Surface modelling of soil pH
文献类型：SCI/SSCI论文
| 作者 | Shi W. J. ; Liu J. Y. ; Du Z. P. ; Song Y. J. ; Chen C. F. ; Yue T. X. |
| 发表日期 | 2009 |
| 关键词 | HASM Interpolation accuracy Soil properties Validation spatial prediction methods interpolation methods fertility management map quality regression salinity geostatistics performance attributes |
| 英文摘要 | 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. |
| 出处 | Geoderma |
| 卷 | 150 |
| 期 | 1-2 |
| 页 | 113-119 |
| 收录类别 | SCI |
| ISSN号 | 0016-7061 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/23081]  |
| 专题 | 地理科学与资源研究所_历年回溯文献 |
| 推荐引用方式 GB/T 7714 | Shi W. J.,Liu J. Y.,Du Z. P.,et al. Surface modelling of soil pH. 2009. |
入库方式： OAI收割
来源：地理科学与资源研究所
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