“…The advantage of this method is that it can provide both direction and magnitude of the causal relationships between variables (Liang, 2014, 2015, 2021b). Therefore, it has been widely used in the field of physical oceanography, such as El Niño, sea surface chlorophyll‐a concentration, ocean heat content, Arctic surface temperature, Arctic sea ice, and the intrusion of Kuroshio (Docquier et al., 2022; Liang, 2014; Liang et al., 2021; G. Wang et al., 2020; Xiao et al., 2020; Y. Yang et al., 2023; Y. Zhang & Liang, 2022; H. Zhang et al., 2017; Zhao et al., 2023).…”