Predicting and planning airport acceptance rates in metroplex systems for improved traffic flow management decision support

•A data-driven approach for airport arrival rate prediction/planning is shown.•The framework accounts for metroplex operational interdependency aspects.•Probabilistic capacity forecasts are created with Gaussian Process regression.•An optimization approach prescribes capacity allocation and ground delays.•We discuss how incorporating robustness affects Ground Delay Program planning.