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Landslides triggered by rainfall: A semi-automated procedure to define consistent intensity-duration thresholds

机译:降雨引发的滑坡:半自动程序,用于定义一致的强度持续时间阈值

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摘要

In this paper, a methodology to automate and standardize the identification of rainfall intensity-duration thresholds for landslides triggering is presented. A newly developed software called MaCumBA (MAssive CUMulative Brisk Analyzer) can be used to analyze rain-gauge records, extract the intensities (I) and durations (D) of the rainstorms associated with the initiation of landslides, plot these values on a diagram and identify thresholds that define the lower bounds of the aforementioned I-D values. Because the methodology is automated, it is possible to process a relevant amount of data in short times, while allowing for user decision input. A back analysis using data from past events that did not trigger landslides can be used to identify the threshold conditions associated with the least amount of false alarms. We applied the methodology in two test sites. A validation procedure returned satisfactory results, demonstrating the potential utility of the proposed methodology in the development of landslide warning systems.
机译:在本文中,提出了一种方法,该方法可以自动识别标准化滑坡触发的降雨强度-持续时间阈值。可以使用新开发的名为MaCumBA(大型累积轻快分析仪)的软件来分析雨量计记录,提取与滑坡引发有关的暴雨的强度(I)和持续时间(D),在图表上绘制这些值,然后确定定义上述ID值下限的阈值。由于该方法是自动化的,因此可以在短时间内处理大量数据,同时允许用户输入决策。使用过去事件中未触发滑坡事件的数据进行的反向分析可用于识别与最少错误警报相关的阈值条件。我们在两个测试站点中应用了该方法。验证程序返回了令人满意的结果,表明了拟议方法在滑坡预警系统开发中的潜在效用。

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