Parameter estimation using an ensemble smoother: the effect of the circulation in biological estimation
An ensemble smoother is used to estimate the initial conditions and mortality rates for a spatially explicit model of Alexandrium fundyense. The data assimilation procedure is effective at reducing model-data misfit in this strong constraint problem formulation. The skill of this estimation procedure is assessed through cross-validation. The estimation is carried out with three different … Read more