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
Abstract views: 79PDF downloads: 39
License
Copyright (c) 2015 Tadeusz Drzazga, Marcin Studnicki
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Upon submitting the article, the Authors grant the Publisher a non-exclusive and free license to use the article for an indefinite period of time throughout the world in the following fields of use:
- Production and reproduction of copies of the article using a specific technique, including printing and digital technology.
- Placing on the market, lending or renting the original or copies of the article.
- Public performance, exhibition, display, reproduction, broadcasting and re-broadcasting, as well as making the article publicly available in such a way that everyone can access it at a place and time of their choice.
- Including the article in a collective work.
- Uploading an article in electronic form to electronic platforms or otherwise introducing an article in electronic form to the Internet or other network.
- Dissemination of the article in electronic form on the Internet or other network, in collective work as well as independently.
- Making the article available in an electronic version in such a way that everyone can access it at a place and time of their choice, in particular via the Internet.
Authors by sending a request for publication:
- They consent to the publication of the article in the journal,
- They agree to give the publication a DOI (Digital Object Identifier),
- They undertake to comply with the publishing house's code of ethics in accordance with the guidelines of the Committee on Publication Ethics (COPE), (http://ihar.edu.pl/biblioteka_i_wydawnictwa.php),
- They consent to the articles being made available in electronic form under the CC BY-SA 4.0 license, in open access,
- They agree to send article metadata to commercial and non-commercial journal indexing databases.
Most read articles by the same author(s)
- Maciej Majka, Magdalena Gawłowska, Adriana Twardawska, Marek Korbas, Jakub Danielewicz, Tomasz Góral, Bogusława Ługowska, Jolanta Belter, Edward Witkowski, Tadeusz Drzazga, Przemysław Matysik, Urszula Woźna-Pawlak, Halina Wiśniewska, Use of molecular and phenotypic markers to identify wheat eyespot resistance genes caused by Oculimacula yallundae and O. acuformis , Bulletin of Plant Breeding and Acclimatization Institute: No. 288 (2020): Regular issue
- Tomasz Góral, Halina Wiśniewska, Piotr Ochodzki, Dorota Walentyn-Góral, Iga Grzeszczak, Jolanta Belter, Maciej Majka, Jerzy Bogacki, Tadeusz Drzazga, Bogusława Ługowska, Przemysław Matysik, Edward Witkowski, Krzysztof Rubrycki, Urszula Woźna-Pawlak, Fuzarioza kłosów oraz akumulacja toksyn fuzaryjnych w ziarnie rodów hodowlanych pszenicy ozimej , Bulletin of Plant Breeding and Acclimatization Institute: No. 282 (2017): Regular issue
- Marcin Studnicki, Wiesław Mądry, Tadeusz Śmiałowski, Multivariate analysis of phenotypic diversity in Polish spring wheat collection , Bulletin of Plant Breeding and Acclimatization Institute: No. 252 (2009): Regular issue
- Adriana Derejko, Wiesław Mądry, Dariusz Gozdowski, Jan Rozbicki, Jan Golba, Mariusz Piechociński, Marcin Studnicki, The influence of cultivar, location, crop management intensities, and their interactions on winter wheat yield in post-registration multi-environment trials (PDO) , Bulletin of Plant Breeding and Acclimatization Institute: No. 259 (2011): Regular issue
- Anna Rajfura, Wiesław Mądry, Tadeusz Drzazga, Marzena Iwańska, The clustering of locations based on multi-environment trials with different cultivars across years using the SEQRET package. Part II. An example for grain yield from winter wheat pre-registration trials , Bulletin of Plant Breeding and Acclimatization Institute: No. 250 (2008): Regular issue
- Mirosław Tyrka , Grzegorz Fic , Magdalena Szeliga , Marcin Jaromin , Paweł Krajewski , Paweł Milczarski , Tadeusz Drzazga , Przemysław Matysik , Róża Mazur , Teresa Sikora , Edward Witkowski , Justyna Buczkowicz , Dorota Tyrka , Genomic selection of winter wheat , Bulletin of Plant Breeding and Acclimatization Institute: No. 286 (2019): Special issue
- Tadeusz Drzazga, Paweł Krajewski, Tadeusz Śmiałowski, Ewa Śmiałek, Drought resistance assessment of winter wheat cultivars , Bulletin of Plant Breeding and Acclimatization Institute: No. 260/261 (2011): Regular issue
- Jakub Paderewski, Wiesław Mądry, Wiesław Pilarczyk, Tadeusz Drzazga, Retrospective study of yield response to environmental conditions in winter wheat cultivars using combined AMMI and cluster analysis to incomplete data: genetic progress for adaptability , Bulletin of Plant Breeding and Acclimatization Institute: No. 250 (2008): Regular issue
- Tadeusz Drzazga, Jakub Paderewski, Paweł Krajewski, The estimation of winter wheat field response to variable environmental conditions in post-registration cultivar trials , Bulletin of Plant Breeding and Acclimatization Institute: No. 253 (2009): Regular issue
- Marcin Studnicki, Wiesław Mądry, Tadeusz Śmiałowski, Comparison of statistical methods to development of a core collection for a spring wheat collection , Bulletin of Plant Breeding and Acclimatization Institute: No. 252 (2009): Regular issue
