The supplementary materials include figures S1 to S14, which provide additional details and analysis supporting the main findings of the study on the intensification of daily tropical precipitation extremes from more organized convection. Figure S1 shows the scales of convective organization measured by $ I_{org} $, with cumulative distribution functions (CDFs) of nearest neighbor distances of convective clusters for one-day snapshots over the whole tropics from IMERG 2020, ICON A/O, and ICON A, 2020. Figure S2 presents observed precipitation-related and organization-related statistics sorted by organization, showing the deseasonalized precipitation amounts, area, number, and size of convective clusters as a function of mean quantiles of the deseasonalized convective organization $ \delta I_{org} $. Figures S3 further illustrates the number and size of convective clusters sorted by organization for different datasets. Figure S4 shows the correlation coefficients between convective organization and daily precipitation extremes, including correlations with extreme precipitation, mean precipitation, total number, and mean size of convective objects. Figure S5 displays the spatial distribution of precipitation and convective clusters over the tropics. Figure S6 examines the resolution dependence of the relationship between daily precipitation extremes and organization. Figure S7 compares changes in organization with changes in mean precipitation. Figure S8 shows the monthly variability in mean organization versus monthly variability in daily extreme precipitation. Figure S9 illustrates changes in dry area and organization-related statistics with warming. Figure S10 depicts the impact of organization on the dynamics of precipitation extremes, including time evolution of convective organization and precipitation intensity. Figure S11 shows the relationship between convective organization and tropospheric stability. Figure S12 presents mean sea surface temperature distributions from OISST and three ICON A/O simulations. Figure S13 compares daily variations of organization calculated using precipitation data and outgoing longwave radiation, as well as changes in monthly mean organization and daily precipitation extremes. Figure S14 provides snapshots of daily precipitation distribution and identified convective clusters over a tropical ocean area, along with convective organization metrics.The supplementary materials include figures S1 to S14, which provide additional details and analysis supporting the main findings of the study on the intensification of daily tropical precipitation extremes from more organized convection. Figure S1 shows the scales of convective organization measured by $ I_{org} $, with cumulative distribution functions (CDFs) of nearest neighbor distances of convective clusters for one-day snapshots over the whole tropics from IMERG 2020, ICON A/O, and ICON A, 2020. Figure S2 presents observed precipitation-related and organization-related statistics sorted by organization, showing the deseasonalized precipitation amounts, area, number, and size of convective clusters as a function of mean quantiles of the deseasonalized convective organization $ \delta I_{org} $. Figures S3 further illustrates the number and size of convective clusters sorted by organization for different datasets. Figure S4 shows the correlation coefficients between convective organization and daily precipitation extremes, including correlations with extreme precipitation, mean precipitation, total number, and mean size of convective objects. Figure S5 displays the spatial distribution of precipitation and convective clusters over the tropics. Figure S6 examines the resolution dependence of the relationship between daily precipitation extremes and organization. Figure S7 compares changes in organization with changes in mean precipitation. Figure S8 shows the monthly variability in mean organization versus monthly variability in daily extreme precipitation. Figure S9 illustrates changes in dry area and organization-related statistics with warming. Figure S10 depicts the impact of organization on the dynamics of precipitation extremes, including time evolution of convective organization and precipitation intensity. Figure S11 shows the relationship between convective organization and tropospheric stability. Figure S12 presents mean sea surface temperature distributions from OISST and three ICON A/O simulations. Figure S13 compares daily variations of organization calculated using precipitation data and outgoing longwave radiation, as well as changes in monthly mean organization and daily precipitation extremes. Figure S14 provides snapshots of daily precipitation distribution and identified convective clusters over a tropical ocean area, along with convective organization metrics.