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	<title>Genetic diversity studies in Forage Maize (Zea mays L.) for Green Fodder Yield &#8211; CHE</title>
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                        <item>
                        <title>Genetic diversity studies in Forage Maize (Zea mays L.) for Green Fodder Yield</title>
                        <link>https://chemjournal.researchfloor.org/genetic-diversity-studies-in-forage-maize-zea-mays-l-for-green-fodder-yield/</link>
                        <pubDate>Sun, 28 Nov 2021 20:05:08 +0000</pubDate>
                        <dc:creator>admin</dc:creator>
                        <authors>
                                                        <author>
                                <name>Yogendra Prasad</name>
                                <affiliationId>1*</affiliationId>
                                </author>
                                                            <author>
                                <name>Sunil Kumar</name>
                                <affiliationId>2</affiliationId>
                                </author>
                                                            <author>
                                <name>Ravi Kumar</name>
                                <affiliationId>1</affiliationId>
                                </author>
                                                            <author>
                                <name>Kamleshwar Kumar</name>
                                <affiliationId>1</affiliationId>
                                </author>
                                                            <author>
                                <name>Tajwar Izhar</name>
                                <affiliationId>3</affiliationId>
                                </author>
                                                    

</authors>
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                        <abstract language="eng"><p>Seventeen maize (<em>Zea mays L</em>.) genotypes were evaluated for Genetic Diversity Studies at Forage Research Farm, RVC, Birsa Agriculture University, Ranchi. The Experiment was laid out in RBD with three replications. The genotypes were significantly different for all the characters; this indicates that there is scope for further genetic studies. Besides this, continuous and intensive cultivation of great yielding varieties under high fertility conditions resulted in problems related to pest population pressure and the outbreak of epidemics. The traditional varieties grown here are tall tolerant to drought and poor yielding but well adapted to red lateritic, acidic and poor soil. Information regarding their varietal diversities for various morphological traits is scant. All the genotypes were grouped into five clusters. Cluster-I has the most significant genotype (i.e thirteen genotypes), Cluster-II has two genotypes, Cluster-II, Cluster-V have one genotype each. The maximum contribution towards divergence was observed for Crude protein (40.35%) followed by plant height (cm) (35.67%), Days to 50% flowering (22.81%) and GFY (q/hac) (1.17%). The genotypes PFM-13, VL-117 and PMC-13 were the most promising ones and their adaptation to the agro-ecological condition of Jharkhand. This can bring a substantial increase in green fodder yield and crude protein (%). Besides this, some germplasm can be selected for use as donors for many favorable traits in future breeding programs.</p>
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<p><strong>INTRODUCTION</strong></p>



<p>Maize is one of the most essential fodder crops, particularly for milch animals. The crop is grown in over 0.9 million ha in different parts of the country throughout the year. It is a C4 plant having high fodder production capacity in a short duration. The maize plant provides excellent fodder for livestock, particularly from the tasseling stage onwards. Its demand is increasing very fast, particularly with dairy, poultry, and maize-based industries [1]. Maize whose ears are at the doughy stage of grain development provides for the best fodder; at this stage, maize surpasses all other fodder crops for dry matter production and digestible nutrients per hectare. Forage maize is quick growing, succulent, sweet palatable, high yielding, nutritious and free from toxicants and can be safely fed to animals at any stage of crop growth [2]. It is utilized in the form of grains, green fodder, silage, Stover and pasturage. Green fodder provides adequate energy and proteins for growth of animals and milk production [3]. Corn is an important feed for animal and poultry with high net energy content and low fibre content. Germplasm, a prerequisite for any breeding programme, serves as a valuable source material as it provides scope for building genetic variability. The crop has tremendous genetic variability, enabling it to thrive well in tropical, subtropical, and temperate climates.</p>



<p>[9] Mahalanobis (1936) D<sup>2 </sup>statistics is a handy tool to study the nature and magnitude of diversity present in the available germplasm. The Knowledge of genetic variability is a pre-requisite for any breeding programme since it helps in choosing the best yield attributes either for selection or hybridization. Keeping this in view, the present investigations were undertaken with the following objectives:</p>



<p>1. Study of economically important traits, which could be directly used as the donor’s in the future breeding program.</p>



<p>2. To develop improved varieties through selection and hybridization.</p>



<p><strong>MATERIAL AND METHODS</strong></p>



<p>The present investigation was carried out at Fodder Farm (RVC) of Birsa Agricultural University, Jharkhand. Geographically, the Ranchi district is situated in a plateau region with latitude 23°17’ N, and 85°10’ E longitude at an altitude of about 625 metres above mean sea level. The area, on average, receives 1398 mm of rainfall. The climate of the site is sub-tropical humid. The experimental materials in the present study comprised of two composite forage as check varieties viz., African Tall and J-1006, along with 17 maize entries tested in different part of India, where each entry was accommodated in a 7.2 m<sup>2</sup> plot size containing 6 rows of 4 m length with an inter-row spacing of 30 cm with three replications. The recommended dose of fertilizer N : P : K, 80 : 40 : 20 kg/ha was given to achieve average growth of the crop. Full dose of phosphatic and potassic fertilizers and a half dose of nitrogenous fertilizer were applied at the time of final land preparation as basal dose. The remaining half of nitrogenous fertilizer was top-dressed 40 days after sowing. Five randomly selected plants from the rows of a plot for each genotype were tagged for recording the observations on plant population (m<sup>2</sup>), days to 50 per cent flowering, plant height (cm), green fodder yield (q/ha), dry matter yield (q/ha/day), dry matter yield (%), leaf /stem ratio, green forage yield (q/ha/day) and crude protein content (%). D<sup>2</sup> statistics given by <strong>[9]</strong> was used for the analysis. Seventeen genotypes were grouped into five clusters as per Tocher’s method described by <strong>[4].</strong> The intra and inter-cluster distance were worked out by using Mahalanobis D<sup>2</sup> statistics.</p>



<p><strong>Results and Discussion</strong></p>



<p>The genetic divergence can be estimated by using an effective statistical tool, Mahalanobis D<sup>2</sup> statistics, which gives a clear idea about the diverse nature of the population. The analyses of variance were carried out for all the seven quantitative traits among seventeen genotypes are presented in Table-1. The mean sum of squares due to genotypes showed significant differences for all the seven traits under study. Hence, a large amount of variability might be due to the diverse source of materials taken for the present study. This indicated ample scope for selecting promising lines from the current gene pool for green forage yield and yield attributing traits. Significant differences among forage maize genotypes for forage yield and yield contributing traits were also reported by<strong> [5</strong>-6].</p>



<p><strong>Table 1:&nbsp; Analysis of variance for 7 characters in Fodder Maize.</strong></p>



<figure class="wp-block-image size-large"><img fetchpriority="high" decoding="async" width="1024" height="356" src="https://www.che.com.es/wp-content/uploads/2021/11/image-38-1024x356.png" alt="" class="wp-image-1713" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-38-1024x356.png 1024w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-38-300x104.png 300w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-38-768x267.png 768w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-38.png 1354w" sizes="(max-width: 1024px) 100vw, 1024px" /></figure>



<p><strong>Table 2:&nbsp; Range and mean of 7 characters in Forage Maize.</strong></p>



<figure class="wp-block-image size-large"><img decoding="async" width="1024" height="365" src="https://www.che.com.es/wp-content/uploads/2021/11/image-39-1024x365.png" alt="" class="wp-image-1714" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-39-1024x365.png 1024w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-39-300x107.png 300w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-39-768x274.png 768w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-39.png 1354w" sizes="(max-width: 1024px) 100vw, 1024px" /></figure>



<p><strong>Table 3 : Estimation of genetic parameters of 7 characters of Forage Maize</strong></p>



<figure class="wp-block-image size-large"><img decoding="async" width="1024" height="359" src="https://www.che.com.es/wp-content/uploads/2021/11/image-40-1024x359.png" alt="" class="wp-image-1715" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-40-1024x359.png 1024w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-40-300x105.png 300w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-40-768x270.png 768w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-40-1536x539.png 1536w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-40.png 1638w" sizes="(max-width: 1024px) 100vw, 1024px" /></figure>



<p><strong>Table 4 : Phenotypic and Genotypic Correlation coefficient&nbsp; between 7 component characters of Forage Maize</strong></p>



<figure class="wp-block-image size-large"><img loading="lazy" decoding="async" width="1024" height="433" src="https://www.che.com.es/wp-content/uploads/2021/11/image-41-1024x433.png" alt="" class="wp-image-1716" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-41-1024x433.png 1024w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-41-300x127.png 300w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-41-768x325.png 768w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-41-1536x650.png 1536w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-41.png 1742w" sizes="(max-width: 1024px) 100vw, 1024px" /></figure>



<p>&nbsp;&nbsp; *Significant at&nbsp; P = 0.05</p>



<p>&nbsp;** Significant at P = 0.01</p>



<p><strong>Table 5 : Direct and Indirect effects of 7 component traits on Forage Maize</strong></p>



<figure class="wp-block-image size-large"><img loading="lazy" decoding="async" width="1024" height="442" src="https://www.che.com.es/wp-content/uploads/2021/11/image-42-1024x442.png" alt="" class="wp-image-1717" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-42-1024x442.png 1024w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-42-300x129.png 300w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-42-768x331.png 768w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-42-1536x662.png 1536w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-42.png 1732w" sizes="(max-width: 1024px) 100vw, 1024px" /></figure>



<p>Residual effect:&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Phenotypic&nbsp; (P) = 0.9130</p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Genotypic&nbsp;&nbsp; (G) = 1.0606</p>



<p>The knowledge of genetic diversity among the genotypes is essential for selection of parents for hybridization programme, especially in a cross pollinated crop like maize. seventeen genotypes were grouped into 5 clusters (Table-7) as per Tocher’s method described by [7]. Cluster I was the largest with 13 genotypes, followed by cluster II with 2 genotypes, followed by cluster III, and V was mono-genotypic. Distribution of genotypes in different clusters was random but it has clearly shown relationship with the characters for which they were bred. It indicates that genetic diversity and geographic diversity are not related. The pattern of group constellation proved the existence of significant amount of variability. Earlier workers <strong>[8]</strong> grouped 45 forage maize genotypes into 7 clusters, <strong>[10] </strong>grouped 30 genotypes into 6 clusters, and <strong>[11]</strong> 54 genotypes of maize into 7 clusters.</p>



<p><strong>Table 6 : &nbsp;Cluster mean for 7 characters in Forage Maize</strong></p>



<figure class="wp-block-image size-large"><img loading="lazy" decoding="async" width="1024" height="287" src="https://www.che.com.es/wp-content/uploads/2021/11/image-43-1024x287.png" alt="" class="wp-image-1718" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-43-1024x287.png 1024w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-43-300x84.png 300w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-43-768x215.png 768w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-43-1536x430.png 1536w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-43.png 1540w" sizes="(max-width: 1024px) 100vw, 1024px" /></figure>



<p><strong>Table 7 : Number and name of genotypes in different cluster</strong></p>



<figure class="wp-block-image size-large"><img loading="lazy" decoding="async" width="1024" height="243" src="https://www.che.com.es/wp-content/uploads/2021/11/image-44-1024x243.png" alt="" class="wp-image-1719" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-44-1024x243.png 1024w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-44-300x71.png 300w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-44-768x182.png 768w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-44-1536x364.png 1536w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-44.png 1606w" sizes="(max-width: 1024px) 100vw, 1024px" /></figure>



<p>The intra and inter-cluster distance values were worked out using Mahalanobis D<sup>2</sup> statistics. The mean D<sup>2</sup> values (Table-6) cluster elements were used as measures of intra and inter-cluster distance. The maximum inter-cluster distance was observed for cluster between II &amp; IV (265.469) followed by cluster III &amp; V (249.469), followed by cluster I (271) indicating that the genotypes of these clusters might be differing marginally in their genetic architecture. In the case of clusters III, IV &amp; V the intracluster distances are zero because of its mono-genotypic nature. These results suggest that maximum divergence between genotypes of these indicating the fact that the genotypes present in one cluster differ entirely from those present in other clusters. While lowest divergence was noticed between cluster I and II (59,265).</p>



<p><strong>Table 8 : Inter and Intra Cluster Distance</strong></p>



<figure class="wp-block-image size-large"><img loading="lazy" decoding="async" width="1024" height="274" src="https://www.che.com.es/wp-content/uploads/2021/11/image-45-1024x274.png" alt="" class="wp-image-1720" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-45-1024x274.png 1024w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-45-300x80.png 300w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-45-768x206.png 768w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-45.png 1072w" sizes="(max-width: 1024px) 100vw, 1024px" /></figure>



<p><strong>Table 9 : Independent character contribution towards divergence.</strong></p>



<figure class="wp-block-image size-large"><img loading="lazy" decoding="async" width="1024" height="318" src="https://www.che.com.es/wp-content/uploads/2021/11/image-46-1024x318.png" alt="" class="wp-image-1721" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-46-1024x318.png 1024w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-46-300x93.png 300w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-46-768x238.png 768w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/11/image-46.png 1356w" sizes="(max-width: 1024px) 100vw, 1024px" /></figure>



<p>The present study revealed that CP (%) contributed maximum (40.35%) for divergence followed by plant height (cm) (35.67%), Days to 50% flowering (20.85%) and GFY (q/ha)(1.17%). to total divergence. This result was in accordance with<strong> [12</strong>] and <strong>[</strong>13] reported high contribution to the divergence by days to 50 % flowering, high contribution due to plant height was reported by [14] and [15].</p>



<p>The cluster means for seven quantitative traits studied in seventeen genotypes of maize revealed considerable differences among the entire clusters. Cluster wise mean and over all cluster mean for the characters are presented in Table-6.The maximum intra cluster distance was observed for cluster I (D=59.68) followed Cluster II (D=29.95)indicating that the genotypes of these clusters might be different marginally in their genetic architecture .In the case of clusters III,IV and V the intra cluster distances are zero because of its monogenotypic nature. Cluster II exhibited highest character means for plant height (cm) and DMY (q/ha) .Cluster V showed highest character flowering, CP% and leaf stem ratio. Hence, it is obvious from the result that, Cluster II may be used as one of the parent in crossing programme to enhance the plant height and DMY(q/ha),Cluster IV may be used as the parent for improving days to 50% flowering ,CP% and leaf stem ratio . High contribution to the divergence was due to green forage yield as reported by [16].</p>



<p>On the basis of cluster mean and divergence observed in the present study, the genotypes viz <em>PFM-13, VL-117 and PMC -13 </em>were distinct and diverse and could be classified as promising genotypes. These genotypes may be used in crossing programme to achieve the desired segregants in forage maize.</p>



<p><strong>References</strong></p>



<ol class="wp-block-list"><li>Devi LG. Forage yield of maize (Zea mays L.) as influenced by nitrogen levels and biofertilizers. Forage Res 2002;27:263-266.</li><li>Takawale PS, Desale JS, Kauthale VK. Assessment of unpiloted maize (Zea mays L.) germplasm and its utilization in heterosis for forage traits. Indian J Genet 2009;69:159-161. 22.</li><li>Ahmed, S.; A. B. Malaviya and A. B. Majumdar (2010) : Genetic divergence and variability in fodder maize. Forage Res., 35 : 223-226.</li><li>Azad, M.A.K.; Biswas, B. K.; Alam, N. and Alam,&nbsp; S. S. (2012). Genetic diversity in maize (Zea mays L.) inbred lines. The Agriculturists;10(1):64-70.</li><li>Burton, G. W. (1952) : Quantitative inheritance in grasses. Proc. 6th Grassld. Cong., 1: 277-281.</li><li>Devi, L. G. (2002) : Forage yield of maize (Zea mays L.) as influenced by nitrogen levels and biofertilizers. Forage Res., 27 : 263-266.</li><li>Gour, V.; Patel, P. C.; Patel, M. R. and Patel. N. N.(2006) : Effect of sowing date and harvesting stage on forage yield and quality of maize. Forage Res., 31 : 267-268.</li><li>Kumari, S.; Shahi, J. P.; Mahato, A.; Singh, S. (2018). Genetic divergence studies in maize hybrids based on morphological traits. J Pharm.;7 (7) : 940-943.</li><li>Mahalanobis, P. C. (1936). On the generalised distance in statistics. Proc. Nat. Inst. Sci. India ; 2:49-55.</li><li>Mahdi, S. S.; Hasan, B.; Bhat, R. A; Aziz, M. A. (2010). Yield and economics of fodder maize as influenced by nitrogen and seed rate and zinc under temperate conditions. Forage Res; 36:22-25.</li><li>More, A. (2003). Path analysis and genetic diversity for forage components in maize (Zea mays L.). Thesis submitted to the Mahatma Phule Krishi Vidyapeeth, Rahuri.</li><li>Takawale, P. S.; Desale, J. S. and Kauthale, V. K. (2009) : Assessment of unpiloted maize (Zea mays L.) germplasm and its utilization in heterosis for forage traits. Indian J. Genet., 69 : 159-161.</li><li>Rao, C. R.(1952). Advanced statistical methods in biometrical research. I John Willey and Sons, Inc. New York, 390.</li><li>Rathod, S. D.; Shinde, G. C. and Shinde, S. D. (2021). Genetic diversity studies in forage maize genotypes. Internation Joirnal of Chemical Studies, 9(1):2918-2921.</li><li>Sonowane, M. N.; Patil, F. B. (1991). Genetic divergence in forage cowpea. J Maharashtra Agril. Univ; 16(2):161-169.</li><li>Utkhede, R. S. (1977). Multivariate analysis of genetic divergence in maize. East Afr. Agrilc. For. J. ;42(4):414-419.</li></ol>
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                                <keyword>Cow dung and urine</keyword>
                                                            
                                <keyword>Cowpea</keyword>
                                                            
                                <keyword>CPE – Cumulative pan evaporation</keyword>
                                                            
                                <keyword>Crop coefficient</keyword>
                                                            
                                <keyword>Crop evapotranspiration</keyword>
                                                            
                                <keyword>crop growth rate</keyword>
                                                            
                                <keyword>crop production</keyword>
                                                            
                                <keyword>cropping system</keyword>
                                                            
                                <keyword>crops</keyword>
                                                            
                                <keyword>Crosstalk</keyword>
                                                            
                                <keyword>Crude protein</keyword>
                                                            
                                <keyword>Culm strength</keyword>
                                                            
                                <keyword>culture media</keyword>
                                                            
                                <keyword>Curry leaf</keyword>
                                                            
                                <keyword>Czern</keyword>
                                                            
                                <keyword>D2</keyword>
                                                            
                                <keyword>DCT tools</keyword>
                                                            
                                <keyword>Dealers</keyword>
                                                            
                                <keyword>Debris</keyword>
                                                            
                                <keyword>deinition</keyword>
                                                            
                                <keyword>demonstration</keyword>
                                                            
                                <keyword>Disease</keyword>
                                                            
                                <keyword>Diversity</keyword>
                                                            
                                <keyword>docking</keyword>
                                                            
                                <keyword>Dosage</keyword>
                                                            
                                <keyword>Drip irrigation</keyword>
                                                            
                                <keyword>drought mitigation</keyword>
                                                            
                                <keyword>Drought tolerance</keyword>
                                                            
                                <keyword>Dry matter</keyword>
                                                            
                                <keyword>drymatter</keyword>
                                                            
                                <keyword>Ebola virus</keyword>
                                                            
                                <keyword>Eco-friendly insecticides</keyword>
                                                            
                                <keyword>Economics</keyword>
                                                            
                                <keyword>Ecosystem</keyword>
                                                            
                                <keyword>Effectiveness</keyword>
                                                            
                                <keyword>Efficacy</keyword>
                                                            
                                <keyword>Eichornia crassipes</keyword>
                                                            
                                <keyword>Electron microscope</keyword>
                                                            
                                <keyword>EM-AMMI</keyword>
                                                            
                                <keyword>Emulsion activity</keyword>
                                                            
                                <keyword>environment</keyword>
                                                            
                                <keyword>equilibrium</keyword>
                                                            
                                <keyword>Erodibility</keyword>
                                                            
                                <keyword>ethanol</keyword>
                                                            
                                <keyword>Ethylene</keyword>
                                                            
                                <keyword>Evaluation</keyword>
                                                            
                                <keyword>exoplanets</keyword>
                                                            
                                <keyword>explants</keyword>
                                                            
                                <keyword>extremophiles</keyword>
                                                            
                                <keyword>Extrusion cooking</keyword>
                                                            
                                <keyword>farmers</keyword>
                                                            
                                <keyword>Farming</keyword>
                                                            
                                <keyword>FDA</keyword>
                                                            
                                <keyword>fertigation</keyword>
                                                            
                                <keyword>fertility</keyword>
                                                            
                                <keyword>fertilizer</keyword>
                                                            
                                <keyword>fibre</keyword>
                                                            
                                <keyword>Field trails</keyword>
                                                            
                                <keyword>Finger millet</keyword>
                                                            
                                <keyword>Firming</keyword>
                                                            
                                <keyword>FITCON</keyword>
                                                            
                                <keyword>flax</keyword>
                                                            
                                <keyword>Fly-ash</keyword>
                                                            
                                <keyword>Fodder Cowpea</keyword>
                                                            
                                <keyword>Fold</keyword>
                                                            
                                <keyword>Foliar nutrition</keyword>
                                                            
                                <keyword>foliar spray</keyword>
                                                            
                                <keyword>food</keyword>
                                                            
                                <keyword>Food Security</keyword>
                                                            
                                <keyword>Forage yield</keyword>
                                                            
                                <keyword>forest</keyword>
                                                            
                                <keyword>Front line Demonstration</keyword>
                                                            
                                <keyword>front line demonstrations</keyword>
                                                            
                                <keyword>fruit</keyword>
                                                            
                                <keyword>fruit physical parameters</keyword>
                                                            
                                <keyword>fruit yield</keyword>
                                                            
                                <keyword>Fruits; Nutrients; Value addition</keyword>
                                                            
                                <keyword>Fungicide</keyword>
                                                            
                                <keyword>FYM</keyword>
                                                            
                                <keyword>GEI</keyword>
                                                            
                                <keyword>genetic advance</keyword>
                                                            
                                <keyword>Genetic diversity</keyword>
                                                            
                                <keyword>genetic variability</keyword>
                                                            
                                <keyword>genetic variation</keyword>
                                                            
                                <keyword>Genotype</keyword>
                                                            
                                <keyword>genotype x environment interaction</keyword>
                                                            
                                <keyword>Genotypes</keyword>
                                                            
                                <keyword>Geometrical Parameters</keyword>
                                                            
                                <keyword>germplasm</keyword>
                                                            
                                <keyword>GIS</keyword>
                                                            
                                <keyword>GPS-GIS</keyword>
                                                            
                                <keyword>grain</keyword>
                                                            
                                <keyword>Green forage</keyword>
                                                            
                                <keyword>Green nanopesticides</keyword>
                                                            
                                <keyword>gross returns</keyword>
                                                            
                                <keyword>Groundnut Crop</keyword>
                                                            
                                <keyword>Groundnut or peanut properties</keyword>
                                                            
                                <keyword>Growth</keyword>
                                                            
                                <keyword>Growth and Attributes</keyword>
                                                            
                                <keyword>Growth and Attributes.</keyword>
                                                            
                                <keyword>growth and yield attributes</keyword>
                                                            
                                <keyword>growth parameters</keyword>
                                                            
                                <keyword>growth retardant</keyword>
                                                            
                                <keyword>habitability</keyword>
                                                            
                                <keyword>Health; Self-life</keyword>
                                                            
                                <keyword>Heisenberg group</keyword>
                                                            
                                <keyword>heritability</keyword>
                                                            
                                <keyword>heritability and genetic advance</keyword>
                                                            
                                <keyword>Heterotrophic Bacteria</keyword>
                                                            
                                <keyword>High density planting</keyword>
                                                            
                                <keyword>high- density planting system</keyword>
                                                            
                                <keyword>High-density planting</keyword>
                                                            
                                <keyword>high-density planting system</keyword>
                                                            
                                <keyword>Host-pathogen</keyword>
                                                            
                                <keyword>hull</keyword>
                                                            
                                <keyword>Humic acid</keyword>
                                                            
                                <keyword>hydrogel</keyword>
                                                            
                                <keyword>Hydrophilic and Microporous</keyword>
                                                            
                                <keyword>ICT</keyword>
                                                            
                                <keyword>imazethapyr</keyword>
                                                            
                                <keyword>Immunotherapy</keyword>
                                                            
                                <keyword>Impact</keyword>
                                                            
                                <keyword>in vitro</keyword>
                                                            
                                <keyword>Incidence</keyword>
                                                            
                                <keyword>Incorporation</keyword>
                                                            
                                <keyword>Indigenous collections</keyword>
                                                            
                                <keyword>Influence of Sulphur</keyword>
                                                            
                                <keyword>Influenza</keyword>
                                                            
                                <keyword>information</keyword>
                                                            
                                <keyword>INM</keyword>
                                                            
                                <keyword>Input Agency</keyword>
                                                            
                                <keyword>Inputs</keyword>
                                                            
                                <keyword>integrated nutrient management</keyword>
                                                            
                                <keyword>intercultivation</keyword>
                                                            
                                <keyword>IPM</keyword>
                                                            
                                <keyword>Irrigation</keyword>
                                                            
                                <keyword>Isolation</keyword>
                                                            
                                <keyword>Jeevamrutha</keyword>
                                                            
                                <keyword>JG -63</keyword>
                                                            
                                <keyword>kharif</keyword>
                                                            
                                <keyword>kinetics</keyword>
                                                            
                                <keyword>Knowledge</keyword>
                                                            
                                <keyword>labour</keyword>
                                                            
                                <keyword>Land Use</keyword>
                                                            
                                <keyword>Laplace operator</keyword>
                                                            
                                <keyword>Lassa virus</keyword>
                                                            
                                <keyword>Leaf</keyword>
                                                            
                                <keyword>learning</keyword>
                                                            
                                <keyword>Lebesgue</keyword>
                                                            
                                <keyword>life</keyword>
                                                            
                                <keyword>Lignin</keyword>
                                                            
                                <keyword>linseed</keyword>
                                                            
                                <keyword>Linum usitatissimum L.</keyword>
                                                            
                                <keyword>liquid biofertilizers</keyword>
                                                            
                                <keyword>Local Non-descript Goats</keyword>
                                                            
                                <keyword>Lodging</keyword>
                                                            
                                <keyword>Long-term fertilizer experiment</keyword>
                                                            
                                <keyword>longitudinal expansion</keyword>
                                                            
                                <keyword>Maize</keyword>
                                                            
                                <keyword>management practices</keyword>
                                                            
                                <keyword>Mango</keyword>
                                                            
                                <keyword>Marine Environment</keyword>
                                                            
                                <keyword>Marine Pollution</keyword>
                                                            
                                <keyword>marker</keyword>
                                                            
                                <keyword>maturity</keyword>
                                                            
                                <keyword>Membranes</keyword>
                                                            
                                <keyword>Mepiquat chloride</keyword>
                                                            
                                <keyword>Metal halide</keyword>
                                                            
                                <keyword>meteorological variables</keyword>
                                                            
                                <keyword>method of sowing</keyword>
                                                            
                                <keyword>MGNREGA beneficiaries</keyword>
                                                            
                                <keyword>Microbial studies</keyword>
                                                            
                                <keyword>Micrococcus lutes</keyword>
                                                            
                                <keyword>micronutrients</keyword>
                                                            
                                <keyword>Microorganism</keyword>
                                                            
                                <keyword>mines</keyword>
                                                            
                                <keyword>MLT</keyword>
                                                            
                                <keyword>moisture</keyword>
                                                            
                                <keyword>Moisture content</keyword>
                                                            
                                <keyword>Molar absorptivity</keyword>
                                                            
                                <keyword>Molasses</keyword>
                                                            
                                <keyword>mole technology</keyword>
                                                            
                                <keyword>mulching</keyword>
                                                            
                                <keyword>municipal solid waste</keyword>
                                                            
                                <keyword>Murraya koenigii</keyword>
                                                            
                                <keyword>Mustard</keyword>
                                                            
                                <keyword>Nanofibres</keyword>
                                                            
                                <keyword>Natural plants</keyword>
                                                            
                                <keyword>net assimilation rate</keyword>
                                                            
                                <keyword>net returns</keyword>
                                                            
                                <keyword>net returns and B:C ratio</keyword>
                                                            
                                <keyword>net returns B:C ratio</keyword>
                                                            
                                <keyword>NICRA</keyword>
                                                            
                                <keyword>nitrification</keyword>
                                                            
                                <keyword>Nitrobacter</keyword>
                                                            
                                <keyword>Nitrogen</keyword>
                                                            
                                <keyword>nitrogen levels and yield</keyword>
                                                            
                                <keyword>Nitrogen sources</keyword>
                                                            
                                <keyword>Nitrogen Use Efficiency (NUE)</keyword>
                                                            
                                <keyword>Nitrosomonas</keyword>
                                                            
                                <keyword>Non Basmati rice</keyword>
                                                            
                                <keyword>nutrient management</keyword>
                                                            
                                <keyword>nutrient removal and nutrient uptake</keyword>
                                                            
                                <keyword>Nutrient uptake</keyword>
                                                            
                                <keyword>nutrients c</keyword>
                                                            
                                <keyword>Nutritional composition</keyword>
                                                            
                                <keyword>Ochrobacterum pitutisom</keyword>
                                                            
                                <keyword>of</keyword>
                                                            
                                <keyword>Oil absorption capacity</keyword>
                                                            
                                <keyword>oil cakes</keyword>
                                                            
                                <keyword>organic</keyword>
                                                            
                                <keyword>Organic agriculture</keyword>
                                                            
                                <keyword>organic carbon pools</keyword>
                                                            
                                <keyword>organic manures</keyword>
                                                            
                                <keyword>organic product</keyword>
                                                            
                                <keyword>Organoleptic acceptability</keyword>
                                                            
                                <keyword>origin</keyword>
                                                            
                                <keyword>Packaging</keyword>
                                                            
                                <keyword>pad-dry-cure method</keyword>
                                                            
                                <keyword>Parameters</keyword>
                                                            
                                <keyword>Pathogen entry</keyword>
                                                            
                                <keyword>performance</keyword>
                                                            
                                <keyword>Perovskite Quantum dots</keyword>
                                                            
                                <keyword>Pest Control</keyword>
                                                            
                                <keyword>Pesticide</keyword>
                                                            
                                <keyword>pests</keyword>
                                                            
                                <keyword>pH</keyword>
                                                            
                                <keyword>physical properties</keyword>
                                                            
                                <keyword>Phytochemicals</keyword>
                                                            
                                <keyword>Pigeon pea</keyword>
                                                            
                                <keyword>Pigeonpea</keyword>
                                                            
                                <keyword>planetary</keyword>
                                                            
                                <keyword>plant</keyword>
                                                            
                                <keyword>Plant defense</keyword>
                                                            
                                <keyword>plant height</keyword>
                                                            
                                <keyword>Planting geometry</keyword>
                                                            
                                <keyword>Plastic Waste</keyword>
                                                            
                                <keyword>PM2.5</keyword>
                                                            
                                <keyword>poly house</keyword>
                                                            
                                <keyword>polymers</keyword>
                                                            
                                <keyword>potassium iodate</keyword>
                                                            
                                <keyword>Poultry</keyword>
                                                            
                                <keyword>poultry farming</keyword>
                                                            
                                <keyword>prebiotic</keyword>
                                                            
                                <keyword>Principle component analysis (PCA)</keyword>
                                                            
                                <keyword>priority inputs</keyword>
                                                            
                                <keyword>Production</keyword>
                                                            
                                <keyword>productivity</keyword>
                                                            
                                <keyword>properties</keyword>
                                                            
                                <keyword>Protective clothing</keyword>
                                                            
                                <keyword>Protein and Crude fibre</keyword>
                                                            
                                <keyword>pulp</keyword>
                                                            
                                <keyword>Pulse beetle</keyword>
                                                            
                                <keyword>Pulse Magic</keyword>
                                                            
                                <keyword>pumpkin flour</keyword>
                                                            
                                <keyword>pumpkin seed flour</keyword>
                                                            
                                <keyword>Pusa 1121 Grain quality</keyword>
                                                            
                                <keyword>Pusa Basmati 1</keyword>
                                                            
                                <keyword>Pusa hydrogel</keyword>
                                                            
                                <keyword>Pusa Sugandha</keyword>
                                                            
                                <keyword>qualitative</keyword>
                                                            
                                <keyword>quality</keyword>
                                                            
                                <keyword>quality parameters</keyword>
                                                            
                                <keyword>quantitative</keyword>
                                                            
                                <keyword>Quinoa</keyword>
                                                            
                                <keyword>R-8808 and KADARI-9 varieties</keyword>
                                                            
                                <keyword>ready-to-eat</keyword>
                                                            
                                <keyword>recommended dose of fertilizer</keyword>
                                                            
                                <keyword>relative growth rate</keyword>
                                                            
                                <keyword>remediation</keyword>
                                                            
                                <keyword>Resistance breeding</keyword>
                                                            
                                <keyword>response surface</keyword>
                                                            
                                <keyword>rhodamine-B dye</keyword>
                                                            
                                <keyword>Rice</keyword>
                                                            
                                <keyword>Riemann-Liouville</keyword>
                                                            
                                <keyword>RMSPD</keyword>
                                                            
                                <keyword>RNA polymerase</keyword>
                                                            
                                <keyword>RNA polymerase activity</keyword>
                                                            
                                <keyword>Rock phosphate</keyword>
                                                            
                                <keyword>Rural</keyword>
                                                            
                                <keyword>Salt affected soil</keyword>
                                                            
                                <keyword>SAMETI</keyword>
                                                            
                                <keyword>sampling</keyword>
                                                            
                                <keyword>sandal’s sensitivity</keyword>
                                                            
                                <keyword>Sandy soil</keyword>
                                                            
                                <keyword>season</keyword>
                                                            
                                <keyword>Seasonal Incidence</keyword>
                                                            
                                <keyword>Seed hardening</keyword>
                                                            
                                <keyword>Seed priming</keyword>
                                                            
                                <keyword>seed rate</keyword>
                                                            
                                <keyword>seed yield</keyword>
                                                            
                                <keyword>seeds</keyword>
                                                            
                                <keyword>Sequence cropping</keyword>
                                                            
                                <keyword>SFunctional property</keyword>
                                                            
                                <keyword>Simulation and Bienniality</keyword>
                                                            
                                <keyword>Sirohi</keyword>
                                                            
                                <keyword>SISGYS</keyword>
                                                            
                                <keyword>Skill</keyword>
                                                            
                                <keyword>Skimmed milk</keyword>
                                                            
                                <keyword>slope map</keyword>
                                                            
                                <keyword>smartphone</keyword>
                                                            
                                <keyword>Socio-economic impact</keyword>
                                                            
                                <keyword>Soil</keyword>
                                                            
                                <keyword>soil aggregation</keyword>
                                                            
                                <keyword>Soil amendments</keyword>
                                                            
                                <keyword>soil characteristics</keyword>
                                                            
                                <keyword>Soil Erosion</keyword>
                                                            
                                <keyword>soil fertility maps and nutrientindex</keyword>
                                                            
                                <keyword>Soil health</keyword>
                                                            
                                <keyword>soil moisture content and maize</keyword>
                                                            
                                <keyword>Soil organic carbon</keyword>
                                                            
                                <keyword>Soil organic matter</keyword>
                                                            
                                <keyword>soil properties</keyword>
                                                            
                                <keyword>Soil Test Crop Response (STCR)</keyword>
                                                            
                                <keyword>Solar energy materials</keyword>
                                                            
                                <keyword>Solid works</keyword>
                                                            
                                <keyword>Sorghum</keyword>
                                                            
                                <keyword>Soybean</keyword>
                                                            
                                <keyword>SPAD (Soil Plant Analysis Development) values</keyword>
                                                            
                                <keyword>spectrophotometer</keyword>
                                                            
                                <keyword>Spectrophotometric</keyword>
                                                            
                                <keyword>Spectrophotometry</keyword>
                                                            
                                <keyword>stability</keyword>
                                                            
                                <keyword>standardization</keyword>
                                                            
                                <keyword>STCR equation</keyword>
                                                            
                                <keyword>Sugarcane ratoon crop</keyword>
                                                            
                                <keyword>Sulphur</keyword>
                                                            
                                <keyword>Sunflower</keyword>
                                                            
                                <keyword>Super absorbent polymer</keyword>
                                                            
                                <keyword>Superiority index</keyword>
                                                            
                                <keyword>Supplementation</keyword>
                                                            
                                <keyword>sustainability</keyword>
                                                            
                                <keyword>Sustainable agriculture</keyword>
                                                            
                                <keyword>sustainable productivity</keyword>
                                                            
                                <keyword>sustainable productivity and vertisols</keyword>
                                                            
                                <keyword>Sweet corn</keyword>
                                                            
                                <keyword>Sweet sorghum</keyword>
                                                            
                                <keyword>Swelling capacity</keyword>
                                                            
                                <keyword>techniques</keyword>
                                                            
                                <keyword>Technological need; Awareness; Dairy farmers</keyword>
                                                            
                                <keyword>Technology Index</keyword>
                                                            
                                <keyword>Terminal Velocity</keyword>
                                                            
                                <keyword>textile applications</keyword>
                                                            
                                <keyword>the mechanocaloric effect</keyword>
                                                            
                                <keyword>thermodynamics</keyword>
                                                            
                                <keyword>Threshing Cylinder</keyword>
                                                            
                                <keyword>tomato</keyword>
                                                            
                                <keyword>total cost</keyword>
                                                            
                                <keyword>Trainees</keyword>
                                                            
                                <keyword>Training</keyword>
                                                            
                                <keyword>Tuberose</keyword>
                                                            
                                <keyword>Unani</keyword>
                                                            
                                <keyword>Universal soil loss equation</keyword>
                                                            
                                <keyword>up gradation</keyword>
                                                            
                                <keyword>Upliftment</keyword>
                                                            
                                <keyword>Urea</keyword>
                                                            
                                <keyword>USWC</keyword>
                                                            
                                <keyword>utilization</keyword>
                                                            
                                <keyword>Vaccines for cancer</keyword>
                                                            
                                <keyword>Validation</keyword>
                                                            
                                <keyword>Variability</keyword>
                                                            
                                <keyword>Varieties</keyword>
                                                            
                                <keyword>vegetable producers</keyword>
                                                            
                                <keyword>Vermicompost</keyword>
                                                            
                                <keyword>Vermicomposting</keyword>
                                                            
                                <keyword>vertisols</keyword>
                                                            
                                <keyword>Vetiver oil microcapsules</keyword>
                                                            
                                <keyword>volumetric expansion</keyword>
                                                            
                                <keyword>Waste Management</keyword>
                                                            
                                <keyword>wastewater</keyword>
                                                            
                                <keyword>Water absorption capacity</keyword>
                                                            
                                <keyword>Water hyacinth</keyword>
                                                            
                                <keyword>Water productivity</keyword>
                                                            
                                <keyword>water resources</keyword>
                                                            
                                <keyword>Water vapor permeability</keyword>
                                                            
                                <keyword>waterlogged soils</keyword>
                                                            
                                <keyword>Waterproof</keyword>
                                                            
                                <keyword>weather</keyword>
                                                            
                                <keyword>Weeding</keyword>
                                                            
                                <keyword>wheat</keyword>
                                                            
                                <keyword>wheat flour</keyword>
                                                            
                                <keyword>Wilt</keyword>
                                                            
                                <keyword>wool fabric</keyword>
                                                            
                                <keyword>Yield</keyword>
                                                            
                                <keyword>yield and economics</keyword>
                                                            
                                <keyword>yield attributes</keyword>
                                                            
                                <keyword>yield parameters</keyword>
                                                            
                                <keyword>zero tillage and soil organic carbon</keyword>
                                                            
                                <keyword>zero-order method</keyword>
                                                            
                                <keyword>Zinc</keyword>
                                                            
                                <keyword>Zinc and Boron on Uptake and Availability of Nutrients in Onion</keyword>
                                                            
                                <keyword>ziprasidone hydrochloride (ZPN)</keyword>
                                                            
                                <keyword>Ziram</keyword>
                                                        
                        </keywords>
                                                                </item>
        </channel>
</rss>