TABLE 3.
Mixed effect modeling of the relationships between nutrients expressed on a tissue volume basis (Θv) and water content (Φ).
| Θv (mol/m3) vs. Water content Φ (m3/m3) | ||||||
| Nutrient | [Ca]v | [K]v | [Mg]v | [N]v | [Na]v | [P]v |
| Fixed effects | ||||||
| Intercept (γ00) | 1.59 | 1.89 | 1.42 | 2.44 | 0.70 | 0.97 |
| Slope (γ10) | 0.71 | 1.34 | 0.98 | 0.66 | 0.67 | 0.84 |
| P | 0.102 | <0.001 | 0.008 | 0.012 | 0.175 | 0.014 |
| 0.01 | 0.13 | 0.04 | 0.04 | 0.00 | 0.02 | |
| 0.71 | 0.68 | 0.61 | 0.74 | 0.91 | 0.76 | |
| Random effects | ||||||
| Species (σs2) | 0.061 | 0.023 | 0.052 | 0.017 | 0.133 | 0.015 |
| Plot (σp2) | 0.059 | 0.009 | 0.006 | 0.021 | 0.502 | 0.107 |
| Residual (σr2) | 0.050 | 0.020 | 0.038 | 0.014 | 0.063 | 0.041 |
Subscript “v” indicates that concentrations are on a volume basis.
All parameters were estimated using restricted maximum likelihood (REML).
σ2 represents the variance of each term.
, marginal R2 that represents the variation explained by the fixed effects; , conditional R2 that represents the variation of the whole model (including the random effects).
Significant relationships (P < 0.05) are in bold.
Random effects present the variance of the random intercepts (Equation 6).