Liu Chuanyu, Wang Fan, Köhl Armin, Wang Xiaowei, Wang Chunzai, Richards Kelvin J
Key Laboratory of Ocean Observation and Forecasting and Key Laboratory of Ocean Circulation and Waves, Institute of Oceanology, Chinese Academy of Sciences (IOCAS), Qingdao, China.
Laoshan Laboratory, Qingdao, China.
Nat Commun. 2025 Mar 8;16(1):2315. doi: 10.1038/s41467-025-57058-4.
Since the 21st century, the El Niño and Southern Oscillation (ENSO) exhibits more pronounced signals in the central Pacific (CP) rather than the eastern Pacific (EP), but the prediction skill has waned, suggesting limited understanding of crucial dynamics within the prediction framework. The ocean mixing around the mixed layer base, which transfers heat downward in a diabatic manner, was considered a potential influencing factor; yet, its effect has not been adequately examined in either CP or EP regions due to insufficient data. Here, we propose an Argo profile data-based mixing estimation model, which yields abundant estimates of subsurface ocean mixing and turbulent heat flux. Consequently, we find significant positive feedback of the ocean mixing-induced diabatic warming/cooling on the CP ENSO, but not on the EP ENSO. Particularly, the diabatic effect dominates sea surface temperature change in the CP region, highlighting the necessity for diabatic CP ENSO positive feedback dynamics in prediction models.
自21世纪以来,厄尔尼诺-南方涛动(ENSO)在中太平洋(CP)而非东太平洋(EP)表现出更显著的信号,但预测技能有所下降,这表明在预测框架内对关键动力学的理解有限。混合层底部周围的海洋混合以非绝热方式向下传递热量,被认为是一个潜在的影响因素;然而,由于数据不足,其在CP或EP区域的影响尚未得到充分研究。在此,我们提出了一种基于Argo剖面数据的混合估计模型,该模型产生了大量的次表层海洋混合和湍流通量估计值。因此,我们发现海洋混合引起的非绝热变暖/冷却对CP ENSO有显著的正反馈,但对EP ENSO没有。特别是,非绝热效应主导了CP区域的海表温度变化,突出了预测模型中非绝热CP ENSO正反馈动力学的必要性。