Modeling the Effect of Cold Stratification on Seed Germination Performance of Rudbeckia fulgida Aiton Using Response Surface Methodology (RSM)
2026
Türker Oğuztürk | Cem Alparslan | Merve Sipahi | Gülcay Ercan Oğuztürk | Ece Nur Topaloğlu | Şenol Bayraktar | Turan Yüksek
This study investigates the influence of varying cold stratification durations (0&ndash:165 days) on the germination performance and early seedling development of Rudbeckia fulgida. Seeds were divided into 11 groups at 15-day intervals, using a total of 1320 seeds. For each stratification duration, an equivalent number of seeds stored at room temperature served as non-stratified controls. Results demonstrated a clear and significant increase in germination percentage with longer stratification periods (Kruskal&ndash:Wallis, H = 57.03, p <: 0.001), with the highest germination observed at 135 and 165 days (96.7%). In contrast, seeds kept at room temperature exhibited low and inconsistent germination. Strong positive correlations were detected between stratification duration and both germination percentage (r = 0.914) and post-stratification seed weight (r = 0.419). Furthermore, a Response Surface Methodology (RSM) model was developed to predict germination behavior, achieving an exceptionally high 99% predictive accuracy. The RSM analysis confirmed that cold stratification duration is the dominant factor shaping germination responses in Rudbeckia fulgida Aiton. Overall, the study demonstrates that cold stratification is essential for breaking seed dormancy in R. fulgida, substantially improving propagation efficiency and offering valuable insights for nursery production, landscape practices, and restoration ecology.
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