CAO Yu,Alehesi·Jiaerdemulati,Malpati·Nuertai,et al.Comprehensive Evaluation of Major Agronomic Traits of Foxtail Millet Germplasm Resources Based on Principal Component Analysis[J].HEILONGJIANG AGRICULTURAL SCIENCES,2023,(03):1-7.[doi:10.11942/j.issn1002-2767.2023.03.0001]
基于主成分分析的谷子种质资源主要农艺性状综合评价
- Title:
- Comprehensive Evaluation of Major Agronomic Traits of Foxtail Millet Germplasm Resources Based on Principal Component Analysis
- 文章编号:
- 1
- Keywords:
- foxtail millet; agronomic traits; coefficient of variation; correlation coefficients; principal component analysis
- 文献标志码:
- A
- 摘要:
- 为了综合评价25份谷子种质资源，选取主茎直径、穗粒重、单穗重、千粒重、产量等12个主要农艺性状指标，通过变异系数、相关性和主成分分析等方法对谷子种质在新疆伊犁州的适应性进行综合评价。结果表明，12个主要农艺性状变异系数幅度在7.20%～18.55%之间，茎粗、主穗直径和产量的变异系数较大，千粒重和生育期变异系数较小。不同谷子品种的主要农艺性状之间存在相关性。产量与单穗重、穗粒重和千粒重呈极显著正相关，与生育期、倒二叶宽度呈显著负相关；千粒重与生育期、倒二叶宽度分别呈极显著和显著负相关。对主要农艺性状进行主成分分析，提取到4个主成分，累计贡献率为81.78%。25个谷子品种主成分综合得分高低顺序依次为：嫩选18＞赤优金苗1号＞陇谷13＞九谷23＞金苗K2＞济谷22＞嫩选15＞张杂谷16号＞〖JP2〗公谷88＞冀谷168＞黄金苗＞朝谷58＞大同29＞张杂谷13号＞豫谷18＞中谷2号＞豫谷35＞长农47＞晋谷21＞中谷9号＞龙谷38＞龙谷25＞长农35＞山西红谷＞冀谷39。嫩选18、赤优金苗1号、陇谷13、九谷23、金苗K2、济谷22和嫩选15适宜在伊犁州种植，其主成分得分与产量表现基本一致，产量依次为617.81，55003，588.03，579.81，564.92，535.36 和594.92 kg·（667 m2）-1，生育期适中，为120~144 d
- Abstract:
- In order to comprehensively evaluate 25 millet germplasm resources.Twelve main agronomic traits including main stem diameter， grain weight per spike， single spike weight， 1 000-grain weight and yield were selected to comprehensively evaluate the adaptability of millet germplasm in Ili Prefecture of Xinjiang by means of variation coefficient， correlation and principal component analysis.The coefficient of variation of 12 main agronomic traits ranged from 7.20% to 18.55%. The coefficient of variation of stem diameter， main panicle diameter and yield were larger， and the coefficient of variation of 1 000-grain weight and growth period were smaller. There was a correlation between the main agronomic traits of different millet varieties. The yield was significantly positively correlated with single panicle weight， grain weight per panicle and 1 000-grain weight， and significantly negatively correlated with growth period and width of the second leaf from top. The 1 000-grainweight was significantly negatively correlated with the growth period and the width of the second leaf. Principal component analysis was performed on the main agronomic traits， and four principal components were extracted， with a cumulative contribution rate of 81.78%. The order of comprehensive scores of principal components of 25 millet varieties was as follows : Nenxuan 18>ChiyouJinmiao 1>Longgu 13>Jiugu 23>Jinmiao K2>Jigu 22>Nenxuan 15>Zhangzagu 16>Gonggu 88>Jigu 168>Huangjinmiao>Chaogu 58>Datong 29>Zhangzagu 13>Yugu 18> Zhonggu 2>Yugu 35>Changnong 47>Jingu 21>Zhonggu 9>Longgu 38>Longgu 25>Changnong 35>Shanxihonggu>Jigu 39.Nenxuan 18， Chiyoujinmiao 1， Longgu 13， Jiugu 23， Jinmiao K2， Jigu 22 and Nenxuan 15 were suitable for planting in Yili Prefecture， and their principal component scores were basicallyconsistent with the yield performance. The yields were 617.81，550.03，588.03，579.81，564.92，535.36， and 594.92 kg·(667 m2)-1 respectively, and growth period was moderate， ranging from 120 days to 144 days.
参考文献/References:
［1］樊瑀，董淑琦，原向阳，等.谷子种质资源萌发期抗旱性综合评价及抗旱指标筛选[J].中国农业大学学报，2022，27(6):42-54.[2]吕建珍，任莹，王宏勇，等.264份谷子主要育成品种（系）表型多样性综合评价[J].作物杂志，2022(4):22-31.[3]刁现民.中国谷子产业与产业技术体系[M].北京:中国农业科学与技术出版社，2011.[4]李顺国，刘斐，刘猛，等.中国谷子产业和种业发展现状与未来展望[J].中国农业科学，2021，54(3):459-470.[5]杨慧卿，王根全，郝晓芬，等.山西谷子品种主要农艺性状的相关和主成分分析[J].农学学报，2020，10(10):19-23.[6]王海岗，贾冠清，智慧，等.谷子核心种质表型遗传多样性分析及综合评价[J].作物学报，2016，42(1):19-30.[7]刘正理，程汝宏，张凤莲，等.不同密度条件下3种类型谷子品种产量及其构成要素变化特征研究[J].中国生态农业学报，2007(5):135-138.[8]董晓杰，李志江，马金丰，等.东北春谷区谷子产量与主要农艺性状的灰色关联分析[J].黑龙江农业科学，2022(7):25-31.[9]徐澜，秦秀娟，安伟，等.基于主成分分析的南引小麦品种综合评价[J].甘肃农业大学学报，2022，57(3):32-41.[10]王俊花，邵林生，闫建宾，等.基于主成分分析的糯玉米杂交组合农艺性状综合评价[J].山西农业科学，2022，50(7):938-944.[11]刘丽娟.淮北部分水稻品种（系）品质综合评价[J].北方水稻，2022，52(3):23-27.[12]张华崇，闫振华，赵树琪，等.46份棉花杂交组合主要性状主成分和聚类分析[J].种子，2022，41(5):60-65.[13]杨慧卿，王根全，郝晓芬，等.山西省谷子地方种质资源表型多样性分析[J].江苏农业科学，2022，50(13):20-25.[14]李晓宇，王昆鹏，刘迎春，等.谷子主要农艺性状分析[J].内蒙古农业大学学报(自然科学版)，2015，36(2):26-30.[15]方路斌，罗河月，陈洁，等.谷子主要农艺性状的相关和主成分分析[J].天津农业科学，2018，24(11):62-65.[16]赵利蓉，马珂，张丽光，等.不同生态区谷子品种农艺性状和品质分析[J].作物杂志，2022(2):44-53.[17]韩飞，诸葛玉平，娄燕宏，等.63份谷子种质的耐盐综合评价及耐盐品种筛选[J].植物遗传资源学报，2018，19(4):685-693.[18][JP2]吴海艳，曲珍，刘昭明，等.基于主成分分析的燕麦品种生产性能的比较研究[J].草地学报，2021，29(9):1967-1973.[19]王玉琴，尹亚丽，李世雄.不同退化程度高寒草甸土壤理化性质及酶活性分析[J].生态环境学报，2019，28(6):1108-1116.[20]王英成，芦光新，邓晖，等.基于主成分分析的青贮玉米品种农艺性状评价及筛选研究[J].草地学报，2019，27(6):1725-1732.[21]秦岭，管延安，杨延兵，等.不同生态区谷子创新种质主要农艺性状与产量相关性分析[J].山东农业科学，2008(9):10-13.[22]袁峰，杨慧卿，王军，等.谷子产量相关性状的主成分分析[J].河北农业科学，2010，14(11):112-114.[23]荆瑞勇，卫佳琪，王丽艳，等.基于主成分分析的不同水稻品种品质综合评价[J].食品科学，2020，41(24):179-184.
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备注/Memo
收稿日期：2022-10-16