Chapter 1. Atmospheric remote sensing Chapter 2. Ill-posedness of linear problems Chapter 3. Tikhonov regularization for linear problems Chapter 4. Statistical inversion theory Chapter 5. Iterative regularization methods for linear problems Chapter 6. Tikhonov regularization for nonlinear problems Chapter 7. Iterative regularization methods for nonlinear problems Chapter 8. Total least squares