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. 2022 Apr 4;13:778403. doi: 10.3389/fpls.2022.778403

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
RM2 0.01 0.13 0.04 0.04 0.00 0.02
RC2 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.

RM2, marginal R2 that represents the variation explained by the fixed effects; RC2, 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).