Knowledge Resource Center for Ecological Environment in Arid Area
Study On Parameter Calibration Strategy For Water Balance Model In Arid Areas | |
Fu, Xiaojie1; Liao, Weihong1; Guo, Xuning1; Jiang, Yunzhong1; Liu, Mengtai2 | |
通讯作者 | Liao, Weihong |
会议名称 | 10th International Conference on Natural Computation (ICNC) |
会议日期 | AUG 19-21, 2014 |
会议地点 | Xiamen, PEOPLES R CHINA |
英文摘要 | A water balance model A water balance model is developed for arid regions in this study. The partition calibration strategy is also proposed for calibrating model parameters such as river loss coefficients and irrigation return water coefficients by adopting the method of the modified dynamically dimensioned search algorithm (MDDS). The conditional probability and Bayesian statistics are employed to demonstrate the theoretical rationality of partition calibration strategy. The case study in the Kaidu River Basin of Xinjiang Uyghur Autonomous Region has verified it in its application. According to the model results of Yanqi and Baolangsumu hydrological stations, the partition calibration strategy is superior to the whole regional calibration in terms of parameters number, computing time and Nash efficient coefficients. Therefore, the partition calibration strategy is suggested to be applied to these areas with the obvious advantages of sub-partition computing units and parameter distribution. |
英文关键词 | calibration strategy conditional probability Bayesian statistics water balance model arid area |
来源出版物 | 2014 10TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC) |
ISSN | 2469-8814 |
出版年 | 2014 |
页码 | 1137-1142 |
EISBN | 978-1-4799-5151-2 |
出版者 | IEEE |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | Peoples R China |
收录类别 | CPCI-S |
WOS记录号 | WOS:000393406200202 |
WOS类目 | Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods |
WOS研究方向 | Computer Science |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/302367 |
作者单位 | 1.China Inst Water Resources & Hydropower Res, Beijing, Peoples R China; 2.Beijing Univ Technol, Coll Architecture & Civil Engn, Beijing, Peoples R China |
推荐引用方式 GB/T 7714 | Fu, Xiaojie,Liao, Weihong,Guo, Xuning,et al. Study On Parameter Calibration Strategy For Water Balance Model In Arid Areas[C]:IEEE,2014:1137-1142. |
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