Abstract Understanding precipitation is essential for quantifying weather and climate-related risks. Changes in climatology are typically based on independent analysis of frequency intensity. Here we show that where it rains more often, also harder. When grouping global reanalysis data observations from the past 40 years into regions similar wet-day frequency, regardless geographical separation...