Table 5. Mantel tests of person’s correlations and Random Forest analyses reveal significant associations between 16S rRNA-based community composition and soil biological and chemical properties.
Variables | r Mantel Person | p Mantel Person | R.F. % var explained |
---|---|---|---|
UA | 0.50 | 0.001 | 57.15 |
DHA | 0.58 | 0.001 | 67.46 |
BGA | 0.47 | 0.001 | 58.71 |
pH | 0.06 | 0.205 | -0.58 |
TC | 0.042 | 0.241 | -10.64 |
TN | 0.19 | 0.016 | 15.21 |
TP | 0.55 | 0.001 | 68.7 |
TK | 0.47 | 0.001 | 51.47 |
SWC | 0.05 | 0.221 | -6.02 |
SRI Bacterial | 0.43 | 0.001 | 46.81 |
SRI Fungal | 0.65 | 0.001 | 74.49 |
SIR FB Ratio | 0.52 | 0.001 | 55.86 |
N50 SIR | 0.08 | 0.143 | 9.98 |
N100 SIR | 0.12 | 0.074 | 13.07 |
N0 SIR | 0.39 | 0.001 | 46.13 |
Mantel correlations are based on Person correlation coefficients. These were also determined based on Spearman correlation, which yielded comparable results. P values < 0.05 and variables with higher than 30% variance explained by the OTU table are in bold text.