Effect of Northeast Pacific Wind on the Improvement of El Nino Prediction in a Climate Model

被引:0
|
作者
Huang, Jing [1 ,4 ]
Wang, Xin [1 ,2 ,4 ]
Song, Zhenya [3 ]
Chen, Sheng [1 ]
机构
[1] Chinese Acad Sci, South China Sea Inst Oceanol, State Key Lab Trop Oceanog, Guangzhou, Peoples R China
[2] Chinese Acad Sci, South China Sea Inst Oceanol, Global Ocean & Climate Res Ctr, Guangzhou, Peoples R China
[3] Minist Nat Resources, Inst Oceanog 1, Key Lab Marine Sci & Numer Modeling, Qingdao, Peoples R China
[4] Chinese Acad Sci, South China Sea Inst Oceanol, Guangdong Key Lab Ocean Remote Sensing, Guangzhou, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Atmosphere-ocean interaction; ENSO; Climate prediction; DIFFERENT IMPACTS; MERIDIONAL MODE; ENSO PREDICTION; PREDICTABILITY; VARIABILITY; EASTERN; EVENTS; FEEDBACK;
D O I
10.1175/JCLI-D-24-0178.1
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
The role of the northeast Pacific wind in the dynamics of El Ni & ntilde;o has been proposed in previous theoretical studies. However, the actual effect of northeast Pacific wind on improving El Ni & ntilde;o prediction remains unclear, and the mechanisms through which northeast Pacific improves El Ni & ntilde;o predictions are not fully understood. In this study, we investigate the role of northeast Pacific wind in improving El Ni & ntilde;o prediction. By utilizing CESM that assimilates the northeast Pacific wind, the model improves prediction skills of ENSO indices at a lead time of 6-12 months, with a correlation three times higher than the predictions without nudged northeast Pacific wind. Nudging northeast Pacific wind in the model enhances the prediction of central Pacific (CP) El Ni & ntilde;o, thus leading to approximately 30% increase in the hit ratio of correct prediction of El Ni & ntilde;o. However, the model overestimates CP El Ni & ntilde;o predictions when the nudged northeast Pacific wind is incorporated. The mechanisms for the improvement of northeast Pacific wind in El Ni & ntilde;o predictions are investigated. In spring, El Ni & ntilde;o development is attributed to the wind-evaporation-SST (WES) feedback and oceanic downwelling induced by subtropical westerly wind stress. In contrast, during summer, El Ni & ntilde;o development is dominated by the summer deep convection (SDC) response. During subsequent summer-autumn, anomalous surface latent heat flux related to wind speed and net shortwave radiation associated with the low cloud-SST feedback contribute to El Ni & ntilde;o development. These processes are more favorable for CP El Ni & ntilde;o development. This study implies that accurately simulating air-sea coupling associated with northeast Pacific wind may be an effective approach in improving El Ni & ntilde;o prediction.
引用
收藏
页码:531 / 544
页数:14
相关论文
共 50 条
  • [21] Climate prediction - Second thoughts on skill of EL Nino predictions
    Kerr, RA
    SCIENCE, 2000, 290 (5490) : 257 - 258
  • [22] The warm Blob in the northeast Pacific-the bridge leading to the 2015/16 El Nino
    Tseng, Yu-Heng
    Ding, Ruiqiang
    Huang, Xiao-meng
    ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (05):
  • [23] PREDICTION OF EL-NINO EVENTS IN THE PACIFIC BY MEANS OF NEURAL NETWORKS
    DERR, VE
    SLUTZ, RJ
    AI APPLICATIONS, 1994, 8 (02): : 51 - 63
  • [24] Impact of the central Pacific zonal wind divergence and convergence on the central Pacific El Nino event
    Zuo Tao
    Chen Jinnian
    Wang Hongna
    ACTA OCEANOLOGICA SINICA, 2014, 33 (11) : 85 - 89
  • [25] THE NORTHEAST PACIFIC-OCEAN RESPONSE TO THE 1982-1983 EL-NINO
    JOHNSON, MA
    OBRIEN, JJ
    JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 1990, 95 (C5) : 7155 - 7166
  • [26] EL-NINO, INTERANNUAL VARIABILITY AND FISHERIES IN THE NORTHEAST PACIFIC-OCEAN - COMMENT
    MYSAK, LA
    CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES, 1986, 43 (07) : 1467 - 1468
  • [27] QBO Features of Tropical Pacific wind Stress Field with the Relation to El Nino
    张勤
    朱育峰
    倪允琪
    Advances in Atmospheric Sciences, 1995, (01) : 87 - 94
  • [28] Westerly wind events, diurnal cycle and central Pacific El Nino warming
    Wu, Qiaoyan
    DYNAMICS OF ATMOSPHERES AND OCEANS, 2013, 63 : 79 - 93
  • [29] Change in strong Eastern Pacific El Nino events dynamics in the warming climate
    Carreric, Aude
    Dewitte, Boris
    Cai, Wenju
    Capotondi, Antonietta
    Takahashi, Ken
    Yeh, Sang-Wook
    Wang, Guojian
    Guemas, Virginie
    CLIMATE DYNAMICS, 2020, 54 (1-2) : 901 - 918
  • [30] El Nino/Southern Oscillation and tropical Pacific climate during the last millennium
    Cobb, KM
    Charles, CD
    Cheng, H
    Edwards, RL
    NATURE, 2003, 424 (6946) : 271 - 276