Sensitivity Analysis in Earth Observation Modelling (2016, E-book) by download ebook DOC, PDF
9780128030318 English 0128030313 Sensitivity Analysis In Earth Observation Modelling, Sensitivity Analysis In Earth Observation Modelling highlights the state-of-the-art in ongoing research investigations and new applications of sensitivity analysis, particularly in the field of earth observation modelling. In this framework, original works concerned with the development or exploitation of diverse methods applied to different types of earth observation data or earth observation-based modelling approaches are included. An overview of sensitivity analysis methods principles is provided first, followed by examples of applications and case studies of different sensitivity analysis / uncertainty analysis implementation methods covering all spectrum of sensitivity analysis techniques implementation including operational products. Finally, the book closes outlining challenges and future prospects implementation in earth observation -modelling. Information provided in this book is of practical value to readers looking to understand the principles of sensitivity analysis in earth observation modeling, the level of scientific maturity in this field so far, and where the main limitations or challenges are in terms of improving our ability to implement correctly such approaches in a wide range of applications. Readers will also be informed on the implementation of uncertainty/sensitivity analysis on operational products available at present, on a global or continental scale. All this information is vital in the selection process of the most appropriate sensitivity analysis method to implement. Outlines challenges and future prospects of sensitivity analysis implementation in earth observation modelling, providing readers with a roadmap on which future efforts should be directed Includes case studies with applications from different regions around the globe, helping readers to explore strengths and weaknesses of the different methods when implemented in earth observation modelling studies Presents a step-by-step guide, providing the principles of each method followed by the application of variants, making the reference easy to use and follow, Sensitivity Analysis in Earth Observation Modeling highlights the state-of-the-art in ongoing research investigations and new applications of sensitivity analysis in earth observation modeling. In this framework, original works concerned with the development or exploitation of diverse methods applied to different types of earth observation data or earth observation-based modeling approaches are included. An overview of sensitivity analysis methods and principles is provided first, followed by examples of applications and case studies of different sensitivity/uncertainty analysis implementation methods, covering the full spectrum of sensitivity analysis techniques, including operational products. Finally, the book outlines challenges and future prospects for implementation in earth observation modeling. Information provided in this book is of practical value to readers looking to understand the principles of sensitivity analysis in earth observation modeling, the level of scientific maturity in the field, and where the main limitations or challenges are in terms of improving our ability to implement such approaches in a wide range of applications. Readers will also be informed on the implementation of sensitivity/uncertainty analysis on operational products available at present, on global and continental scales. All of this information is vital in the selection process of the most appropriate sensitivity analysis method to implement. Outlines challenges and future prospects of sensitivity analysis implementation in earth observation modeling Provides readers with a roadmap for directing future efforts Includes case studies with applications from different regions around the globe, helping readers to explore strengths and weaknesses of the different methods in earth observation modeling Presents a step-by-step guide, providing the principles of each method followed by the application of variants, making the reference easy to use and follow
9780128030318 English 0128030313 Sensitivity Analysis In Earth Observation Modelling, Sensitivity Analysis In Earth Observation Modelling highlights the state-of-the-art in ongoing research investigations and new applications of sensitivity analysis, particularly in the field of earth observation modelling. In this framework, original works concerned with the development or exploitation of diverse methods applied to different types of earth observation data or earth observation-based modelling approaches are included. An overview of sensitivity analysis methods principles is provided first, followed by examples of applications and case studies of different sensitivity analysis / uncertainty analysis implementation methods covering all spectrum of sensitivity analysis techniques implementation including operational products. Finally, the book closes outlining challenges and future prospects implementation in earth observation -modelling. Information provided in this book is of practical value to readers looking to understand the principles of sensitivity analysis in earth observation modeling, the level of scientific maturity in this field so far, and where the main limitations or challenges are in terms of improving our ability to implement correctly such approaches in a wide range of applications. Readers will also be informed on the implementation of uncertainty/sensitivity analysis on operational products available at present, on a global or continental scale. All this information is vital in the selection process of the most appropriate sensitivity analysis method to implement. Outlines challenges and future prospects of sensitivity analysis implementation in earth observation modelling, providing readers with a roadmap on which future efforts should be directed Includes case studies with applications from different regions around the globe, helping readers to explore strengths and weaknesses of the different methods when implemented in earth observation modelling studies Presents a step-by-step guide, providing the principles of each method followed by the application of variants, making the reference easy to use and follow, Sensitivity Analysis in Earth Observation Modeling highlights the state-of-the-art in ongoing research investigations and new applications of sensitivity analysis in earth observation modeling. In this framework, original works concerned with the development or exploitation of diverse methods applied to different types of earth observation data or earth observation-based modeling approaches are included. An overview of sensitivity analysis methods and principles is provided first, followed by examples of applications and case studies of different sensitivity/uncertainty analysis implementation methods, covering the full spectrum of sensitivity analysis techniques, including operational products. Finally, the book outlines challenges and future prospects for implementation in earth observation modeling. Information provided in this book is of practical value to readers looking to understand the principles of sensitivity analysis in earth observation modeling, the level of scientific maturity in the field, and where the main limitations or challenges are in terms of improving our ability to implement such approaches in a wide range of applications. Readers will also be informed on the implementation of sensitivity/uncertainty analysis on operational products available at present, on global and continental scales. All of this information is vital in the selection process of the most appropriate sensitivity analysis method to implement. Outlines challenges and future prospects of sensitivity analysis implementation in earth observation modeling Provides readers with a roadmap for directing future efforts Includes case studies with applications from different regions around the globe, helping readers to explore strengths and weaknesses of the different methods in earth observation modeling Presents a step-by-step guide, providing the principles of each method followed by the application of variants, making the reference easy to use and follow