干旱区生态环境知识资源中心(Arid): Groundwater model diagnostic calibration and uncertainty analysis using information theory

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DOI	10.1080/02626667.2024.2347974
	Groundwater model diagnostic calibration and uncertainty analysis using information theory
	Khorshidi, Mohammad Sadegh; Izady, Azizallah; Al-Maktoumi, Ali; Chen, Mingjie; Nikoo, Mohammad Reza; Gandomi, Amir H.
通讯作者	Izady, A
来源期刊	HYDROLOGICAL SCIENCES JOURNAL
ISSN	0262-6667
EISSN	2150-3435
出版年	2024
卷号	69 期号:7 页码:878-890
英文摘要	This study aims, as a first attempt, to establish a framework for multi-objective optimization diagnostic model calibration and uncertainty analysis based on information theory, including mutual information (MI) and variation of information (VI). Moreover, a global sensitivity analysis was performed using the information coefficient of correlation to determine the incremental contribution of each model parameter. The applicability of the proposed framework was tested in an arid region of Oman with complex hydrogeological conditions and hardrock-alluvial aquifer systems. The findings highlight the capability of the information theory approach to simultaneously calibrate the model and assess uncertainty, while providing valuable diagnostics for identifying areas of the model that require further refinement. Furthermore, the results indicate that the proposed framework successfully reproduced 96% of the observed data, demonstrating its ability to reduce parameter uncertainty and ensure an accurate match between the simulated and observed data.
英文关键词	diagnostic model calibration uncertainty analysis mutual information variation of information information coefficient of correlation
类型	Article
语种	英语
收录类别	SCI-E
WOS记录号	WOS:001229094900001
WOS关键词	APPROXIMATE BAYESIAN COMPUTATION ; SENSITIVITY-ANALYSIS ; QUANTIFICATION ; PERFORMANCE ; ERROR
WOS类目	Water Resources
WOS研究方向	Water Resources
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/404122
推荐引用方式 GB/T 7714	Khorshidi, Mohammad Sadegh,Izady, Azizallah,Al-Maktoumi, Ali,et al. Groundwater model diagnostic calibration and uncertainty analysis using information theory[J],2024,69(7):878-890.
APA	Khorshidi, Mohammad Sadegh,Izady, Azizallah,Al-Maktoumi, Ali,Chen, Mingjie,Nikoo, Mohammad Reza,&Gandomi, Amir H..(2024).Groundwater model diagnostic calibration and uncertainty analysis using information theory.HYDROLOGICAL SCIENCES JOURNAL,69(7),878-890.
MLA	Khorshidi, Mohammad Sadegh,et al."Groundwater model diagnostic calibration and uncertainty analysis using information theory".HYDROLOGICAL SCIENCES JOURNAL 69.7(2024):878-890.