Screening of drought tolerant wheat (Triticum aestivum L.) genotypes using stress tolerance indices and principle component analysis

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Research Paper 01/09/2019
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Screening of drought tolerant wheat (Triticum aestivum L.) genotypes using stress tolerance indices and principle component analysis

Muzamil Hussain Memon, Saima Mir Arain, Shah Nawaz Mari, Wazir Ali Metilo, Syed Razaq Amin Shah, Ghulam Sarwer Channa
Int. J. Biosci. 15(3), 130-136, September 2019.
Copyright Statement: Copyright 2019; The Author(s).
License: CC BY-NC 4.0

Abstract

As climate is changing and shortage of water resources takes place at alarming level wheat productivity is influenced at larger scale. Keeping this scenario in view, a field experiment was conducted at the experimental farm of Nuclear Institute of Agriculture (NIA), Tandojam, Pakistan, during Rabi season 2017-18. In this study, sixteen wheat genotypes were used to evaluate appropriate genotypes best suited to water stress based on stress selection indices. Statistically experiment was conducted in randomized complete block design (RCBD) with three replications. Seven stress tolerance indices i.e, Stress Tolerance Index (STI), Stress Susceptibility Index (SSI), Tolerance Index (TOL), Harmonic Mean Productivity (HMP), Geometric Mean Productivity (GMP), Mean Productivity (MP) and Yield Stability Index (YSI) were evaluated. Result showed that in first and second factors in principle component analysis (PCA) exhibited 99.7% of variability. Based on PCA analysis four genotypes (CIM-04-10, C7-98-4, C2-13-5c and C5-13-5b) were categorized as tolerant (T), four genotypes (C2-98-8, C3-13-6b, V2-10-3 and NIA-Sunhari) were classified as moderate-tolerant (MT), five genotypes (V2-10-5, C5-13-2b, V2-10-15, Kiran-95 and C5-13-4a) were considered as moderate-sensitive (MS) and remaining three genotypes (CIM-04-18, V3-10-9 and Chakwal) were identified as sensitive (S) genotypes against water stress conditions. Thus, the identified stress tolerant genotypes could be utilized for further breeding programs.

Abdolshahi R, Abdorahim S, Maryam N, Shahram P, Ghasem M. 2013. Screening drought-tolerant genotypes in bread wheat (Triticum aestivum L.) using different multivariate methods. Archives of Agronomy and Soil Science 59(5), 685-704, http://dx.doi.org/10.1080/03650340.2012.667080

Ahmed I, Khaliq I, Mahmood N, Khan N. 2015. Morphological and physiological criteria for drought tolerance at seeding stage in wheat. Journal of Animal and Plant Sciences 25(4), 1041-1048.

Arshadi A, Karami E, Sartip A, Zare M, Rezabakhsh P. (2018). Genotypes performance in relation to drought tolerance in barley using multi-environment trials. Agronomy Research 16(1), 5 21. https://doi.org/10.15159/AR.18.004

Asl RG, Hamdollah KA, Mehrdad Y, Golomreza A, Leila GA, Taregh G. 2011. Evaluation of drought tolerance indices and grain yield in wheat genotypes using principal components analysis. Middle-East Journal of Scientific Research 8(5), 880-884.

Clarke JM, Fred T, Thomas NM, David GG. 1984. Growth analysis of spring wheat cultivars of varying drought resistance. Crop Science 24, 537-541. doi:10.2135/cropsci1984.0011183X002400030026x

Drikvand R, Behrooz D, Tahmaseb H. 2012. Response of rainfed wheat genotypes to drought stress using drought tolerance indices. Journal of Agricultural Science (4), 7 doi:10.5539/jas.v4n7p126

El-Hashash EF, EL-Agoury RYA, El-Absy KM, Sakr SMI. 2018. Genetic Parameters, Multivariate Analysis and Tolerance Indices of Rice Genotypes under Normal and Drought Stress Environments. Asian Journal of Research in Crop Science 1(3), 1-18; Article no. AJRCS.4154. https://doi.org/10.9734/AJRCS/2018/41549

Fard AK, Sedaghat S. 2013. European Journal of Experimental Biology 3(2), 201-204.

Farshadfar E, Mohsen S, Saeid J. 2012. Evaluation of drought tolerance screening techniques among some landraces of bread wheat genotypes. European Journal of Experimental Biology 2(5), 1585-1592.

Fernandez GCJ. 1992. Effective selection criteria for assessing plant stress tolerance. In: Kuo C.G (ed) Proceedings of the International Symposium on Adaptation of Vegetables and Other Food Crops in temperature and water stress, Publication, Tainan, Taiwan.

Fischer RA, Maurer R. 1978. Drought resistance in spring wheat cultivar I: Grain yield responses. Australian Journal of Agricultural Research (29), 897-912. http://dx.doi.org/10.1071/AR9780897

Ghasemi M, Ezatollah F. 2015. Screening drought tolerant genotypes in wheat using multivariate and stress tolerance score methods. International Journal of Biosciences (6), 326-333

Janmohammadi M, Dezfuli PM, Sharifzadeh F. 2008. Seed invigorations techniques to improve germination and early growth of inbred line of maize under salinity and drought stress. General and Applied Plant Physiology (34), 215-226.

Kabir R, Anisa I, Misbah Z, Muhammad AM. 2017. Evaluation of bread wheat genotypes for yield and its associated traits. International Journal of Biosciences 11(2), 77-81.

Kabir R, Farahbaksh H, Nusibi F. 2012. Effect of stress and its interaction with salicylic acid on black cumin (Nigella sativa) germination. World Applied Sciences Journal 18(4), 520-727.

Khakwani AA, Mike D, Mustafiz M, Muhammad MA. 2012. Growth and yield response of wheat varieties to water stress at booting and anthesis stages of development. Pakistan Journal of Botany 44(3), 879-886.

Khan FU, Mohammad F. 2016. Application of stress selection indices for assessment of nitrogen tolerance in wheat (Triticum aestivum L.) The Journal of Animal & Plant Sciences, 26(1), 201-210.

Karimizadeh RM, Abdipour M. Australian Journal of Crop Science, 2011, 5(4): 487-493.

Mohammadi P, Mohtasham M, Rahmatollah K. 2012. Selection for drought tolerance in durum wheat genotypes. Annals of Biological Research 3(8), 3898-3904.

Mollasadeghi V. 2010. Effect of potassium humate on yield and yield components of wheat genotypes under end seasonal drought stress condition. Thesis of M.Sc in plant breeding. Islamic Azad University, Ardabil branch.

Pakistan Economic Survey. 2018. Ministry of Finance Food, Agriculture and Livestock, Federal Bureau of Statistics, Government of Pakistan, p 18.

Ramesh RP, Nutan RG, Arun J. 2015. Exploring stress tolerance indices to identify terminal heat tolerance in spring wheat in Nepal. Journal of Wheat Research 7(1), 13-17.

Rosoielle AA, Hamblin J. 1981. Theoretical aspects of selection for yield in stress and non-stress environments. Crop Science (21), 943-946. http://dx.doi.org/10.2135/cropsci1981.0011183X002100060033x

Sareen S, Tyagi BS, Tiwari V, Sharma I. 2012. Response estimation of wheat synthetic lines to terminal heat stress using stress indices. Journal of Agricultural Science (4), 97-104.

Mardeh AS, Ahmadi A, Poustini K, Mohammadi V. 2006. Evaluation of drought resistance indices under various environmental conditions. Field Crop Research (98), 222-229.

Slafer GA,  Araus JL, Royo C, Morol LG. Annals of .Biology, 2005, (146), 61-70.

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