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Apparatus and method for analyzing dangerous of flooding or drought using machine-learning

机译:使用机器学习分析洪水或干旱危险的设备和方法

摘要

According to the present invention, an apparatus for flood or drought risk analysis comprises: a satellite image collection unit to collect satellite image information of a target region; a rainfall collection unit to collect rainfall information of the target region; an analysis unit to perform ground surface classification on a satellite image collected by the satellite image collection unit to calculate a flow rate of the target region, analyze a correlation between a flow rate change and the rainfall information collected from the rainfall collection unit, and evaluate a flood or a drought risk of the target region in accordance with rainfall based on the correlation; and an output unit to display the flood or the drought risk of the target region evaluated by the analysis unit. According to the present invention, a relationship between a satellite image and rainfall is analyzed to easily predict and prevent a flood or a drought risk, and national disasters such as floods or drought can be prevented.
机译:根据本发明,一种用于洪水或干旱风险分析的设备包括:卫星图像收集单元,用于收集目标区域的卫星图像信息;以及降雨收集单元收集目标区域的降雨信息;分析单元,对由卫星图像收集单元收集的卫星图像进行地表分类,以计算目标区域的流速,分析流速变化与从降雨收集单元收集的降雨信息之间的相关性,并进行评估根据相关性,根据降雨确定目标地区的洪水或干旱风险;输出单元显示由分析单元评估的目标区域的洪水或干旱风险。根据本发明,分析卫星图像和降雨之间的关系以容易地预测和预防洪水或干旱的风险,并且可以防止诸如洪水或干旱的国家灾难。

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