Screening and identification of soybean varieties with high phosphorus efficiency at seedling stage

苗木 种质资源 数学 产量(工程) 星团(航天器) 统计 农学 生物 化学 计算机科学 有机化学 冶金 材料科学 程序设计语言
作者
Hui Wang,Ahui Yang,Guang Yang,Hongyu Zhao,Futi Xie,Huijun Zhang,Haiying Wang,Xue Ao
出处
期刊:Oil crop science [Elsevier]
卷期号:6 (1): 41-49 被引量:10
标识
DOI:10.1016/j.ocsci.2021.03.001
摘要

In order to simplify the workload and find a reliable method for screening soybeans with different phosphorus (P) efficiencies, 47 soybean varieties were screened from 90 varieties according to yield under normal phosphorus, and 10 indicators including root phenotype, phosphorus utilization efficiency at the seedling stage and yield were measured. Through single-index cluster analysis, the performance value and relative value of the above-mentioned indexes under low-phosphorus conditions were analyzed, and then, the combined indexes were analyzed by principal components method. The membership function method and the cluster analysis method was used to calculate and analyze the comprehensive score value. Three indexes of root P utilization efficiency (X1), relative value of root P utilization efficiency (X2), and root volume (X3) under low P at the seedling stage were selected as the most consistent with the yield screening results under low P condition, and the mathematical model of the comprehensive score value was obtained: D ​= ​1.218X1 + 0.320X2 + 0.007X3-0.664 (P ​= ​0.000, R2 ​= ​1.000). The comprehensive score can screen and identify the P efficiency of soybeans with fewer indexes in the early growth stages, which provides a more rapid and reliable mathematical model for screening and identifying a larger number of germplasm resources for P efficiency.
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