZ, Godt JW, Baum RL (2004) Modelling time-dependent areal slope stability. In: Lacerda WA, Erlich M, Fontoura SAB, Sayao ASF (eds) Landslides: evaluation and stabilisation. Proceedings of the 9th international symposium on landslides. A.A. Balkema, London, pp 23–36

    Google Scholar 

  • Segoni S (2008) Elaborazione ed applicazioni di un modello per la previsione dello spessore delle coperture superficiali. Unpublished Ph.D. thesis. Universita’ degli Studi di Firenze, Department of Earth Sciences, Florence

    Google Scholar 

  • Segoni S, Catani F (submitted 2011) General definition and site specific applications of the Geomorphologically Indexed Soil Thickness (GIST) model. Geomorphology

    Google Scholar 

  • Segoni S, Leoni L, Benedetti AI, Catani F, Righini G, Falorni G, Gabellani S, Rudari R, Silvestro F, Rebora N (2009) Towards a definition of a real-time forecasting network for rainfall induced shallow landslides. Nat Hazards Earth Syst Sci 9:2119–2133

    Article  Google Scholar 

  • Segoni S, Rossi G, Catani F (2011) Improving basin scale shallow landslide modelling using reliable soil thickness maps. Nat Hazards. doi:10.1007/s11069-011-9770-3

  • Tesfa TK, Tarboton DG, Chandler DG, McNamara JP (2009) Modelling soil depth from topographic and land cover attributes. Water Resour Res 45:W10438. doi:10.1029/2008WR007474

    Article  Google Scholar 

  • Van Asch TWJ, Buma J, Van Beek LPH (1999) A view on some hydrological triggering systems in landslides. Geomorphology 30(1):25–32

    Article  Google Scholar 

  • Wu W, Sidle RC (1995) A distributed slope stability model for steep forested basins. Water Resour Res 31(8):2097–2110

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Samuele Segoni .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Segoni, S., Martelloni, G., Catani, F. (2013). Different Methods to Produce Distributed Soil Thickness Maps and Their Impact on the Reliability of Shallow Landslide Modeling at Catchment Scale. In: Margottini, C., Canuti, P., Sassa, K. (eds) Landslide Science and Practice. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31310-3_18

Download citation

Publish with us

Policies and ethics