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Rainfall amount and intensity are increasing under anthropogenic climate change, but many instrument records span less than a century. The oxygen isotopic composition of tree‐ring cellulose (δ¹⁸O_cell) reflects local source water, climate, and tree physiology. The patterns of δ¹⁸O_cellwithin tree‐rings has the potential to extend pre‐instrument climate records with subannual resolution, but the influences on intra‐ring δ¹⁸O_cellprofiles are unexplored in many settings. In this study, high‐resolution δ¹⁸O_cellprofiles were analyzed on three longleaf pine trees growing in a native savanna in Louisiana, United States. The time series covers a wide range of rainfall conditions from 2001 to 2008 C.E. with a total of 421 δ¹⁸O_cellanalyses. The δ¹⁸O_cellvalues for individual years are well correlated with each other both within and between trees (r = 0.71–0.78). We used principal components analysis andk‐means clustering to differentiate δ¹⁸O_cellprofiles into two groupings: symmetrical δ¹⁸O_cellprofiles versus asymmetrical profiles that have depressed latewood δ¹⁸O_cellvalues. The slope of latewood δ¹⁸O_cellprofiles and mean δ¹⁸O_cellvalues of latewood tissue correlate with total June‐November precipitation. We hypothesize that poorly drained soils in the study area mediate the influence of any individual storm event: in dry years,¹⁸O‐depleted signals from convective storms are moderated by subsequent evaporative enrichment of standing water, whereas in wet years, increased humidity and frequent re‐supply of¹⁸O‐depleted water overrides evaporative enrichment effects, resulting in low δ¹⁸O_cellof latewood. These results suggest that δ¹⁸O_cellproxies for tropical storm occurrence need to account for soil conditions at the site of tree growth.