Data assimilation is theoretically founded on probability, statistics, control theory, information theory, linear algebra, and functional analysis. At the same time, data assimilation is a very practical subject, given its goal of estimating the posterior probability density fun…
Data assimilation is theoretically founded on probability, statistics, control theory, information theory, linear algebra, and functional analysis. At the same time, data assimilation is a very practical subject, given its goal of estimating the posterior probability density fun…
"Data assimilation includes two main components: simulation model and data. The simulation model is defined as a mathematical/numerical system that can simulate an event or a process. In most typical setting the simulation model is a prediction model based on partial differentia…