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Updated: Feb 6, 2026

Reliable Method for Assessing Seed Germination, Dormancy, and Mortality under Field Conditions
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基于PLSR-MLP融合模型的大豆种子发芽潜力的快速检测方法

Shuo Liu1, Zhengguang Chen1

  • 1College of Information and Electrical Engineering, Heilongjiang Bayi Agricultural University, Daqing, China.

Frontiers in plant science
|February 5, 2026
PubMed
概括

结合部分最小平方回归 (PLSR) 和多层感知器 (MLP) 的新融合模型显著改善了大豆种子发芽潜力的预测. 这种方法增强了光谱特征分析,以获得更准确,更可靠的农业应用.

关键词:
的发芽潜力.模型融合模型融合模型融合模型多层感知器多层感知器接近红外光谱学近红外光谱学部分最小平方回归.

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