Table 1 Effect of functional richness (FR) and time from rotation implementation on calorie and macronutrient outputs, when forage is used for milk production
From: Functionally rich crop rotations increase calorie and macronutrient outputs across Europe
Coefficients—forage for milk (equation (3)) | Predictors | Units | (1) Calorie (Gcal ha−1 yr−1) | (2) Carbohydrate (kg ha−1 yr−1) | (3) Protein (kg ha−1 yr−1) | (4) Fat (kg ha−1 yr−1) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Estimate | s.e. | P | Estimate | s.e. | P | Estimate | s.e. | P | Estimate | s.e. | P | |||
\({\beta }_{0}\) | Intercept | Gcal ha−1 yr−1 or kg ha−1 yr−1 | 3.3 | 0.19 | <0.001 | 47.8 | 2.26 | <0.001 | 18.9 | 1.2 | <0.001 | 8.8 | 1.4 | <0.001 |
\({\beta }_{t}\) | Time | Gcal ha−1 yr−2 or kg ha−1 yr−2 | −8.2 | 2.38 | <0.001 | −156.0 | 32.0 | <0.001 | −43.0 | 14.2 | 0.003 | 19.9 | 12.9 | 0.125 |
\({\beta }_{{t}^{2}}\) | Time2 | Gcal ha−1 yr−3 or kg ha−1 yr−3 | 10.7 | 2.40 | <0.001 | 125.0 | 32.7 | <0.001 | 67.3 | 14.2 | <0.001 | 64.8 | 13.3 | <0.001 |
\({\beta }_{{\mathrm{FR}}_{1{\rm{C}}}}\) | FR 1C | Gcal ha−1 yr−1 or kg ha−1 yr−1 | −0.29 | 0.02 | <0.001 | −4.92 | 0.27 | <0.001 | −2.3 | 0.10 | <0.001 | 0.45 | 0.11 | <0.001 |
\({\beta }_{{\mathrm{FR}}_{2}}\) | FR 2 | Gcal ha−1 yr−1 or kg ha−1 yr−1 | −0.49 | 0.02 | <0.001 | −12.3 | 0.30 | <0.001 | −1.4 | 0.11 | <0.001 | 4.4 | 0.12 | <0.001 |
\({\beta }_{{\mathrm{FR}}_{3}}\) | FR 3 | Gcal ha−1 yr−1 or kg ha−1 yr−1 | 1.7 | 0.03 | <0.001 | 5.36 | 0.35 | <0.001 | 14.5 | 0.14 | <0.001 | 23.6 | 0.15 | <0.001 |
\({\beta }_{{\mathrm{FR}}_{1{\rm{C}}}t}\) | Time:FR 1C | Gcal ha−1 yr−2 or kg ha−1 yr−2 | 15.0 | 2.31 | <0.001 | 282.0 | 32.4 | <0.001 | 89.8 | 13.0 | <0.001 | −0.07 | 13.9 | 0.996 |
\({\beta }_{{\mathrm{FR}}_{1{\rm{C}}}{t}^{2}}\) | Time2:FR 1C | Gcal ha−1 yr−3 or kg ha−1 yr−3 | −14.5 | 2.44 | <0.001 | −227.0 | 34.2 | <0.001 | −65.3 | 13.7 | <0.001 | −27.1 | 14.7 | 0.064 |
\({\beta }_{{\mathrm{FR}}_{2}t}\) | Time:FR 2 | Gcal ha−1 yr−2 or kg ha−1 yr−2 | 2.68 | 2.27 | 0.238 | 126.0 | 32.0 | <0.001 | −20.1 | 12.8 | 0.116 | −67.8 | 13.7 | <0.001 |
\({\beta }_{{\mathrm{FR}}_{2}{t}^{2}}\) | Time2:FR 2 | Gcal ha−1 yr−3 or kg ha−1 yr−3 | −0.31 | 2.40 | 0.897 | 16.1 | 33.7 | 0.634 | −15.3 | 13.6 | 0.259 | −22.3 | 14.4 | 0.121 |
\({\beta }_{{\mathrm{FR}}_{3}t}\) | Time:FR 3 | Gcal ha−1 yr−2 or kg ha−1 yr−2 | 16.8 | 2.69 | <0.001 | 136.0 | 37.6 | <0.001 | 125.0 | 15.3 | <0.001 | 97.3 | 15.9 | <0.001 |
\({\beta }_{{\mathrm{FR}}_{3}{t}^{2}}\) | Time2:FR 3 | Gcal ha−1 yr−3 or kg ha−1 yr−3 | −23.5 | 2.61 | <0.001 | −231.0 | 36.5 | <0.001 | −161.0 | 14.9 | <0.001 | −164.0 | 15.4 | <0.001 |
Marginal R2 | 0.28 | 0.13 | 0.41 | 0.56 | ||||||||||
Conditional R2 | 0.72 | 0.61 | 0.80 | 0.84 | ||||||||||