“…The initiation of deep moist convection, which we usually refer to as convection initiation (CI), dramatically affects the subsequent convective storm development and occurrence of severe weather (Markowski & Richardson, 2010). It has long been recognized that convection results from the multi‐scale coupling effects of synoptic and local circulations and underlying surfaces, such as coastlines, mountains, or urban agglomeration (Bai et al., 2021; Chen, Zhang, et al., 2016; Chen et al., 2014; Du & Chen, 2019; Rao et al., 2019; Wang et al., 2014; Wilson & Roberts, 2006). Due to the complex interactions between local surface forcings and multiple atmospheric processes, it is difficult to accurately forecast where and when convection is likely to be initiated and severe weather will occur.…”