A convergence criterion for a high accuracy surface modelling method
文献类型:SCI/SSCI论文
作者 | Zhao N.; Yue, T. X.; Zhang, XZ; Zhang, XZ; Wang, HM; Wang, XH; Li, Y; Li, Y; He, HL |
发表日期 | 2016 |
关键词 | Surface modelling method HASM Convergence criterion Accuracy spatial interpolation climate-change precipitation temperature rainfall basin |
英文摘要 | Recently, a new surface modelling method, High Accuracy Surface Modelling (HASM), is developed to give a relatively more accurate result than other classical methods. However, in the absence of a common convergence criterion, further applications of HASM have been limited. In this paper, we propose a convergence criterion for HASM which is based on the theoretical basis of it, allowing one to reliably determine a good termination point for the iterations. We then use numerical experiments and real-world applications to test the performance of this stopping criterion. Results show that the simulation accuracy is much improved and a convergence solution for HASM is obtained. In addition, for end-users, this criterion gives a quantitative indicator for the stopping rule of HASM and further makes HASM widely accepted by the general public. (C) 2016 Elsevier Inc. All rights reserved. |
出处 | Applied Mathematical Modelling |
卷 | 40 |
期 | 21-22 |
页 | 9615-9623 |
收录类别 | SCI |
语种 | 英语 |
ISSN号 | 0307-904X |
源URL | [http://ir.igsnrr.ac.cn/handle/311030/43935] |
专题 | 生态系统网络观测与模拟院重点实验室_生态网络实验室 |
推荐引用方式 GB/T 7714 | Zhao N.,Yue, T. X.,Zhang, XZ,et al. A convergence criterion for a high accuracy surface modelling method. 2016. |
入库方式: OAI收割
来源:地理科学与资源研究所
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