Data assimilation
Combination of a forecast (background) Tb with
observations To to give a “best” estimate of the true
state of the atmosphere (analysis) Ta.
We need information about the errors:
We can now use the analysis as initial conditions for the
next forecast, get new a new observation, and repeat,
this is called the “analysis cycle”.