Landslide susceptibility assessment using GIS-based multicriteria decision analysis (MCDA) along a part of National Highway-1, Kashmir- Himalayas, India

被引:4
作者
Beigh, Iftikhar Hussain [1 ]
Bukhari, Syed Kaiser [1 ]
机构
[1] Natl Inst Technol, Dept Civil Engn, Srinagar 190006, India
关键词
Analytic hierarchy process; Landslide susceptibility; Kashmir Himalaya; National Highway-1; Multicriteria Decision Analysis; Geographic Information System; ANALYTICAL HIERARCHY PROCESS; PROCESS AHP; LOGISTIC-REGRESSION; FREQUENCY RATIO; REGION; PROVINCE; HAZARD; MODEL; PREDICTION; RESERVOIR;
D O I
10.1007/s12518-024-00559-6
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
The current study aims at GIS-based multicriteria decision analysis to generate a landslide-susceptible map from Baramulla to Uri Road segment along NH-1, Kashmir Himalaya, India. The landslide causative factors examined to generate our AHP matrix are slope gradient, elevation, slope aspect, curvature, distance to drainage, distance to roads, distance to lineaments, geology, land use/land cover, and Rainfall. The study mapped and identified the active landslides along NH-1 through extensive field investigations and other secondary data sources. The landslide events were dominated by rockfall and debris slides. Based on their importance in landslide occurrences, the thematic layers were given relative relevance scores using Saaty's scale. Besides, the Analytic Hierarchy Process was employed to normalize the relative weights and attributes of the various thematic layers. In addition, all thematic data layers were combined using a weighted linear approach to generate the landslide susceptibility map. Furthermore, the resultant landslide susceptibility map was classed into five categories viz., very high (24.18%), high (30.24%), medium (28.61%), low (15.28%), and very low (1.69%). The study reveals that 54.42% of the area falls under the high and very high susceptible zones. Likewise, 78.9% of overall model accuracy of final landslide susceptible zonation map was computed using the area under curve method. Moreover, this study would aid infrastructural, geo-environmental, and landslide hazard planning in the studied region.
引用
收藏
页码:451 / 469
页数:19
相关论文
共 82 条
[71]   Earthquake triggered landslide-Indian scenario [J].
Singh, Harbans ;
Som, S. K. .
JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA, 2016, 87 (01) :105-111
[72]   Hazard assessment of landslide disaster using information value method and analytical hierarchy process in highly tectonic Chamba region in bosom of Himalaya [J].
Singh, Kanwarpreet ;
Kumar, Virender .
JOURNAL OF MOUNTAIN SCIENCE, 2018, 15 (04) :808-824
[73]   Investigation of Landslide at Sangaldan Near Tunnel-47, on Katra- Qazigund Railway Track, Jammu and Kashmir [J].
Singh, Yudhbir ;
Sharma, Vinay ;
Pandita, S. K. ;
Bhat, G. M. ;
Thakur, K. K. ;
Kotwal, Sham S. .
JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA, 2014, 84 (06) :686-692
[74]   Rapid prediction of the magnitude scale of landslide events triggered by an earthquake [J].
Tanyas, Hakan ;
van Westen, Cees J. ;
Persello, Claudio ;
Alvioli, Massimiliano .
LANDSLIDES, 2019, 16 (04) :661-676
[75]  
Thakur V.C., 1992, Geologic map of Western Himalaya
[76]   Evaluation of landslide hazard and its impacts on hilly environment of the Nilgiris District - a geospatial approach [J].
Thennavan, Edison ;
Ganapathy, Ganapathy Pattukandan .
GEOENVIRONMENTAL DISASTERS, 2020, 7 (01)
[77]   Effects of raster resolution on landslide susceptibility mapping: A case study of Shenzhen [J].
Tian Yuan ;
Xiao ChenChao ;
Liu Yu ;
Wu Lun .
SCIENCE IN CHINA SERIES E-TECHNOLOGICAL SCIENCES, 2008, 51 (Suppl 2) :188-198
[78]  
Varnes DJ., 1978, SPEC REP, V176, P1133
[79]   Application of projection pursuit model to landslide risk classification assessment [J].
Xie, Xianjian ;
Wei, Fangqiang ;
Zhang, Ji ;
Shi, Yongguo ;
Han, Guangzhong ;
Hu, Xuehua .
Diqiu Kexue - Zhongguo Dizhi Daxue Xuebao/Earth Science - Journal of China University of Geosciences, 2015, 40 (09) :1598-1606
[80]   A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey [J].
Yalcin, A. ;
Reis, S. ;
Aydinoglu, A. C. ;
Yomralioglu, T. .
CATENA, 2011, 85 (03) :274-287