Liu Yiling, Donat Markus G, England Matthew H, Alexander Lisa V, Hirsch Annette L, Delgado-Torres Carlos
Climate Change Research Centre and ARC Centre of Excellence for Climate Extremes, UNSW, Sydney, NSW, 2052, Australia.
National Computational Infrastructure (NCI), The Australian National University, Canberra, ACT, 2601, Australia.
Nat Commun. 2023 Oct 11;14(1):6387. doi: 10.1038/s41467-023-42113-9.
Several aspects of regional climate including near-surface temperature and precipitation are predictable on interannual to decadal time scales. Despite indications that some climate states may provide higher predictability than others, previous studies analysing decadal predictions typically sample a variety of initial conditions. Here we assess multi-year predictability conditional on the phase of the El Niño-Southern Oscillation (ENSO) at the time of prediction initialisation. We find that predictions starting with El Niño or La Niña conditions exhibit higher skill in predicting near-surface air temperature and precipitation multiple years in advance, compared to predictions initialised from neutral ENSO conditions. This holds true in idealised prediction experiments with the Community Climate System Model Version 4 and to a lesser extent also real-world predictions using the Community Earth System Model and a multi-model ensemble of hindcasts contributed to the Coupled Model Intercomparison Project Phase 6 Decadal Climate Prediction Project. This enhanced predictability following ENSO events is related to phase transitions as part of the ENSO cycle, and related global teleconnections. Our results indicate that certain initial states provide increased predictability, revealing windows of opportunity for more skillful multi-year predictions.
区域气候的几个方面,包括近地表温度和降水,在年际到年代际时间尺度上是可预测的。尽管有迹象表明某些气候状态可能比其他状态具有更高的可预测性,但以往分析年代际预测的研究通常会对各种初始条件进行采样。在此,我们评估了在预测初始化时以厄尔尼诺-南方涛动(ENSO)阶段为条件的多年可预测性。我们发现,与从中性ENSO条件初始化的预测相比,以厄尔尼诺或拉尼娜条件开始的预测在提前多年预测近地表气温和降水方面表现出更高的技巧。这在使用社区气候系统模型第4版的理想化预测实验中成立,在一定程度上,在使用社区地球系统模型以及为耦合模式比较计划第6阶段年代际气候预测项目贡献的多模式后报集合进行的实际预测中也成立。ENSO事件后这种增强的可预测性与作为ENSO循环一部分的相位转变以及相关的全球遥相关有关。我们的结果表明,某些初始状态提供了更高的可预测性,揭示了进行更具技巧性的多年预测的机会窗口。