“…Therefore, efforts should be made towards improvements of AGCM cloud parameterizations (Baba, 2019, 2020). Furthermore, previous studies indicate that air‐sea coupling may be critical to improve seasonal or longer time‐scale TCF forecasts through the consideration of the impact of active entrainment of subsurface water on SST and extreme TC activity predictions (Ma et al., 2018; Ogata et al., 2015, 2016; Vincent et al., 2012), which is not taken into account in the current study with the use of an AGCM. Thus, as a next step, we plan to further investigate this topic using coupled GCMs.…”