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. 2018 Nov 15;113(1):1–19. doi: 10.1007/s10705-018-9958-y

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