Evaluation of sunflower (Helianthus annuus L.) germplasm using multivariate statistical techniques


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EVALUATION OF SUNFLOWER GERMPLASM USING MULTIVARIATE STATISTICAL TECHNIQUES

Authors

  • V K SINGH Department of Genetics and Plant Breeding, CCS Haryana Agricultural University, Hisar-125 004, Haryana
  • B SHARMA Department of Genetics and Plant Breeding, CCS Haryana Agricultural University, Hisar-125 004, Haryana
  • R K SHEORAN Department of Genetics and Plant Breeding, CCS Haryana Agricultural University, Hisar-125 004, Haryana
  • S CHANDER Department of Genetics and Plant Breeding, CCS Haryana Agricultural University, Hisar-125 004, Haryana
  • N TANWAR Department of Genetics and Plant Breeding, CCS Haryana Agricultural University, Hisar-125 004, Haryana

https://doi.org/10.56739/jor.v35i2.137406

Keywords:

Morphological Variables, Composite Index, Cluster Analysis, PCA, Sunflower

Abstract

Evaluation of sunflower hybrids using morphological data is necessary and essential in sunflower breeding programs. The aim of this paper was to evaluate the productive possibilities of some sunflower germplasm using multivariate technique. Fifty sunflower genotypes were characterized using eleven morphological traits. Among the traits studied, high coefficient of variation was observed for duration ofreproductive phase (11.73%), seed yield per plant (11.49%), 100-seedweight (8.98%) and head diameter (8.33%). Agglomerative hierarchical clusteringmethod classified the fifty genotypes into five clusters. A large number of genotypes were placed in cluster III (22) followed by cluster I (14), cluster II (6), cluster V (6) and cluster IV (2). The maximum inter-cluster distance of 47.83 was observed between clusters I and cluster IV indicating the possibility of high heterosis. The first four principal components showed 71.61% of the total variation. The genotype EC-512687 and EC-601746 had found top rank by both the methods. The results of PCA were closely in line with those of composite indices. These results can be used by breeders in sunflower breeding program.

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References

Arshad M, Khan M A, Jadoon S and Mohmand A S 2010. Factor analysis in sunflower (Helianthus annuus L.) to investigate desirable hybrids. Pakistan Journal of Botany, 42: 4393-4402.

Ayana A and Becele E 1999. Multivariate analysis of morphological variation in sorghum (Sorghum bicolor L. Moench) germplasm from Ethiopia and Eritrea. Crop Evolution, 46: 273-284.

Cross R J 1992. A proposed revision of the IBPGR barley descriptor list. Theoretical and Applied Genetics, 84: 501-507.

Dong G J, Liu G S and Li K F 2007. Studying genetic diversity in the core germplasm of confectionary sunflower (Helianthus annuus L.) in china based on AFLP and morphological analysis. Russian Journal of Genetics, 43: 627-635.

Fick G N 1989. Sunflower. In: Oil Crops of the World, Rbbelen G., Downey R.K., Ashri A. (Eds). McGraw-Hill, New York, pp. 301-318.

Grahic J, Gasi F, Kurtovi M, Kari L, Iki M and Gadzo D 2013. Morphological evaluation of common bean diversity in Bosnia and Herzegovina using the Discriminant analysis of Principle Components (DAPC) multivariate methods. Genetika, 45(3): 963-977.

Hailu F, Merker A, Singh H, Belay G and Johansson E 2006. Multivariate analysis of diversity of tetraploid wheat germplasm from Ethiopia. Genetic Resources and Crop Evolution, 54: 83-97. https://www.xlstat.com. http://dx.doi.org/10. 1007/978-1-4614-0356-2_2.

Jeffers J N R 1967. Two case studies in the application of principal component analysis. Applied Statistics, 16: 225-236.

Karaaslan D, Hatipoglu A, Türk Z and Kaya Y 2010. Determination of potential sunflower cultivars (Helianthus annuus L.) cultivars for the irrigated conditions of Diyarbakir. Helia, 33:145-152.

Kholghi M, Bernousi I, Darvishzadeh R, Pirzad A and Maleki H H 2011. Collection, evaluation and classification of Iranian confectionary sunflower (Helianthus annuus L.) populations using multivaraite statistical techniques. African Journal of Biotechnology, 10(28): 5444-5451.

Liu J, Liu Gong-She and Jan C C 2003. Comparison of genetic diversity of the germplasm resources of confectionary sunflower (Helianthus annuus L.) in China based on RAPDs and AFLPs. Acta Botanica Sinica, 45: 352-358.

Makanda I, Matamela T, Mashingaidze K, Chigeza G, Musanya J and Muungani D 2012. Breeding investigations into the gene action and agronomic performance ofsunflower traits based on F1 top-cross hybrids. Helia, 35: 31-40.

Miji A, Liovi I, Zduni Z, Mari S, Marjanovi Jeromela A and Jankulovska M 2009. Quantitative analysis of oil yield and its components in sunflower (Helianthus annuus L.). Romanian Agriculture Research, 26: 41-46.

Mohammadi S A and Prasanna B M 2003. Analysis of genetic diversity in crop plants-salient statistical tools and considerations. Crop Science, 43: 1235-1248.

Narain P, Rai S C and Shanti S 1991. Statistical evaluation of development on socioeconomic front. Journal ofIndian Society of Agriculture Statistics, 43: 329-345.

Nikolic D, Rakonjac V, Milatovic D and Fotiric M 2010. Multivariate analysis of vineyard peach (Prunuspersica L. Batsch.) germplasm collection. Euphytica, 171: 227-234.

Nooryazdan H, Serieys H, Bacilieri R, David J and Berville A 2010. Structure of wild annual sunflower (Helianthus annuus L.) accessions based on agro-morphological traits. Genetic Resources and Crop Evolution, 57: 27-39.

RamasubrhamanyamS V, Kumar S S and Ranganatha A R G 2003. Genetic divergence for seed parameters in sunflower (Helianthus annuus L.). Helia, 26: 73-80.

Rani M, Sheoran O P, Sheoran R K, Jambholkar S and Chander S 2017. Studies on genetic variability and interrelationship of seed yield and quality traits in germplasm collection of sunflower (Helianthus annuus L.). Annals of Biology, 33(1): 82-85.

Rani R, Sheoran R K and Chander S 2016. Association analysis for yield and component traits in sunflower (Helianthus annuus L.). Journal of Oilseeds Research, 33(3): 201-204.

Sadghi M, SeyedSharifi R, Namvar A, Khandan-e-Bejandi T and Molaei P 2008. Responses of sunflower yield and grain filling period to plant density and weed interference. Research Journal of Biological Sciences, 3: 1048-1053.

Smith S E, A1-Dos A L and Warburton M 1991. Morphological and agronomic variation in North African and Arabian alfalfa. Crop Science, 31: 1159-1163.

Srinivas B, Dangi K S, Drayaga H and Kumar S S 2006. Genetic divergence studies in sunflower (Helianthus annuus L.) germplasm lines. Journal of Oilseeds Research, 23: 41-51.

Sultana T and A Ghafoor 2008. Genetic diversity in ex-situ conservedLens culinaris for botanical descriptors, biochemical and molecular markers and identification of landraces from Indigenous genetic resources of Pakistan. Journal of Integrative Plant Biology, 50: 484-490.

Supriya S M, Vikas V, Kulkarni I, Shanker goud R, Lokesha and Govindappa M R 2016. Genetic variability studies for yield and yield components in sunflower (Helianthus annuus L.). Electronic Journal of Plant Breeding, 7(3): 737-741.

Tabrizi H Z, ?ahin E and Halilo?lu K 2011 Principal components analysis ofsome F1 sunflower hybrids at germination and early seedling growth stage. Journal of Agriculture of Atatürk University, 42: 103-109.

Upadhyaya H D, Reddy L J, Dwivedi S L, Gowda C L L and Singh S 2009. Phenotypic diversity in cold-tolerant peanut (Arachishypogaea L.) germplasm. Euphytica, 165: 279-291.

Vanitha J, Manivannan N, Chandirakala R and Abirami S 2017. Quantitative trait loci analysis for seed quality traits in sunflower (Helianthus annuus L.) recombinant inbred lines. Journal of Oilseeds Research, 34(1): 9-14.

Yadava D K, Vasudey S, Singh N, Mohapatra T and Prabhu K V 2012. Breeding major oil crops: Present status and future research needs. In: Technological Innovations in major world oil Crops Volume I, S K Gupta (Eds), Springer, New York.

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Submitted

2023-06-07

Published

2018-07-30

How to Cite

V K SINGH, B SHARMA, R K SHEORAN, S CHANDER, & N TANWAR. (2018). Evaluation of sunflower (Helianthus annuus L.) germplasm using multivariate statistical techniques: EVALUATION OF SUNFLOWER GERMPLASM USING MULTIVARIATE STATISTICAL TECHNIQUES. Journal of Oilseeds Research, 35(2). https://doi.org/10.56739/jor.v35i2.137406