Agrometeorological indices, physiological growth parameters and performance of finger millet as influenced by different cultivars under hot and sub humid region of Odisha
DOI:
https://doi.org/10.52756/ijerr.2024.v42.013Keywords:
Finger millet, growth, GDD, CGR, NAR, HTU, PTU, productivityAbstract
Present-day agriculture is under tremendous pressure due to various factors such as climate change, degradation of soil and water quality, and yield plateauing of major food crops. Under these scenarios, there is an urgent need to choose a climate-resilient and ecologically hardy crop which can perform under adverse conditions with low input requirements. In this regard, millets can be suitable crops for agricultural sustainability. Among various millets, finger millet (Eleusine coracana L. Gaertn) is cultivated mainly in India and Africa. However, most farmers grow finger millet with local cultivars, and improved ones can be replaced to enhance productivity. The present investigation conducted at the Post Graduate Research Farm of Centurion University of Technology and Management, Odisha, focused on evaluating suitable cultivars of finger millet. The study revealed that cultivars significantly influenced finger millet growth, productivity, and economics. The physiological growth parameters, namely, crop growth rate, relative growth rate, net assimilation rate and leaf area duration were significantly influenced by finger millet cultivars. The growing degree days (GDD), helio-thermal units (HTU) and photothermal units (PTU) of the finger millet showed a great variation among the cultivars. The Maximum total GDD (2169 °C day), HTU (18141 °C day hours) and PTU (24297 °C day hours) were recorded in the cultivar Hima(w) VR 936. The cultivars Indravathi VR 1101, Sri Chaitanya VR 847 (1.73) and Hima (W) VR 936 (1.60) were superior to other cultivars in expression of the grain yield and economics of finger millet. The study concluded that the cultivation of Indravathi and Sri Chaitanya could be considered as short-duration cultivars; however, Hima can be chosen as long duration crop for successful finger millet cultivation with higher net returns and benefit-cost ratio under hot and sub-humid regions of Odisha.
References
Ankit, Manuja, S., Kumar, S., Shilpa. Kumari, S., & Dogra, N. (2022). Effect of tillage and cultivars on growth and growth indices of rice (Oryza sativa L.). Environment Conservation Journal, 23(1-2), 244-250. https://doi.org/10.36953/ECJ.021953-2187
Antony, U., & Chandra, T. S. (1999). Enzymatic Treatment and Use of Starters for the Nutrient Enhancement in Fermented Flour of Red and White Varieties of Finger Millet (Eleusine coracana). Journal of Agricultural and Food Chemistry, 47(5), 2016–2019. https://doi.org/10.1021/jf980564a.
Anuradha, N., & Patro, T. S. S. K. (2019). Genetic variability of quantitative traits in finger millet genotypes. Journal of Pharmacognosy and Phytochemistry, 8(3), 2664-2667.
Anuradha, N., Patro, T. S. S. K., Mary, D. S., Kumar, B. P., & Divya, M. (2022). Vegavathi (VR 929): Hight yielding and multiple disease resistant finger millet variety suitable for India. The Andra Agricultural Journal, 69(4), 477-482.
Babu, D. V., Reddy, Y. S. K., & Sudhakar, P. (2014). Evaluation of physiological efficiency and yield potential of ragi genotypes under imposed moisture stress conditions. The Bioscan, 9, 1777-1780.
Banerjee, P. and Maitra, S. (2020). The role of small millets as functional food to combat malnutrition in developing countries. Indian Journal of Natural Sciences, 10, 20412-0417.
Bhattacharya, U., Naskar, M. K., Venugopalan, V. K., Sarkar, S., Bandopadhyay, P., Maitra, S., Gaber, A., Alsuhaibani, A. M., & Hossain, A. (2023). Implications of minimum tillage and integrated nutrient management on yield and soil health of rice-lentil cropping system – being a resource conservation technology. Frontiers in Sustainable Food System, 7, 1225986. https://doi.org/10.3389/fsufs.2023.1225986.
Das, P., Pramanick, B., Goswami, S. B., Maitra, S., Ibrahim, S. M., Laing, A. M., & Hossain, A. (2021). Innovative land arrangement in combination with irrigation methods improves the crop and water productivity of rice (Oryza sativa L.) grown with okra (Abelmoschus esculentus L.) under raised and sunken bed systems. Agronomy, 11(10), 2087. https://doi.org/10.3390/agronomy11102087
Das, S. R., Mishra, P. J., Rai, A. K., Das, H., and Rautray, B. K. 2022. A comparative study on yield performance of finger millet varieties under rainfed conditions in South-Eastern Ghat zone of Odisha. The Bioscan Journal of Advanced Agriculture & Horticulture Research, 1, 1-7. https://doi.org/10.55124/jahr.v1i1.63
Dongra, N., Manuja, S., Kumar, S., Sankhyan, N. K., Kumar, A., & Singh, S. (2020). Growth analysis of rice (Oryza sativa L.) hybrids as influenced by fertility levels under mid hills of Himanchal Pradesh. Himanchal Journal of Agricultural Research, 46(2), 221-226.
Gaikwad, D. J., Ubale, N. B. Pal, A., Singh, S., Ali, M. A., & Maitra, S. (2022). Abiotic stresses impact on major cereals and adaptation options - A review. Research on Crop, 23(4), 896-915. https://doi.org/10.31830/2348-7542.2022.ROC-913.
Girisha, K., Singh, S., Swathi, P., & Moharana, S. K. (2021). Response of establishment methods on growth, yield and economics of finger millet varieties. The Pharma Innovation, 10(10), 1117-1121.
Gomez, K. A., & Gomez, A. A. (1984). Statistics Procedures for Agriculture Research. John wily & sons.
GoO. (2020). Government of Odisha. 5 Decades of Odisha Agriculture Statistics. Directorate of Agriculture and Food Production. pp.47.
Hiremath, N., Geetha, K., Vikram, S. R., Nanja Reddy, Y. A., Joshi, N., & Shivaleela, H. B., (2018). Mineral’s content in finger millet [Eleusine coracana (L.) Gaertn.]: A future grain for nutritional security. International Journal of Current Microbiology and Applied Sciences (Special Issue), 7, 3448 – 3455.
Hossain, A., Pramanick, B., Bhutia, K.L., Ahmad, Z., Moulick, D., Maitra, S., Ahmad, A. and Aftab, T. 2021. Emerging roles of osmoprotectant glycine betaine against salt-induced oxidative stress in plants: A major outlook of maize (Zea mays L.). In: Frontiers in Plant-Soil Interaction: Molecular Insights into Plant Adaptation (Eds. Aftab, T., Hakeem, K. R.), Academic Press, pp. 567 ̶ 587. https://doi.org/10.1016/B978-0-323-90943-3.00015-8.
Kulkarni, N., Khedikar, S., Sultar, M., Karad, D. S. R., & Deb, G. (2022). Forecasting of days of maturity based on growing degree days in finger millet. Journal of Agriculture Research and Technology, 47(1), 050-054. https://doi.org/10.56228/JART.2022.47110
Kumar, A. A. A., Surendar, K. K., & Jalaluddine, S. M. (2017). Mitigation of drought through physiological modification in ragi under rainfed condition. International Journal of Current Microbiology and Applied Sciences, 6(2), 11864-1869. https://doi.org/10.20546/ijcmas.2017.602.210
Kumar, N., Mankotia, B. S., Manuja, S., Pareek, B., Kumar, P., Sarma., & Mandian, I. S. (2020). Effect of varying fertility level on physiological aspects of rice cultivars in the north western Himalayas. Journal of Crop and Weed, 16(3), 143-147. https://doi.org/10.22271/09746315.2020.v16.i3.1379
Kumari, S. (2018). Effect of nitrogen levels on crop growth, yield and quality of finger millet (Eleusine coracana) genotypes, Doctoral dissertation, Birsa Agricultural University, Kanke, Ranchi, Jharkhand. https://doi.org/10.20546/ijcmas.2018.707.279
Maitra, S., Ghosh, D. C., Sounda, G., Jana, P. K., & Roy, D. K. (2000). Productivity, competition and economics of intercropping legumes in finger millet (Eleusine coracana) at different fertility levels. Indian Journal of Agricultural Science, 70, 824-28.
Maitra, S., Praharaj, S., Hossain, A., Patro, T. S. S. K., Pramanick, B., Shankar, T., Pudake, R. N., Gitari, H. I., Palai, J. B., Sairam, M., Sagar, L., & Sahoo, U. (2022). Small millets: The next-generation smart crops in the modern era of climate change. In: Omics of Climate Resilient Small Millets, Pukade, R. N., Solanke, A. U., Sevanthi, A. M., Rajendrakumar, P. (Eds.), Springer Nature, pp. 1 ̶ 25. https://doi.org/10.1007/978-981-19-3907-5_1
Maitra, S., Reddy, M. D., & Nanda, S. P. (2020). Nutrient management in finger millet (Eleusine coracana L. Gaertn) in India. International Journal of Agriculture, Environment and Biotechnology, 13(1), 13-21. https://doi.org/10.30954/0974-1712.1.2020.2
Maitra, S., Patro, T. S. S. K., Reddy, A., Hossain, A., Pramanick, B., Brahmachari, K., Prasad, K., Santosh, D. T., Mandal, M., Shankar, T., Sagar, L., Banerjee, M., Palai, J.B., Praharaj, S., & Sairam, M. (2023a). Brown top millet (Brachiaria ramosa L. Stapf; Panicum ramosum L.) a neglected and smart crop in fighting against hunger and malnutrition. In: Neglected and Underutilized Crops: Future Smart Food, Academic Publishers, Elsevier, pp. 221–245.
Maitra, S., Sahoo, U., Sairam, M., Gitari, H.I., Rezaei-Chiyaneh, E., Battaglia, M.L., & Hossain, A. (2023). Cultivating sustainability: A comprehensive review on intercropping in a changing climate. Research on Crops, 24(4), pp.702-715. https://doi.org/10.31830/2348-7542.2023.ROC-1020
Midya, A., Saren, B. K., Dey, J. K., Maitra, S., Praharaj, S., Gaikwad, D. J., Gaber, A., Alhomrani, M., & Hossain, A. (2021). Crop establishment methods and integrated nutrient management improve: Part II. nutrient uptake and use efficiency and soil health in rice (Oryza sativa L.) field in the lower indo-gangetic plain, India. Agronomy, 11(9), 1894. https://doi.org/10.3390/agronomy11091894
Mukesh, G., Sairam, M., Maitra, S., Gaikwad, D. J., Anuradha, N., Sahoo, U., & Pal, S. (2024). Performance Evaluation of Different Finger Millet (Eleusine coracana L. Gaertn.) Cultivars for Growth, Productivity and Nutrient Quality of Grains Under Hot and Subhumid Region of Odisha. International Journal Experimental Research and Review, 39, 01-14. https://doi.org/10.52756/ijerr.2024.v39spl.001
Nandini, K. M., & Sridhara, S. (2019). Heat use efficiency, Helio thermal use efficiency and photo thermal use efficiency of foxtail millet (Setaria italica L.) genotypes as influenced by sowing dates under southern transition zone of Karnataka. Journal of Pharmacognosy and Phytochemistry, 2, 284-290.
Nanja Reddy, Y. A., Gowda, J., & Gowda K. T. K. (2021). Approaches for enhancing grain yield of finger millet (Eleusine coracana). Plant Genetic Resources: Characterization and Utilization, pp. 1-9. https://doi.org/10.1017/S1479262121000265.
Nanja Reddy, Y. A., Gowda, J., Ashok, E. G., Krishne Gowda, K. T., & Gowda, M. V. C. (2019). 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(5), 1369-1377. https://doi.org/10.20546/ijcmas.2019.805.156
Nuttonson, M. Y. (1955). Wheat climate relationship and use of phenology in ascertaining the thermal and photo-thermal requirements of wheat. American institute of crop ecology, Washington DC, pp. 388.
Panda, P. (2021). Effect of nutrient levels on growth and productivity of finger millet (Eleusine coracana L. Gaertn.) varieties. Thesis for Master of Science (Agriculture) in Agronomy, Centurion University of Technology and Management, Odisha.
Pandey, M., Awasthi, H. R., Subedi, R., & Joshi, K. (2023). Crop intensification practices for better finger millet growth. Reviews in Food and Agriculture, 4(2), 71-77. https://doi.org/10.26480/rfna.02.2023.71.77
Power, J. F., Willis, W. O., Grunes, D. L., & Reichman, G. A. (1967). Effect of soil temperature, phosphorus, and plant age on growth analysis of barley 1. Agronomy Journal, 59(3), 231-234. https://doi.org/10.2134/agronj1967.00021962005900030007x
Prabhakar, M., Gopinath, K. A., Sai Sravan, U., Srasvan Kumar, G., Thirupathi, M., Samba Siva, G., Meghalakshmi, G., Ravi Kumar, N., & Singh V. K., (2023). Potential for yield and soil fertility improvement with integration of organics in nutrient management for finger millet under rainfed Alfisols of Southern India. Frontiers in Nutrition, 10, 1095449. https://doi.org/10.3389/fnut.2023.1095449
Pradhan, A., Nag, S. K., & Mukherjee, S. C. (2018). Thermal requirement of small millets in Chhattisgarh plateau under rainfed. Journal of Agrometeorology, 20(3), 244-245. https://doi.org/10.54386/jam.v20i3.554
Priya, G. S., Maitra, S., Shankar. T., & Sairam M. (2023). Effect of the summer pearl millet-groundnut intercropping system on the growth, productivity, and competitive ability of crops under south Odisha conditions. Plant Science Today, 10(4), 238–246. https://doi.org/10.14719/pst.2627
Radha, L., Babu, P. R., Reddy, M. S., & Kavitha, P. (2019). Growth yield and economics of finger millet (Eleusine coracana L.) As influenced by varieties and levels of nutrients. The Pharma Innovation Journal, 8(6), 1009-1012.
Ray, S., Maitra, S., Sairam, M., Sravya, M., Priyadarshini, A., Shubhadarshi, S. & Padhi, D.P. (2024a). An unravelled potential of foliar application of micro and beneficial nutrients in cereals for ensuring food and nutritional security. International Journal of Experimental Research & Review, 41(spl.), 19–42. https://doi.org/10.52756/ijerr.2024.v41spl.003
Ray, M., Roul, P. K., Baliaringh, A., Ray, S., Tiwari, R. K., Kapoor, P., Yadav, S., & Mishra, P. (2024b). Crop-weather relationship of finger millet varieties under varying environments at Keonjhar, Odisha. Journal of Agrometeorology, 26(2), 257–260. https://doi.org/10.54386/jam.v26i2.2293
Revathi, T. (2016). Agro-Climatic Indices for Prediction of Growth and Yield of Finger millet (Eleusine coracana L.) (Doctoral dissertation, Acharya NG Ranga Agricultural University, Guntur).
Sairam, M., Maitra, S., Praharaj, S., Nath, S., Shankar, T., Sahoo, U., Santosh, D. T., Sagar, L., Panda, M., Shanthi Priya, Ashwini, T. R., Gaikwad, D. J., Hossain, A. Pramanick, B., Jatav, H. S., Gitari, H. I., & Aftab, T. (2023). An insight into the consequences of emerging contaminants in soil and water and plant responses. In: Emerging Contaminants and Plants Interactions, Adaptations and Remediation Technologies, Aftab, T. (Ed), pp.1 ̶ 27. https://doi.org/10.1007/978-3-031-22269-6_1
Sairam, M., Maitra, S., Sain, S., Gaikwad, D.J., & Sagar, L. (2024). Dry Matter Accumulation and Physiological Growth Parameters of Maize as Influenced by Different Nutrient Management Practices. Agricultural Science Digest, 44(2), 219-225. https://doi.org/10.18805/ag.D-5835.
Sakamma, S., Umesh, K. B., Girish, M. R., Ravi, S. C., Satishkumar, M., & Bellundagi, V. (2018). Finger millet (Eleusine coracana L. Gaertn.) production system status, potential, constraints and implications for improving small farmer’s welfare. Journal of Agricultural Sciences, 10(1), 162-79. https://doi.org/10.5539/jas.v10n1p162.
Sendhilvel, V., & Veeramani, P. (2020). Evaluation of high yielding and blast resistant finger millet (Eleusine coracana) varieties in north eastern zone of Tamil Nadu. Journal of Krishi Vigyan, 8(2), 124-128. https://doi.org/10.5958/2349-4433.2020.00026.4.
Sharmilaa, S. K. G., Lakshmi. K., Devi. G. N., & Bilquis. (2023). Development of instant pancake mix with Finger Millet Flour and self-life studies. The pharma innovation journal, 12(12), 1447-1452.
Sila, S., Masic, M., Kranjcec, D., Niseteo, T., Maric, L., Radunic, A., & Misak, Z. (2022). Quality of diet of patients with coeliac disease in comparison to healthy children. Children, 9(10), 1595. https://doi.org/10.3390/children9101595
Simion, T., Markos, S., & Samuel, T. (2020). Evaluation of finger millet (Eleusine coracana (L). Gaertn.) verities for grain yield in lowland areas of southern Ethiopia. Cogent Food and Agriculture, 6, 1788895. https://doi.org/10.1080/23311932.2020.1788895.
Sunder, K. K., & Jalaludhin, S. M. (2016). Study of morpho-physiological and root characters of ragi (Eleusine coracana) entries under rainfed conditions. Electronic Journal of Plant Breeding, 7(4), 1110-1113. https://doi.org/10.5958/0975-928X.2016.00153.8
Teklu, D., Gashu, D., Joy, E. J. E., Lark, R. M., Bailey, E. H., Wilson, L., Amede, T., & Broadly, M. R. (2023). Genotype response of finger millet of zinc and iron agronomic biofortification, location and slop position towards yield. Agronomy, 13, 1452. https://doi.org/10.3390 /agronomy13061452.
Watson, D. J. (1956). Symposium on Growth of Leaves. University of Nottingham, pp.178-191. https://doi.org/10.1038/178019e0
Williams, R. F. (1946). The physiology of plant growth with special reference to the concept of net assimilation rate. Annals of Botany, 10(37), 41-72. https://doi.org/10.1093/oxfordjournals.aob.a083119
Zhu, G., Ren, Z., Liu, Y., Lu, F., Gu, L., Shi, Y., Liu, J., Zhou G., Nimir, N. E. A., & Mohapatra, P. K. (2020). Optimization of leaf properties and plant phenotype through yield-based genetic improvement of rice over a period of seventy years in the Yangtze River Basin of China. Food Energy Secure, 9, 223. https://doi.org/10.1002/fes3.223