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GIS-based debris flow source and runout susceptibility assessment from DEM data - a case study in NW Nicaragua

机译:基于GIS的泥石流源和来自DEM数据的跳动敏感性评估-以尼加拉瓜西北部为例

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摘要

In October 1998, Hurricane Mitch triggered numerous landslides (mainly debris flows) in Honduras and Nicaragua, resulting in a high death toll and in considerable damage to property. The potential application of relatively simple and affordable spatial prediction models for landslide hazard mapping in developing countries was studied. Our attention was focused on a region in NW Nicaragua, one of the most severely hit places during the Mitch event. A landslide map was obtained at 1:10 000 scale in a Geographic Information System (GIS) environment from the interpretation of aerial photographs and detailed field work. In this map the terrain failure zones were distinguished from the areas within the reach of the mobilized materials. A Digital Elevation Model (DEM) with 20 m×20 m of pixel size was also employed in the study area. A comparative analysis of the terrain failures caused by Hurricane Mitch and a selection of 4 terrain factors extracted from the DEM which, contributed to the terrain instability, was carried out. Land propensity to failure was determined with the aid of a bivariate analysis and GIS tools in a terrain failure susceptibility map. In order to estimate the areas that could be affected by the path or deposition of the mobilized materials, we considered the fact that under intense rainfall events debris flows tend to travel long distances following the maximum slope and merging with the drainage network. Using the TauDEM extension for ArcGIS software we generated automatically flow lines following the maximum slope in the DEM starting from the areas prone to failure in the terrain failure susceptibility map. The areas crossed by the flow lines from each terrain failure susceptibility class correspond to the runout susceptibility classes represented in a runout susceptibility map. The study of terrain failure and runout susceptibility enabled us to obtain a spatial prediction for landslides, which could contribute to landslide risk mitigation.
机译:1998年10月,米奇飓风在洪都拉斯和尼加拉瓜引发了许多山体滑坡(主要是泥石流),造成高死亡人数,并对财产造成了严重破坏。研究了相对简单和负担得起的空间预测模型在发展中国家滑坡灾害制图中的潜在应用。我们的注意力集中在尼加拉瓜西北部地区,这是米奇事件期间受灾最严重的地区之一。通过对航空照片的解释和详细的现场工作,在地理信息系统(GIS)环境中以1:10 000比例获得了滑坡图。在此地图中,将地形破坏区域与动员的材料所能到达的区域区分开来。研究区域还采用了像素尺寸为20 m×20 m的数字高程模型(DEM)。对飓风米奇造成的地形破坏进行了比较分析,并从DEM中选择了4种地形因素,这些因素导致了地形的不稳定。在地形失效敏感性图中,借助双变量分析和GIS工具确定了土地失效的倾向。为了估计可能受到动员材料的路径或沉积影响的区域,我们考虑了以下事实:在强降雨事件下,泥石流倾向于沿着最大坡度并与排水网络合并而行进很长一段距离。使用适用于ArcGIS软件的TauDEM扩展,我们自动生成了沿DEM中最大坡度的流线,该流线是从地形失效敏感性图中容易失效的区域开始的。每个地形失效敏感性等级的流线所穿过的区域对应于跳动敏感性图中表示的跳动敏感性类。对地形破坏和跳动敏感性的研究使我们能够获得滑坡的空间预测,这可能有助于减轻滑坡风险。

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