High accuracy surface modeling method : the robustness /

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Bibliographic Details
Author / Creator:Zhao, Na, author.
Imprint:Singapore : Springer, 2021.
Description:1 online resource
Language:English
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/12631149
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Other authors / contributors:Yue, TianXiang, author.
ISBN:9789811640278
9811640270
9811640262
9789811640261
Notes:Includes bibliographical references.
Online resource; title from PDF title page (SpringerLink, viewed August 23, 2021).
Summary: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.
Other form:Original 9811640262 9789811640261
Standard no.:10.1007/978-981-16-4027-8