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Does nonstationarity in rainfall require nonstationary intensity–duration–frequency curves?

机译:降雨中的非平稳性是否需要非平稳的强度-持续时间-频率曲线?

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In Canada, risk of flooding due to heavy rainfall has risen in recent decades; the most notable recent examples include the July?2013 storm in the Greater Toronto region and the May?2017 flood of the Toronto Islands. We investigate nonstationarity and trends in the short-duration precipitation extremes in selected urbanized locations in Southern Ontario, Canada, and evaluate the potential of nonstationary intensity–duration–frequency (IDF) curves, which form an input to civil infrastructural design. Despite apparent signals of nonstationarity in precipitation extremes in all locations, the stationary vs. nonstationary models do not exhibit any significant differences in the design storm intensity, especially for short recurrence intervals (up to 10?years). The signatures of nonstationarity in rainfall extremes do not necessarily imply the use of nonstationary IDFs for design considerations. When comparing the proposed IDFs with current design standards, for return periods (10?years or less) typical for urban drainage design, current design standards require an update of up to 7?%, whereas for longer recurrence intervals (50–100?years), ideal for critical civil infrastructural design, updates ranging between ?~?2 and 44?% are suggested. We further emphasize that the above findings need re-evaluation in the light of climate change projections since the intensity and frequency of extreme precipitation are expected to intensify due to global warming.
机译:在加拿大,近几十年来由于大雨造成的洪灾风险有所增加。最近最著名的例子包括2013年7月在大多伦多地区的风暴和2017年5月在多伦多群岛的洪水。我们调查了加拿大安大略省南部特定城市化地区短期降水极端事件的非平稳性和趋势,并评估了非平稳强度-持续时间-频率(IDF)曲线的潜力,这些曲线构成了民用基础设施设计的输入。尽管在所有位置都出现了极端降水非平稳状态的明显信号,但固定与非平稳模型在设计风暴强度上并没有表现出任何显着差异,特别是对于短的复发间隔(长达10年)。降雨极端情况下的非平稳性特征并不一定意味着出于设计考虑,应使用非平稳性IDF。当将拟议的IDF与当前的设计标准进行比较时,对于城市排水设计的典型回报期(10年或更短),当前的设计标准要求更新至多7%,而更长的重复间隔(50–100年) ),是关键民用基础设施设计的理想选择,建议更新范围在〜2到44%之间。我们进一步强调,由于全球变暖可能导致极端降水的强度和频率增加,因此需要根据气候变化预测对上述发现进行重新评估。

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