Table 1 Mixed-effects model of the effects of mean annual temperature (MAT), maize planting density (number of plants per hectare, PPH), initial soil organic carbon (SOC), and water (W) and nitrogen (N) input on yield, water productivity (WP) and N use efficiency (NUE).
Dependent variable | Model parameter | Value | Std. error | df | t-value | p-value |
---|---|---|---|---|---|---|
Yield (t ha−1) | α (intercept) | 4.22 | 1.45 | 901 | 2.91 | 0.004 |
β1 (MAT) | −0.25 | 0.05 | 35 | −4.45 | <0.001 | |
β2 (PPH) | <0.001 | <0.001 | 901 | 3.81 | <0.001 | |
β3(SOC) | 0.01 | 0.06 | 901 | 0.10 | 0.92 | |
β4 (W) | 0.01 | <0.001 | 901 | 6.62 | <0.001 | |
β5 (N) | 0.01 | 0.002 | 901 | 5.10 | <0.001 | |
β5 (W × N) | <0.001 | <0.001 | 901 | 0.25 | 0.80 | |
WP (kg m−3) | α (intercept) | 2.30 | 0.36 | 913 | 6.38 | <0.001 |
β1 (MAT) | −0.05 | 0.01 | 36 | −4.04 | <0.001 | |
β2 (PPH) | <0.001 | <0.001 | 913 | 2.32 | 0.02 | |
β3(SOC) | −0.01 | 0.01 | 913 | −0.94 | 0.35 | |
β4 (W) | −1E-03 | <0.001 | 913 | −7.22 | <0.001 | |
β5 (N) | 0.004 | <0.001 | 913 | 8.77 | <0.001 | |
β5 (W × N) | −5E-06 | <0.001 | 913 | −5.18 | <0.001 | |
NUE (kg kg−1) | α (intercept) | 105.2 | 19.07 | 703 | 5.51 | <0.001 |
β1 (MAT) | −2.53 | 0.67 | 35 | −3.77 | <0.001 | |
β2 (PPH) | <0.001 | <0.001 | 703 | 2.48 | 0.01 | |
β3(SOC) | −1.66 | 0.72 | 703 | −2.31 | 0.02 | |
β4 (W) | 0.05 | 0.01 | 703 | 4.42 | <0.001 | |
β5 (N) | −0.24 | 0.03 | 703 | −7.24 | <0.001 | |
β5 (W × N) | −1E-04 | <0.001 | 703 | −2.19 | 0.03 |