Table 3.
Regression model estimates of soil and climatic factors on fertilizer response and agronomic nitrogen use efficiency
| Fertilizer response | ||||||
|---|---|---|---|---|---|---|
| R 2 | Adjusted R2 | Predictor | Estimate | Standard error | p value | Significant level |
| Kenya (n = 202) | ||||||
| 0.29 | 0.26 | Intercept | 0.483 | 1.275 | 0.204 | . |
| Soil pH | 0.166 | 2.679 | 0.008 | ** | ||
| Log-Total C | − 0.024 | − 3.353 | 0.001 | *** | ||
| Log-P-Olsen | − 0.020 | − 3.041 | 0.003 | *** | ||
| Log-N rates | − 0.002 | − 1.535 | 0.126 | |||
| Log-Exch K | 0.060 | 6.103 | 0.001 | *** | ||
| Clay | 0.001 | 0.425 | 0.671 | |||
| Log-Silt | − 0.007 | − 2.444 | 0.015 | * | ||
| Log-Rainfall | − 0.0008 | − 0.771 | 0.004 | * | ||
| Sub-Saharan Africa (n = 255) | ||||||
| 0.13 | 0.092 | Intercept | − 0.221 | − 0.734 | 0.464 | |
| Soil pH | 0.154 | 2.714 | 0.007 | ** | ||
| Log-Total C | − 0.006 | − 1.649 | 0.101 | |||
| Log-P-Olsen | 0.021 | 3.049 | 0.003 | * | ||
| Log-N rates | 0.002 | 2.043 | 0.042 | * | ||
| Log-Exch K | − 0.022 | − 2.002 | 0.047 | * | ||
| Clay | − 0.002 | − 0.591 | 0.555 | |||
| Log-Silt | 0.003 | 1.185 | 0.237 | |||
| Log-Rainfall | − 0.0001 | − 1.439 | 0.102 | ** | ||
| Agronomic nitrogen use efficiency | ||||||
|---|---|---|---|---|---|---|
| R 2 | Adjusted R2 | Predictor | Estimate | Standard error | p value | Significant level |
| Kenya (n = 202) | ||||||
| 0.32 | 0.29 | Intercept | 52.652 | 22.943 | 0.023 | * |
| Soil pH | 7.019 | 3.780 | 0.065 | . | ||
| Log-Total C | − 1.154 | 0.442 | 0.010 | * | ||
| Log-P-Olsen | − 1.098 | 0.404 | 0.007 | ** | ||
| Log-Exch.K | 3.429 | 0.589 | 0.001 | ** | ||
| Clay | − 0.408 | 0.169 | 0.017 | * | ||
| Log-Silt | − 0.634 | 0.185 | 0.001 | *** | ||
| Log-Rainfall | − 0.010 | 0.006 | 0.106 | |||
| Sub-Saharan Africa (n = 255) | ||||||
| 0.035 | 0.003 | Intercept | 11.183 | 11.791 | 0.344 | |
| Soil pH | 1.697 | 2.283 | 0.458 | |||
| Log-Total C | 0.056 | 0.138 | 0.687 | |||
| Log-P-Olsen | 0.544 | 0.273 | 0.048 | * | ||
| Log-Exch.K | − 0.829 | 0.431 | 0.056 | . | ||
| Clay | − 0.013 | 0.113 | 0.912 | |||
| Log-Silt | − 0.077 | 0.097 | 0.431 | |||
| Log-Rainfall | − 0.001 | 0.004 | 0.781 | |||
Significant codes: *** = 0.001; ** = 0.01; * = 0.05; . = 0.1