Sensitivity Analysis in Remote Sensing - Ustinov, Eugene A.; SpringerLink (Online service) (Cham : Springer International Publishing : Imprint: Springer, 2015)
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.
Keywords: Physical geography; Mathematical physics; Remote sensing; Mathematical models; Physics; Signal processing; Image processing; Speech processing systems; 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