Importance of Madden–Julian oscillation phase to the interannual variability of East African rainfall

Pub Date : 2022-12-13 DOI:10.1002/asl.1148
Ben Maybee, Neil Ward, Linda C. Hirons, John H. Marsham
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引用次数: 4

Abstract

Precipitation across East Africa shows marked interannual variability. Seasonal forecast skill for the OND short rains is significantly higher than for the MAM long rains, which also exhibit poorly understood decadal variability. On sub‐seasonal time‐scales rainfall is influenced strongly by the phase of the Madden–Julian Oscillation (MJO); here we investigate whether this influence extends to interannual and decadal scales. We show that the number of days that the MJO is active and in phases 1–3 has a greater influence than the mean amplitude of the MJO on interannual long rains variability (ρ = 0.59 for the count of phases 1–3, compared to ρ = 0.40 for amplitude). The frequency of these days is linked to a newly identified gradient in Pacific sea‐surface temperatures (SSTs), whose influence on long rains variability we show is itself mediated by the MJO. We develop a statistical model estimating East African rainfall from MJO state, and show that the influence of the MJO on seasonal rainfall extends to the short rains, and to a lesser extent also into January and February. Our results show the importance of capturing the SST‐MJO phase relationship in models used for predictions of East African rainfall across time‐scales, and motivate investigating this further.

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Madden–Julian振荡阶段对东非降雨量年际变化的重要性
整个东非的降水量显示出明显的年际变化。OND短雨的季节性预报技巧明显高于MAM长雨,后者也表现出人们对十年变化知之甚少。在次季节性时间尺度上,降雨量受到麦登-朱利安振荡(MJO)阶段的强烈影响;在这里,我们研究这种影响是否扩展到年际和十年尺度。我们表明,MJO活跃的天数和第1-3阶段对年际长降雨变化的影响大于MJO的平均振幅(第1-3阶段的计数为ρ=0.59,振幅为ρ=0.40)。这些天的频率与新发现的太平洋海面温度梯度有关,我们发现,其对长期降雨变化的影响本身是由MJO介导的。我们开发了一个统计模型,估计了MJO州的东非降雨量,并表明MJO对季节性降雨的影响延伸到短雨,并在较小程度上延伸到1月和2月。我们的研究结果表明,在用于预测东非跨时间尺度降雨的模型中,捕捉SST‐MJO相位关系的重要性,并促使对此进行进一步研究。
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