Sensitivity analysis in Earth observation modelling

by Petropoulos, George P. Srivastava, Prashant K.

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Title Statements

Full title :Sensitivity analysis in Earth observation modelling / 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).

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 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.

Edition Statements

Publication Date:©2017

Publication Statements

Publisher(s):Elsevier
Place of Publication:Amsterdam
Language:eng
Publication Date:©2017

The Physical Object

Description:xxiii, 422 pages : : illustrations (some color), color maps ; : 24 cm

Edition Identifiers

ISBN:0128030119, 9780128030110
oclc:ocn949749831
LC Classification:QE33.2.R4
Dewey Decimal:550.285

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.