Prof Keith Davidson will discuss the HAB early warning system jointly developed in Scotland and Malaysia. Dr Hoa Nguyen will introduce a modelling approach to investigate the increasing HABs along Vietnam’s coast over the past decade, considering the scarcity of in situ monitoring data and limited computing resources.