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Global Geology 2011, 14(1) 54-58 DOI:
ISSN: 1673-9736 CN: 22-1371/P |
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Application of principal component analysis to evaluation of black soil degradation in Jilin |
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NIU Cencen, WANG Qing, WEN Xiuyu, GUO Yuan, ZHAGN Penglei, ZHU Rongyue and HE Xianhui |
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College of Construction Engineering��Jilin University��Changchun 130026��China |
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Abstract��
Principal Component Analysis ( PCA) can simplify the structure of database by replacing multidimensional parameters with relatively less comprehensive variables in order to ensure the minimum lost in initial data�� In this paper��eighteen black soil samples from different sites were tested and thirteen distinctive indexes were chosen to evaluate the degeneration of black soil�� By using principal component analysis��variables of thirteen dimensions can be diminished to six unrelated principal indexes�� Analysis shows that the soluble salt content��Fulvic acids ( FA) and aggregation degree have a high weighing coefficient��indicating these three indexes are the major parts for the evaluation of black soil degradation�� It also provides a new path to the degenerated black soil treatment in Northeast China�� |
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Keywords��
principal component analysis
black soil
soil degradation
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Received Revised Online: |
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