Evaluation of Some Bread Wheat (Triticum aestivum L.) Landraces of Balochistan for Yield and Related Traits through Correlation and Path Analysis Research Article
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Abstract
Genetic diversity in wheat landraces is a major tool for incorporating desirable alleles in advanced breeding material. In the present study, we evaluated 54 landraces and 6 commercial varieties collected from different regions of Balochistan. Local landraces of Balochistan are better adapted to drought stress in the region and have some diverse genotypes. In this study, agronomic traits were characterized and correlation coefficient and path coefficient were determined for grain yield and other important agronomic traits, i.e., plant height, days to 50 % heading, productive tillers 0.5 m-2, spike length, seed number spike-1, 1000 grain weight, biological yield, and harvest index to confirm the association among the traits. According to the results, grain yield showed a significant positive correlation with all the traits except days to 50 % heading. The correlation of different traits with grain yield under stress conditions helps in indirect selection for high yield and can be incorporated in advanced lines to improve stress resistance in advanced germplasm. On average, a strong positive correlation was recorded for grain yield with harvest index (0.780) and biological yield (0.748). Path analysis revealed a high direct positive effect of HI (0.651) and biological yield (0.619) on grain yield, whereas the number of productive tillers showed a low negative direct effect (-0.036) on the grain yield. All other traits showed a low positive direct effect on grain yield. Biological yield and harvest index can play a significant role in indirect selection, while better yielding landraces can be used for genetic improvement of advanced germplasm that lack stress (drought) tolerance as compared to local landraces.
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1. Dewey DR, Lu K. A correlation and path‐coefficient analysis of components of crested wheatgrass seed production 1. Agronomy journal. 1959;51(9):515-8.
2. Shellenberger, J.A. Wheat in cereal Science. The Aui Pub. Co. Inc. West Port, Connectic sut. 1969:1-38.
3. Austin RB, Morgan CL, Ford MA, Blackwell RD. Contributions to grain yield from pre-anthesis assimilation in tall and dwarf barley phenotypes in two contrasting seasons. Annals of Botany. 1980;45(3):309-19.
4. Byerlee D, Moya P. Impacts of international wheat breeding research in the developing world, 1966-1990. CIMMYT. 1993.
5. Evans, L.T., and I.F. Wardlaw. Photoassimilate distribution in plants and crops. (wheat). In: Zamski E and Schaffer AA (Eds.), Marcel Dekker INC, New York. 1996;501-518 P.
6. Ehdaie B, Waines JG. Genetic variation for contribution of preanthesis assimilates to grain yield in spring wheat. Journal of Genetics and Breeding. 1996;50:47-56.
7. Subhani GM, Chowdhry MA. Correlation and path coefficient analysis in bread wheat under drought stress and normal conditions. Pakistan Journal of Biological Sciences. 2000;3(1):72-7.
8. Wegrzyn, S., T. Wojas and T. Smialowski. Agronomic traits in winter wheat (Triticum aestivum L.). Biuletyn-Instytutu-Hodowli-I-Aklimatyzacji- Roslin.No. 223-224. 2002:77-86.
9. Ashfaq MU, Khan AS, Ali ZU. Association of morphological traits with grain yield in wheat (Triticum aestivum L.). International Journal of Agriculture and Biology. 2003;5(3):262-4.
10. Kashif MU, Khaliq IH. Heritability, correlation and path coefficient analysis for some metric traits in wheat. International Journal of Agriculture and Biology. 2004;6(1):138-142.
11. Mohamed SG, Salama SM, Abd El-Aziz am. statistical studies for evaluation some varieties of wheat. Journal of Plant Production. 2005;30(6):2969-80.
12. Aycicek M, Yildirim T. Path coefficient analysis of yield and yield components in bread wheat (Triticum aestivum L.) genotypes. Pakistan Journal of Botany. 2006;38(2):417.
13. Mahmood Q, Lei WD, Qureshi S, Khan MD, Hayat Y, Jilani G, Shamshi IH, Tajammal MA, Khan MD. Heterosis, correlation and path analysis of morphological and biochemical characters in wheat (Triticum aestivum L.). Agriculture Journal. 2006;1(3):180-5.
14. Ehdaie B, Alloush GA, Madore MA, Waines JG. Genotypic Variation for Stem Reserves and Mobilization in Wheat. Crop science. 2006;46(2):735-46.
15. Hristov, N., N. Mladenov, and A. Kondic-Spika. Effects of cultivar and ecological factors on grain number in wheat spike. Novi Sad, Proceedings I. 2006:197-202.
16. Slafer GA. Physiology of determination of major wheat yield components. InWheat Production in Stressed Environments: Proceedings of the 7th International Wheat Conference, Mar del Plata, Argentina. Dordrecht: Springer Netherlands. 2007: 557-565.
17. Al Khanjari S, Filatenko AA, Hammer K, Buerkert A. Morphological spike diversity of Omani wheat. Genetic Resources and Crop Evolution. 2008;55(8):1185-95.
18. Akram Z, Ajmal SU, Munir M. Estimation of correlation coefficient among some yield parameters of wheat under rainfed conditions. Pakistan Journal of Botany. 2008;40(4):1777-81.
19. Ghaderi M, Zeinaali Kh, Hosseinzadeh AH, Taleei AR, Naghavi MR. Evaluation of relationships between grain yield, yield components and the other characteristics associated with grain yield in bread wheat using multivariate statistical analysis. Iranian Journal of Crop Research. 2009;7(2):573-582.
20. Kahrizi D, Cheghamirza K, Kakaei M, Mohammadi R, Ebadi A. Heritability and genetic gain of some morphophysiological variables of durum wheat (Triticum turgidum var. durum). African Journal of Biotechnology. 2010;9(30):4687-91.
21. Ahmad B, Khalil IH, Iqbal M, Rahman HU. Genotypic and phenotypic correlation among yield components in bread wheat under normal and late plantings. Sarhad Journal of Agriculture. 2010;26(2): 259-65.
22. Khan MH, Dar AN. Correlation and path coefficient analysis of some quantitative traits in wheat. African Crop Science Journal. 2010;18(1).
23. Sourour A, Chahine K, Youssef T, Olfa SA, Hajer SA. Phenotypic diversity of Tunisian durum wheat landraces. African Crop Science Journal. 2010;18(1).
24. Foulkes MJ, Slafer GA, Davies WJ, Berry PM, Sylvester-Bradley R, Martre P, Calderini DF, Griffiths S, Reynolds MP. Raising yield potential of wheat. III. Optimizing partitioning to grain while maintaining lodging resistance. Journal of experimental botany. 2011;62(2):469-86.
25. Mollasadeghi V, Imani AA, Shahryari R, Khayatnezhad M. Correlation and path analysis of morphological traits in different wheat genotypes under end drought stress condition. Middle-East journal of scientific research. 2011;7(2):221-4.
26. Çifci EA. Estimate of heterosis, correlation and path analysis for grain yield per spike and some agronomic traits on durum wheat (Triticum durum Desf). Journal of Animal and Plant Sciences. 2012; 22(3): 747-752.
27. Rameez Iftikhar RI, Ihsan Khaliq IK, Muhammad Kashif MK, Ahmad MA, Smiullah S. Study of morphological traits affecting grain yield in wheat (Triticum aestivum L.) under field stress condition. Middle-East Journal of Scientific Research. 2012;11:19-23.
28. Peymaninia Y, Valizadeh M, Shahryari R, Ahmadizadeh M, Habibpour M. Relationship among morpho-physiological traits in bread wheat against drought stress at presence of a leonardite derived humic fertilizer under greenhouse condition. International Research Journal of Applied and Basic Sciences. 2012;3(4):822-830.
29. Habibpour, M., M. Ahmadizadeh, and H. Shahbazi. Assessment relationship between agro-morphological traits and grain yield in bread wheat genotypes under drought stress condition. African Journal of Biotechnology. 2012;11(35):8698-8704.
30. Siahbidi MM, Aboughadareh AP, Tahmasebi GR, Teymoori M, Jasemi M. Evaluation of genetic diversity and interrelationships of agro-morphological characters in durum wheat (Triticum durum Desf.) lines using multivariate analysis. International journal of Agriculture. 2013;3(1):184.
31. Jaradat AA. Wheat Landraces: A mini review. Emirates Journal of Food & Agriculture (EJFA). 2013 Jan 1;25(1).
32. Baloch MJ, Baloch E, Jatoi WA, Veesar NF. Correlations and heritability estimates of yield and yield attributing traits in wheat (Triticum aestivum L.). Pakistan Journal of Agriculture. 2013; 29(2):96-105.
33. Food and agriculture organization. Trade and Market Division of FAO under Global Information and Early Warning System (GIEWS). 2014.
34. Government of Pakistan. Agriculture statistics of Pakistan, Economic survey of Pakistan, Islamabad Pakistan. 2014.
35. Mohammadi M, Sharifi P, Karimizadeh R. Sequential path analysis for determination of relationship between yield and yield components in bread wheat (Triticum aestivum. L.). Notulae Scientia Biologicae. 2014;6(1):119-24.
36. Tehseen MM, Tonk FA, Tosun M, Istipliler D, Amri A, Sansaloni CP, Kurtulus E, Mubarik MS, Nazari K. Exploring the genetic diversity and population structure of wheat landrace population conserved at ICARDA genebank. Frontiers in Genetics. 2022;13: 900572.
37. Boulacel M, Hadji T, Ghennai A, Hadji M, Benlahbib A, Souilah N, Bendif H. Varietal assessment, heritability and correlation analysis of adaptation-and production-related traits in bread wheat landraces of the Algerian sahara oases. Anbar Journal of Agricultural Sciences. 2024;22(2).
38. KC B, Pandit R, Maharjan B, Adhikari NR, Poudel MR, Thapa DB, Poudel S. Genetic Parameters, Correlation, and Multivariate Analysis of Yield and Yield Components in 30 Promising Wheat (Triticum aestivum L.) Genotypes. International Journal of Agronomy. 2025;2025(1):3774228.