GIS based landslide susceptibility mapping using a fuzzy logic approach: A case study from Ghurmi-Dhad Khola area, Eastern Nepal

作者: Prabin Kayastha , Subeg Man Bijukchhen , Megh Raj Dhital , Florimond De Smedt

DOI: 10.1007/S12594-013-0147-Y

关键词:

摘要: Landslides cause extensive loss of life and property in the Nepal Himalaya. Since late 1980s, different mathematical models have been developed applied for landslide susceptibility mapping hazard assessment Nepal. The main goal this paper is to apply fuzzy logic Ghurmi-Dhad Khola area, Eastern Seven causative factors are considered: slope angle, aspect, distance from drainage, land use, geology, faults folds, soil rock type. Likelihood ratios obtained each class by comparison with past occurrences. normalized between zero one obtain membership values. Further, operators generate maps. Comparison inventory map reveals that gamma operator a γ-value 0.60 yields best prediction accuracy. Consequently, used produce final zonation map.

参考文章(39)
Raj Hari Sharma, Narendra Man Shakya, Rain induced shallow landslide hazard assessment for ungauged catchments Hydrogeology Journal. ,vol. 16, pp. 871- 877 ,(2008) , 10.1007/S10040-008-0310-5
Natural Disaster Hotspots: Case Studies Natural disaster hotspots: case studies.. pp. 1- ,(2006) , 10.1596/978-0-8213-6333-1
Yoshihide Ohta, Chikara Akiba, Geology of the Nepal Himalayas Himalayan Committee of Hokkaido University. ,(1973)
G. Acharya, F. De Smedt, N. T. Long, Assessing landslide hazard in GIS: a case study from Rasuwa, Nepal Bulletin of Engineering Geology and the Environment. ,vol. 65, pp. 99- 107 ,(2006) , 10.1007/S10064-005-0025-Y
R. P. Singh, C. S. Dubey, S. K. Singh, D. P. Shukla, B. K. Mishra, M. Tajbakhsh, P. S. Ningthoujam, M. Sharma, N. Singh, A new slope mass rating in mountainous terrain, Jammu and Kashmir Himalayas: application of geophysical technique in slope stability studies Landslides. ,vol. 10, pp. 255- 265 ,(2013) , 10.1007/S10346-012-0323-Y
Saro Lee, Kyo-Young Song, Hyun-Joo Oh, Jaewon Choi, Detection of landslides using web-based aerial photographs and landslide susceptibility mapping using geospatial analysis International Journal of Remote Sensing. ,vol. 33, pp. 4937- 4966 ,(2012) , 10.1080/01431161.2011.649862
Chandra Shekhar Dubey, Manoj Chaudhry, Braj Kishore Sharma, Arvind Chandra Pandey, Bhoop Singh, Visualization of 3-D digital elevation model for landslide assessment and prediction in mountainous terrain: A case study of Chandmari landslide, Sikkim, eastern Himalayas Geosciences Journal. ,vol. 9, pp. 363- 373 ,(2005) , 10.1007/BF02910325
Biswajeet Pradhan, Saro Lee, Manfred F. Buchroithner, Use of geospatial data and fuzzy algebraic operators to landslide-hazard mapping Applied Geomatics. ,vol. 1, pp. 3- 15 ,(2009) , 10.1007/S12518-009-0001-5
P. K. Champati ray, Suvarna Dimri, R. C. Lakhera, Santosh Sati, Fuzzy-based method for landslide hazard assessment in active seismic zone of Himalaya Landslides. ,vol. 4, pp. 101- 111 ,(2007) , 10.1007/S10346-006-0068-6