In the southeastern United States, pine plantations serve as critical components of the forestry economy, predominantly managed through intensive site preparation techniques designed to enhance tree growth and accelerate harvest cycles. These plantations often employ soil bed construction to improve drainage and the application of herbicides to mitigate competition from weeds and woody shrubs. While earlier studies have documented that such interventions yield promising early growth in pine species such as slash pine (Pinus elliottii) and loblolly pine (Pinus taeda), the long-term efficacy of these practices remains ambiguous, necessitating comprehensive longitudinal research to unravel their sustained impact on forest productivity. Addressing this knowledge gap, a recent extensive study conducted in the Lower Coastal Plain of North Florida monitored pine plantations for up to 27 years, offering unprecedented insights into how various site preparation strategies influence extended growth trajectories and timber yield.