LEADER 02651nam 2200457 450 001 9910495347203321 005 20220427120850.0 010 $a981-16-4027-0 024 7 $a10.1007/978-981-16-4027-8 035 $a(CKB)4100000012000618 035 $a(DE-He213)978-981-16-4027-8 035 $a(MiAaPQ)EBC6698926 035 $a(Au-PeEL)EBL6698926 035 $a(PPN)257357270 035 $a(EXLCZ)994100000012000618 100 $a20220427d2021 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHigh accuracy surface modeling method $ethe robustness /$fNa Zhao, TianXiang Yue 205 $a1st ed. 2021. 210 $d??2021. 210 1$aGateway East, Singapore :$cSpringer,$d[2021] 215 $a1 online resource (XVIII, 187 p. 108 illus., 75 illus. in color.) 311 $a981-16-4026-2 327 $aChapter1 Research Process of the surface modeling method -- Chapter 2 Modern method of high accuracy surface modeling -- Chapter 3 Sensitivity analysis of HASM -- Chapter 4 Effect of sampling information on HASM -- Chapter 5 Efficient computation methods for HASM -- Chapter 6 Different implementations of HASM in simulating climate variables. 330 $aThis 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. 606 $aGeographic information systems 615 0$aGeographic information systems. 676 $a910.285 700 $aZhao$b Na$0938202 702 $aYue$b TianXiang 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910495347203321 996 $aHigh accuracy surface modeling method$92836900 997 $aUNINA