Data assimilation in support of tropical ocean circulation studies

Data assimilation efforts in the tropics encompass initialization experiments, observing system simulation experiments, estimation of model parameters, and real-time analyses for the tropical Pacific Ocean. The data that are most frequently assimilated are observations of the vertical structure of temperature and sea level height. The principal influence of the assimilated data is to eliminate systematic biases in the model temperature fields.