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FIELD WATER CAPASITY MODELLING ACCORDING TO SOIL TEXTURE USING PRINCIPLE COMPONENT REGRESSION ANALYSIS
Abstract
The purpose of the paper is to determine a model, the soil field water capacity in accordance with soil texture. At first, multiple regression analysis has been used to determine a model. But, it was found multiple relation problem in the model because of strong relationships among the independence variables. Therefore, principle component regression analysis was applied and the problem was solved. It is known that sand, dust and clay contents play important roles on field water capacity. But, the model can not be run by multiple regression analysis because of strong relationships among sand, dust and clay. In this situation, the best way is to solve the multiple relation problem by using principle component regression analysis.
Keywords: Soil Texture, Soil Field Water Capacity, Principle Component Scores, Variance Inflation Factor, Multiple Relation Problems, Principle Component Regression Analysis
Keywords
Details
Primary Language
English
Subjects
-
Journal Section
-
Authors
Publication Date
September 3, 2009
Submission Date
September 3, 2009
Acceptance Date
-
Published in Issue
Year 2009 Volume: 10 Number: 2
APA
Özkan, K. (2009). FIELD WATER CAPASITY MODELLING ACCORDING TO SOIL TEXTURE USING PRINCIPLE COMPONENT REGRESSION ANALYSIS. Turkish Journal of Forestry, 10(2), 1-9. https://doi.org/10.18182/tjf.27890
AMA
1.Özkan K. FIELD WATER CAPASITY MODELLING ACCORDING TO SOIL TEXTURE USING PRINCIPLE COMPONENT REGRESSION ANALYSIS. Turkish Journal of Forestry. 2009;10(2):1-9. doi:10.18182/tjf.27890
Chicago
Özkan, Kürşad. 2009. “FIELD WATER CAPASITY MODELLING ACCORDING TO SOIL TEXTURE USING PRINCIPLE COMPONENT REGRESSION ANALYSIS”. Turkish Journal of Forestry 10 (2): 1-9. https://doi.org/10.18182/tjf.27890.
EndNote
Özkan K (September 1, 2009) FIELD WATER CAPASITY MODELLING ACCORDING TO SOIL TEXTURE USING PRINCIPLE COMPONENT REGRESSION ANALYSIS. Turkish Journal of Forestry 10 2 1–9.
IEEE
[1]K. Özkan, “FIELD WATER CAPASITY MODELLING ACCORDING TO SOIL TEXTURE USING PRINCIPLE COMPONENT REGRESSION ANALYSIS”, Turkish Journal of Forestry, vol. 10, no. 2, pp. 1–9, Sept. 2009, doi: 10.18182/tjf.27890.
ISNAD
Özkan, Kürşad. “FIELD WATER CAPASITY MODELLING ACCORDING TO SOIL TEXTURE USING PRINCIPLE COMPONENT REGRESSION ANALYSIS”. Turkish Journal of Forestry 10/2 (September 1, 2009): 1-9. https://doi.org/10.18182/tjf.27890.
JAMA
1.Özkan K. FIELD WATER CAPASITY MODELLING ACCORDING TO SOIL TEXTURE USING PRINCIPLE COMPONENT REGRESSION ANALYSIS. Turkish Journal of Forestry. 2009;10:1–9.
MLA
Özkan, Kürşad. “FIELD WATER CAPASITY MODELLING ACCORDING TO SOIL TEXTURE USING PRINCIPLE COMPONENT REGRESSION ANALYSIS”. Turkish Journal of Forestry, vol. 10, no. 2, Sept. 2009, pp. 1-9, doi:10.18182/tjf.27890.
Vancouver
1.Kürşad Özkan. FIELD WATER CAPASITY MODELLING ACCORDING TO SOIL TEXTURE USING PRINCIPLE COMPONENT REGRESSION ANALYSIS. Turkish Journal of Forestry. 2009 Sep. 1;10(2):1-9. doi:10.18182/tjf.27890