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Weighted geometric mean index: A model to evaluate drought tolerance in post-rainy season sorghum (Sorghum bicolor (L.) Moench)

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Abstract

In India, post-rainy season sorghum, a cereal crop is very crucial for food and fodder security in the drought prone areas. The aim of this study was to provide an improved or better index to identify drought-tolerant genotypes. Stress susceptible index (SSI) is currently the most commonly used index by plant breeders globally to select drought-tolerant genotypes. However, SSI has certain limitations which can be addressed by new index, i.e., weighted geometric mean index (WGMI). In the present study, 42 and 25 genotypes were evaluated under three environments during the post-rainy seasons of 2015–2016 and 2016–2017, respectively, using split plot design. Genotypes were categorized as tolerant, moderately tolerant and susceptible using model WGMI. Significant and negative correlations were observed between WGMI and SSI for grain and stover yield in most of the cases. The best index to identify drought-tolerant genotypes must be highly significantly correlated with traits under stress and non-stress environments. In this context, our proposed index demonstrated higher correlation with grain and stover yield in comparison with SSI and higher coefficient of determination to identify drought-tolerant genotypes. WGMI was found to be more appropriate and reliable indicator, as it gives information regarding higher yield along with drought tolerance. In addition, it was shown to provide information on wide adaptability of genotypes under several environments. The correlation studies suggested that the traits associated with drought tolerance were early flowering, longer peduncle length and higher panicle emergence (percent).

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References

  • Ali MA, Abbas A, Niaz S, Zulkiffal M, Ali S (2009) Morpho-physiological criteria for drought tolerance in, sorghum (Sorghum bicolor) at seedling and post-anthesis stages. Int J Agric Biol 11:674–680

    Google Scholar 

  • Baalbaki R, Zurayk R, Maya B, Talhouk NS (1999) Germination and seedling development of drought tolerant and susceptible wheat under moisture stress. Seed Sci Technol 27(1):291–302

    Google Scholar 

  • Blum A (1988) Plant breeding for stress environments. CRC Press, Boca Raton

    Google Scholar 

  • Bonea D, Urechean V (2011) The evaluation of water stress in maize (Zea mays L.) using selection indices. Rom Agric Res 28:79–86

    Google Scholar 

  • Bouslama M, Schapaugh WT (1984) Stress tolerance in soybean. Part 1: evaluation of three screening techniques for heat and drought tolerance. Crop Sci 24:933–937

    Article  Google Scholar 

  • Boyer JS (1982) Plant productivity and environment. Science 218:443–448

    Article  CAS  Google Scholar 

  • Farshadfar E, Sutka J (2002) Multivariate analysis of drought tolerance in wheat substitution lines. Cereal Res Commun 31:33–39

    Article  Google Scholar 

  • Fernandez GC (1992) Effective selection criteria for assessing plant stress tolerance. In: Proceedings of the international symposium on adaptation of vegetables and other food crops in temperature and water stress, Taiwan 13–16 August 1992. pp 257–270

  • Fischer RA, Maurer R (1978) Drought resistance in spring wheat cultivars. I. Grain yield responses. Aust J Agr Res 29:897–912

    Article  Google Scholar 

  • Gupta SP (1989) Statistical methods. Sultan Chand and Sons, New Delhi

    Google Scholar 

  • Kalpande VV, Sakhare BA, Ghorade RB, Kahate LAP, NS, (2015) Potential parents for grain yield and early maturity in rabi sorghum. Plant Arch 15(1):127–128

    Google Scholar 

  • Kamrani M, Hoseini Y, Ebadollahi A (2018) Evaluation for heat stress tolerance in durum wheat genotypes using stress tolerance indices. Arch Agron Soil Sci 64:38–45

    Article  CAS  Google Scholar 

  • Kholovaa J, McLeanb G, Vadeza V, Craufurda P, Hammer GL (2013) Drought stress characterization of post-rainy season (post-rainy) sorghum in India. Field Crop Res 141:38–46

    Article  Google Scholar 

  • Menezes CB, Ticona-Benavente CA, Tardin FD, Cardoso MJ, Bastos EA, Nogueira DW, Portugal AF, Santos CV, Schaffert RE (2014) Selection indices to identify drought-tolerant grain sorghum cultivars. Genet Mol Res 13(4):9817–9827

    Article  CAS  Google Scholar 

  • Moosavi SS, Yazdi SB, Naghavi MR, Zali AA, Dashti H, Pourshahbazi A (2008) Introduction of new indices to identify relative drought tolerance and resistance in wheat genotypes. Desert 12:165–178

    Google Scholar 

  • Naghavi MR, Aboughadareh AP, Khalili M (2013) Evaluation of drought tolerance indices for screening some of corn (Zea mays L.) cultivars under environmental conditions. Not Sci Biol 5(3):388–393

    Article  Google Scholar 

  • Panse VG, Sukhatme PV (1976) Statistical methods for agricultural research. Indian Council of Agriculture Research, New Delhi

    Google Scholar 

  • Ramroodi M, Baradaran R, Saberi MH, Rad MRN (2013) Evaluation of the advanced cultivars and lines of wheat bread in cutting irrigation condition atflowering stag by using the drought tolerance indices in Sistan region. Int J Agric Crop Sci 5:1601–1605

    Google Scholar 

  • Reddy PS, Patil JV, Nirmal SV, Gadakh SR (2012) Improving post-rainy season sorghum productivity in medium soils: Does ideotype breeding hold a clue? Cur Sci 102(6):906–908

    Google Scholar 

  • Rosielle AA, Hambling J (1981) Theoretical aspects of selection for yield in stress and non stress environments. Crop Sci 21:943–946

    Article  Google Scholar 

  • Samdur MY, Talwar HS, Prabhakar, Tonapi VA, Elangovan M (2017) Evaluation of germplasm and advanced breeding lines of post-rainy sorghum [Sorghum bicolour (L.) Moench] for post flowering drought tolerance. In: Abstract of paper. Symposium conducted atXIII agricultural science congress 2017, National Academy of Agricultural Sciences, UAS, GKVK, Bangaluru (India). Abstract of paper. p138

  • Samdur MY, Sharma KK, Talwar HS, Tonapi VA, Patroti P, Elangovan M, Kshirsagar YS (2018) Weighted geometric mean index to identify drought tolerant post-rainy sorghum [Sorghum bicolour (L.) Moench] lines. In: Conference at international conference on Sorghum " Sorghum in 21st centuary Cape Town (South Africa). Abstract of paper. p 121

  • Sankarapandian R, Audilakshmi S, Sharma VK, Ganesamurthy K, Talwar HS, Patil JV (2012) Effect of morpho-physiological traits on grain yield of sorghum under stress at different growth stages and stability analysis. J Agr Sci 151:1–18

    Google Scholar 

  • Seetharama N, Audilakshmi S, Tonapi VA, Raghavendra RKV (2010) Sorghum improvement in India. In: Research and development in millets, present status and future strategies. Directorate of Sorghum Research, Hyderabad, India. pp 12–19

  • Singh C, Kumar V, Prasad I, Patil VR, Rajkumar BK (2016) Response of upland cotton (G. hirsutum L.) genotypes to drought stress using drought tolerance indices. J Crop Sci Biotech 19(1):53–59

    Article  Google Scholar 

  • Talwar HS, Prabhakar B, Elangovan M, Kumari A, Rao SS, Mishra JS, Patil JV (2010) Strategies to improve postflowering drought tolerance in rabi sorghum for predicted climate change scenario. Crop Improve 37(2):93–9

    Google Scholar 

  • Tuinstra MR, Grote EM, Goldbrough PB, Ejeta G (1997) Genetic analysis of post-flowering drought tolerance and components of grain development in Sorghum bicolor (L.) Moench. Mol Breeding 3:439–448

    Article  CAS  Google Scholar 

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Correspondence to M. Y. Samdur.

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Samdur, M.Y., Patroti, P.D., Talwar, H.S. et al. Weighted geometric mean index: A model to evaluate drought tolerance in post-rainy season sorghum (Sorghum bicolor (L.) Moench). CEREAL RESEARCH COMMUNICATIONS 49, 329–336 (2021). https://doi.org/10.1007/s42976-020-00096-z

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