Application of the analytical hierarchy process (AHP) for flood susceptibility mapping using GIS techniques in lower reach of Keleghai River Basin, West Bengal, India

Nityananda Sar , P.K. Ryngnga , Dipak Kumar De
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Abstract

Flooding is one of the most devastating quasi-natural hazards in Southeast Asian monsoon region. The recent study aims to define the flood risk zones (FRZ) by using the multi criteria evaluation (MCE) method with the help of the Geographical Information System (GIS) of the lower Keleghai River Basin in West Bengal. For this purpose, post-monsoon multi-temporal Landsat-8 satellite imagery, topographical maps and Shuttle Radar Topography Mission (SRTM) Digital Elevation Model (DEM) data have been used to identify the severity level of the flood risk area. To perform this study, different thematic raster layers of nine flood-conditioning factors like elevation, slope, rainfall, geomorphology, drainage density, distance from the river, LULC, SPI and TWI integrated to prepare a flood-zoning map using Weighted Overlay Linear Sum Model (WLSM) in GIS environment. The method of training set and validation in different locations in the study area of existing flood and prepared flood-prone zone has been tested to validate the study. The results depicted that in general very low (0.00–0.25), moderate (0.50–0.25), high (0.75–0.50) and severe (1–0.75)) flood risk zones found in the study area and the proposed multi-criteria approach of spatial layers in GIS environs provides a better assessment of flood risk zone. The outcomes of the study guide in developing comprehensive flood management strategies for efficient management on a priority basis of present and future flood hazards in the area.

Abstract Image

基于GIS技术的层次分析法在印度西孟加拉邦克里格海河下游洪水易感度制图中的应用
洪水是东南亚季风区最具破坏性的准自然灾害之一。本文旨在利用地理信息系统(GIS),利用多准则评价(MCE)方法对西孟加拉邦克里格海下游流域进行洪水危险区(FRZ)的确定。为此,使用季风后多时相Landsat-8卫星图像、地形图和航天雷达地形任务(SRTM)数字高程模型(DEM)数据来确定洪水危险区的严重程度。在GIS环境下,利用加权叠加线性和模型(Weighted Overlay Linear Sum Model, WLSM),将高程、坡度、降雨量、地貌、排水密度、离河距离、LULC、SPI和TWI等9个洪水调节因子的不同主题栅格层进行整合,绘制洪水分区图。在研究区已有洪涝和准备洪涝易发区的不同位置对训练集和验证方法进行了测试,验证了研究的有效性。结果表明,研究区总体上存在极低(0.000 ~ 0.25)、中等(0.50 ~ 0.25)、高(0.75 ~ 0.50)和严重(1 ~ 0.75)洪水风险区,GIS环境空间分层多准则方法能较好地评价洪水风险区。该研究的结果可指导制定全面的洪水管理策略,以有效地优先管理该地区目前和未来的洪水灾害。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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