Evaluation of adaptability to environments of varieties in multiple annual trials: a case study of winter wheat
Tadeusz Drzazga
nasiona@mhr.com.plMałopolska Hodowla Roślin sp. z o.o. Oddział w Kobierzycach (Poland)
Marcin Studnicki
Katedra Doświadczalnictwa i Bioinformatyki, Szkoła Główna Gospodarstwa Wiejskiego w Warszawie (Poland)
Abstract
The objective of this work is presenting the statistical procedures and method of inference about varieties’ responses to different environmental conditions in tested locations based on balanced dataset from annual pre-registration trials. Considered data set consisted of two-way genotype × environments classification. The two factor mixed model approaches included in Sergen 4 and Eksplan 2 softwares were used for analysis of the grain yield data. The evaluated winter wheat varieties were classified to groups with similar responses to the environments using Ward’s method for cluster analysis. Proposed statistical methods may be supporting tools in the breeding processes to differentiate the types of adaptive response to the environments in winter wheat varieties and enabling an effective search for genotypes with wide and narrow adaptation.
Keywords:
cluster analysis, cultivar adaptation, grain yield, pre-registration trials, winter wheatReferences
Anderson W. K. 2010. Closing the gap between actual and potential yield of rainfed wheat. The impacts of environment, management and cultivar. Field Crops Res. 116: 14 — 22.
Google Scholar
Annicchiarico P. 2002 a. Defining adaptation strategies and yield stability targets in breeding programmes In: Kang M. S. (Ed.) Quantitative genetics, genomics and plant breeding. CAB, Wallingford, UK: 165 — 183.
Google Scholar
Annicchiarico P. 2002 b. Genotype-environment interactions: challenges and opportunities for plant breeding and cultivar recommendations. FAO Plant Production and Protection Paper No. 174. Food and Agriculture Organization, Rome.
Google Scholar
Annicchiarico P., Royo C., Bellah F., Moragues M. 2009. Relationships among adaptation patterns, morphophysiological traits and molecular markers in durum wheat. Plant Breed. 128: 164 — 71.
Google Scholar
Caliński T., Czajka S., Kaczmarek Z., Krajewski P., Siatkowski I. 2003. Podręcznik użytkowania programu SERGEN 4 . Instytut Genetyki Roślin PAN, Poznań.
Google Scholar
Chapman S. C., Crossa J., Edmeades G. O. 1997. Genotype by environment effects and selection for drought tolerance in tropical maize. I. Two mode pattern analysis of yield. Euphytica 95: 1 — 9.
Google Scholar
de la Vega A. J., Chapman S. C. 2006. Defining sunflower selection strategies for a highly heterogeneous target population of environments. Crop Sci. 46: 136 — 144.
Google Scholar
Derejko A., Mądry W., Gozdowski D., Rozbicki J., Golba J., Piechociński M., Studnicki M. 2011. Wpływ odmian, miejscowości i intensywności uprawy oraz ich interakcji na plon pszenicy ozimej w doświadczeniach PDO. Biul. IHAR 259: 131 — 146.
Google Scholar
Drzazga T., Paderewski J., Mądry W., Krajewski P., 2009. Ocena rodzajów reakcji plonowania odmian pszenicy ozimej w doświadczeniach PDO na przestrzennie zmienne warunki przyrodnicze w kraju. Biul. IHAR 293: 71 — 82.
Google Scholar
Krajewski P., Kaczmarek Z., Czajka S. 2006. Podręcznik użytkownika programu Eksplan wersja 2.
Google Scholar
Mądry W., Paderewski J., Drzazga T. 2006. Ocena reakcji plonu ziarna rodów hodowlanych pszenicy ozimej na zmienne warunki środowiskowe za pomocą analizy AMMI. Fragm. Agron. 92: 130 — 143.
Google Scholar
Mądry W., Paderewski J., Gozdowski D., Drzazga T. 2011. Adaptive yield response of winter wheat cultivars across environments in Poland using joint AMMI and cluster analyses. Intern. J. Plant Prod. 5: 299 — 310.
Google Scholar
Paderewski J., Mądry W., Pilarczyk W., Drzazga T., 2008. Retrospektywne badanie reakcji plonu odmian pszenicy ozimej na warunki środowiskowe w miejscowościach za pomocą łącznej analizy AMMI i skupień: ocena postępu genetycznego w plonowaniu. Biul. IHAR 250: 87 — 106.
Google Scholar
Paderewski J., Gauch H. G., Mądry W., Drzazga T., Rodrigues P. C. 2011. Yield response of winter wheat to agro-ecological conditions using additive main effects and multiplicative interaction and cluster analysis. Crop Sci. 51: 969 — 980.
Google Scholar
Mądry W., Iwańska M. 2012. Measures of genotype wide adaptation level and their relationships in winter wheat. Cereal Res. Comm. 40: 592 — 601.
Google Scholar
Pecetti L., Annicchiarico P., Abdelguerfi A., Kallida R., Mefti M., Porqueddu C., Simoes N., Volaire F., Lelievre F. 2011. Response of Mediterranean tall fescue cultivars to contrasting agricultural environments and implications for selection. J. Agron. Crop Sci. 197: 12 — 20.
Google Scholar
Ward J. H. 1963. Hierarchical grouping to optimize an objective function. J. Am. Stat. Assoc. 58: 236 — 244.
Google Scholar
Authors
Tadeusz Drzazganasiona@mhr.com.pl
Małopolska Hodowla Roślin sp. z o.o. Oddział w Kobierzycach Poland
Authors
Marcin StudnickiKatedra Doświadczalnictwa i Bioinformatyki, Szkoła Główna Gospodarstwa Wiejskiego w Warszawie Poland
Statistics
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