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. 2017 Dec 22;186(3):855–868. doi: 10.1007/s00442-017-4046-6

Table 2.

Results of the best linear mixed-effects models assessing the impact of the experimental treatments on Bromus tectorum and Pseudoroegneria spicata proportion of the total pot biomass (prop. biomass) and relative yield total (RYT) for both experiments

Fixed effects Random effects
Response Predictor Est. SE df t value P (>) Variance
Trial Residual
Experiment 1
 Prop. biomass Intercept − 2.18 0.60 1.09 − 3.61 0.155 0.68 ± 0.83 0.49 ± 0.70
Water (−) 0.40 0.15 80.00 2.68 0.009
Temp (+) 0.28 0.15 80.01 1.83 0.071
NPK (+) 0.46 0.15 80.01 3.02 0.003
P. spicata − 10.23 0.72 80.12 − 14.30 <0.001
 Relative yield total (RYT) Intercept 0.51 0.02 2.89 22.24 <0.001 <0.001 ± 0.02 0.007 ± 0.08
Water (−) − 0.04 0.02 79.00 − 2.21 0.030
Temp (+) 0.03 0.02 79.20 1.74 0.086
NPK (+) 0.04 0.02 79.08 2.26 0.027
P. spicata 0.96 0.08 80.00 11.43 <0.001
P. spicata 2 0.46 0.08 79.61 5.59 <0.001
Experiment 2
 Prop. biomass Intercept − 1.23 0.32 1.46 − 3.87 0.098 0.15 ± 0.39 1.15 ± 1.07
CO2 (+) − 1.66 0.19 131.00 − 8.82 <0.001
Water (−) − 0.15 0.18 131.00 − 0.80 0.428
P. spicata − 11.29 1.74 131.61 − 6.50 <0.001
P. spicata 2 5.69 1.84 131.06 − 3.10 0.002
P. spicata × CO2 3.81 2.42 131.33 1.57 0.118
P. spicata 2 × CO2 − 6.89 2.38 131.12 − 2.89 0.004
 Relative yield total (RYT) Intercept 0.68 0.05 1.19 13.58 0.030 0.004 ± 0.07 0.01 ± 0.12
CO2 (+) − 0.02 0.02 134.00 − 1.13 0.259
Water (−) − 0.01 0.02 134.00 − 0.57 0.571
P. spicata 0.98 0.12 134.14 7.94 <0.001

The experimental treatments assessed for experiment one: P. spicata pot density, decreased water availability, water (−), increased temperature, temp. (+), and increased nutrient availability, NPK (+). The experimental treatments assessed for experiment two: P. spicata pot density, decreased water availability, water (−), and elevated atmospheric CO2 concentration, CO2 (+). The random effects are the mean trial and residual variance and the associated standard deviation