Table 1.
Model parameters of soil respiration (natural log, in µmol C⋅m−2⋅s−1) (R) as a function of soil temperature (T) (°C), evaluating the interaction with warming treatment
Parameters for model: ln(R) ∼ γ0 + γ1T + γ2T2 | ||||||
Model | γ0 ± SE | γ1 ± SE | γ2 ± SE | n | R2 | T at R max |
All biomes except desert | 0.39 | |||||
Control treatment | −1.292 ± 0.079 | 0.204 ± 0.011 | −0.0042 ± 0.0003 | 1075 | 24.2 | |
Warming treatment | −1.309 ± 0.119 | 0.205 ± 0.015 | −0.0040 ± 0.0005 | 1268 | 25.3 | |
Desert | 0.42 | |||||
Control treatment | −2.571 ± 0.062 | 0.019 ± 0.008 | 0.0004 ± 0.0002 | 737 | na | |
Warming treatment | −3.431 ± 0.088 | 0.072 ± 0.011 | −0.0007 ± 0.0003 | 737 | 55.4 | |
Boreal forest | 0.84 | |||||
Control treatment | −0.063 ± 0.045 | 0.109 ± 0.0035 | ns | 160 | na | |
Warming treatment | −0.010 ± 0.059 | 0.093 ± 0.0043 | ns | 306 | na | |
Temperate forest | 0.54 | |||||
Control treatment | −0.813 ± 0.166 | 0.160 ± 0.024 | −0.0025 ± 0.0008 | 239 | 32.0 | |
Warming treatment | −1.485 ± 0.349 | 0.197 ± 0.042 | −0.0031 ± 0.0012 | 258 | 31.8 | |
Northern shrubland | 0.63 | |||||
Control treatment | −1.188 ± 0.081 | 0.142 ± 0.008 | ns | 172 | na | |
Warming treatment | −1.153 ± 0.115 | 0.141 ± 0.012 | ns | 172 | na | |
Southern shrubland | 0.25 | |||||
Control treatment | −1.420 ± 0.421 | 0.157 ± 0.040 | −0.0027 ± 0.0009 | 51 | 29.1 | |
Warming treatment | −0.485 ± 0.642 | 0.066 ± 0.061 | −0.0010 ± 0.0013 | 51 | 34.4 | |
Grassland | 0.51 | |||||
Control treatment | −1.517 ± 0.166 | 0.200 ± 0.024 | −0.0036 ± 0.0006 | 269 | 27.8 | |
Warming treatment | −1.558 ± 0.244 | 0.205 ± 0.030 | −0.0036 ± 0.0008 | 297 | 28.7 | |
Temperate agriculture | 0.73 | |||||
Control treatment | −3.012 ± 0.173 | 0.305 ± 0.030 | −0.0066 ± 0.0012 | 131 | 23.3 | |
Warming treatment | −3.091 ± 0.291 | 0.313 ± 0.046 | −0.0065 ± 0.0016 | 131 | 24.2 |
Models run with data from both treatments, with parameters for each treatment calculated using the model equation. Model equation: , with γi = αi + βi. warming treatment (W = 1) or control treatment (W = 0). n, sample size; na, not applicable; ns, not significant; R2, correlation coefficient; and T at R max, soil temperature (°C) when . Parameter units: γ0, ln µmol C⋅m−2⋅s−1; γ1, °C−1; and γ2, °C−2. Bold biome names indicate significant interactions with treatment. All models are significant (P < 0.001). For comparison of model fits, see SI Appendix, Table S3. For model parameters including moisture, see SI Appendix, Table S2.