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. 2018 Jun 6;12(9):2129–2141. doi: 10.1038/s41396-018-0176-z

Table 2.

Multiple regressions between potential soil respiration at 11 °C, and soil chemistry, bacterial community structure, and root density in soils from different depths in control and decadal in situ deep-thaw plots

Control samples Deep-thaw samples Deep-thaw (treatment) effect
AICc R 2 Variable Slope (±SE) p Slope (±SE) p Intercept (±SE) p
Predictors of bulk respiration (per g DW)
 Soil × treatment 48.30 0.848 Soil PC1 0.823 ± 0.074 <0.001 −0.892 ± 0.126 <0.001 −0.300 ± 0.146 0.066
 (Soil + bacteria) × treatment 39.81 0.901 Soil PC1 0.687 ± 0.075 <0.001 0.755 ± 0.119 <0.001 −0.376 ± 0.123 0.012
Bacterial PCo1 −1.176 ± 0.381 0.011 −1.344 ± 0.514 0.028
 (Soil + root density) × treatment 49.15 0.871 Soil PC1 0.776 ± 0.080 <0.001 0.896 ± 0.120 <0.001 −0.451 ± 0.168 0.023
Root density 0.341 ± 0.235 0.177 0.140 ± 0.086 0.138
 (Root density + soil + bacteria) × treatment 46.84 0.903 Soil PC1 0.687 ± 0.078 <0.001 0.775 ± 0.127 <0.001 −0.392 ± 0.156 0.031
Root density 0.011 ± 0.243 0.964 0.052 ± 0.092 0.589
Bacterial PCo1 −1.165 ± 0.472 0.036 −1.169 ± 0.611 0.092
 Bacteria × treatment 86.82 0.538 Bacterial PCo1 −3.079 ± 0.772 0.002 −2.830 ± 0.811 0.006 −0.778 ± 0.243 0.009
Predictors of intrinsic respiration (per g SOM)
 Soil × treatment 97.65 0.367 Soil PC1 0.716 ± 0.226 0.009 −0.445 ± 0.184 0.036 −0.161 ± 0.295 0.597
 (Soil + bacteria) × treatment 93.33 0.539 Soil PC1 0.402 ± 0.240 0.125 −0.268 ± 0.182 0.176 −0.195 ± 0.265 0.477
Bacterial PCo1 −2.826 ± 1.198 0.040 1.744 ± 0.787 0.054
 (Soil + root density) × treatment 101.93 0.408 Soil PC1 0.657 ± 0.247 0.024 −0.450 ± 0.178 0.032 −0.260 ± 0.358 0.484
Root density 0.485 ± 0.723 0.518 −0.181 ± 0.128 0.192
 (Root density + soil + bacteria) × treatment 100.16 0.549 Soil PC1 0.405 ± 0.245 0.133 −0.292 ± 0.195 0.172 0.054 ± 0.333 0.875
Root density −0.466 ± 0.766 0.558 −0.065 ± 0.141 0.656
Bacterial PCo1 −3.314 ± 1.463 0.050 1.524 ± 0.939 0.144
 Bacteria × treatment 92.45 0.456 Bacterial PCo1 −3.941 ± 1.051 0.003 2.251 ± 0.734 0.012 −0.228 ± 0.263 0.407

Soil soil PC1, Bacteria bacterial PCo1

All variables are scaled and centered before analyses; bold text denotes significant p-values (p < 0.05)