History of assimilation methods
Use the information contained in some a priori estimate of the atmospheric state
- Climatology, numerical forecast
Direct insertion
- replace the value of the background field by the observed value
Cressman analysis
- spread the information from the observations by introducing weights that are a function of the distance between the observation and the gridpoint
Successive corrections (ref.: Daley, 1991)