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Agronomic optimization based on statistical models

机译:基于统计模型的农艺优化

摘要

Generating a crop prescription using a computer coupled to a memory area includes receiving yield data for a plurality of crop population trials, wherein each trial is varied by at least one of a hybrid line, a population density, and a row spacing. At least one statistical model is generated based on the yield data to obtain a plurality of coefficients, which are stored in the memory area. A predicted yield for at least one selected hybrid line is determined based on the coefficients and a selected row spacing, and a predicted profit is determined for the at least one selected hybrid line based on the coefficients and the selected row spacing. A crop prescription is presented that includes a recommended hybrid line and population density for use by a grower.
机译:使用耦合到存储区域的计算机来生成作物处方包括:接收多个作物种群试验的产量数据,其中每个试验根据杂交系,种群密度和行距中的至少一项而变化。基于产量数据生成至少一个统计模型以获得多个系数,这些系数被存储在存储区域中。基于所述系数和所选择的行间距来确定至少一条所选择的混合行的预测收益,并且基于所述系数和所选择的行间距来确定所述至少一条所选择的混合行的预测利润。提出了一种农作物处方,其中包括推荐的杂交系和种植者使用的种群密度。

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