This dataset contains time-course data on the progression of leaf senescence in the rosettes of 324 natural accessions of Arabidopsis thaliana. The senescence process was monitored over 28 distinct time points under controlled environmental conditions. Each time point captures the state of leaf senescence for the entire rosette, providing detailed insights into the variation of senescence patterns among the different accessions.