Arid
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)
ISSN2469-8814
出版年2014
页码1137-1142
EISBN978-1-4799-5151-2
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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