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1 September 2012 Evaluation of the APSIM-Wheat model in terms of different cultivars, management regimes and environmental conditions
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Abstract

Zhang, Y., Feng, L., Wang, E., Wang, J. and Li, B. 2012. Evaluation of the APSIM-Wheat model in terms of different cultivars, management regimes and environmental conditions. Can. J. Plant Sci. 92: 937-949. Wheat is one of the most important crops in the world, and wheat models have been widely used to study yield responses to changes in management and climate. However, less information is available on how a wheat model performs in simulation of wheat response to changes in varieties, sowing dates and planting densities across space. This study presents an evaluation of the APSIM-Wheat model using data from field experiments consisting of three sowing dates, two and three crop varieties and three planting densities in a split-split plot design at three ecological sites from 2008 to 2010 in the North China Plain. The results show that the APSIM-Wheat model could capture a large part of the variation in phenology, biomass and yield for the same variety across sites. However, errors of simulation in phenology and yield were increased with delay in sowing date, with the average absolute root mean square errors of 2 d, 3 d, and 3-4 d in phenology, and the normalized root mean square error (RMSEn) of 7-12%, 11-16%, 16-22% in yield at early, medium, and late sowing dates, respectively. Simulation of yield achieved poor results with decreased planting density, with average RMSEn of 9-12%, 11-12%, and 16-19% at high, medium, and low density, respectively. Additionally, the simulation behaved in a complex manner, and the errors varied greatly with different combinations of sowing dates and planting densities. These alerted us that the model should be used cautiously to simulate growth and yield over a wide range of sowing dates and planting densities. Improved modeling of the responses of wheat growth to extreme temperatures during winter and spring periods, and to varying planting densities is needed for better future prediction. Other areas of model improvements are also discussed.

Yi Zhang, Liping Feng, Enli Wang, Jing Wang, and Baoguo Li "Evaluation of the APSIM-Wheat model in terms of different cultivars, management regimes and environmental conditions," Canadian Journal of Plant Science 92(5), 937-949, (1 September 2012). https://doi.org/10.1139/CJPS2011-266
Received: 4 December 2011; Accepted: 16 May 2012; Published: 1 September 2012
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