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首页> 外文期刊>International Journal of Climatology: A Journal of the Royal Meteorological Society >Spatio‐temporal trends in daily precipitation extremes and their connection with North Atlantic tropical cyclones for the southeastern United States
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Spatio‐temporal trends in daily precipitation extremes and their connection with North Atlantic tropical cyclones for the southeastern United States

机译:每日降水极端的时空趋势及其与美国东南部的北大西洋热带气旋的联系

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摘要

>Changes in extreme precipitation are associated with changes in their probability distributions and the characteristics of quantiles derived from fitted distributions. In this study, the linear quantile regression method is employed to analyse spatio‐temporal trends of extreme precipitation and to study the impact of North Atlantic tropical cyclones in the distribution of extreme precipitation for the southeastern United States. Daily annual maximum precipitation over the period of 64?years (1950–2013) for 107 sites was used for the analysis. Our results show that changes in upper quantiles of the distributions of the extreme precipitation have occurred in the southeastern United States. Analysis of the potential changes in the distribution of the extreme precipitation by separating the historical record into two periods, that is, before and after 1981, reveals that upper‐quantile trends have increasing magnitude in most of the sites for the latest time period. Analysis of the impact of tropical cyclones in the extreme precipitation distribution shows that overall the heavy rainfall events in the recent decades may have been caused by tropical cyclones. Such results are particularly useful for water managers who are more concerned with extreme values rather than the averaged one. Hence, our study has significant implication in environmental and infrastructural assessment as well as disaster risk management.
机译: >极端降水的变化与其概率分布的变化和特性相关联源自拟合分布的量级。在这项研究中,采用线性定位回归方法来分析极端降水的时空趋势,并研究北大西洋热带气旋对美国东南部极端降水分配的影响。每日年度最大降水量为64个?年(1950-2013)用于107个网站的分析。我们的研究结果表明,美国东南部地区发生了极端降水量的上量值的变化。通过将历史记录分为两个时期,将历史记录分为两个时期的极端降水分布的潜在变化分析,即在1981年之前和之后,揭示了大部分趋势在最新时间段内大多数地点的数量幅度增加。热带气旋在极端降水分布的影响的分析表明,整体近几十年的大雨事件可能是由热带气旋引起的。这种结果对于更符合极端价值而不是平均值的水管理者特别有用。因此,我们的研究在环境和基础设施评估以及灾害风险管理方面具有显着意义。

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