Skip to main content
Log in

Evaluation and comparison of GIS based landslide susceptibility mapping procedures in Kulekhani watershed, Nepal

  • Research Article
  • Published:
Journal of the Geological Society of India

Abstract

The goal of this paper is to evaluate and compare the consistency of GIS-based heuristic and bivariate landslide susceptibility mapping techniques in the Himalayan region, taking the Kulekhani watershed of central Nepal as an example. For this purpose, a heuristic and two statistical bivariate landslide susceptibility mapping methods are applied, and three separate landslide susceptibility zonation maps are produced. The maps are compared using three approaches: landslide density analysis, success rate analysis, and agreed area analysis. A comparison of the values obtained from landslide density analysis and the curves of success rate analysis indicate that the two bivariate methods produce almost identical results, whereas the map produced with the heuristic method differs significantly from the others. On the other hand, the agreed area analysis highlights significant spatial differences in the maps obtained from the three methods. Although the three approaches evaluate the consistency of susceptibility maps, only the agreed area analysis is capable of spatially comparing them. Hence, this approach proves to be more suitable for spatially and quantitatively evaluating the consistency of various landslide susceptibility zonation maps.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Acharya, G., De Smedt, F. and Long, N.T. (2006) Assessing landslide hazard in GIS: a case study from Rasuwa, Nepal. Bull. Engg. Geol. Environ., v.65(1), pp.99–107.

    Article  Google Scholar 

  • Anbalagan, R. (1992) Landslide hazard evaluation and zonation mapping in mountainous terrain. Engg. Geol., v.32, pp.269–277.

    Article  Google Scholar 

  • Barredo, J.I., Benavides, A., Hervàs, J. and Van Westen, C.J. (2000) Comparing heuristic landslide hazard assessment techniques using GIS in the Tirajana basin, Gran Canaria Island, Spain. Internat. Jour. Appld. Earth Observation and Geoinformation, v.2(1), pp.9–23.

    Article  Google Scholar 

  • Caine, N. and Mool, P.K. (1982) Landslides in Kholpu-Khola drainage, Middle Mountains, Nepal. Mountain Research and Development, v.2(2), pp.157–173.

    Article  Google Scholar 

  • Chauhan, S., Sharma, M. and Arora, M.K. (2010) Landslide susceptibility zonation of the Chamoli region, Garhwal Himalayas, using logistic regression model. Landslides, v.7, pp.411–423.

    Article  Google Scholar 

  • Chung, C.F. and Fabbri, A.G. (1999) Probabilistic prediction models for landslide hazard mapping. Photogrammetric Engineering & Remote Sensing, v.65(12), pp.1389–1399.

    Google Scholar 

  • Dahal, R.K. and Hasegawa, S. (2008) Representative rainfall thresholds for landslides in the Nepal Himalaya. Geomorphology, v.100, pp.429–443.

    Article  Google Scholar 

  • Dahal, R.K., Hasegawa, S., Nonomura, A., Yamanaka, M., Dhakal, S. and Paudyal Pradeep (2008a) Predictive modelling of rainfall-induced landslide hazard in the Lesser Himalaya of Nepal based on weights-of-evidence. Geomorphology, v.102, pp.496–510.

    Article  Google Scholar 

  • Dahal, R.K., Hasegawa, S., Nonomura, A., Yamanaka, M. and Dhakal, S. (2008b) DEM-based deterministic landslide hazard analysis in the Lesser Himalaya of Nepal. Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, v.2(3), pp.161–178.

    Article  Google Scholar 

  • Dangol, V. and Ulak, P.D. (2002) Landslide hazard mapping in Nepal: case studies from Lothar Khola (central Nepal) and Syangja district (western Nepal). Jour. Nepal Geol. Soc., v.26, pp.99–108.

    Google Scholar 

  • Deoja, B.B., Dhital, M.R., Thapa, B. and Wagner, A. (1991) Mountain risk engineering handbook. International Centre for Integrated Mountain Development (ICIMOD), Kathmandu, Nepal, 875p.

    Google Scholar 

  • Dhakal, A.S., Amada, T. and Aniya M. (1999) Landslide hazard mapping and the application of GIS in the Kulekhani watershed Nepal. Mountain Res. Develop., v.19(1): pp.3–16.

    Article  Google Scholar 

  • Dhar, M.S. and Dhital, M.R. (2004) Application of Morishita Spread Index in the study of landslides from the Kulekhani watershed, central Nepal. Jour. Nepal Geol. Soc., v.30, pp.123–126.

    Google Scholar 

  • Dhital, M.R. (2005) Landslide investigation and mitigation in Himalayas: focus on Nepal. Proc International Symposium Landslide Hazard in Orogenic Zone from the Himalaya to Island Arc in Asia, 25–26 September, Kathmandu, Nepal, pp.1–15.

    Google Scholar 

  • Dhital, M.R., Khanal, N. and Thapa, K.B. (1993) The role of extreme weather events, mass movements, and land-use changes in increasing natural hazards. Workshop Proceedings: Causes of the Recent Damage Incurred in South-Central Nepal, July 19–21. ICIMOD, 123p.

    Google Scholar 

  • Dhital, M.R., Shrestha, R., Ghimire, M., Shrestha, G.B. and Tripathi, D. (2005) Hydrological hazard mapping in Rupandehi district, west Nepal. Jour. Nepal Geol. Soc., v.31, pp.59–60.

    Google Scholar 

  • Galang, J.S. (2004) A comparison of GIS approaches to slope instability zonation in the central Blue Ridge Mountains of Virginia. M. Sc. Thesis, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA, 99 pp. (Unpubld.).

    Google Scholar 

  • Ghimire, M. (2001) Geo-hydrological hazard and risk zonation of Banganga watershed using GIS and remote sensing. Jour. Nepal Geol. Soc., v.23, pp.99–110.

    Google Scholar 

  • Gupta, R.P., Kanungo, D.P., Arora, M.K. and Sarkar, S. (2008) Approaches for comparative evaluation of raster GIS-based landslide susceptibility zonation maps. Internat. Jour. Appld. Earth Observation and Geoinformation, v.10, pp.330–341.

    Article  Google Scholar 

  • Joshi, J., Majtan, S., Morita, K. and Omura, H. (2000) Landslide hazard mapping in the Nallu Khola watershed, Central Nepal. Jour. Nepal Geol. Soc., v.21, pp.21–28.

    Google Scholar 

  • Kayastha, P. and De Smedt, F. (2009) Regional slope instability zonation using GIS technique in Dhading, Central Nepal. In: J.P. Malet, A. Remaître and T. Boggard (Eds.), Landslide Processes: From Geomorphologic Mapping to Dynamic Modelling, CERG, France, pp.303–309.

    Google Scholar 

  • Koirala, M.P. and Adhikary, P.C. (2007) Landslide hazard mapping in the Tinpiple-Banchare Danda area, central Nepal. Bull. Nepal Geol. Soc., v.24, pp.8–48.

    Google Scholar 

  • Lee, S. (2004) Application of likelihood ratio and logistic regression models to landslide susceptibility mapping using GIS. Environ. Management, v.34(2), pp.223–232.

    Article  Google Scholar 

  • Lee, S. and Talib, J.A. (2005) Probabilistic landslide susceptibility and factor effect analysis. Environ. Geol., v.47, pp.982–990.

    Article  Google Scholar 

  • Lee, S. and Pradhan, B. (2007) Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models. Landslides, v.4, pp.33–41.

    Article  Google Scholar 

  • Nagarajan, R., Roy, A., Vinod Kumar, R., Mukherjee, A. and Khire, M.V. (2000) Landslide hazard susceptibility mapping based on terrain and climatic factors for tropical monsoon regions. Bull. Engg. Geol. Environ., v.58, pp.275–287.

    Article  Google Scholar 

  • Nippon Koei and Ina Corporation (1996) The study on the disaster prevention plan for severely affected areas by 1993 disaster in the Central Development Region of Nepal. Final report submitted to Japan International Cooperation Agency and Department of Soil Conservation, Nepal, 1-1 to 11-9 pp. with Appendix (Unpublished).

    Google Scholar 

  • Pantha, B.R., Yatabe, R. and Bhandary, N.P. (2010) GIS-based highway maintenance prioritization model: an integrated approach for highway maintenance in Nepal mountains. Jour. Transport Geography, v.18, pp.426–433.

    Article  Google Scholar 

  • Pathak, S. and Nilsen, B. (2004) Probabilistic rock slope stability analysis for Himalayan condition. Bull. Engg. Geol. Environ., v.63, pp.25–32.

    Article  Google Scholar 

  • Paudyal, P. and Dhital, M.R. (2005) Landslide hazard and risk zonation of Thankot — Chalnakhel area, central Nepal. Jour. Nepal Geol. Soc., v.31, pp.43–50.

    Google Scholar 

  • Poudyal, C.P., Chang, C., Oh, H. and Lee, S. (2010) Landslide susceptibility maps comparing frequency ratio and artificial neural networks: a case study from the Nepal Himalaya. Environ. Earth Sci., v.61, pp.1049–1064.

    Article  Google Scholar 

  • Ray, R.L. and De Smedt, F. (2009) Slope stability analysis on a regional scale using GIS: a case study from Dhading, Nepal. Environ. Geol., v.57, pp.1603–1611.

    Article  Google Scholar 

  • Regmi, M. (2002) Geology of Khulekhani Watershed in Central Nepal with special reference to Landslides and weathering. Unpublished M.Sc. Thesis submitted to the Central Department of Geology, Tribhuvan University, Kirtipur, Kathmandu, Nepal, 92p.

    Google Scholar 

  • Saha, A.K., Gupta, R.P. and Arora, M.K. (2002) GIS-based Landslide Hazard Zonation in the Bhagirathi (Ganga) Valley, Himalayas. Internat. Jour. Remote Sensing, v.23(2), pp.357–369.

    Article  Google Scholar 

  • Sarkar, S. and Kanungo, D.P. (2004) An integrated approach for landslide susceptibility mapping using remote sensing and GIS. Photogrammetric Engineering and Remote Sensing, v.70(5), pp.617–625.

    Google Scholar 

  • Sharma, R.H. and Shakya, N.M. (2008) Rain induced shallow landslide hazard assessment for ungauged catchments. Hydrogeology Jour., v.16, pp.871–877.

    Article  Google Scholar 

  • Shiwakoti, D.R. (2000) An assessment of soil loss and natural hazards in Nepal. Jour. Nepal Geol. Soc., v.21, pp.41–48.

    Google Scholar 

  • Sikrikar, S.M., Rimal, L.N. and Jäger, S. (1998) Landslide hazard mapping of Phewa lake catchment area, Pokhara, central west Nepal. Jour. Nepal Geol. Soc., v.18, pp.335–341.

    Google Scholar 

  • Stöcklin, J. (1980) Geology of Nepal and its regional frame. Jour. Geol. Soc. London, v.137, pp.1–34.

    Article  Google Scholar 

  • Stöcklin, J. and Bhattarai, K.D. (1977) Geology of Kathmandu Area and Central Mahabharat Range, Nepal Himalaya. HMG/UNDP Mineral Exploration Project, Technical Report, New York: 64 (Unpublished).

    Google Scholar 

  • Süzen, M.L. and Doyuran, V. (2004a) A comparison of the GIS based landslide susceptibility assessment methods: multivariate versus bivariate. Environ. Geol., v.45, pp.665–679.

    Article  Google Scholar 

  • Süzen, M.L. and Doyuran, V. (2004b) Data driven bivariate landslide susceptibility assessment using geographical information systems: a method and application to Asarsuyu catchment, Turkey. Engg. Geol., v.71, pp.303–321.

    Article  Google Scholar 

  • Thapa, P.B. and Dhital, M.R. (2000) Landslide and debris flows of 19–21 July 1993 in the Agra Khola Watershed of Central Nepal. Jour. Nepal Geol. Soc., v.21, pp.5–20.

    Google Scholar 

  • Van Westen, C. (1997) Statistical landslide hazard analysis. ILWIS 2.1 for Windows application guide. ITC Publication, Enschede, pp.73–84.

    Google Scholar 

  • Van Westen, C.J., Rengers, N. and Soeters, R. (2003) Use of Geomorphological Information in Indirect Landslide Susceptibility Assessment. Natural Hazards, v.30, pp.399–419.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Prabin Kayastha.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kayastha, P., Dhital, M.R. & De Smedt, F. Evaluation and comparison of GIS based landslide susceptibility mapping procedures in Kulekhani watershed, Nepal. J Geol Soc India 81, 219–231 (2013). https://doi.org/10.1007/s12594-013-0025-7

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12594-013-0025-7

Keywords

Navigation