Observation operators
Inversion problem
- Example: retrieve a temperature and humidity profile from radiance observations
Ill-posed problem
- inversion algorithms used to obtain retrievals of atmospheric variables need to use a background field that fills in the unobserved component
- Resulting retrievals reflect the characteristics of this reference state (e.g., climatology)
1D-Var: inversion using a model forecast