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Predicting the impact of climate change on urban drainage systems in northwestern Italy by a copula-based approach

机译:通过基于Copula的方法预测意大利西北部城市排水系统的影响

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Study regionMilan, northwestern Italy.Study focusThe impact of expected trends in storm temporal structures is analyzed with reference to urban drainage systems, featuring catchment areas spanning from 10 ha to 100 ha. A bivariate stochastic model for the derivation of flood frequency is developed, accounting for the seasonality of storm volumes, durations and their mutual dependence structure. Its reliability is verified by comparing it to continuous hydrodynamic simulations. To do so, a 21-year long series observed at Milan-Monviso raingauge was used. Model comparison evidences a satisfactory agreement between models.New hydrological insights for the regionAlthough the total annual precipitation is not expected to change, relevant increases in flood frequencies are predicted. Such increases vary between 10–20?% and appear to be independent of the return period. Thus, great concerns arise for the existing urban drainage systems located in northwestern Italy, which should basically be unable to face these flood frequency changes. A leading role is played by the intensification of summer and spring storms, both in terms of increase in volumes and decrease in durations. Moreover, changes in the dependence structure have a significant impact when summer storms are considered. Conversely, flood frequency curves are far less sensitive to the storm temporal structures featuring other seasons. These results can be explained by considering the seasonal distribution of storms critical for urban drainage systems.
机译:研究米兰,西北部。研究了预期趋势在城市排水系统中分析了风暴时间结构的预期趋势的影响,其中包括从10公顷到100公顷的集水区。开发了一种用于泛洪频率推导的双变量随机模型,占风暴卷,持续时间及其相互依赖结构的季节性。通过将其与连续流体动力模拟进行比较来验证其可靠性。为此,使用了在Milan-Monviso Raipauge观察到的21年的长期系列。模型比较证明了模型之间的令人满意的协议。新的水文见解对区域的水文见解,虽然预计年度降水量没有改变,预计洪水频率的相关增加。这种增加在10-20?%之间变化,似乎与返回期无关。因此,对于位于意大利西北部的现有城市排水系统产生了极大的关切,基本上应该无法面对这些洪水频率变化。在夏季和春天风暴的强化方面,在持续增加和持续时间下降的方面,通过增长来发挥主导作用。此外,当考虑夏季风暴时,依赖结构的变化具有显着影响。相反,洪水频率曲线对具有其他季节的风暴时间结构远不太敏感。这些结果可以通过考虑对城市排水系统至关重要的风暴季节性分布来解释。

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