Surface modelling of soil pH

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	Surface modelling of soil pH
	Yue, Tianxiang; Liu, Jiyuan(刘纪远); Shi, Wenjiao
刊名	GEODERMA
	2009
卷号	150 期号:1-2 页码:113-119
关键词	HASM Interpolation accuracy Soil properties Validation
通讯作者	Liu JY
中文摘要	In addition to classical methods, namely kriging, Inverse Distance Weighting (IDW) and splines, which have been frequently used for interpolating the spatial patterns of soil properties, a relatively more accurate surface modelling technique is being developed in recent years, namely high accuracy surface modelling (HASM). It has been used in the numerical tests, DEM construction and the interpolation of climate and ecosystem changes. In this paper, HASM was applied to interpolate soil pH for assessing its feasibility of soil property interpolation in a red soil region of Jiangxi Province, China. Soil pH was measured on 150 samples of topsoil (0-20 cm) for the interpolation and comparing the performance of HASM, kriging. IDW and splines. The mean errors (MEs) of interpolations indicate little bias of interpolation for soil pH by the four techniques. HASM has less mean absolute error (MAE) and root mean square error (RMSE) than kriging, IDW and splines. HASM is still the most accurate one when we use the mean rank and the standard deviation of the ranks to avoid the outlier effects in assessing the prediction performance of the four methods. Therefore, HASM can be considered as an alternative and accurate method for interpolating soil properties. Further researches of HASM are needed to combine HASM with ancillary variables to improve the interpolation performance and develop a user-friendly algorithm that can be implemented in a GIS package. (C) 2009 Elsevier B.V. All rights reserved.
学科主题	Soil Science
收录类别	SCI
资助信息	Ministry of Science and Technology of the People's Republic of China [2006BAC08B04, 2006DFB919201]; Chinese Academy of Science [KZCX2-YW-429]; State Key Laboratory of Resources and Environment Information System [081105]
公开日期	2011-05-27
内容类型	期刊论文
源URL	[http://ir.igsnrr.ac.cn/handle/311030/3165]
专题	地理科学与资源研究所_专家文献库
推荐引用方式 GB/T 7714	Yue, Tianxiang,Liu, Jiyuan,Shi, Wenjiao. Surface modelling of soil pH[J]. GEODERMA,2009,150(1-2):113-119.
APA	Yue, Tianxiang,Liu, Jiyuan,&Shi, Wenjiao.(2009).Surface modelling of soil pH.GEODERMA,150(1-2),113-119.
MLA	Yue, Tianxiang,et al."Surface modelling of soil pH".GEODERMA 150.1-2(2009):113-119.