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

被引:0
作者
Iftikhar Hussain Beigh
Syed Kaiser Bukhari
机构
[1] National Institute of Technology,Department of Civil Engineering
来源
Applied Geomatics | 2024年 / 16卷
关键词
Analytic hierarchy process; Landslide susceptibility; Kashmir Himalaya; National Highway-1; Multicriteria Decision Analysis; Geographic Information System;
D O I
暂无
中图分类号
学科分类号
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:18
相关论文
共 208 条
[1]  
Aleotti P(1999)Landslide hazard assessment: summary review and new perspectives Bull Eng Geol Env 58 21-44
[2]  
Chowdhury R(2016)Statistical graphics in action: making better sense of the ROC curve Int J Cardiol 215 9-10
[3]  
Althouse AD(2020)Suitable landfill site selection using GIS-based multi-criteria decision analysis and evaluation in Robe town Ethiopia GeoJournal 87 895-920
[4]  
Balew A(2021)A multi-temporal landslide inventory and hazard zonation using relative effect method along the Mughal Road Shopian, India Disaster Adv 14 42-548
[5]  
Alemu M(2012)Potential suitability for urban planning and industry development using natural hazard maps and geological–geomorphological parameters Environ Earth Sci 66 537-17
[6]  
Leul Y(2023)Landslide hazard zonation using Bivariate Frequency ratio method along National highway-1 from Baramulla-Uri Road stretch, North Kashmir Himalayas, India Disaster Adv 16 8-109
[7]  
Feye T(2014)A ninth-century earthquake-induced landslide and food in the Kashmir Valley and earthquake damage to Kashmir's Medieval temples Bull Earthq 12 79-1537
[8]  
Bashir S(2011)Landslide susceptibility analysis in the Hoa Binh province of Vietnam using statistical index and logistic regression Nat Hazards 59 1413-1508
[9]  
Ramkumar T(2020)Criteria Analysis of Food Safety using the Analytic Hierarchy Process (AHP) - A Case study of Thailand's Fresh Markets E3S Web Conf 141 02001-29
[10]  
Bathrellos GD(2014)Modeling accumulated volume of landslides using remote sensing and DTM data Remote Sens 6 1514-590