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. 2023 Jun 30;9(7):e17835. doi: 10.1016/j.heliyon.2023.e17835

Table 3.

Results of principal component analysis (PCA) of soil quality indicators.

Principal components (PC) PC1 PC2 PC3 PC4
Eigen value 9.185 1.660 1.451 1.124
% of total variance 0.540 0.098 0.085 0.066
Cumulative %
0.540
0.638
0.723
0.789
Factor loadings/Eigen vectors
Physical indicator




Bulk density (Mgm−3) −0.853 0.084 0.307 0.087
Physico-chemical indicator




pH 0.938 0.006 −0.019 −0.030
Electrical conductivity (dSm−1) 0.891 −0.008 −0.155 0.148
Chemical indicator




Total organic carbon (g kg−1) 0.918 0.067 −0.278 −0.051
Particulate organic carbon (g kg−1) 0.965 −0.041 0.015 −0.007
Permanganate Oxidizable Carbon (g kg−1) 0.739 0.254 −0.288 −0.197
Available nitrogen (kg ha−1) 0.893 −0.097 0.176 0.158
Bray's phosphorus (kg ha−1) 0.854 −0.165 0.337 0.023
Available potassium (kg ha−1) 0.845 −0.152 0.271 −0.053
DTPA Zinc (mg kg−1) −0.047 0.660 −0.099 −0.517
DTPA Copper (mg kg−1) 0.031 0.756 −0.060 0.207
DTPA Iron (mg kg−1) 0.747 −0.159 −0.223 −0.206
DTPA Manganese (mg kg−1) 0.073 0.178 −0.678 0.401
Biological indicator




Fluorescein di acetate (μg fluroscein g−1 h−1) 0.557 −0.071 0.272 0.242
Dehydrogenase (μg TPF g−1 h−1) 0.447 0.561 0.425 −0.106
β-glucosidase (μg p-nitrophenol g−1 soil h−1) 0.908 −0.094 −0.165 −0.222
Microbial biomass carbon (mg kg−1) 0.569 0.365 0.387 0.436

*Factor loadings in bold are considered highly weighted.