“…Since the work of Allen81, a number of papers have been written to further our understanding of CO in the middle atmosphere using observations and modeling (Allen et al, 2000;Garcia et al, 2007;Gunson et al, 1990;Lee et al, 2011Lee et al, , 2013Lee et al, , 2018Minschwaner et al, 2010;Ruzmaikin et al, 2014;Solomon et al, 1985). Ruzmaikin et al (2014) presented a 2-D pattern of solar cycle variation of CO. Lee et al (2018) pointed out that the model simulations underestimated the mean CO amount and solar cycle variations of CO, by a factor of 3, compared to those obtained from Microwave Limb Sounder (MLS) observations. Kane (2005) and Sitnov (2008) studied the quasi-biennial oscillation (QBO) in tropospheric CO mixing ratio and column CO, respectively.…”