作物学报 ›› 2014, Vol. 40 ›› Issue (01): 110-121.doi: 10.3724/SP.J.1006.2014.00110
王艺陶,周宇飞,李丰先,依兵,白薇,闫彤,许文娟,高明超,黄瑞冬*
WANG Yi-Tao,ZHOU Yu-Fei,LI Feng-Xian,YI Bing,BAI Wei,YAN Tong,XU Wen-Juan,GAO Ming-Chao,HUANG Rui-Dong*
摘要:
采用人工气候箱内培养皿培养, PEG-6000溶液模拟干旱胁迫环境, 在萌发期以80、120、150和175 g L–1 PEG-6000水溶液处理31个高粱品种, 旨在根据高粱品种萌发期对不同干旱胁迫程度的响应, 筛选出具有抗旱能力的高粱品种并探讨高粱萌发期抗旱性鉴定的方法。通过主成分分析法(PCA)和神经网络自组织映射(SOM)聚类分析法对各高粱品种进行抗旱性综合分析与评定。PCA结果表明, 相对芽长、相对根长和相对萌发抗旱指数载荷量最大, 将其作为萌发期高粱抗旱性筛选的主要评价指标, 并对31个高粱品种抗旱性排序。通过SOM聚类分析将31个高粱品种按抗旱性强弱分为5类, 吉杂305等4个品种为高度抗旱品种, HL5等4个品种为抗旱品种, 辽杂10号等8个品种为中等抗旱品种, 锦杂103等7个品种为干旱敏感品种, 锦杂93等8个品种为高度干旱敏感品种。研究认为, 相对芽长、相对根长和相对萌发抗旱指数等可以作为高粱品种抗旱性鉴定的重要指标; SOM聚类分析可作为品种抗旱性分类的重要方法。
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