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

被引:2
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
  • [51] Plan curvature and landslide probability in regions dominated by earth flows and earth slides
    Ohlmacher, Gregory C.
    [J]. ENGINEERING GEOLOGY, 2007, 91 (2-4) : 117 - 134
  • [52] Landslides triggered by the 8 October 2005 Kashmir earthquake
    Owen, Lewis A.
    Kamp, Ulrich
    Khattak, Ghazanfar A.
    Harp, Edwin L.
    Keefer, David K.
    Bauer, Mark A.
    [J]. GEOMORPHOLOGY, 2008, 94 (1-2) : 1 - 9
  • [53] Landslide susceptibility mapping using frequency ratio, analytic hierarchy process, logistic regression, and artificial neural network methods at the Inje area, Korea
    Park, Soyoung
    Choi, Chuluong
    Kim, Byungwoo
    Kim, Jinsoo
    [J]. ENVIRONMENTAL EARTH SCIENCES, 2013, 68 (05) : 1443 - 1464
  • [54] Patil AS., 2021, Disaster Advances, V14, P44, DOI [10.25303/1411da4456, DOI 10.25303/1411DA4456]
  • [55] Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran
    Pourghasemi, Hamid Reza
    Pradhan, Biswajeet
    Gokceoglu, Candan
    [J]. NATURAL HAZARDS, 2012, 63 (02) : 965 - 996
  • [56] Evaluation of a combined spatial multi-criteria evaluation model and deterministic model for landslide susceptibility mapping
    Pradhan, A. M. S.
    Kim, Y. T.
    [J]. CATENA, 2016, 140 : 125 - 139
  • [57] Remote Sensing and GIS-based Landslide Susceptibility Analysis and its Cross-validation in Three Test Areas Using a Frequency Ratio Model
    Pradhan, Biswajeet
    Lee, Baro
    Buchroithner, Manfred F.
    [J]. PHOTOGRAMMETRIE FERNERKUNDUNG GEOINFORMATION, 2010, (01): : 17 - 32
  • [58] A review of statistically-based landslide susceptibility models
    Reichenbach, Paola
    Rossi, Mauro
    Malamud, Bruce D.
    Mihir, Monika
    Guzzetti, Fausto
    [J]. EARTH-SCIENCE REVIEWS, 2018, 180 : 60 - 91
  • [59] Landslide susceptibility mapping using knowledge driven statistical models in Darjeeling District, West Bengal, India
    Roy, Jagabandhu
    Saha, Sunil
    [J]. GEOENVIRONMENTAL DISASTERS, 2019, 6 (01)
  • [60] THE ANALYTIC HIERARCHY PROCESS - WHAT IT IS AND HOW IT IS USED
    SAATY, RW
    [J]. MATHEMATICAL MODELLING, 1987, 9 (3-5): : 161 - 176