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Sensitivity analysis in Earth observation modelling

Author: George P Petropoulos; Prashant K Srivastava
Publisher: Amsterdam : Elsevier, [2017] ©2017
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"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  Read more...
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Document Type: Book
All Authors / Contributors: George P Petropoulos; Prashant K Srivastava
ISBN: 0128030119 9780128030110
OCLC Number: 949749831
Description: xxiii, 422 pages : illustrations (some color), color maps ; 24 cm
Contents: Introduction to SA in earth observations (EO) --
Local SA methods : case studies --
Global (or variance)-based SA methods : case studies --
Other SA methods : case studies --
Software tools in SA for EO --
Challenges and future outlook.
Responsibility: edited by George P. Petropoulos (Geography & Earth Sciences, University of Aberystwyth, Wales, United Kingdom), Prashant K. Srivastava (NASA Goddard Space Flight Center, Greenbelt, MD, United States ; Institute of Environment and Sustainable Development, Banaras Hindu University, Varanasi, Uttar Pradesh, India).

Abstract:

"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"--Back cover.

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