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High Accuracy Surface Modeling Method: The Robustness (Hardcover, 1st ed. 2021)
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High Accuracy Surface Modeling Method: The Robustness (Hardcover, 1st ed. 2021)
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This book focuses on the robustness analysis of high accuracy
surface modeling method (HASM) to yield good performance of it.
Understanding the sensitivity and uncertainty is important in model
applications. The book aims to advance an integral framework for
assessing model error that can demonstrate robustness across sets
of possible controls, variable definitions, standard error,
algorithm structure, and functional forms. It is an essential
reference to the most promising numerical models. In areas where
there is less certainty about models, but also high expectations of
transparency, robustness analysis should aspire to be as broad as
possible. This book also contains a chapter at the end featuring
applications in climate simulation illustrating different
implementations of HASM in surface modeling. The book is helpful
for people involved in geographical information science, ecological
informatics, geography, earth observation, and planetary surface
modeling.
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