A COMPARATIVE STUDY OF THE BIVARIATE STATISTICAL METHODS AND THE ANALYTICAL HIERARCHICAL PROCESS FOR THE ASSESSMENT OF MASS MOVEMENT SUSCEPTIBILITY. A CASE STUDY: THE LM-116 ROAD – PERU

IF 1.2 Q3 GEOSCIENCES, MULTIDISCIPLINARY Rudarsko-Geolosko-Naftni Zbornik Pub Date : 2023-01-01 DOI:10.17794/rgn.2023.1.13
J. Vásquez, M. Estrada
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Abstract

It has been long observed that the Peruvian Central Highway (PE-22) and the LM-116 road are among the roads most affected by mass movements (MM) in Peru, frequently exposed to the occurrence of rockfalls, debris flow and landslides; both roads represent an important connection alternative between Lima with towns, cities and mining centers located in the Central Mountain Range of the Andes. In this research, firstly, a point density analysis was performed using Geographic Information Systems (GIS) considering the road network of all of Peru (composed of 144,499 km) and the inventory of geological hazards (GEOCATMIN) prepared by the Geological, Mining and Metallurgical Institute of Peru INGEMMET (2000-2018). Subsequently, the evaluation of the mass movement susceptibility on the LM-116 road has been carried out using free access data reported by Peruvian institutions (INGEMMET, MTC, MINAM) from which it was possible to elaborate thematic maps, including the most relevant factors in the occurrence of mass movements, like a slope, lithology, geomorphology, land use, drainage density, and the distance from tectonic structures. Finally, for the mass movement susceptibility analysis, three methods have been considered: the Analytic Hierarchical Process (AHP), the Statistical Index (Wi) and the Weights of Evidence (WoE). The results were validated using the area under the curve criteria (AUC). Both bivariate statistical methods (Wi and WoE) presented a prediction rate above 78%, with a higher rate for the WoE method. On the other hand, the semi-quantitative method (AHP) obtained values in the order of 69%. Therefore, it is concluded that the maps elaborated with the statistical methods presented a better approximation concerning the database of geological hazards reported by GEOCATMIN.
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二元统计方法与层次分析法在人群运动敏感性评估中的比较研究。一个案例研究:lm-116公路-秘鲁
长期以来,人们一直观察到秘鲁中央公路(PE-22)和LM-116公路是秘鲁受群众运动(MM)影响最严重的道路之一,经常发生落石、泥石流和滑坡;这两条道路代表了利马与安第斯山脉中央山脉的城镇、城市和采矿中心之间的重要连接选择。本研究首先利用地理信息系统(GIS)对秘鲁全国道路网络(144,499公里)和秘鲁地质、采矿和冶金研究所INGEMMET(2000-2018)编制的地质灾害清单(GEOCATMIN)进行点密度分析。随后,利用秘鲁各机构(INGEMMET、MTC、MINAM)报告的免费获取数据,对LM-116公路上的山体移动易感性进行了评估,由此可以制作专题地图,包括山体移动发生的最相关因素,如坡度、岩性、地貌、土地利用、排水密度和与构造结构的距离。最后,在群体运动敏感性分析中,考虑了层次分析法(AHP)、统计指数法(Wi)和证据权法(WoE)三种方法。采用曲线下面积标准(AUC)对结果进行验证。双变量统计方法(Wi和WoE)的预测率均在78%以上,其中WoE方法的预测率更高。另一方面,半定量方法(AHP)获得的值约为69%。因此,得出的结论是,用统计方法制作的地图较接近GEOCATMIN报告的地质灾害数据库。
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来源期刊
CiteScore
2.50
自引率
15.40%
发文量
50
审稿时长
12 weeks
期刊最新文献
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