主成分分析
光合作用
压力(语言学)
植物生理学
物候学
选择(遗传算法)
生物量(生态学)
活力
营养物
园艺
植物
生物系统
生物
化学
数学
农学
统计
生态学
计算机科学
机器学习
语言学
哲学
遗传学
作者
Anna Füzy,Ramóna Kovács,Imre Cseresnyés,István Parádi,Tibor Szili‐Kovács,Bettina Kelemen,Kálmán Rajkai,Tünde Takács
标识
DOI:10.1007/s11738-019-2842-9
摘要
Appropriate selection and well-timed measurement of plant developmental, morphological and physiological parameters are essential to maximize efficacy and minimize time consumption of experiments. To select for the most sensitive indicators of drought or salt stress, three independent pot experiments with diverse setups were analysed with 20–20 measured parameters. Parameters of plant growth, phenology and symbiotic interactions, visual stress symptoms, photosynthetic activity, nutrient composition and vitality were studied and the result matrices were evaluated with principal component analysis (PCA). Stress effects manifested in PC1 of two experiments and in PC2 of the third one. Traits assumed to be adequate for stress indication were characterized by high PC1 or PC2 loading values. Beside parameters of biomass production, growth and visible stress symptoms, less evident traits e.g. root electrical capacitance, membrane stability index in roots and leaves, relative water content of leaves and SPAD units were identified.
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