Skip to main content
Log in

Genetic gains in grain yield, morphological traits and yield stability of middle-late maize hybrids released in Serbia between 1978 and 2011

  • Published:
Euphytica Aims and scope Submit manuscript

Abstract

Studies on genetic gains in grain yield and other traits may be very useful in providing necessary information to plant breeders about the effectiveness of their breeding programs. The objective of this research was to analyze changes in grain yield, yield stability and morphological characteristics of maize hybrids released in Serbia between 1978 and 2011. Five hybrids, representatives of different breeding periods, were chosen for this study. Field trials were conducted during 2013 and 2014 at three locations in Serbia. The estimated genetic gain per breeding period was 440 kg ha−1 which corresponds to an approximate annual linear increase in yield of 63 kg ha−1. Changes in morphological characteristics were presented graphically, compared to the reference value and defined by the third period of breeding. Plant and ear height, kernel row number, number of kernels per row and leaf number were reduced compared to the third breeding period. Kernel depth showed higher variation through periods while in other analyzed traits, major changes in value through the periods were not found. Stability analysis distinguished the hybrids from the sixth and seventh period of breeding as the most stable, whereas the most unstable were representatives of the fifth and third period. Changes in certain morphological traits and yield stability have led to an increase in the genetic potential of the hybrids most probably through the increased tolerance to biotic and abiotic stress factors.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Badu-Apraku B, Fakorede MAB, Oyekunle M (2014) Agronomic traits associated with genetic gains in maize yield during three breeding eras in West Africa. Maydica 59:49–57

    Google Scholar 

  • Bradley JP, Knittle KH, Troyer AF (1988) Statistical methods in seed corn product selection. J Prod Agric 1:34–38

    Article  Google Scholar 

  • Brien CJ (2015) asremlPlus: a collection of functions to augment the use of asreml in fitting mixed models. http://cran.at.r-project.org/web/packages/asremlPlus/index.html

  • Brown WL (1960) Races of maize in the West Indies. National academies 792. Washington, DC

  • Bruulsema TW, Tollenaar M, Heckman JR (2000) Boosting crop yields in the next century. Better Crops 84:9–13

    Google Scholar 

  • Butler DG, Cullis BR, Gilmour AR, Gogel BJ (2010) Analysis of mixed models for S language environments: asreml-R reference manual. Queensland DPI, Brisbane

    Google Scholar 

  • Cardwell VB (1982) Fifty years of Minnesota corn production: sources of yield increase. Agron J 74:984–990

    Article  Google Scholar 

  • Ci W, Li M, Liang X, Xie Z, Zhang D, Li X, Lu Z, Ru G, BaiL Xie C, Hao Z, Zhang S (2011) Genetic contribution to advanced yield for maize hybrids released from 1970 to 2000 in China. Crop Sci 51:13–20

    Article  Google Scholar 

  • Crossa J, Cornelius PL (1997) Sites regression and shifted multiplicative model clustering of cultivar trials sites under heterogeneity of variances. Crop Sci 37:406–415

    Article  Google Scholar 

  • Duvick DN (1997) What is yield? In: Edmeades GO, et al. (Eds) Developing drought and low N-tolerant maize. Proceedings of a symposium, March 25–29, 1996, CIMMYT, El Batan, Mexico. CIMMYT, México, D.F. pp 332–335

  • Duvick DN (2005) The contribution of breeding to yield advances in maize. Adv Agron 86:83–145

    Article  Google Scholar 

  • Duvick DN, Smith JSC, Cooper M (2004) Long-term selection in a commercial hybrid maize breeding program. Plant Breed Rev 24:109–151

    Google Scholar 

  • Fleischmann R (1942) Jahre maiszuchtung. Z. Fur Pflanzenzuchtung 24:363–373 (In German)

    Google Scholar 

  • Hadi G (2005) Contribution of the breeding methods used by Rudolf Fleischmann to the development of the Ruma maize heterosis source. Cereal Res Commun 33(2–3):509–516

    Article  Google Scholar 

  • Hadi G (2006) Maize varieties in Eastern Central Europe in the first decades of the 20th century. Acta Agro Hungarica 54(1):69–82

    Article  Google Scholar 

  • Ignjatović-Micić D, Ristić D, Babić V, Anđelković V, Marković K, Vančetović J (2013) Genetic assesment of maize landraces from former Yugoslavia. Genetika 45(2):405–417

    Article  Google Scholar 

  • Ivanović M, Vasić N, Jocković Đ, Stojaković M, Nastasić A (2006) Grain yield of NS maize hybrids representing different eras of breeding. A periodical of scientific research on field and vegetable crops. Institute of Field and Vegetable Crops, Novi Sad 42:15–20 (In Serbian)

    Google Scholar 

  • Ivanović M, Petrović R, Drinić G, Trifunović V, Kojić L, Vuković M, Mišović M, Radović G, Ristanović D, Pajić Z, Trifunović B, Jelovac D (1995) Fifty years of ZP maize hybrids breeding. Maize breeding, production and utilisation. 50 years of Maize Research Institute, Zemun Polje. Sept 28–29. Belgrade, Yugoslavia, pp 3–16 (In Serbian)

  • Lang ER, Tavčar A, Trifunović V (1962) Maize of Southeastern Europe and its potential value in breeding programs elsewhere. Euphytica 11:263–272

    Google Scholar 

  • Lee EA, Tollenaar M (2007) Physiological basis of successful breeding strategies for maize grain yield. Crop Sci 47(S3):S202–S215

    Google Scholar 

  • Leibman M, Shryock JJ, Clements MJ, Hall MA, Loida PJ, McClerren AL, McKiness ZP, Phillips JR, Rice EA, Stark SB (2014) Comparative analysis of maize (Zea mays) crop performance: natural variation, incremental improvements and economic impacts. Plant Biotechnol J 12:941–950

    Article  PubMed  Google Scholar 

  • Ma DL, Xie RZ, Niu XK, Li SK, Long HL, Liu YE (2014) Changes in the morphological traits of maize genotypes in China between the 1950s and 2000s. Europ J Agron 58:1–10

    Article  Google Scholar 

  • McCullagh P, Nelder JA (1989) Generalized Linear Models, 2nd edn. Chapman and Hall, London

    Book  Google Scholar 

  • Niu X, Xie R, Liu X, Zhang F, Li S, Gao S (2013) Maize yield gains in Northeast China in the last six decades. J Integr Agric 12(4):630–637

    Article  Google Scholar 

  • Pavličić J, Trifunović V (1966) Prilog poznavanju nekih značajnijih ekotipova kukuruza gajenih u Jugoslaviji i njihova klasifikacija. Arhiv za Poljoprivredne nauke 19(66):44–62 (In Serbian)

    Google Scholar 

  • R Core Team (2015) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna

    Google Scholar 

  • Radić D (1872) Sve o kukuruzu. Društvo za poljsku privredu, Beograd (In Serbian)

    Google Scholar 

  • Russell WA (1984) Agronomic performance of maize cultivars representing different eras of breeding. Maydica 29:375–390

    Google Scholar 

  • Russell WA (1974) Comparative performance for maize hybrids representing different eras of maize breeding. In: 29th Ann Corn and Sorghum Res Conf 29. American Seed Trade Association, Chicago pp 81–101

  • Russell WA (1972) Registration of B70 and B73 parental lines of maize. Crop Sci 12:721

    Article  Google Scholar 

  • Shull GH (1908) The composition of a field of maize. Rept Am Breeders Assoc 4:296–301

    Google Scholar 

  • Smith S, Cooper M, Gogerty J, Löffler C, Borcherding D, Wright K (2014) Maize. In: Smith et al (eds) Yield gains in major U.S. field crops. CSSA special publication 33 ASA, CSSA, and SSSA, Madison, pp 125–171

    Google Scholar 

  • Statistical office of the Republic of Serbia (2015) http://www.webrzs.gov.rs

  • Stojaković M, Jocković Đ, Bekavac G, Nastasić A, Vasić N, Purar B (2000) Characteristics maize inbred lines originating from local populations. Cereal Res Commun 28(3):299–306

    Google Scholar 

  • Stojaković M, Ivanović M, Jocković Đ, Vasić N (2007) Characteristics of reselected Mo17 and B73 inbred lines of maize. Maydica 52:257–260

    Google Scholar 

  • Stojaković M, Ivanović M, Bekavac G, Stojaković Ž (2010) Grain yield of B73 x Mo17-type maize hybrids from different periods of breeding. Cereal Res Commun 38(3):440–448

    Article  Google Scholar 

  • Stojaković M, Mitrović B, Zorić M, Ivanović M, Stanisavljević D, Nastasić A, Dodig D (2015) Grouping pattern of maize test locations and its impact on hybrid zoning. Euphytica 204:419–431

    Article  Google Scholar 

  • Stričević R, Djurović N, Djurović Ž (2011) Drought classification in Northern Serbia based on SPI and statistical pattern recognition. Meteorol Appl 18:60–69

    Article  Google Scholar 

  • Tollenaar M, Lee EA (2002) Yield potential, yield stability and stress tolerance in maize. Field Crop Res 75:161–169

    Article  Google Scholar 

  • Trifunović V (1978) Maize production and maize breeding in Europe. In: Walden DB (ed) Maize Breeding and Genetics, Wiley New York, pp 41–57

  • Trifunović V (1986) 40 years of the modern maize breeding in Yugoslavia. In: Proc genetic and breeding of Maize, Belgrade, pp 11–12Dec (In Serbian)

  • Vančetović J, Mladenović-Drinić S, Babić M, Ignjatović-Micić D, Anđelković V (2010) Maize Genebank collections as potentially valuable breeding material. Genetika 42(1):9–21

    Article  Google Scholar 

  • Videnović Ž, Dumanović Z, Simić M, Srdić J, Babić M, Dragičević V (2013) Genetic potential and maize production in Serbia. Genetika 45(3):667–677

    Article  Google Scholar 

  • Wang T, Ma X, Li Yu, Bai D, Liu C, Liu Z, Tan X, Shi Y, Song Y, Carlone M, Bubeck D, Bhardwaj H, Jones E, Wright K, Smith S (2011) Changes in yield and yield components of single-cross maize hybrids released in China between 1964 and 2001. Crop Sci 51:512–525

    Article  Google Scholar 

  • Yan W (2014) Crop Variety Trials: data management and analysis. Wiley-Blackwell, New York

    Book  Google Scholar 

  • Yan W, Hunt LA, Sheng Q, Szlavnics Z (2000) Cultivar evaluation and mega-environment investigation based on the GGE biplot. Crop Sci 40:597–605

    Article  Google Scholar 

  • Zlokolica M, Milošević M, Gerić I (1995) Genetic variability of yugoslav corn collections. Genetika 27(1):63–83

    Google Scholar 

  • Zuber MS (1973) Registration of 20 maize parental lines. Crop Sci 13:779–780

    Article  Google Scholar 

Download references

Acknowledgments

This work was supported by Ministry of Education, Science and Technological Development, Republic of Serbia, through the Project TR1661056. The authors are also grateful to reviewers whose comments and suggestions led to improvement of the manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Bojan Mitrović.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mitrović, B., Stojaković, M., Zorić, M. et al. Genetic gains in grain yield, morphological traits and yield stability of middle-late maize hybrids released in Serbia between 1978 and 2011. Euphytica 211, 321–330 (2016). https://doi.org/10.1007/s10681-016-1739-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10681-016-1739-6

Keywords

Navigation