As a potential greenhouse gas, water vapor accounts for 50%-75% greenhouse effect (Ravishankara, 2012). Changes of water vapor content, especially in the upper troposphere and lower stratosphere (UTLS), might contribute significantly to climate change (e.g., Dessler et al., 2013;Solomon et al., 2010). For instance, Solomon et al. (2010) showed that increasing stratospheric water vapor enhanced the global warming rate by 30% between 1980 and 2000. However, stratospheric water vapor content decreased by about 10% after the year 2000, which slow the rate of the increase of global surface temperature. Stratospheric water vapor is highly variable in space and time (Dessler et al., 2013;Hurst et al., 2011;Rosenlof et al., 2001), and is controlled mainly by transport through the tropopause and the oxidation of stratospheric methane (Ravishankara, 2012). Vertical transport of overshooting convection (OTC) is an important mechanism for cross-tropopause exchanges. Strong convection that overshoots the tropopause can directly transport water vapor to the stratosphere (