Difficulties of data assimilation
Take into account the relative accuracy of the background field with respect to that of the observations
- Observations accuracies differ
- Background field has a certain accuracy
Dynamical balance constraint
- Modifications to the background field upsets the internal balance of the fields
- Generates transients in the first instants of a forecast
How to define “optimal” weights