The intertropical convergence zone (ITCZ) is the region near the equator where the trade winds of the Northern and Southern Hemispheres converge. It appears as a band of heavy precipitation that encircles the globe. The annual precipitation in the ITCZ accounts for 32% of the globally integrated precipitation in the current climate (Kang et al., 2018). The ITCZ has an important impact on the Earth's climate. In the tropics, the ITCZ modulates cyclone genesis and the convective initiation of the Madden-Julian Oscillation (Wang & Magnusdottir, 2006;Zelinsky et al., 2019). The ITCZ also interacts with subtropical circulations and monsoon systems through the Hadley cell (Song et al., 2018;Watt-Meyer & Frierson, 2019;Zhou et al., 2019). The onset of the boreal summer monsoon is triggered by the annual northward shift of the ITCZ (Geen et al., 2020;Linsley et al., 1994). Except for the seasonal cycle variation, extreme interannual northward shift of the ITCZ may lead to severe droughts through circulation and precipitation changes (Weller et al., 2014). Since changes in the position and structure of the ITCZ affect the tropical and extratropical climate on various time scales (Mukherjee et al., 2017), it is essen tial to understand how it responses to climate change.Previous studies have investigated how the ITCZ changes in a warming climate. Satellite observations and reanalysis data suggest that the ITCZ in the Atlantic and Pacific oceans has narrowed and strengthened in recent