Comparative Evaluation of GIS Based Landslide Hazard Zonation Maps Using Different Approaches
DOI:
https://doi.org/10.1007/s12594-019-1247-0Keywords:
No keywordsAbstract
Natural hazards like landslides in lesser Himalayan region of district Kullu (HP) India, owe to its typical geomorphic setting, variations in relief, precipitation during monsoon, thick forest cover, presence of glacier and glacial lakes along the higher reaches and various anthropogenic activities. Landslide locations, types and factor influencing the slope details are collected through the field visits and past record of landslides were used for development of inventory. Ancillary data are used for generation of different thematic layers (aspect, drainage density, geology, land cover, lineament density, relief, slope, and soil). Weight of evidence (WOE), information value(IV) and frequency ratio (FR) methods are used for generation of landslide hazard zonation (LHZ) maps which were classified into four zones namely high, moderate, low and very low. Validation and comparison of these hazard maps was done through the successive rate curve method which showed almost similar results, this proved the accuracy of these methods for generation of LHZ maps (WOE 80.01%, IV81.54% and frequency ratio 83.21%).Downloads
Metrics
Issue
Section
Downloads
Published
How to Cite
References
Aleotti, P. and Chowdhury, R. (1999) Landslide Hazard Assessment: Summary Review and New Perspectives. Bull. Engg. Geol. Environ., v.58(1), pp.21-44.
Anbalagan, R. and Singh, B. (1996) Landslide Hazard and Risk Assessment Mapping of Mountainous Terrains- A Case Study from Kumaun Himalaya, India. Engg. Geol., v.43, pp.237-246.
Anbalagan, R., Chakraborty, D. and Kohli, A. (2008) Landslide hazard zonation [LHZ] mapping on meso-scale for systematic planning in mountainous terrain. Jour. Scientific & Industrial Res., v.67, pp.486-497.
Banshtu, R.S. and Versain, Laxmi D. (2015) An inventory study on Landslide Hazard Zonation of Kullu Valley of Central Himalayan zone, Himachal Pradesh, India. Internat. Conf. Food Nutrition and Civil Engg., Dubai (UAE).
Bonham-Carter, G. F. (1994) Geographic Information Systems for Geoscientists: Modelling with GIS. Pergamon, Oxford.
Burrard, S.G. and Hayden, H.H. (1933) A sketch of the geography and geology of the Himalaya mountains and Tibet. Second edition. Geological Survey of India.
Census (2011) Ministry of home affairs, Govt. of India, http:// www.censusindia.gov.in/2011-common/ census_2011.html.
Chandel, V.B.S, Brar, K.K. and Chauhan, Y. (2011) R S and GIS Based Landslide Hazard Zonation of Mountainous Terrains A Study from Middle Himalayan Kullu District, Himachal. Internat. Jour. Geo-informatics and Geo-sciences, v.2, pp.121–132.
Choubey, V.D. and Litoria, P.K. (1990) Terrain Classification and Landslide Hazard Mapping in Kalsi-Chakratann Area [Garhwal Himalaya], India. ITC Jour., v.1, pp 65- 68.
Choubey, V.M., Mukherjee, P.K., Bajwa, B.S. and Walia, V. (2007). Geological and Tectonic Influence on Water–Soil–Radon Relationship in Mandi– Manali Area, Himachal Himalaya. Environ. Geol., v.52, pp.1163–1171.
Chung C.J.F. and Fabbri A.G. (2003) Validation of spatial prediction models for landslide hazard mapping. Nat. Hazards, v.30(3), pp.451–472. https://doi.org/10.1023/B:NHAZ.0000007172.62651.2b
Corominas J., Westen Van, Frattini C., Cascini, P., Malet P., Fotopoulou S., Catani F., Van M. , Eeckhaut Den Mavrouli O., Agliardi, F., Pitilakis K, Winter M.G. , Pastor M. , Ferlisi S. Tofani V., Hervás J. and Smith J.T. (2014) Recommendations for the quantitative analysis of landslide risk. Engg. Geol. Environ., v.73(2), pp.209 –263.
Dai, F.C. and Lee, C.F. (2002) Landslide Characteristics and Slope Instability Modeling using GIS, Lantau Island, Hong Kong. Geomorphology, v.42, pp. 213–238.
Foody, G.M., Campbell, N.A., Trodd, N.M., and Wood, T.F. (1992) Derivation and applications of probabilistic measures of class membership from the maximum likelihood classification. Photogrammetric Engineering and Remote Sensing, v.58, pp.1335-1341.
Frattini, P., Crosta, G. and Carrara, A. (2010) Techniques for evaluating the performance of landslide susceptibility models. Engg. Geol., v.111(1-4), pp.62–72. doi:10.1016/j.enggeo.2009.12.004.
Gupta, R.P. and Joshi, B.C. (1990) Landslide Hazard Zonation Using the GIS Approach- A Case Study from the Ramganga Catchment, Himalayas. Engg. Geol., v.28, pp.119-131. doi:10.1016/0013-7952(90)90037-2.
Guzetti, F., Mondini, A.C., Cardinali, M., Fiorucci, F., Santangelo, M. and Chang, K-T. (2012) Landslide inventory maps: New tools for an old problem. Earth Sciences. Revised, v.112, pp.42-66.
Hamza, T. and Raghuvanshi, T.K. (2016) GIS based landslide hazard evaluation and zonation – A case from Jeldu District, Central Ethiopia. Jour. King Saud Univ. Science, pp.151-165.
Jaiswal, P., van Westen, C.J. and Jetten, V. (2011b) Quantitative assessment of landslide hazard along transportation lines using historical records. Landslides, v.8(3), pp.279–291.
Guzzetti, F., Reichenbach, P., Ardizzone, M., Cardinali, M. and Galli, M. (2006) Estimating the quality of landslides susceptibility models. Geomorphology, v.81(1-2), pp.166–184. doi:10.1016/j.geomorph. 2006. 04. 007.
Kayastha, S.L. (1964) The Himalayan Beas Basin: A Study in Habitat, Economy and Society. Banaras Hindu University, Varanasi Press.
Lee Saro and Min Kyungduck (2001) Statistical analysis of landslide susceptibility at Yongin, Korea. Environ. Geol., pp.1095-1113.
Lin, M.L. and Tung, C.C. (2003) A GIS-Based Potential Analysis of the Landslides induced by the Chi-Chi Earthquake. Engg. Geol., v.71, pp.63– 77.
Mathew, J., Jha, V.K. and Rawat, G.S. (2007) Weights of Evidence Modelling for Landslide Hazard Zonation Mapping in Part of Bhagirathi valley, Uttarakhand. Curr. Sci., v.92(5), pp.628-638.
NATMO (2014) National Atlas and Thematic Mapping Organisation, Department of Science & Technology, Calcutta, India.
Pachauri, A.K. and Pant, M. (1992) Landslide Hazard Mapping Based on Geological Attributes. Engg. Geol., v.32, pp.81-100.
Prasad Abhay, Pandey S., Bindhy W., Leimgruber Walter and Kunwar Ripu M. (2016) Mountain hazard Susceptibility and livelihood security in the upper catchment area of the river Beas, Kullu Valley, Himachal Pradesh, India. Geo-environmental Disasters, pp-1-17.
Rawat, P. (2013) GIS modeling on mountain geodiversity and its hydrological resources; in view of climate change, Saarbrücken: Lambert Academic Publishing.
Richards, J.A. and Jia, X. (1999) Remote Sensing Digital Image Analysis: An Introduction. 3rd Edition, Springer-Verlag, Heidelberg, Germany.
Shankar, R. and Dua, K.J.S. (1978) On the Existence of a Tear Fault Along Upper Beas Valley, District Kulu, Himachal Pradesh, and its Bearing on the Thermal Activity. Himalayan Geol., v.8(1), pp.466-472.
Saaty, T.L. (1980) The Analytical Hierarchy Process: McGraw Hill, NY, 350p.
Sah, M.P. and Mazari, R.K. (2007) An Overview of the Geo-environmental Status of the Lahaul Valley, Himachal Pradesh, India. Jour. Mountain Sci., v.4(1), pp.3-23.
Saha, A.K., Gupta, R.P., Sarkar, I., Arora, M.K. and Csaplovics, E. (2005) An approach for GIS Based Statistical Landslide Susceptibility Zonation with a Case Study in the Himalayas. Landslides, v.2, pp.61-69.
Sharma, M. and Kumar, R. (2008) GIS-Based Landslide Hazard Zonation: A Case Study from the Parwanoo Area, Lesser and Outer Himalaya, H.P., India. Bull. Engg. Geol. Environ., v.67, pp.129-137.
Van Westen, C.J., Rengers, N., Terlien, M.T.J., Soeters, R. (1997) Prediction of the occurrence of slope instability phenomenal through GIS-based hazard zonation. Geologische Rundschau, v.86(2), pp.404-414
Van Westen, C.J., Van Duren, I., Kruse, H.M.G., Terlien, M.T.J. (1993) GISSIZ: training package for geographic information systems in slope instability zonation. ITC publ no. 15, vols. 1 and 2. ITC, Enschede, The Netherlands.
Van Westen, C.J. (2000) The Modeling of Landslide Hazards Using GIS. Geophysics, v.21, pp.241-255.
Van Westen C.J., Jaiswal Pankaj, Ghosh Saibal, Martha Tapas, R. and Sekhar L. Kuriakose (2006) Landslide Inventory, Hazard and Risk Assessment in India. In: B. Pradhan and M. Buchroithner (Eds.), Terrigenous Mass Movements, Springer-Verlag Berlin Heidelberg, DOI: 10.1007/978-3-64225495-6_9.
Yin, K.L. and Yan, T.Z. (1988) Statistical Prediction Model for Slope Instability of Metamorphosed Rocks. In: Bonnard, C. (Ed.), Proc. 5th Internat. Symp. on Landslides, v.2, pp.1269–1272.