The selection of breeding lines of spring barley on the basis of statistical analysis of three year trial series
Bogna Zawieja
bogna.zawieja@up.poznan.plKatedra Metod Matematycznych i Statystycznych, Uniwersytet Przyrodniczy w Poznaniu (Poland)
Andrzej Bichoński
Małopolska Hodowla Roślin — Spółka z o.o., Kraków (Poland)
Abstract
In this paper the results of the analysis of three year breeding trial cycle with lines of spring barley is presented. Single replication, pre-preliminary and preliminary trials were conducted in the 2008, 2009 and 2010 respectively. The analyzed trials were conducted at the plant breeding station in Polanowice (Małopolska Hodowla Roślin). The presented conception of description of the results of the trial series with breeding lines and controls is based on an extensive use of the statistical methods. This approach enables a holistic view on the results of the conducted trials for the spring barley lines both from given breeding station and from different experimental stations. The analysis made it possible to show a small variation between the yields of breeding lines in a the not replicated trial. Variation between lines can be demonstrated when more advanced statistical methods, such as analysis of variance of augmented designs, analysis of variance of hierarchical designs or analysis of many years of trials, are used. On the basis of the three year synthetic evaluation of genotypes, which were bred in Polanowice, the interaction genotype × year has been shown by the revealed instability in yielding. A separate analysis of each year of the trials may result in the loss of valuable genotypes.
Keywords:
analysis of variance, breeding trials, spring barley, augumented design, several years trialsReferences
Ambroży K., Bakinowska E., Bocianowski J., Budka A., Pilarczyk W., Zawieja B. 2008 a. Statystyczne wspomaganie decyzji selekcyjnych na wczesnych etapach hodowli zbóż. Część I. Metody oceny efektów obiektowych. Biul. IHAR 250: 21 — 28.
Google Scholar
Ambroży K., Bakinowska E., Bocianowski J., Budka A., Pilarczyk W., Zawieja B. 2008 b. Statystyczne wspomaganie decyzji selekcyjnych na wczesnych etapach hodowli zbóż. Część II. Empiryczne porównanie metod oceny efektów obiektowych. Biul. IHAR 250: 29 — 39.
Google Scholar
Ceranka B., Chudzik H., 1977. Doświadczenia jednopowtórzeniowe z wzorcami. Siódme Colloquium Metodologiczne z Agro-Biometrii, PAN, Warszawa: 318 — 331.
Google Scholar
Federer W. T., Raghavarao D. 1975. On augmented designs. Biometrics 31: 39 — 35.
Google Scholar
Kiełczewska H., 1984. Analiza doświadczenia jednopowtórzeniowego z wzorcami. Listy Biometryczne 21: 21 — 28.
Google Scholar
Mądry W., Talbor M., Ukalski K., Drzazga T., Iwańska M. 2006. Podstawy teoretyczne znaczenia efektów genotypowych i interakcyjnych w hodowli roślin na przykładzie pszenicy ozimej. Biul. IHAR 240/241: 13 — 32.
Google Scholar
Meredith W. R. Jr., Boykin D. L., Bourland F. M., Caldwell W. D., Campbell B. T., Gannaway J. R., Glass K., Jones A. P., May L. M., Smith C. W., Zhang J. 2012. Genotype x Environment Interactions Over Seven Years for Yield, Yield Components, Fiber Quality, and Gossypol Traits in the Regional High Quality Tests. The Journal of Cotton Science 16: 160 — 169.
Google Scholar
Miller A., Williams J. C., Robinson H. F. 1959. Variety-environment interaction in cotton variety tests and their implications on testing methods. Agric. J. 51 (3): 132 — 134.
Google Scholar
Nawrocki Z. 1967.Teoria i praktyka doświadczenia rolniczego. Warszawa, PWRiL.
Google Scholar
Utz H. F. 1997. PLABSTAT. A computer program for statistical analysis of plant breeding experiments. Version 2N. Institute of Plant Breeding, Seed Science and Population Genetics, University of Hohenheim, Germany.
Google Scholar
Węgrzyn S. 2003. Ocena genetyczno-statystyczna wyników doświadczeń polowych z rodami hodowlanymi na przykładzie pszenicy ozimej. Biul. IHAR 230: 29 — 42.
Google Scholar
Authors
Bogna Zawiejabogna.zawieja@up.poznan.pl
Katedra Metod Matematycznych i Statystycznych, Uniwersytet Przyrodniczy w Poznaniu Poland
Authors
Andrzej BichońskiMałopolska Hodowla Roślin — Spółka z o.o., Kraków Poland
Statistics
Abstract views: 58PDF downloads: 37
License
Copyright (c) 2015 Bogna Zawieja, Andrzej Bichoński
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)
- Katarzyna Ambroży, Ewa Bakinowska, Jan Bocianowski, Anna Budka, Wiesław Pilarczyk, Bogna Zawieja, Statistical support of selection decisions at early stage of cereal breeding. Part II. Empirical comparison of treatment effects estimation methods , Bulletin of Plant Breeding and Acclimatization Institute: No. 250 (2008): Regular issue
- Katarzyna Ambroży, Ewa Bakinowska, Jan Bocianowski, Anna Budka, Wiesław Pilarczyk, Bogna Zawieja, Statistical support of selection decisions at early stage of cereal breeding. Part I. Methods of estimation of treatment effects , Bulletin of Plant Breeding and Acclimatization Institute: No. 250 (2008): Regular issue
- Tadeusz Adamski, Andrzej Bichoński, Zdzisław Biliński, Zbigniew Bystry, Piotr Jarosz, Dorota Jasińska, Zygmunt Kaczmarek, Karolina Krystkowiak, Anetta Kuczyńska, Wojciech Mikulski, Barbara Nowak, Wanda Orłowska-Job, Zdzisław Paszkiewicz, Michał Rębarz, Maria Surma, Anna Sybilska, Renata Trzeciak, The genotype-environment interaction for barley lines from different breeding stations , Bulletin of Plant Breeding and Acclimatization Institute: No. 249 (2008): Regular issue
- Wiesław Pilarczyk, Ewa Bakinowska, Jan Bocianowski, Bogna Zawieja, Optimization of preliminary plant breeding trials with spring barley , Bulletin of Plant Breeding and Acclimatization Institute: No. 255 (2010): Regular issue
- Alicja Pecio, Andrzej Bichoński, Nitrogen fertilization and fungicide application as the elements of spring barley production , Bulletin of Plant Breeding and Acclimatization Institute: No. 252 (2009): Regular issue
- Bogna Zawieja, Wiesław Pilarczyk, Bogna Kowalczyk, The COYU method and Bennett method. The empirical comparison of decisions concerning uniformity of crop plants cultivars , Bulletin of Plant Breeding and Acclimatization Institute: No. 264 (2012): Regular issue
- Tadeusz Adamski, Andrzej Bichoński, Zdzis Biliński, Zbigniew Bystry, Piotr Jarosz, Dorota Jasińska, Zygmunt Kaczmarek, Karolina Krystkowiak, Anetta Kuczyńska, Wojciech Mikulski, Barbara Nowak, Wanda Orłowska-Job, Zdzisław Paszkiewicz, Michał Rębarz, Maria Surma, Anna Sybilska, Identifying suitable locations for evaluating advanced barley breeding lines , Bulletin of Plant Breeding and Acclimatization Institute: No. 247 (2008): Regular issue
- Ewa Bakinowska, Jan Bocianowski, Anna Budka, Wiesław Pilarczyk, Bogna Zawieja, Katarzyna Ambroży, Estimation of error variance in unreplicated plant breeding trials with replicated standard treatments , Bulletin of Plant Breeding and Acclimatization Institute: No. 251 (2009): Regular issue
- Bogna Zawieja, Ewa Bakinowska, Wiesław Pilarczyk, The comparison of three methods of selection of best genotypes in unreplicated plant breeding trials , Bulletin of Plant Breeding and Acclimatization Institute: No. 255 (2010): Regular issue
