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Numerical Regularization for Atmospheric Inverse Problems (Environmental Sciences)
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Table of Contents

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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