Sensitivity Analysis in Remote Sensing

• Κύριος συγγραφέας: Ustinov, Eugene A. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: SpringerBriefs in Earth Sciences,
• Θέματα: Earth sciences.; Physical geography.; Remote sensing.; Mathematical physics.; Mathematical models.; Physics.; Earth Sciences.; Earth System Sciences.; Mathematical Applications in the Physical Sciences.; Remote Sensing/Photogrammetry.; Mathematical Modeling and Industrial Mathematics.; Mathematical Methods in Physics.; Signal, Image and Speech Processing.

This book contains a detailed presentation of general principles of sensitivity analysis as well as their applications to sample cases of remote sensing experiments. An emphasis is made on applications of adjoint problems, because they are more efficient in many practical cases, although their formu...

Πίνακας περιεχομένων:

• 1. Introduction: Remote Sensing and Sensitivity Analysis
• 2. Sensitivity Analysis: Differential Calculus of Models
• 3. Three Approaches to Sensitivity Analysis of Models
• 4. Sensitivity Analysis of Analytic Models: Applications of Differential and Variational Calculus
• 5. Sensitivity Analysis of Analytic Models: Linearization and Adjoint Approaches
• 6. Sensitivity Analysis of Numerical Models
• 7. Sensitivity Analysis of Models with higher-Order Differential Equations
• 8. Applications of Sensitivity Analysis in Remote Sensing
• Appendix Operations with matrices and vectors
• Index.