Hostname: page-component-848d4c4894-v5vhk Total loading time: 0 Render date: 2024-07-01T06:55:44.914Z Has data issue: false hasContentIssue false

Identification of yield contributing traits and genotypes to drought tolerance in finger millet (Eleusine coracana L. Gaertn.)

Published online by Cambridge University Press:  01 March 2023

Y. A. Nanja Reddy*
Affiliation:
Department of Crop Physiology, *All India Coordinated Small Millet Improvement Project, University of Agricultural Sciences, GKVK, Bengaluru 560065, India
*
Author for correspondence: Y. A. Nanja Reddy, E-mail: yanreddy61@gmail.com

Abstract

Screening of germplasm for specific traits is a continuous pre-breeding process in deriving the drought-tolerant donors required for crop improvement. The study evaluated 17 medium-late duration finger millet genotypes under drought stress (DS) for 28 days during the reproductive stage to identify the traits and genotypes for drought tolerance using different statistical analysis. The photosynthetic rate (by 26.3%), stomatal conductance (by 26.4%), transpiration rate (by 24.8%) and grain yield (by 13.2%) were decreased and found sensitive to DS, but the leaf temperature was increased (4.7%). From the path analysis and multiple linear regression analysis, the mean ear weight and productive tillers were found to contribute to the grain yield significantly under well-watered conditions. While under DS conditions, the mean ear weight, productive tillers and threshing percentage equally contributed to grain yield. Based on the ranking of traits significantly contributing to grain yield, the genotype GE-4683 with a higher mean ear weight (10.65 g) was found superior to the popular variety, GPU-28. The Multiple linear regression equation predicts the possibility to increase the yield of GPU-28 under DS from the existing 360.0 to 459.5 g per square metre (by 29.1%) by the incorporation of three productive tillers instead of the existing two tillers per plant in the MLR equation. An additional 1.0 g of mean ear weight will be able to predict an increased grain yield from 360.0 to 392.0 gm−2, equivalent to 3.60 to 3.92 t/ha (by 9.4%).

Type
Research Article
Copyright
Copyright © The Author(s), 2023. Published by Cambridge University Press on behalf of NIAB

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Ashok, S, Senthil, A, Sritharan, N, Punitha, S, Divya, K and Ravikesavan, R (2018) Yield potential of small millets under drought condition. Madras Agricultural Journal 105, 370372.CrossRefGoogle Scholar
Bharathi, A, Veerabadhira, P, Gowda, CLL and Upadhyaya, HD (2013) Genetic variability and correlation analysis in global composite collection of finger millet (Eleusine coracana (L.) Gaertn). Madras Agriculture Journal 100, 277279.Google Scholar
Ceasar, SA, Maharajan, T, Ajeesh Krishna, TP, Ramakrishnan, M, Victor Roch, G, Satish, L and Ignacimuthu, S (2018) Finger millet [Eleusine coracana (L.) Gaertn.] improvement: Current status and future interventions of whole genome sequence. Frontiers in Plant Science 9, 116.Google Scholar
Chandrashekar, A (2010) Finger millet (Eleusine coracana). Advances in Food Nutrition Research 59, 215262.CrossRefGoogle ScholarPubMed
Dash, SK, Kulkarni, MA, Mohanty, UC and Prasad, K (2009) Changes in the characteristics of rain events in India. Journal of Geophysics Research 114, D10109: 1-12. doi:10.1029/2008JD010572.CrossRefGoogle Scholar
Davis, KF, Chhtre, A, Rao, ND, Singh, D and De Fries, R (2019) Sensitivity of grain yields to historical climate variability in India. Environmental Research Letters 14, 064013.CrossRefGoogle Scholar
Farooq, M, Wahid, A, Kobayashi, N, Fujita, D and Barsa, SMA (2009) Plant drought stress: effects, mechanisms and management. Agronomy Sustainable Development 29, 185212.CrossRefGoogle Scholar
Hirayama, M, Wada, Y and Nemoto, H (2006) Estimation of drought tolerance based on leaf temperature in upland rice breeding. Breeding Science 56, 4754.CrossRefGoogle Scholar
Hiremath, N, Geetha, K, Vikram, SR, Nanja Reddy, YA, Joshi, N and Shivaleela, HB (2018) Minerals content in finger millet [Eleusine coracana (L.) Gaertn.]: a future grain for nutritional security. International Journal of Current Microbiology and Applied Sciences 7, 34483455. Available at http://exploreit.icrisat.org/profile/smallmillets/187. http://fao.org/faostat/en#data/QCvisualize. http://www.indiaagristat.com/table/agriculture/sown-area-under-various-kharif-crops-india-2019–20/1373263.Google Scholar
Inoue, T, Inanaga, S, Sugimoto, Y and El Siddig, K (2004) Contribution of pre-anthesis assimilates and current photosynthesis to grain yield, and their relationships to drought resistance in wheat cultivars grown under different soil moisture. Photosynthetica 42, 99104.CrossRefGoogle Scholar
Jalihal, C, Srinivasan, J and Chakraborty, A (2019) Modulation of Indian monsoon by water vapor and cloud feedback over the past 22,000 years. Available at https://doi.org/10.1038/s41467-019-13754-6 www.nature.com/naturecommunications.CrossRefGoogle Scholar
Kandel, M, Dhami, NB and Shrestha, J (2019) Phenotypic diversity of finger millet (Eleusine coracana (L.) Gaertn.) genotypes. Malaysian Journal of Sustainable Agriculture 3, 2026.CrossRefGoogle Scholar
Krishna, SS and Nanja Reddy, YA (2021) Root growth pattern in finger millet under well-watered and drought stress condition: its relation to shoot mass production. Plant Physiology Reports 26, 393401. doi: 10.1007/s40502-021-00592-2.CrossRefGoogle Scholar
Krishna, SS, Nanja Reddy, YA and Ravi Kumar, RL (2021) Assessment of traits for grain yield under drought in finger millet. Plant Physiology Reports 26, 8494.CrossRefGoogle Scholar
Krishne Gowda, KT, Nagaraja, A, Gowda, J, Krishnappa, M and Bharathi, S (2009) A success story of GPU-28- blast resistant, high yielding, popular variety of finger millet. PC Unit, AICSMIP, ICAR, UAS, GKVK, Bengaluru – 560065.Google Scholar
Lenka, D and Mishra, B (1973) Path coefficient analysis of yield in rice varieties. Indian Journal of Agricultural Sciences 43, 376379.Google Scholar
Maai, E, Nishimura, K, Takisawa, R and Nakazaki, T (2020) Diurnal changes in chloroplast positioning and photosynthetic traits of C4 grass finger millet. Plant Production Science 4, 447489. doi: 10.1080/1343943X.2020.1758171.Google Scholar
Maqsood, M and Ali, ANA (2007) Effects of drought on growth, development, radiation use efficiency and yield of finger millet (Eleusine coracana). Pakistan Journal of Botany 39, 123134.Google Scholar
Mohanabharathi, M, Sritharan, N, Senthil, A and Ravikesavan, R (2019) Physiological studies for yield enhancement in finger millet under drought condition. Journal of Pharmacognosy and Phytochemistry 8, 33083312.Google Scholar
Mujahid Anjum, M, Nanja Reddy, YA and Sheshshayee, MS (2020) Optimum LAI for yield maximization of finger millet under irrigated conditions. International Journal of Current Microbiology and Applied Sciences 9, 15351547.Google Scholar
Nanja Reddy, YA (2020) Studies on photosynthetic rate, anatomical characters, and grain yield in finger millet genotypes. Current Journal of Applied Science and Technology 39, 3139.CrossRefGoogle Scholar
Nanja Reddy, YA, Lavanyabai, T, Prabhakar, , Ramamurthy, V, Chame Gowda, TC, Shankar, AG and Gowda, MVC (2019a) Bench mark values for grain iron content in finger millet (Eleusine coracana (L.) Gaertn.). International Journal of Current Microbiology and Applied Sciences 8, 502506.CrossRefGoogle Scholar
Nanja Reddy, YA, Jayarame Gowda, , Ashok, EG, Krishne Gowda, KT and Gowda, MVC (2019b) Higher leaf area improves the productivity of finger millet (Eleusine coracana (L.) Gaertn.) under rainfed conditions. International Journal of Current Microbiology and Applied Sciences 8, 13691377.CrossRefGoogle Scholar
Nanja Reddy, YA, Jayarame Gowda, , Ashok, EG and Krishne Gowda, KT (2020) Effect of moderate drought stress on photosynthetic rate and grain yield in finger millet genotypes. International Journal of Current Microbiology and Applied Sciences 9, 29512959.CrossRefGoogle Scholar
Nanja Reddy, YA, Gowda, J and Gowda, KTK (2021) Approaches for enhancing grain yield of finger millet (Eleusine coracana). Plant Genetic Resources: Characterization and Utilization 19(3), 229237. doi: 10.1017/S1479262121000265CrossRefGoogle Scholar
Pande, A, Datta, S and Haider, ZA (2016) Endophytes of finger millet (Eleusine coracana L. Gaertn.). Indian Journal of Ecology 43, 665674.Google Scholar
Ramya, V and Nanja Reddy, A (2018) Leaf temperature: a screening trait for drought tolerance in finger millet. Mysore Journal Agricultural Sciences 52, 529535.Google Scholar
Rao, CAR, Raju, BMK, Josily, S, Rao, AVMS, Kumar, RN, Rao, MS, Swapna, N, Samba Siva, G, Meghana, YL, Prabhakar, M and Singh, VK (2022) Impact of climate change on productivity of food crops: a subnational level assessment for India. Environmental Research Communications 4, 095001.Google Scholar
Sashidhar, VR, Prasad, TG, Seetharam, A, Udaykumar, M and Sastry, KSK (1984) Ear photosynthesis in long glumed and normal glumed genotypes of finger millet (Eleusine coracana Gaertn.). Indian Journal of Plant Physiology 27, 104107.Google Scholar
Sastry, KSK, Udayakumar, M and Vishwanath, HR (1982) Desirable plant characteristics in genotypes of finger millet (Eleusine coracana (L.) Gaertn.) for rainfed conditions. Indian National Science Academy 48, 264270.Google Scholar
Shao, H, Chu, L, Jaleel, CA and Zhao, C (2008) Water-deficit stress-induced anatomical changes in higher plants. Comptes Rendus Biologies 331, 215225.CrossRefGoogle ScholarPubMed
Sheoran, OP, Tonk, DS, Kaushik, LS, Hasija, RC and Pannu, RS (1998) Statistical software package for agricultural research workers. Recent advances in information theory, statistics and computer applications. Department of Mathematics and Statistics, CCS HAU, Hisar, pp. 139143.Google Scholar
Srinivasa Reddy, DV, Dixit, S, Loganandhan, N, Gowda, M, Sheeba, S, Mallikarjuna, BO and Anitha, M (2017) Short and medium duration varieties of cereals and millets to mitigate monsoon vagaries in rainfed agriculture. Indian Journal of Ecology 44, 292297.Google Scholar
Subramanyam, D (2000) Genotypic variability in photosynthetic characters in finger millet. Photosynthetica 38, 105109.CrossRefGoogle Scholar
Suma, LS (2014) Characterization of selected germplasm accessions for drought tolerance in finger millet (Eleusine coracana) (M.Sc. (Agri.) Thesis). University of Agricultural Sciences, Bengaluru.Google Scholar
Tadele, Z (2016) Drougzht adaptation in millets. In Shanker, AK and Shanker, C (eds), Abiotic and Biotic Stress in Plants—Recent Advances and Future Perspectives. London, UK: IntechOpen. pp. 640662.Google Scholar
Talwar, HS, Shiwesh Kumar, B, Madhusudhana, R, Ganapathy, KN, Swarna, R and Tonapi, VA (2020) Variations in drought tolerance components and their association with yield components in finger millet (Eleusine coracana). Functional Plant Biology 47, 659674.CrossRefGoogle ScholarPubMed
Tieszen, LL and Imbamba, SK (1978) Gas exchange of finger millet inflorescences. Crop Science 18, 495498.CrossRefGoogle Scholar
Ueno, O, Kawano, Y, Wakayama, M and Takeda, T (2006) Leaf vascular systems in C3 and C4 grasses: a two-dimensional analysis. Annals of Botany 97, 611621.CrossRefGoogle ScholarPubMed
Uma, MS (1987) Transpiration quotient and water use efficiency in different C3 and C4 species and its relationship with biomass and productivity under moisture stress conditions (MSc (Agri) thesis), Department of Crop Physiology, University of Agricultural Sciences, Bangalore, India.Google Scholar
Van Herwaarden, A, Angus, JF, Richards, RA and Farquhar, GD (1998) ‘Haying-off’, the negative grain yield response of dryland wheat to nitrogen fertiliser. II. Carbohydrate and protein dynamics. Australian Journal of Agricultural Research 49, 10831093.CrossRefGoogle Scholar
Vetriventhan, M, Upadhyaya, HD, Dwivedi, SL, Pattanashetti, SK and Singh, SK (2016) Finger and foxtail millets. In Mohar, S and Upadhyaya, HD (eds), Genetic and Genomic Resources for Grain Cereals Improvement. USA: Academic Press, Elsevier. pp. 291319.CrossRefGoogle Scholar
Yang, J, Zhang, J, Huang, Z, Zhu, Q and Wang, L (2000) Remobilization of carbon reserves is improved by controlled soil drying during grain filling of wheat. Crop Science 40, 16451655.CrossRefGoogle Scholar
Zougmore, R (2018) Promoting climate-smart agriculture through water and nutrient interactions options in semi-arid West Africa: a review of evidence and empirical analysis. In Bationo, A, Ngaradoum, D, Youl, S, Lompo, F and Fening, J (eds), Improving the Profitability, Sustainability and Efficiency of Nutrients Through Site Specific Fertilizer Recommendations in West Africa Agro- Ecosystems. Springer, pp. 249263. ISBN 978-3-319-58792-9Google Scholar