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A data mining approach to the relationships between landslides and open-pit mining activity: a case study in Soacha (Cundinamarca)

机译:山体滑坡与露天采矿活动关系的数据挖掘方法 - 以Soacha(Cundinamarca)为例

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Landslides caused by changes in land use, or by anthropic activities such as open-pit mining, constitute one of the most important socio-economic risk factors in countries with developing economies. This article presents an approach to the relationships between mining activity and the development of landslides in a pilot area located in Soacha, Cundinamarca. Through data mining analysis and the use of Geographic Information Systems (GIS), an evaluation of the possible relationships of these factors was carried out, including socioeconomic aspects. From an inventory of open-pit mining sites, the geomechanical characterization of soil and rock units, and the characterization of environmental and social variables, data were obtained to define variables whose relationships were determined by algorithms programmed in the GIS. The results show that there is an indirect relationship between open-pit mining activity and landslides development over the last four decades in the studied zone.
机译:土地利用变化或露天挖掘等人类活动引起的山体滑坡构成了发展经济体国家最重要的社会经济风险因素之一。本文介绍了采矿活动与位于苏达达的Sominamarca的试点区域之间的关系和山体滑坡之间的关系。通过数据挖掘分析和使用地理信息系统(GIS),进行了对这些因素的可能关系的评估,包括社会经济方面。从露天挖掘场所的库存,获得土壤和岩石单元的地质力学表征,以及环境和社会变量的表征,以定义通过GIS编程的算法确定的变量。结果表明,在研究区的过去四十年中,露天采矿活动与滑坡开发之间存在间接关系。

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