Numerical Regularization for Atmospheric Inverse Problems
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
Chapter 9. Two direct regularization methods
Appendix A. Analysis of continuous ill-posed problems
Appendix B. A general direct regularization method for linear problems
Appendix C. A general iterative regularization method for linear problems
Appendix D. A general direct regularization method for nonlinear problems
Appendix E. A general iterative regularization method for nonlinear problems
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