Evaluation of a Mesoscale Coupled Ocean‐Atmosphere Configuration for Tropical Cyclone Forecasting in the South West Indian Ocean Basin

Abstract

AbstractThe performance in term of tropical cyclone track and intensity prediction of the new coupled ocean‐atmosphere system based on the operational atmospheric model AROME‐Indian Ocean and the ocean model NEMO is assessed against that of the current operational configuration in the case of seven recent tropical cyclones. Five different configurations of the forecast system are evaluated: two with the coupled system, two with an ocean mixed layer parameterization and one with a constant sea surface temperature. For each ocean‐atmosphere coupling option, one is initialized directly with the MERCATOR‐Ocean PSY4 product as in the current operational configuration and the other with the ocean state that is cycled in the AROME‐NEMO coupled suite since a few days before the cyclone intensification. The results show that the coupling with NEMO generally improves the intensity of cyclones in AROME‐IO, reducing the mean intensity bias of the 72 hr forecast of about 10 hPa. However, the impact is especially significant when the TCs encounter a slow propagation phase. For short‐term forecasts (less than 36 hr), the presence of a cooling in the initial state that has been triggered by the AROME high‐resolution cyclonic winds in a previous coupled forecast already improves the tropical cyclone intensity bias of 2–3 hPa for both coupled or uncoupled configurations.