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Books > Earth & environment > Earth sciences > Geology & the lithosphere
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Sensitivity Analysis in Earth Observation Modelling (Paperback)
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Sensitivity Analysis in Earth Observation Modelling (Paperback)
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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.
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