Numerical Regularization for Atmospheric Inverse Problems

1. Remote sensing of the atmosphere
Adrian Doicu, Thomas Trautmann, Franz Schreier

2. Ill-posedness of linear problems
Adrian Doicu, Thomas Trautmann, Franz Schreier

3. Tikhonov regularization for linear problems
Adrian Doicu, Thomas Trautmann, Franz Schreier

4. Statistical inversion theory
Adrian Doicu, Thomas Trautmann, Franz Schreier

5. Iterative regularization methods for linear problems
Adrian Doicu, Thomas Trautmann, Franz Schreier

6. Tikhonov regularization for nonlinear problems
Adrian Doicu, Thomas Trautmann, Franz Schreier

7. Iterative regularization methods for nonlinear problems
Adrian Doicu, Thomas Trautmann, Franz Schreier

8. Total least squares
Adrian Doicu, Thomas Trautmann, Franz Schreier

9. Two direct regularization methods
Adrian Doicu, Thomas Trautmann, Franz Schreier

Nyckelord: Environment, Environmental Monitoring/Analysis