Spatial Interpolation of Soil Texture Using Compositional Kriging and Regression Kriging with Consideration of the Characteristics of Compositional Data and Environment Variables

Spatial Interpolation of Soil Texture Using Compositional Kriging and Regression Kriging with Consideration of the Characteristics of Compositional Data and Environment Variables

The spatial interpolation for soil texture does not necessarily satisfy the constant sum and nonnegativity constraints. Meanwhile, although numeric and categorical variables have been used as auxiliary variables to improve prediction accuracy of soil attributes such as soil organic matter, they (esp...

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Bibliographic Details
Main Authors: Shi-wen ZHANG, Chong-yang SHEN, Xiao-yang CHEN, Hui-chun YE, Yuan-fang HUANG, Shuang LAI
Format: Article
Language:English
Published: Elsevier 2013-09-01
Series:Journal of Integrative Agriculture
Subjects:
compositional kriging
auxiliary variables
regression kriging
symmetry logratio transform
Online Access:http://www.sciencedirect.com/science/article/pii/S2095311913603950

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http://www.sciencedirect.com/science/article/pii/S2095311913603950

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