中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Comparison of four methods for spatial interpolation of estimated atmospheric nitrogen deposition in South China

文献类型:期刊论文

作者Linglu Qu;  Huayun Xiao;  Nengjian Zheng;  Zhongyi Zhang;  Yu Xu
刊名Environmental Science and Pollution Research
出版日期2017
卷号24期号:3页码:2578-2588
关键词Estimated n Deposition moss Biomonitoring spatial Distribution interpolation cross-validation
英文摘要

Spatial interpolation methods have been applied in many environmental research studies. However, it is still a controversial issue to select an appropriate interpolation method for the conversion of discrete sampling sites into continuous maps. This study aimed at selecting an optimal interpolation method to analyze the spatial pattern of atmospheric N deposition in South China. N deposition was calculated by 259 moss sample data. Four spatial interpolation methods, including inverse distance weighting (IDW), radial basis function (RBF), ordinary kriging (OK), and universal kriging (UK), were utilized for modeling the spatial distribution of N deposition. It is the first time that these methods were applied to analyze N deposition in South China. Validation method was used to evaluate the interpolation precision of the various methods, and the cross-validation method was used to evaluate their interpolation accuracy. Comparison of predicted values with measured values indicated that OK was the optimal method for analyzing the spatial distribution of N deposition in this study; it had the highest precision (mean error (ME) = -0.059, root-mean-square error (RMSE) = 5.240, mean relative error (MRE) = 0.129, mean absolute error (MAE) = 4.007) and the lowest uncertainties (standard deviation (SD) = 5.47, coefficient of variation (CV) = 0.15). RBF produced similar results as good as OK, while the worst performed interpolation method was UK. By using the OK method for analyzing N deposition, this work revealed systematic temporal and spatial variations in atmospheric N deposition in South China.

语种英语
源URL[http://ir.gyig.ac.cn/handle/42920512-1/8185]  
专题地球化学研究所_环境地球化学国家重点实验室
作者单位1.State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Science, Guiyang 550081, China
2.University of Chinese Academy of Sciences, Beijing 100049, China
推荐引用方式
GB/T 7714
Linglu Qu;Huayun Xiao;Nengjian Zheng;Zhongyi Zhang;Yu Xu. Comparison of four methods for spatial interpolation of estimated atmospheric nitrogen deposition in South China[J]. Environmental Science and Pollution Research,2017,24(3):2578-2588.
APA Linglu Qu;Huayun Xiao;Nengjian Zheng;Zhongyi Zhang;Yu Xu.(2017).Comparison of four methods for spatial interpolation of estimated atmospheric nitrogen deposition in South China.Environmental Science and Pollution Research,24(3),2578-2588.
MLA Linglu Qu;Huayun Xiao;Nengjian Zheng;Zhongyi Zhang;Yu Xu."Comparison of four methods for spatial interpolation of estimated atmospheric nitrogen deposition in South China".Environmental Science and Pollution Research 24.3(2017):2578-2588.

入库方式: OAI收割

来源:地球化学研究所

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