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首页> 外文期刊>Scientific reports. >“Intrinsic” correlations and their temporal evolutions between winter-time PNA/EPW and winter drought in the west United States
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“Intrinsic” correlations and their temporal evolutions between winter-time PNA/EPW and winter drought in the west United States

机译:美国西部冬季PNA / EPW与冬季干旱之间的“内在”相关性及其时间演变

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摘要

In this study, relations between winter-time Pacific-Northern America pattern (PNA)/East Pacific wave-train (EPW) and winter-time drought in the west United States over the period of 1951–2010 are analyzed. Considering traditional Pearson’s Correlation Coefficient can be influenced by non-stationarity and nonlinearity, a recently proposed method, Detrended Partial-Cross-Correlation Analysis (DPCCA) is applied. With DPCCA, we analyzed the “intrinsic” correlations between PNA/EPW and the winter drought with possible effects of ENSO and PDO removed. We found, i) significant negative correlations between PNA/EPW and drought on time scales of 5–6 years after removing the effects of ENSO, ii) and significant negative correlations between PNA/EPW and drought on time scales of 15–25 years after removing the effects of PDO. By further studying the temporal evolutions of the “intrinsic” correlations, we found on time scales of 5–6 years, the “intrinsic” correlations between PNA/EPW and drought can vary severely with time, but for most time, the correlations are negative. While on interdecadal (15–25 years) time scales, after the effects of PDO removed, unlike the relations between PNA and drought, the “intrinsic” correlations between EPW and drought takes nearly homogeneous-sign over the whole period, indicating a better model can be designed by using EPW.
机译:在这项研究中,分析了1951-2010年期间冬季太平洋北美洲美洲模式(PNA)/东太平洋海浪线(EPW)与美国西部冬季干旱之间的关系。考虑到传统的Pearson的相关系数会受到非平稳性和非线性的影响,因此,最近提出了一种方法,即Detrended偏交叉相关分析(DPCCA)。使用DPCCA,我们分析了PNA / EPW与冬季干旱之间的“内在”相关性,并去除了ENSO和PDO的可能影响。我们发现,i)除去ENSO影响后5-6年的时间尺度上PNA / EPW与干旱之间显着负相关,ii)和之后15-25年的时间尺度上PNA / EPW与干旱之间显着负相关。消除PDO的影响。通过进一步研究“内在”相关性的时间演变,我们发现在5-6年的时间尺度上,PNA / EPW与干旱之间的“内在”相关性可能随时间变化很大,但在大多数时间,这些相关性为负值。 。在年代际(15–25年)的时间尺度上,PDO的影响消除后,与PNA和干旱之间的关系不同,EPW与干旱之间的“内在”相关在整个时期内几乎呈均一符号,表明模型较好可以使用EPW设计。

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