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首页> 外文期刊>International Journal of Climatology: A Journal of the Royal Meteorological Society >Long-range correlation in the drought and flood index from 1470 to 2000 in eastern China
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Long-range correlation in the drought and flood index from 1470 to 2000 in eastern China

机译:中国东部1470-2000年旱涝指数的长期相关性

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摘要

In this study, the detrended fluctuation analysis (DFA) method is used to analyse the drought and flood index (DFI) of the past 531 years in 20 stations over east central China. It is found that the variation of the DFI exhibits long-range correlation. The long-range correlation gradually decreases from northwest to southeast over the studied region. Moreover, the recurrence times of droughts or floods also show long-range correlation. The long-range correlation in the DFI data will disappear if the DFI data are randomly shuffled, which was also found in the recurrence time of the randomly shuffled DFI series for each station. The results show that long-range correlation is an intrinsic property of drought or flood events, which could result in the long-range correlation of the corresponding recurrence times. At present, the prediction skill of droughts/floods in Asian-Australian monsoon region is relatively low, particularly in most of China. The long-range correlation of the DFI provides a theoretical basis for climate predictions of droughts/floods and may help improve model performance by amending the model configuration, in terms of addressing parameterization problems and improving atmosphere-ocean coupling.
机译:在这项研究中,使用趋势去趋势分析(DFA)方法分析了华中东部20个站点过去531年的干旱和洪水指数(DFI)。发现DFI的变化表现出长期相关性。在研究区域内,长期相关性从西北向东南逐渐减小。此外,干旱或洪水的复发时间也显示出长期相关性。如果对DFI数据进行随机混洗,则DFI数据中的远程相关性将消失,这在每个站点的随机混洗DFI系列的重复时间中也可以找到。结果表明,长期相关性是干旱或洪水事件的内在属性,可能导致相应复发时间的长期相关性。目前,亚洲-澳大利亚季风区的干旱/洪水预报技能相对较低,特别是在中国大部分地区。 DFI的长期相关性为干旱/洪水的气候预测提供了理论基础,并且可以在解决参数化问题和改善大气-海洋耦合方面,通过修改模型配置来帮助改善模型性能。

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