In recent decades, floods have accounted for billions of dollars in economic damage and hundreds of lives lost annually in the U.S. (Downton et al., 2005). Therefore, it is of both scientific and public interest to understand how and why flood frequency, magnitude, and timing have changed in recent decades. Where flood changes have occurred, the causes may be either anthropogenic or natural (Berghuijs et al., 2014). For example, Blum et al. (2020) found that annual maximum flood magnitudes increased by 3.3%, on average, for each percentage point increase in impervious cover. Furthermore, climate change is increasing the intensity and variability of rainfall extremes globally (