Adaptation and Application of Soybean Phenology Model in the North China Spring Soybean Producing Area

文献类型： 外文期刊

第一作者： Wang, Can

作者： Wang, Can;Zhang, Baogui;Yan, Xiaoyan

作者机构：

关键词： soybean;phenology model;maturity group;parameter optimization

期刊名称：2012 IEEE FOURTH INTERNATIONAL SYMPOSIUM ON PLANT GROWTH MODELING, SIMULATION, VISUALIZATION AND APPLICATIONS (PMA)

ISSN：

年卷期： 2012 年

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收录情况： SCI

摘要： Accurate prediction of the development is essential for managing production practices such as determination of optimal planting date, choice of appropriate cultivar for a specific site. The phenology model SOYDEV, considering the responses of development to temperature and photoperiod, was adapted in the north China spring soybean producing area. A 2-year cultivar x location field experiment and a 2-year sowing dates experiment were conducted in this area. Using the model, we simulated cultivars designated as early, early-medium, medium and late maturity classes in the north China spring soybean area, which corresponded to maturity groups (MG) MG II, MG III and MG IV and MG V respectively. By holding other parameters constant, a single parameter, the maximum developmental rate at optimum temperature and photoperiod (R-max), was optimized on maturity group level and the resulting values gave acceptable predictions of phenological stages of R-0, R-1 and R-7 with root mean square errors (RMSE) within 7 days. Cultivar specific optimization of R-max and photoperiod response parameters improved further the prediction of R-0, R-1, R-3.5, R-5 and R-7 with RMSE being less than 2 days. It is concluded that the simplified approach for parameter optimization can improve the simulation accuracy for a better prediction of soybean development and be helpful for phenology prediction in the north China spring soybean producing area.

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