High accuracy surface modeling method [electronic resource] : the robustness / Na Zhao, TianXiang Yue.

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High accuracy surface modeling method [electronic resource] : the robustness / Na Zhao, TianXiang Yue.

9789811640278 (electronic bk.)
9811640270 (electronic bk.)
9811640262
9789811640261

Singapore : Springer, 2021.

English

1 online resource

10.1007/978-981-16-4027-8 doi

G70.217.G46

910.285

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.

Includes bibliographical references.

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Online resource; title from PDF title page (SpringerLink, viewed August 23, 2021).

Print version: 9789811640261

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