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APPLICATION OF AHP METHOD FOR MAPPING SLOPE GEOMORPHIC PHENOMENA
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.
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References11
Mărgărint M.C., Grozavu A., Patriche C.V., Assessing the spatial variability of coefficients of landslide predictors in different regions of Romania using logistic regression, Nat Hazards Earth Syst Sci, vol. 13, pp. 3339-3355, 2013;
Saaty T.L., The Analytical Hierarchy Process, McGraw Hill, New York, 2000.
Ayalew L., Yamagishi H., Marui H., Kanno T., Landslides in Sado Island of Japan: Part II. GIS-based susceptibility mapping with comparisons of results from two methods and verifications, Eng Geol, vol. 81, pp 432-445, 2005;
Bai S.B., Zhou P.G., Wang J., Hou S.S., Lu G.N., Zhang F.Y., GIS-based susceptibility mapping with comparisons of results from analytical hierarchy process versus logistic regression in the Three Gorges Area, China. In Chen Z., Zhang J., Li Z., Wu F., Ho K. (eds.) Landslides and Engineered Slopes - From the Past to the Future, vol. 2, pp. 1067-1070, CRC Press, Balkema, 2008;
Günther A., Reichenbach P., Malet J.P., Dashwood C., Guzzetti F., Tier-based approaches for landslide susceptibility assessment in Europe, Landslides, vol. 10, pp 529-546, 2013;
Hasekioğulları G.D., Ercanoglu M., A new approach to use AHP in landslide susceptibility mapping: a case study at Yenice (Karabuk, NW Turkey), Nat Hazards, vol. 63, pp 1157-1179, 2012;
Komac M., A landslide susceptibility model using the Analytical Hierarchy Process method and multivariate statistics in perialpine Slovenia, Geomorphology, vol. 74, pp 17-28, 2006;
Rozos D.E., Bathrellos G.D., Skillodimou H.D., Comparison of the implementation of Rock Engineering System (RES) and AHP methods, based on landslide susceptibility maps, compiled in GIS environment. A case study from the Eastern Achaia County of Peloponnesus, Greece, Environ Earth Sci, vol. 63, pp 49-63, 2011.
Yalcin A., GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): Comparisons of results and confirmations, Catena, vol. 72, pp 1-12, 2008.
Armaș I., An analytic multicriteria hierarchical approach to assess landslide vulnerability. Case study: Cornu village, Subcarpathian Prahova Valley/Romania, Z Geomorphology, vol. 55, pp 209-229, 2011;
Patriche C.V., Pîrnău R., Grozavu A., Roșca B., A comparative analysis of binary logistic regression and analytical hierarchy process for landslide susceptibility assessment in the Dobrovăț River Basin, Romania, Pedosphere, vol. 26/issue 3, pp 335-350, 2016;
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