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Derivation of critical rainfall thresholds for shallow landslides as a tool for debris flow early warning systems

机译:临时降雨阈值的临界降雨阈值作为碎片流动预警系统的工具

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Real-time assessment of debris-flow hazard is fundamental for developing warning systems that can mitigate risk. A convenient method to assess the possible occurrence of a debris flow is to compare measured and forecasted rainfalls to critical rainfall threshold (CRT) curves. Empirical derivation of the CRT from the analysis of past events' rainfall characteristics is not possible when the database of observed debris flows is poor or when the environment changes with time. For debris flows and mud flows triggered by shallow landslides or debris avalanches, the above limitations may be overcome through the methodology presented. In this work the CRT curves are derived from mathematical and numerical simulations, based on the infinite-slope stability model in which slope instability is governed by the increase in groundwater pressure due to rainfall. The effect of rainfall infiltration on landside occurrence is modelled through a reduced form of the Richards equation. The range of rainfall durations for which the method can be correctly employed is investigated and an equation is derived for the lower limit of the range. A large number of calculations are performed combining different values of rainfall characteristics (intensity and duration of event rainfall and intensity of antecedent rainfall). For each combination of rainfall characteristics, the percentage of the basin that is unstable is computed. The obtained database is opportunely elaborated to derive CRT curves. The methodology is implemented and tested in a small basin of the Amalfi Coast (South Italy). The comparison among the obtained CRT curves and the observed rainfall amounts, in a playback period, gives a good agreement. Simulations are performed with different degree of detail in the soil parameters characterization. The comparison shows that the lack of knowledge about the spatial variability of the parameters may greatly affect the results. This problem is partially mitigated by the use of a Monte Carlo approach.
机译:对泥石流危害的实时评估是开发可能减轻风险的警告系统的基础。一种方便的方法来评估可能出现的碎片流动的发生是将测量和预测的降雨与临界降雨阈值(CRT)曲线进行比较。当观察到的碎片流量的数据库差或随着时间的推移时,当观察到的碎片流量差或者当环境变化时,不可能从过去的事件分析的经验推导。对于由浅层滑坡或碎片雪崩触发的碎片流动和泥流,可以通过所呈现的方法克服上述限制。在这项工作中,CRT曲线基于无限坡度稳定性模型来源于数学和数值模拟,其中坡不稳定性受降雨导致地下水压力的增加来控制。降雨渗透对地面发生的影响是通过减少形式的理查德方程式的建模。研究了该方法可以正确采用的降雨持续时间的范围,并且导出了用于该范围下限的等式。进行大量计算,结合不同的降雨特征值(事件降雨的强度和持续时间和前进降雨的强度)。对于降雨特征的每个组合,计算了不稳定的盆地的百分比。获得了所获得的数据库,阐述了派生CRT曲线。该方法在阿马尔菲海岸(南意大利)的一个小盆地中实施和测试。在播放期间,获得的CRT曲线和观察到的降雨量的比较给出了良好的一致性。在土壤参数表征中以不同程度的细节进行仿真。比较表明,关于参数的空间可变性的缺乏了解可能会影响结果。通过使用蒙特卡罗方法,部分减轻了这个问题。

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