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Using the CROPGRO-Peanut Model to Quantify Yield Gaps of Peanut in the Guinean Savanna Zone of Ghana

J. B. Naaba, Piara Singhb, K. J. Bootec,*, J. W. Jonesd and K. O. Marfoe

a Savanna Agric. Res. Inst., Tamale, Ghana
b Int. Crops Res. Inst. for the Semi-Arid Tropics (ICRISAT), Patancheru, Andra Pradesh 502 324, India
c Dep. of Agron., Univ. of Florida, Gainesville, FL 32611-0500
d Dep. of Agric. and Biol. Eng., Univ. of Florida, Gainesville, FL 32611-0500
e Deceased, Savanna Agric. Res. Inst., Tamale, Ghana



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Fig. 1. Simulated and measured soil water content in the 0- to 30-cm soil profile during the growing season of peanut sown on 22 May 1998. Root mean square error value was 0.0859, 0.0583, and 0.0483 cm cm–3 for 0- to 5-, 5- to 10-, and 15- to 30-cm depths, respectively. Willmott (1981) index of agreement (d value) was 0.513, 0.676, and 0.739 for 0- to 5-, 5- to 10-, and 15- to 30-cm depths, respectively.

 


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Fig. 2. Simulated and measured soil water content in the 30- to 90-cm soil profile during the growing season of peanut sown on 22 May 1998. The root mean square error was 0.0115, 0.0135, and 0.0055 cm cm–3 while the d value was 0.950, 0.836, and 0.877 for 30- to 45-, 45-to 60-, and 60- to 90-cm depths, respectively.

 


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Fig. 3. Simulated and measured plant extractable soil water in the top 90 cm of soil for the four sowing dates during the 1998 season. The root mean square error was 14.3, 20.8, 18.5, and 20.8 mm while the d value was 0.707, 0.728, 0.870, and 0.907 for sowing on 22 May, 19 June, 20 July, and 17 August, respectively.

 


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Fig. 4. Simulated and observed pod harvest index of cultivar Chinese for various sowing dates during the 1997 and 1998 seasons. The root mean square error was 0.0993, and the d value was 0.921 averaged over all dates and years.

 


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Fig. 5. Simulated and observed pod harvest index of cultivar F-Mix for various sowing dates during the 1997 and 1998 seasons. The RMSE was 0.0510, and the d value was 0.975 averaged over all dates and years.

 


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Fig. 6. Simulated and observed leaf mass of two cultivars, with and without defoliation function (DEF), for the first (D1) and third (D3) sowing dates during the 1997 season. With the defoliation function and over both dates and cultivars, the root mean square error (RMSE) was 195 kg ha–1, and the d value was 0.949. Without the defoliation function, the RMSE was 725 kg ha–1, and the d value was 0.561.

 


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Fig. 7. Simulated and observed leaf mass of two cultivars, with and without defoliation function (DEF), for the first (D1) and third (D3) sowing dates during the 1998 season. With the defoliation function and over both dates and cultivars, the root mean square error (RMSE) was 302 kg ha–1, and the d value was 0.925. Without the defoliation function, the RMSE was 386 kg ha–1, and the d value was 0.896.

 


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Fig. 8. Simulated and observed total biomass of two cultivars, with and without defoliation function (DEF), for the first (D1) and third (D3) sowing dates during the 1997 season. With the defoliation function and over both dates and cultivars, the root mean square error (RMSE) was 395 kg ha–1, and the d value was 0.979. Without the defoliation function, the RMSE was 1875 kg ha–1, and the d value was 0.763.

 


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Fig. 9. Simulated and observed pod mass of two cultivars, with and without defoliation function (DEF), for the first (D1) and third (D3) sowing dates during the 1997 season. With the defoliation function and over both dates and cultivars, the root mean square error (RMSE) was 284 kg ha–1, and the d value was 0.971. Without the defoliation function, the RMSE was 826 kg ha–1, and the d value was 0.849.

 


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Fig. 10. Simulated and observed total biomass of two cultivars, with and without defoliation function (DEF), for the first (D1) and third (D3) sowing dates during the 1998 season. With the defoliation function and over both dates and cultivars, the root mean square error (RMSE) was 587 kg ha–1, and the d value was 0.976. Without the defoliation function, the RMSE was 848 kg ha–1, and the d value was 0.959.

 


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Fig. 11. Simulated and observed pod mass of two cultivars, with and without defoliation function (DEF), for the first (D1) and third (D3) sowing dates during the 1998 season. With the defoliation function and over both dates and cultivars, the root mean square error (RMSE) was 221 kg ha–1, and the d value was 0.984. Without the defoliation function, the RMSE was 455 kg ha–1, and the d value was 0.945.

 





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The SCI Journals Crop Science Vadose Zone Journal
Journal of Natural Resources
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Journal of Plant Registrations Journal of
Environmental Quality
The Plant Genome
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