Ocean Modeling Discussion

Hi, I am going to do ocean data assimilation, and I have ocean surface observation data with latitude and longitude information. Now I want to interplate the observations to model horizontal [lat lon] girds. So my question is, which method should I use to interplate the observations to the model ...