highly significantP < 0.01
The Shannon index showed a highly significant negative correlation with soil pH ( r = −0.860, P < 0.01) and a significant positive correlation with MBC ( r = 0.675, P < 0.05), along with a highly significant positive correlation with MBN ( r = 0.946, P < 0.01).