印度喜马偕尔邦索兰部分地区滑坡易感性区划确定性因子与层次分析法的比较分析

IF 1 Q3 GEOGRAPHY Quaestiones Geographicae Pub Date : 2023-06-22 DOI:10.14746/quageo-2023-0020
Adil Ahmad Magray, Kanwarpreet Singh, Swati Sharma
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引用次数: 0

摘要

摘要印度喜马偕尔邦是山体滑坡最重要的热点地区之一;坎达哈特是喜马偕尔邦索兰区的一个具有宗教和旅游重要性的县,经常发生山体滑坡,导致道路堵塞。在本研究中,层次分析法(AHP)和确定性因子(CF)技术构成了基于地理信息系统(GIS)的滑坡易感性模型的一部分,用于编制坎达哈特地区的滑坡易感性地图,作为初步步骤,从Bhukosh数据目录中编制了214个活滑坡的清单。滑坡清单在谷歌地球平台上进行了交叉验证。研究区域考虑了大约九个滑坡成因因素(坡度、曲率、坡向、土壤、降雨、土地利用-土地覆盖、岩性、排水密度和线理密度),在此背景下,编制了相应的专题图,并依次用于编制最终的滑坡易发性图。基于上述两种技术,根据主题图在研究区域的突出程度和动态过程,对主题图进行加权。使用曲线下面积(AUC)评估了每种方法的模型性能,AHP和CF的准确率分别为81%和85.6%。喜马拉雅地形极易发生山体滑坡,本研究概述了喜马拉雅重要城镇之一的山体滑坡脆弱性特征,并根据边坡变形敏感性对其进行分类;该程序有助于将注意力集中在需要划分为高至极高滑坡易发区的区域。
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Comparative Analysis of Certainty Factor and Analytic Hierarchy Process for Landslide Susceptibility Zonation in Parts of Solan, Himachal Pradesh, India
Abstract The state of Himachal Pradesh in India is one of the most important hotspots when it comes to landslides; and Kandaghat, a tehsil in the Solan district of Himachal Pradesh having religious and tourism importance, is substantially affected by frequent landslides causing road blocking. In the present study, the analytic hierarchy process (AHP) and certainty factor (CF) techniques, which form part of the geographic information system (GIS)-based landslide susceptibility models, were used to prepare a landslide susceptibility map for the Kandaghat region, for which, as a preliminary step, an inventory of 214 live landslides was prepared from the Bhukosh data directory. The landslide inventory was cross-verified on the Google Earth platform. About nine landslide causative factors (slope, curvature, aspect, soil, rainfall, land use–land cover, lithology, drainage density and lineament density) were considered for the study area, and against the backdrop of these, the corresponding thematic maps were prepared and used in turn for the preparation of the final landslide susceptibility map. Based on the two mentioned techniques, the thematic maps were assigned weights according to their prominence and dynamic processes in the study area. The model performance for each method was evaluated using the area under the curve (AUC), and the accuracies for the AHP and CF were ascertained as, respectively, 81% and 85.6%. The Himalayan terrains are significantly prone to landslides, and this study outlines the characteristics of one of the important Himalayan towns in terms of vulnerability for landslides, together with providing its classification in terms of slope deformation susceptibility; this procedure can help direct attention towards areas needing to be classified under high to very high landslide susceptibility zones.
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来源期刊
CiteScore
2.00
自引率
10.00%
发文量
0
审稿时长
12 weeks
期刊介绍: Quaestiones Geographicae was established in 1974 as an annual journal of the Institute of Geography, Adam Mickiewicz University, Poznań, Poland. Its founder and first editor was Professor Stefan Kozarski. Initially the scope of the journal covered issues in both physical and socio-economic geography; since 1982, exclusively physical geography. In 2006 there appeared the idea of a return to the original conception of the journal, although in a somewhat modified organisational form. Quaestiones Geographicae publishes research results of wide interest in the following fields: •physical geography, •economic and human geography, •spatial management and planning,
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