“…One core idea that has made significant headway in the community is that MJO precipitation is regulated primarily by atmospheric moisture, often referred to as moisture mode theory (Adames & Kim, 2016;Raymond & Fuchs, 2009;Sobel & Maloney, 2012, 2013Yu & Neelin, 1994). Adopting this framework, many studies have found that anomalous column-integrated horizontal moist static energy (MSE) or moisture advection is crucial to the systematic eastward propagation of the MJO (e.g., Adames & Wallace, 2015;Andersen & Kuang, 2012;Benedict et al, 2015;Cai et al, 2013;Chikira, 2014;Hsu & Li, 2012;Jiang, 2017;Kim et al, 2014;Kim et al, 2017;Maloney, 2009;Pritchard & Bretherton, 2014), although vertical advection has also been noted for playing a role (Hsu & Li, 2012;Sobel et al, 2014;Wang et al, 2017;Yokoi & Sobel, 2015). In particular, it is the horizontal advection of the seasonal mean moisture by the MJO winds in the lower troposphere that appears to be the most important contributor to total horizontal moisture advection (Adames & Wallace, 2015;Cai et al, 2013;Chikira, 2014;Gonzalez & Jiang, 2017;Hsu & Li, 2012;Jiang, 2017;Kim, 2017;Kim et al, 2017;Nasuno et al, 2015;Wolding et al, 2016).…”