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Assessment of yield performances for grain sorghum varieties by AMMI and GGE biplot analyses

文献类型： 外文期刊

作者： Wang, Runfeng 1 ; Wang, Hailian 1 ; Huang, Shaoming 3 ; Zhao, Yingxing 1 ; Chen, Erying 1 ; Li, Feifei 1 ; Qin, Ling 1 ; Yang, Yanbing 1 ; Guan, Yan'an 1 ; Liu, Bin 1 ; Zhang, Huawen 1 ;

作者机构： 1.Shandong Acad Agr Sci, Crop Res Inst, Jinan, Shandong, Peoples R China

2.Shandong Acad Agr Sci, Crop Res Inst, Shandong Prov Engn Res Ctr Featured Minor Crops, Jinan, Shandong, Peoples R China

3.Univ Saskatchewan, Crop Dev Ctr, Saskatoon, SK, Canada

关键词： yield performance and stability; G x E interaction; AMMI; GGE biplot; grain sorghum; multi-environment trial

期刊名称：FRONTIERS IN PLANT SCIENCE （ 影响因子：5.6； 五年影响因子：6.8 ）

ISSN： 1664-462X

年卷期： 2023 年 14 卷

页码：

收录情况： SCI

摘要： Grain sorghum is an exceptional source of dietary nutrition with outstanding economic values. Breeding of grain sorghum can be slowed down by the occurrence of genotype x environment interactions (GEI) causing biased estimation of yield performance in multi-environments and therefore complicates direct phenotypic selection of superior genotypes. Multi-environment trials by randomized complete block design with three replications were performed on 13 newly developed grain sorghum varieties at seven test locations across China for two years. Additive main effects and multiplicative interaction (AMMI) and genotype + genotype x environment (GGE) biplot models were adopted to uncover GEI patterns and effectively identify high-yielding genotypes with stable performance across environments. Yield (YLD), plant height (PH), days to maturity (DTM), thousand seed weight (TSW), and panicle length (PL) were measured. Statistical analysis showed that target traits were influenced by significant GEI effects (p < 0.001), that broad-sense heritability estimates for these traits varied from 0.40 to 0.94 within the medium to high range, that AMMI and GGE biplot models captured more than 66.3% of total variance suggesting sufficient applicability of both analytic models, and that two genotypes, G3 (Liaoza No.52) and G10 (Jinza 110), were identified as the superior varieties while one genotype, G11 (Jinza 111), was the locally adapted variety. G3 was the most stable variety with highest yielding potential and G10 was second to G3 in average yield and stability whereas G11 had best adaptation only in one test location. We recommend G3 and G10 for the production in Shenyang, Chaoyang, Jinzhou, Jinzhong, Yulin, and Pingliang, while G11 for Yili.

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