In particular, a practically sea-ice free September, that is a sea-ice area below one million km 2 , is predicted to appear for the first time before 2050 under both low and high emission scenarios (shared socioeconomic pathways, SSP; O 'Neill et al., 2017) by a majority of CMIP6 models (SIMIP Community, 2020). In addition, a sea-ice free summer would arrive in the 2030s according to both CMIP5 and CMIP6 when these models were selected based on observations (Docquier & Koenigk, 2021;Wang & Overland, 2012). Irrespective of the time by which an ice-free summer will appear, an adequate understanding of an ice-free period and related climate change characteristics is felt to be needed.Arctic warming shows prominent seasonality. Observations demonstrated that amplification of Arctic warming has been strongest in the cold seasons during the past several decades (Screen & Simmonds, 2010;Serreze & Francis, 2006;Stouffer & Manabe, 2017). This seasonality was also demonstrated by the future projections of the climate models (