Application of AHP Method for Mapping Slope Geomorphic Phenomena

A. Grozavu, Cristian Valeriu Patriche, F. Mihai
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引用次数: 6

Abstract

Landslides are common and frequent geomorphic phenomena for the plateau regions in Romania having important consequences, especially economic ones, that needs designing scientific and technical plans for landslide risk mitigation. For this, an important preliminary step is assessing and mapping the landslide susceptibility. This paper examines a plateau zone in eastern Romania providing such a map, based on the landslides inventory, the digital elevation model (DEM) and the thematic layers of several factors thought to be potential predictors of landslides occurrence: topographic features, land use, and lithology. The methodological framework is based on the analytical hierarchy process (AHP) principles and factors weights attributed based on frequency of landslides. The predictive performance of the model was assessed using the confusion matrix, the ROC (receiver operating characteristic) curve and the AUC (area under curve) parameter. The results indicate a good correspondence between the susceptibility estimated for the test samples and for the validation samples.
层次分析法在坡度地貌现象制图中的应用
山体滑坡是罗马尼亚高原地区常见和频繁的地貌现象,具有重要的后果,特别是经济后果,需要为减轻山体滑坡风险制定科学和技术计划。为此,一个重要的初步步骤是评估和绘制滑坡易感性图。本文考察了罗马尼亚东部的一个高原地带,提供了这样一幅地图,该地图基于滑坡清单、数字高程模型(DEM)和被认为是滑坡发生的潜在预测因素的几个因素的主题层:地形特征、土地利用和岩性。方法框架基于层次分析法(AHP)原理和基于滑坡频率的因子权重。使用混淆矩阵、ROC(受试者工作特征)曲线和AUC(曲线下面积)参数评估模型的预测性能。结果表明,试验样品的敏感性估计值与验证样品的敏感性估计值具有良好的一致性。
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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