Observed El Nino-La Nina Asymmetry in a Linear Model

被引:24
作者
Martinez-Villalobos, Cristian [1 ]
Newman, Matthew [2 ,3 ]
Vimont, Daniel J. [4 ]
Penland, Cecile [3 ]
Neelin, J. David [1 ]
机构
[1] Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
[2] Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
[3] NOAA, Phys Sci Div, Earth Syst Res Lab, Boulder, CO USA
[4] Univ Wisconsin, Dept Atmospher & Ocean Sci, Madison, WI USA
基金
美国国家科学基金会;
关键词
SEA-SURFACE TEMPERATURE; WESTERLY WIND BURSTS; EQUATORIAL PACIFIC; STOCHASTIC-MODEL; ENSO TRANSITION; CLIMATE MODELS; OPTIMAL-GROWTH; MARKOV-MODELS; VARIABILITY; PREDICTION;
D O I
10.1029/2019GL082922
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Previous studies indicate an asymmetry in the amplitude and persistence of El Nino (EN) and La Nina (LN) events. We show that this observed EN-LN asymmetry can be captured with a linear model driven by correlated additive and multiplicative (CAM) noise, without resorting to a deterministic nonlinear model. The model is derived from 1-month lag statistics taken from monthly sea surface temperature (SST) data sets spanning the twentieth century, in an extension of an empirical-dynamical technique called Linear Inverse Modeling. Our results suggest that noise amplitudes tend to be stronger for EN compared to LN events, which is sufficient to generate asymmetry in amplitude and also produces more persistent LN events on average. These results establish a null hypothesis for EN-LN asymmetry and suggest that strong EN events may not be more predictable that what can be accounted for by a multivariate linear system driven by CAM noise.
引用
收藏
页码:9909 / 9919
页数:11
相关论文
共 104 条
  • [31] Ensemble-mean dynamics of the ENSO recharge oscillator under state-dependent stochastic forcing
    Jin, Fei-Fei
    Lin, L.
    Timmermann, A.
    Zhao, J.
    [J]. GEOPHYSICAL RESEARCH LETTERS, 2007, 34 (03)
  • [32] Strong El Nino events and nonlinear dynamical heating
    Jin, FF
    An, SI
    Timmermann, A
    Zhao, JX
    [J]. GEOPHYSICAL RESEARCH LETTERS, 2003, 30 (03) : 20 - 1
  • [33] EL-NINO ON THE DEVILS STAIRCASE - ANNUAL SUBHARMONIC STEPS TO CHAOS
    JIN, FF
    NEELIN, JD
    GHIL, M
    [J]. SCIENCE, 1994, 264 (5155) : 70 - 72
  • [34] Jin FF, 1997, J ATMOS SCI, V54, P811, DOI 10.1175/1520-0469(1997)054<0811:AEORPF>2.0.CO
  • [35] 2
  • [36] Joanes DN, 1998, J ROY STAT SOC D-STA, V47, P183
  • [37] Johnson SD, 2000, J CLIMATE, V13, P3, DOI 10.1175/1520-0442(2000)013<0003:EDMMAP>2.0.CO
  • [38] 2
  • [39] El Nino and La Nina sea surface temperature anomalies: Asymmetry characteristics associated with their wind stress anomalies
    Kang, IS
    Kug, JS
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2002, 107 (D19) : 1 - 1
  • [40] Reduced space optimal analysis for historical data sets: 136 years of Atlantic sea surface temperatures
    Kaplan, A
    Kushnir, Y
    Cane, MA
    Blumenthal, MB
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 1997, 102 (C13) : 27835 - 27860