The organization of clouds plays important roles in climate and in the dynamics of large-scale tropical variability, such as the Madden-Julian Oscillation (MJO, Madden & Julian, 1994) through its impacts on radiation, surface fluxes, and environmental thermodynamic profiles (e.g., Del Genio & Chen, 2015;Tobin et al., 2012;Wolding et al., 2016). However, the precise definition of cloud organization is unclear, and the term can be used to indicate the formation of mesoscale convective systems (MCSs), the formation of tropical cyclones, self-aggregation in idealized simulations, or any nonrandom distribution of clouds (