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Global sensitivity and uncertainty analysis of the VIP ecosystem model with an expanded soil nitrogen module for winter wheat-summer maize rotation system in the North China Plain
He, Lihong1,2; Mo, Xingguo1,2,3; Hu, Shi1; Liu, Suxia1,2,3
2021-10-01
Source PublicationPEDOSPHERE
ISSN1002-0160
Volume31Issue:5Pages:822-838
Corresponding AuthorMo, Xingguo(moxg@igsnrr.ac.cn)
AbstractAccurately simulating the soil nitrogen (N) cycle is crucial for assessing food security and resource utilization efficiency. The accuracy of model predictions relies heavily on model parameterization. The sensitivity and uncertainty of the simulations of soil N cycle of winter wheat-summer maize rotation system in the North China Plain (NCP) to the parameters were analyzed. First, the N module in the Vegetation Interface Processes (VIP) model was expanded to capture the dynamics of soil N cycle calibrated with field measurements in three ecological stations from 2000 to 2015. Second, the Morris and Sobol' algorithms were adopted to identify the sensitive parameters that impact soil nitrate stock, denitrification rate, and ammonia volatilization rate. Finally, the shuffled complex evolution developed at the University of Arizona (SCE-UA) algorithm was used to optimize the selected sensitive parameters to improve prediction accuracy. The results showed that the sensitive parameters related to soil nitrate stock included the potential nitrification rate, Michaelis constant, microbial C/N ratio, and slow humus C/N ratio, the sensitive parameters related to denitrification rate were the potential denitrification rate, Michaelis constant, and N2O production rate, and the sensitive parameters related to ammonia volatilization rate included the coefficient of ammonia volatilization exchange and potential nitrification rate. Based on the optimized parameters, prediction efficiency was notably increased with the highest coefficient of determination being approximately 0.8. Moreover, the average relative interval length at the 95% confidence level for soil nitrate stock, denitrification rate, and ammonia volatilization rate were 11.92, 0.008, and 4.26, respectively, and the percentages of coverage of the measured values in the 95% confidence interval were 68%, 86%, and 92%, respectively. By identifying sensitive parameters related to soil N, the expanded VIP model optimized by the SCE-UA algorithm can effectively simulate the dynamics of soil nitrate stock, denitrification rate, and ammonia volatilization rate in the NCP.
Keywordammonia volatilization denitrification rate global sensitivity analyses shuffled complex evolution developed at the University of Arizona (SCE-UA) algorithm vegetation interface processes model
DOI10.1016/S1002-0160(20)60048-0
WOS KeywordDOUBLE CROPPING SYSTEM ; AMMONIA VOLATILIZATION ; MANAGEMENT-PRACTICES ; WATER PRODUCTIVITY ; USE EFFICIENCIES ; CALIBRATION ; SIMULATION ; NITRATE ; YIELD ; DENITRIFICATION
Indexed BySCI
Language英语
Funding ProjectNational Natural Science Foundations of China[41790424] ; National Natural Science Foundations of China[41471026]
Funding OrganizationNational Natural Science Foundations of China
WOS Research AreaAgriculture
WOS SubjectSoil Science
WOS IDWOS:000671191300015
PublisherSCIENCE PRESS
Citation statistics
Document Type期刊论文
Identifierhttp://ir.igsnrr.ac.cn/handle/311030/163826
Collection中国科学院地理科学与资源研究所
Corresponding AuthorMo, Xingguo
Affiliation1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing 100101, Peoples R China
2.Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
3.Univ Chinese Acad Sci, Sino Danish Ctr, Beijing 100049, Peoples R China
Recommended Citation
GB/T 7714
He, Lihong,Mo, Xingguo,Hu, Shi,et al. Global sensitivity and uncertainty analysis of the VIP ecosystem model with an expanded soil nitrogen module for winter wheat-summer maize rotation system in the North China Plain[J]. PEDOSPHERE,2021,31(5):822-838.
APA He, Lihong,Mo, Xingguo,Hu, Shi,&Liu, Suxia.(2021).Global sensitivity and uncertainty analysis of the VIP ecosystem model with an expanded soil nitrogen module for winter wheat-summer maize rotation system in the North China Plain.PEDOSPHERE,31(5),822-838.
MLA He, Lihong,et al."Global sensitivity and uncertainty analysis of the VIP ecosystem model with an expanded soil nitrogen module for winter wheat-summer maize rotation system in the North China Plain".PEDOSPHERE 31.5(2021):822-838.
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