Strengths and Weaknesses of National Variety Trial Data for Multi-Environment Analysis: A Case Study on Grain Yield and Protein Content

被引:9
作者
Eichi, Vahid Rahimi [1 ,2 ]
Okamoto, Mamoru [1 ,2 ]
Garnett, Trevor [1 ,2 ,3 ]
Eckermann, Paul [1 ,2 ]
Darrier, Benoit [1 ]
Riboni, Matteo [1 ]
Langridge, Peter [1 ,4 ]
机构
[1] Univ Adelaide, Sch Agr Food & Wine, Glen Osmond, SA 5064, Australia
[2] Univ Adelaide, Waite Res Inst, ARC Ind Transformat Res Hub Wheat Hot & Dry Clima, Glen Osmond, SA 5064, Australia
[3] Univ Adelaide, Australian Plant Phen Facil, PMB1, Glen Osmond, SA 5064, Australia
[4] Julius Kuhn Inst, Wheat Initiat, D-14195 Berlin, Germany
来源
AGRONOMY-BASEL | 2020年 / 10卷 / 05期
关键词
National Variety Trials; grain protein content; multi-environment; grain yield; high and low protein wheat; environment type; grain protein deviation; BREAD WHEAT; NEGATIVE RELATIONSHIP; FOOD SECURITY; QUALITY; MANAGEMENT; DEVIATION; CROP; CONSTRAINTS; TEMPERATURE; IMPROVEMENT;
D O I
10.3390/agronomy10050753
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Multi-environment trial studies provide an opportunity for the detailed analysis of complex traits. However, conducting trials across a large number of regions can be costly and labor intensive. The Australian National Variety Trials (NVT) provide grain yield and protein content (GPC) data of over 200 wheat varieties in many and varied environments across the Australian wheat-belt and is representative of similar trials conducted in other countries. Through our analysis of the NVT dataset, we highlight the advantages and limitations in using these data to explore the relationship between grain yield and GPC in the low yielding environments of Australia. Eight environment types (ETs), categorized in a previous study based on the time and intensity of drought stress, were used to analyze the impact of drought on the relationship between grain yield and protein content. The study illustrates the value of comprehensive multi-environment analysis to explore the complex relationship between yield and GPC, and to identify the most appropriate environments to select for a favorable relationship. However, the NVT trial design does not follow the rigor associated with a normal genotype x environment study and this limits the accuracy of the interpretation.
引用
收藏
页数:14
相关论文
共 61 条
  • [1] Heat shocks increasingly impede grain filling but have little effect on grain setting across the Australian wheatbelt
    Ababaei, Behnam
    Chenu, Karine
    [J]. AGRICULTURAL AND FOREST METEOROLOGY, 2020, 284
  • [2] Constraints to achieving high potential yield of wheat in a temperate, high-rainfall environment in south-eastern Australia
    Acuna, Tina Botwright
    Dean, Geoff
    Riffkin, Penny
    [J]. CROP & PASTURE SCIENCE, 2011, 62 (02): : 125 - 136
  • [3] The role of management in yield improvement of the wheat crop - a review with special emphasis on Western Australia
    Anderson, WK
    Hamza, MA
    Sharma, DL
    D'Antuono, MF
    Hoyle, FC
    Hill, N
    Shackley, BJ
    Amjad, M
    Zaicou-Kunesch, C
    [J]. AUSTRALIAN JOURNAL OF AGRICULTURAL RESEARCH, 2005, 56 (11): : 1137 - 1149
  • [4] Production practices for improved grain yield and quality of soft wheats in Western Australia
    Anderson, WK
    Sawkins, D
    [J]. AUSTRALIAN JOURNAL OF EXPERIMENTAL AGRICULTURE, 1997, 37 (02): : 173 - 180
  • [5] [Anonymous], 2009, R LANG ENV STAT COMP
  • [6] [Anonymous], BENEFIT AUSTR GRAIN
  • [7] [Anonymous], 2002, BREAD WHEAT IMPROVEM
  • [8] Nitrogen remobilization during grain filling in wheat: Genotypic and environmental effects
    Barbottin, A
    Lecomte, C
    Bouchard, C
    Jeuffroy, MH
    [J]. CROP SCIENCE, 2005, 45 (03) : 1141 - 1150
  • [9] Evaluation of Grain Yield and Quality Traits of Bread Wheat Genotypes Cultivated in Northwest Turkey
    Bilgin, Oguz
    Guzman, Carlos
    Baser, Ismet
    Crossa, Jose
    Korkut, Kayihan Zahit
    [J]. CROP SCIENCE, 2016, 56 (01) : 73 - 84
  • [10] Blakeney A B., 2009, Understanding Australian Wheat Quality: A Basic Introduction to Australian Wheat Quality