Sensitivity Analysis in Remote Sensing

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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Ustinov, Eugene A. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:SpringerBriefs in Earth Sciences,
Temas:
Physical geography.
Mathematical physics.
Geographic information systems.
Mathematical models.
Signal processing.
Earth System Sciences.
Mathematical Physics.
Geographical Information System.
Mathematical Modeling and Industrial Mathematics.
Mathematical Methods in Physics.
Signal, Speech and Image Processing .
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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