High Accuracy Surface Modeling Method: The Robustness

This book provides an integral framework for assessing the robustness of high accuracy surface modeling (HASM) across various factors, including controls, variable definitions, standard error, algorithm structure, and functional forms. It is a valuable resource for practitioners in geographical information science, ecological informatics, geography, earth observation, and planetary surface modeling.

Format: Paperback / softback
Length: 187 pages
Publication date: 14 August 2022
Publisher: Springer Verlag, Singapore

This comprehensive book delves into the rigorous analysis of high-accuracy surface modeling methods (HASM), emphasizing their ability to deliver exceptional performance. Understanding the sensitivity and uncertainty of models is crucial for their effective applications. The primary objective of this book is to establish an integral framework for evaluating model error, capable of demonstrating robustness across diverse sets of possible controls, variable definitions, standard error, algorithm structure, and functional forms. It serves as a vital reference for the most promising numerical models in fields where uncertainty exists but transparency is highly desired. Furthermore, the book includes a concluding chapter showcasing applications in climate simulation, illustrating various implementations of HASM in surface modeling. This book is invaluable for professionals engaged in geographical information science, ecological informatics, geography, earth observation, and planetary surface modeling.

Weight: 326g
Dimension: 235 x 155 (mm)
ISBN-13: 9789811640292
Edition number: 1st ed. 2021