This study advances flood risk science by introducing a high-resolution, probabilistic framework that integrates coastal and fluvial dynamics through continuous modelling, moving beyond traditional deterministic “100-year flood” approaches. Quantifying Expected Annual Flooded Area (EAFA) and identifying critical sea-level rise thresholds provides actionable insights for more accurate, climate-informed flood risk assessment and spatial planning in vulnerable coastal regions.