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
文献类型：期刊论文
| 作者 | He, Lihong1,3; Mo, Xingguo1,2,3; Hu, Shi1; Liu, Suxia1,2,3 |
| 刊名 | PEDOSPHERE
 |
| 出版日期 | 2021-10-01 |
| 卷号 | 31期号:5页码:822-838 |
| 关键词 | ammonia volatilization denitrification rate global sensitivity analyses shuffled complex evolution developed at the University of Arizona (SCE-UA) algorithm vegetation interface processes model |
| ISSN号 | 1002-0160 |
| DOI | 10.1016/S1002-0160(20)60048-0 |
| 通讯作者 | Mo, Xingguo(moxg@igsnrr.ac.cn) |
| 英文摘要 | Accurately 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. |
| WOS关键词 | DOUBLE CROPPING SYSTEM ; AMMONIA VOLATILIZATION ; MANAGEMENT-PRACTICES ; WATER PRODUCTIVITY ; USE EFFICIENCIES ; CALIBRATION ; SIMULATION ; NITRATE ; YIELD ; DENITRIFICATION |
| 资助项目 | National Natural Science Foundations of China[41790424] ; National Natural Science Foundations of China[41471026] |
| WOS研究方向 | Agriculture |
| 语种 | 英语 |
| WOS记录号 | WOS:000671191300015 |
| 出版者 | SCIENCE PRESS |
| 资助机构 | National Natural Science Foundations of China |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/163825]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Mo, Xingguo |
| 作者单位 | 1.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, Sino Danish Ctr, Beijing 100049, Peoples R China 3.Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China |
| 推荐引用方式 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. |
入库方式： OAI收割
来源：地理科学与资源研究所
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