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马铃薯产量与主要农艺性状的通径分析

Pathway Analysis of Yield and Main Agronomic Traits in Solanum tuberosum

  • 摘要: 以10个马铃薯品种为试验对象,通过相关性分析、多元线性回归分析与通径分析等方法解析了生育期(X1)、株高(X2)、单株主茎数(X3)、块茎干物质含量(X4)与大中薯率(X5) 5个主要农艺性状对马铃薯产量(Y)的影响。结果表明:大中薯率、株高和生育期是影响马铃薯产量的主要因素。相关分析表明:大中薯率与产量呈极显著正相关(r=0.449),株高与产量呈显著正相关(r=0.273),提高株高与大中薯率能够提升马铃薯产量。多元线性逐步回归分析结果显示:马铃薯产量的最优回归方程为Y=-65.058+0.454X1+0.459X2+0.720X5;由间接通径系数可知,生育期与株高通过大中薯率的间接通径系数分别为-0.242与-0.240,说明生育期与株高通过大中薯率间接对马铃薯产量具有重要影响。

     

    Abstract: Using 10 potato varieties as experimental subjects, this study analyzed the effects of five major agronomic traits including growth period (X1), plant height (X2), number of main stems per plant (X3), tuber dry matter content (X4), and mediumto-large tuber rate (X5) on potato yield (Y) through correlation analysis, multiple linear regression analysis and path analysis. The results showed that medium-to-large tuber rate, plant height and growth period were the primary factors influencing potato yield. Correlation analysis revealed a highly significant positive correlation between medium-to-large tuber rate and yield (r=0.449), while plant height showed a significant positive correlation with yield (r=0.273). Increasing plant height and medium-to-large tuber rate could enhance potato yield. Multiple linear stepwise regression analysis demonstrated that the optimal regression equation for potato yield was Y=-65.058+0.454X1+0.459X2+0.720X5. Path analysis coefficients revealed that growth period and plant height exerted indirect effects on yield through medium-to-large tuber rate with coefficients of -0.242 and -0.240 respectively, indicating their substantial influence on potato yield via this pathway.