• 中文核心期刊
  • CSCD来源期刊
  • 中国科技核心期刊
  • CA、CABI、ZR收录期刊

基PCA和CRITIC分析的新品种多花黄精最佳采收期研究

Harvest Time for Polygonatum cyrtonema Determined by PCA and CRITIC Analyses on Agronomy and Polysaccharide Content of Plants

  • 摘要:
    目的 以福建省首次品种认定的2个多花黄精新品种——‘闽圆精1号’(闽认药2024002)、‘闽长精1号’(闽认药2024003)为研究对象,解析关键农艺性状与品质的关联机制,筛选出多花黄精的最佳采收期,为不同栽培目标下的精准采收提供科学依据。
    方法 通过连续观测5~10月的农艺性状以及多糖含量变化,结合单因素方差分析、主成分分析(principal component analysis,PCA)、聚类分析和基于准则相关性的权重确定法(criteria importance through intercriteria correlation,CRITIC)分析,系统评价农艺性状与多糖合成的相关性。
    结果 闽圆精1号和闽长精1号的多糖含量均呈现随生育期逐渐升高的趋势,10月达到峰值,分别为(14.23±1.62)%和(15.80±1.55)%。此时,闽圆精1号和闽长精1号的平均茎粗达到8 mm以上。相关性分析显示,茎粗、叶片鲜重和根系鲜重与多糖含量呈极显著正相关(P<0.01)。主成分分析提取的3个主要与根茎和根系性状相关的成分的累计方差贡献率为60.50 %,聚类分析将5个收获期的2个品种分为3类。进一步通过CRITIC法综合评价,闽圆精1号中9月的综合评分S最高;闽长精1号的10月的综合评分S最高,表明闽圆精1号的最佳采收期为9月,闽长精1号的最佳采收期为10月。综合评分S与总株高、根茎鲜重和茎秆鲜重的回归方程为:S=0.204+0.164×总株高+0.230×茎秆鲜重+0.163×根茎鲜重。该模型具有统计学意义(R2=0.715,P<0.01)。
    结论 茎粗是影响多糖含量的关键形态指标,建议药农在9月(闽圆精1号)或10月(闽长精1号)采收,可通过监测茎粗(>8 mm)预测多糖积累情况,建议在栽培管理中重点关注。本研究为多花黄精的精准采收提供了科学依据。

     

    Abstract:
    Objective Based on agronomic traits and polysaccharide content of the plants, optimal times to harvest two newly certified Polygonatum cyrtonema Hua were determined using PCA and CRITIC analyses.
    Methods Agronomic characteristics of two newly certified Polygonatum cyrtonema Hua, the round-leaf Minyuanjing No. 1 (Min Renyao 2024002) and the long-leaf Minchangjing No. 1 (Min Renyao 2024003), were continuously observed from May through October with polysaccharide content of the plants monitored. One-way ANOVA, PCA, cluster, and CRITIC analyses were performed for correlation between the two sets of the collected data to determine the optimal time for harvest.
    Results As the plants grew, the polysaccharide contents in Minyuanjing No. 1 and Minchangjing No. 1 rose gradually to peak in October at 14.23±1.62% and 15.80±1.55%, respectively. In addition, the average stem diameter of both Minyuanjing No. 1 and Minchangjing No. 1 exceeded 8 mm. The measurements correlated significantly with the stem diameter, fresh leaf weight, and weight of fresh root of the plants (P<0.01), while the three top principal components explained 60.50% of the variance on rhizome and roots. A cluster analysis classified the two cultivars at 5 harvest times into three groups. And since Minyuanjing No. 1 in September and Minchangjing No. 1 in October received the highest CRITIC comprehensive scores (S), optimal months for harvest of the two cultivars were selected. The regression equation obtained for S and agronomic traits was S=0.204+0.164×total plant height+0.230×fresh stem weight+0.163×fresh rhizome weight with R2=0.715 and statistical significance at P<0.01.
    Conclusion September was determined to be the time to harvest Minyuanjing No. 1, and October, Minchangjing No. 1. Largely. The accumulation of polysaccharides can be predicted by monitoring stem diameter (>8 mm), and it is recommended to focus on cultivation management. This study provides a scientific basis for the accurate harvesting of P. cyrtonema.

     

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