Toy temperature analysis cycle (Kalman
Filter)
Forecasting phase, from ti to ti+1:
So that we can predict the forecast
error variance
Now we can compute the optimal weight (KF or Var, whichever
form is more convenient, since they are equivalent):
Forecast error:
(The forecast error variance comes
from the analysis and model errors)