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      • Open Access Article

        1 - Prioritization of factors affecting the occurrence of slope movements and preparation of a zoning map of the risk of its occurrence using a new random forest algorithm (Case study: part of the catchment area of Latian Dam)
        Leila Ebrahimi
        The first and most important step in assessing the risk of sloping movements is to prepare risk maps for the occurrence of sloping movements. These maps are a final product that can be useful for land use planning. The purpose of this study is to prioritize the factors More
        The first and most important step in assessing the risk of sloping movements is to prepare risk maps for the occurrence of sloping movements. These maps are a final product that can be useful for land use planning. The purpose of this study is to prioritize the factors affecting the occurrence of slope movements and zoning the risk of its occurrence using a new random forest algorithm in the topographic map of 1: 50,000 Lashkark in the northern part of Latian Dam. According to the hydrological, topographic, geological, geomorphological and climatic characteristics of the region, the most important factors influencing the occurrence of slope movements are 9 indices of distance from road, fault, river, lithology, rainfall, altitude, slope, slope direction and land use as the most important. Factors affecting the occurrence of this type of movement in the region were considered. The results show that the three factors of distance from the fault, road and slope are three important factors in the occurrence of amplitude movements in the study area, respectively. In order to evaluate the prepared model, the relative performance detection curve was used. Based on the results of the rock curve, the value of the area under the curve in educational points is equal to 0.826 and in evaluation points is equal to 0.839 percent. Figure 9 is a very good evaluation of the stochastic forest algorithm in zoning the risk of slope movements using this model. Manuscript profile
      • Open Access Article

        2 - Flood risk zoning in Nowshahr city using AHP-fuzzy method
        sidmehdi razavi por Leila Ebrahimi kia bozorgmehr Mehrdad Ramazanipour
        Flood is one of the important natural disasters that causes a lot of financial and human losses every year, and in order to reduce its losses and casualties, it has always been the attention of managers and planners. The purpose of this research is to prepare a flood ri More
        Flood is one of the important natural disasters that causes a lot of financial and human losses every year, and in order to reduce its losses and casualties, it has always been the attention of managers and planners. The purpose of this research is to prepare a flood risk zoning map in Nowshahr city. In this study, in order to achieve the goal of the research, first by studying and investigating the theoretical foundations of the subject, the effective factors in the occurrence of floods, including height, slope direction, slope, waterway density, distance From the river, soil, land use, geology, slope curvature, land type and precipitation were identified. Then, the maps of each of the mentioned criteria were prepared in Arc GIS 10.5. After preparing the layers of the effective factors in the occurrence of floods, using the opinion of 25 experts in this field, the layers and sub-criteria were weighted using the fuzzy hierarchical method. And in the last step, the obtained weight of each factor was applied to each of the layers in the ARC/MAP software environment, and the zoning map of flood risk was prepared using the fuzzy logic of the 0.9 gamma operator. According to the results of Vozandhi, the factors of rainfall, distance from the river, slope and land use are the most important factors of flood in the region. The zoning map shows the risk of flooding in Nowshahr city. Manuscript profile