“…Statistical analysis of previous studies (Burgers & Stephenson, 1999; Niedzielski, 2010; Niedzielski & Kosek, 2010) suggested that SLAs over the tropical Pacific, resembling sea surface temperature (SST) anomalies, do not strictly conform to the normal distribution. As shown in Figure 1d, the prevailing negative skewness values in the WTP are probably linked to the predominance of El Niño over La Niña in their SLA signatures (Niedzielski & Kosek, 2010), which may be related with not only the ENSO's asymmetry but also the nonlinearity in ocean response to ENSO (An & Kim, 2017; Guan et al, 2019; Im et al, 2015; Niedzielski & Kosek, 2010; Świerczyńska et al, 2014; Wen et al, 2014). El Niño and La Niña, modulated by nonlinear processes of the tropical Pacific climate, are not perfect mirrors of each other and show asymmetries in amplitude, duration time, and occurrence frequency (e.g., An & Choi, 2009; An & Jin, 2004; Burgers & Stephenson, 1999; Gergis & Fowler, 2009; Guan et al, 2019; Hu et al, 2016; Jin et al, 2003; Ohba & Ueda, 2007; Okumura & Deser, 2010; Su et al, 2010; Yu et al, 1997).…”