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Application of principal component analysis to evaluation of black soil degradation in Jilin Application of principal component analysis to evaluation of black soil degradation in Jilin

Application of principal component analysis to evaluation of black soil degradation in Jilin

  • 期刊名字:世界地質(zhì)(英文版)
  • 文件大小:
  • 論文作者:NIU Cencen,WANG Qing,WEN Xiuyu
  • 作者單位:College of Construction Engineering
  • 更新時(shí)間:2023-04-19
  • 下載次數(shù):
論文簡介

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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