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	<title>Characterization of Yield and Phenology of Rainfed Cotton under High Plant Densities and Moisture Regimes &#8211; CHE</title>
	<link>https://chemjournal.researchfloor.org</link>
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                        <item>
                        <title>Characterization of Yield and Phenology of Rainfed Cotton under High Plant Densities and Moisture Regimes</title>
                        <link>https://chemjournal.researchfloor.org/characterization-of-yield-and-phenology-of-rainfed-cotton-under-high-plant-densities-and-moisture-regimes/</link>
                        <pubDate>Wed, 13 Oct 2021 19:56:49 +0000</pubDate>
                        <dc:creator>admin</dc:creator>
                        <authors>
                                                        <author>
                                <name>B. Santhosh</name>
                                <affiliationId>*1</affiliationId>
                                </author>
                                                            <author>
                                <name>Ramesh Thatikunta</name>
                                <affiliationId>1</affiliationId>
                                </author>
                                                            <author>
                                <name>D. V. V. Reddy</name>
                                <affiliationId>1</affiliationId>
                                </author>
                                                            <author>
                                <name>S. A.Hussain</name>
                                <affiliationId>2</affiliationId>
                                </author>
                                                            <author>
                                <name>V. Gouri Shankar</name>
                                <affiliationId>3</affiliationId>
                                </author>
                                                            <author>
                                <name>S. Ramesh Babu</name>
                                <affiliationId>4</affiliationId>
                                </author>
                                                    

</authors>
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                        <abstract language="eng"><p>Abstract</p>
<p>Spacing and moisture availability are considered as some of the critical management components in any cropping system to bring out a rewarding yield. This present study examines the effect of high plant densities and moisture regime on certain varieties of cotton in tropical monsoon-based southern Telangana agro-climatic zone. Six genotypes viz., are selected and studied their performance in high-density spacings viz., ADB- 39, H- 4492859, NDLH- 1938, Anjali, Suraj and WGLV- 48 were grown under three high density planting systems viz., 75&#215;10 cm, 60&#215;10 cm and 45&#215;10 cm to study the relation between moisture stress and phenology and yield of cotton. Among the treatments in the study, WGCV-48 recorded the earliest square initiation (41.3 days), flower initiation (66.1 days) and boll bursting (92.6 days). And the combination of WGCV-48 and spacing of 45&#215;10 cm recorded the maximum of lint yield (737 Kg Ha-1) and 100 seed index (8.7g).</p>
</abstract>
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<p><strong>Introduction</strong></p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Cotton (<em>Gossypium barbadense</em>) is primarily cultivated for lint and fiber, is native to Mexico and India. China and India hold first and second ranks in cotton production. The area under cotton cultivation, production and productivity in India were raised from 44.24 lakh Ha, 33.36 lakh bales and 132 kg Ha<sup>-1</sup> in 1947 to 129.57 lakh Ha, 371 lakh bales and 487 kg Ha<sup>-1</sup> in 2020-21 [10]. Telangana state has cotton cultivation in 17.94 lakh ha, with a total production potential of 53 Lakh bales and productivity of 502.23 kg ha<sup>-1</sup> [9]. Dry matter accumulation under moisture stress is reduced by 50% in <em>Gossypium barbadense</em> [14]<em>.&nbsp; </em>As only 38% of the total cotton cultivation is under irrigation, developing a crop model to withstand drought and heat stress is the need of the hour. Results of several recent studies conclude that the yield potential of <em>Bt</em> cotton is at a level of stagnation. The current experiment explores the physiological basis of phenological changes in cotton under moisture stress conditions. And this study is also oriented towards potential yield improvement in desi cotton, which would replace the <em>Bt</em> Cotton at field level.&nbsp;</p>



<p><strong>Materials and Methods</strong></p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Two field experiments were conducted at the College Farm of College of Agriculture, Hyderabad (17<sup>o</sup>19’ 17.44 N &amp; 78<sup>o</sup>24’ 35.32 E) at an altitude of 542.6 m above mean sea level. It falls under the Southern Telangana agro- climatic zone of Telangana. The climate of Hyderabad was classified as dry- tropical and semi- arid. Six genotypes viz., ADB- 39, H- 4492859, NDLH- 1938, Anjali, Suraj and WGLV- 48 were grown in the present study, at three different spacings viz., 75&#215;10 cm, 60&#215;10 cm and 45&#215;10 cm, which accommodate 1.33, 1.66 and 2.22 lakh of plants respectively.</p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; The total number of days from the date of sowing to the date 50 percent of the plants initiated squaring in a plot was recorded as Days to squaring. And the total number of days from the date of sowing to the date on which 50 percent of the plants initiated flowering in a plot was recorded as Days to 50% flowering.&nbsp; The number of days taken to initiate bolls in a plot was recorded as Days to boll initiation. And the total number of days from the date of sowing to the date on which 50 percent of the plants opened bolls in a plot was recorded as Days to peak boll burst.</p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; The cumulative yield lint from three pickings in each treatment plot was weighed and expressed as Lint Yield in kg ha<sup>-1</sup>. Seeds after separation by delinting of the seed cotton by soaking the kapas in concentrated H<sub>2</sub>SO<sub>4</sub>, by which the fuzz gets burnt and left over seeds were immediately washed 3- 4 times with fresh water followed by lime water again and with fresh water to neutralize the acid residues and dried under shade. This is noted as 100 seed weight in grams. The results were analyzed statistically in spilt plot design. Data on various traits were statistically analyzed following Panse and Sukhatme (1978) [12].</p>



<p><strong>Table No.1: </strong>Number of days required to obtain each growth stage in cotton genotypes under different plant spacings.</p>



<figure class="wp-block-image size-large"><img fetchpriority="high" decoding="async" width="638" height="694" src="http://www.che.com.es/wp-content/uploads/2021/10/image.png" alt="" class="wp-image-1430" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/10/image.png 638w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/10/image-276x300.png 276w" sizes="(max-width: 638px) 100vw, 638px" /></figure>



<p><strong>Table No. 2: </strong>Lint Yield (Kg Ha<sup>-1</sup>) and 100 seed weight (g) of cotton genotypes as influenced by different spacings in two seasons of crop growth and pooled.</p>



<figure class="wp-block-image size-large"><img decoding="async" width="468" height="658" src="http://www.che.com.es/wp-content/uploads/2021/10/image-1.png" alt="" class="wp-image-1431" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/10/image-1.png 468w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/10/image-1-213x300.png 213w" sizes="(max-width: 468px) 100vw, 468px" /></figure>



<p><strong>Table 3: </strong>The genotypes and spacings, recorded earliest square initiation, flower initiation and boll formation.</p>



<figure class="wp-block-image size-large"><img decoding="async" width="672" height="380" src="http://www.che.com.es/wp-content/uploads/2021/10/image-2.png" alt="" class="wp-image-1432" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/10/image-2.png 672w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/10/image-2-300x170.png 300w" sizes="(max-width: 672px) 100vw, 672px" /></figure>



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



<p><strong>Quantification of growth stages <em>viz</em>., square, flowering and boll formation</strong></p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Cotton usually require 5, 38, 59, 116, 140 days and 50, 550, 950, 2150, 2600 heat units to seedling emergence, square initiation, flowering initiation, boll bursting and harvest respectively. Days taken by the crop to attain each specific phenological phase was quantified for six cultivars at three plant densities (Table 1 and Fig 1). Days to square formation was observed earliest with WGCV-48 cultivar in 41 and 39 days under 75&#215;10 cm spacing and observed late in ADB-39 and Anjali in 46 days under 45&#215;10 cm spacing. Squares were found early in 75&#215;10 cm at 43.2 days in <em>Kharif, </em>2015 and 41.2 days in <em>Kharif, </em>2016. The combination of WGCV-48 planted in 75&#215;10 cm in <em>Kharif, </em>2016 had recorded squares formation in 39 days.</p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Days to flower initiation was observed early in WGCV-48 in 67 and 65.2 days and later flower initiation was recorded in Anjali in 70.3 and 69.3 days in <em>Kharif</em>, 2015-16 and <em>Kharif</em> 2016-17 respectively. Flowers initiated early in 75&#215;10 cm in 67.7 days in <em>Kharif, </em>2015 and 66.1 days in <em>Kharif, </em>&nbsp;[5] reported that the days of first flower formation in cotton was recorded in 55.33 days in 75&#215;45 cm spacing and late in 60&#215;45 cm spacing. The mean days taken for square formation is slightly lesser in 67 days in <em>Kharif</em>, 2016 as compared to 69 days in <em>Kharif</em>, 2015. The combination of WGCV-48 planted at 75&#215;10 cm in <em>Kharif, </em>2016 flowered early in 64 days. During both seasons WGCV-48 showed significantly early boll formation in 93.8 and 91.5 days compared to other genotypes. Anjali was found late in boll formation in 97.4 and 96.7 days.&nbsp;</p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Boll development was early in 75&#215;10 cm spacing in 95.1 days in <em>Kharif, </em>2015 and 93.7 days in <em>Kharif, </em>2016, [5] reported that the days of the first boll splitting formation in cotton was found earlier in 75&#215;45 cm spacing than in 60&#215;45 cm spacing.&nbsp; The combination of WGCV-48 and NDLH-1938 planted in 75&#215;10 cm cropping system in <em>Kharif, </em>2016 had reported minimum days for boll initiation in 91 days. Cotton grown under cool and moist conditions tend to extend the vegetative cycle favoring more dry matter production, whereas under hot and dry conditions in the second season of study selected shortening of the crop cycle. These results are in close conformity with Adare, (2015) [1].</p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; The number of days for planting to square formation is decreased by narrow plant spacing due to increased inter plant competition [11]. Delay in the appearance of first flower and first boll splitting and increase in the height of first fruiting branch with the increase in space between rows was reported by [15].</p>



<p><strong>Fig 1: </strong>The Phenological parameters of cotton genotypes under different plant spacings.</p>



<figure class="wp-block-image size-large"><img loading="lazy" decoding="async" width="446" height="222" src="http://www.che.com.es/wp-content/uploads/2021/10/image-3.png" alt="" class="wp-image-1433" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/10/image-3.png 446w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/10/image-3-300x149.png 300w" sizes="(max-width: 446px) 100vw, 446px" /></figure>



<p><strong>Fig 2: </strong>Lint Yield and 100 seed weight of cotton under different spacings</p>



<figure class="wp-block-image size-large"><img loading="lazy" decoding="async" width="630" height="202" src="http://www.che.com.es/wp-content/uploads/2021/10/image-4.png" alt="" class="wp-image-1434" srcset="https://chemjournal.researchfloor.org//wp-content/uploads/2021/10/image-4.png 630w, https://chemjournal.researchfloor.org//wp-content/uploads/2021/10/image-4-300x96.png 300w" sizes="(max-width: 630px) 100vw, 630px" /></figure>



<p><strong>100 Seed Weight (g)</strong></p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; It is an important trait that determines yield especially in seed cotton. And with the increase of spacing among high HDPS, 100 seed weight improved. WGCV-48 was found to have a significantly higher 100 seed weight than other genotypes studied (8.3 g) followed by NDLH-1938 (7.9 g) and minimum in Anjali (6.9 g). 75&#215;10 cm spacing which accommodates 1,33,333 plants per hectare, has contributed to a high 100 seed weight (7.8 g), followed by 60&#215;10 cm (7.5 g) and minimum in 45x 10 cm spacing (7.1 g). The combination of genotype WGCV-48 under 75&#215;10 cm spacing had shown the best 100 seed weight (8.7 g) than all other combinations.</p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Deho [6] in a study on effects on sowing dates on yield components of cotton, stated that sowing on May 1<sup>st</sup> resulted in best boll weight (2.83 g) and 100 seed weight (8.74 g).&nbsp; Shukla et al., 2013 [18] reported the highest 100 seed weight (8.02 g) in broader spacing. 100 seed weight was improved due to a higher level of fertilization (Dhillon et al., 2006) [7]. Maximum 100 seed weight (8.59 g) under wide plant spacing of 45cm and minimum 100 seed weight under 15 cm plant spacing (8.47 g) was reported by [2].&nbsp;</p>



<p><strong>Lint Yield (kg ha<sup>-1</sup>)</strong></p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; The cotton cultivar, WGCV-48 under 75&#215;10 cm spacing exhibited the maximum lint yield during both <em>Kharif</em>, 2015 (736 kg /ha) and <em>Kharif</em>, 2016 (737 kg/ha). Among the genotypes, WGCV-48 (642 kg/ha) has shown maximum and Anjali recorded minimum lint yield (417 kg/ha). High photosynthetic rate, better assimilates translocation and better dry matter partitioning efficiency has contributed to the highest lint yield of WGCV-48.</p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 75&#215;10 cm spacing that accommodates 1,33,333 plants ha<sup>-1</sup> has shown maximum lint yield during <em>Kharif</em>, 2015 (633 kg/ha) and also during <em>Kharif</em>, 2016 (469 kg/ha). The rate of increment in lint yield under 75&#215;10 cm spacing when compared to 60&#215;10 cm and 45&#215;10 cm recorded was 6% and 20% respectively. [4], reported high heterosis for lint index in cotton cultivar, DHB -105, which recorded maximum lint index (6.47) followed by DCH-32 (6.12).</p>



<p><strong>Conclusion</strong></p>



<p>Cotton requires a minimum growing season of 180-200 frost-free days. Squares, flowers and bolls have appeared earlier in 75&#215;10 cm spacing in 42, 67 and 94 DAS (Table 1). The number of days taken for different phenophases to appear decreased with high- density planting. 43, 68 and 95 days in 60&#215;10 cm and 44, 69 and 96 days taken in 45&#215;10 cm spacing for squares, flowers and bolls initiation respectively. Besides, phenophases appeared also early in <em>Kharif</em>, 2016 compared to <em>Kharif</em>, 2015. The shortening of phenophase is because of the increased inter and intra plant competition.&nbsp;</p>



<p>100 seed weight is significantly higher in WGCV-48 (8.3 g) among the genotypes studied (Table 2 and Fig 2). In addition, seed weight was higher in 75&#215;10 cm spacing (7.8 g) as compared to other spacings of 60&#215;10 cm (7.5 g) and 45&#215;10 cm (7.1 g). Lint yield recorded was maximum in WGCV-48 (642 kg ha<sup>-1</sup>) grown at 75&#215;10 cm spacing (633 kg/ha). WGCV-48 had also recorded maximum individual boll weight (2.9 g) and the number of bolls per plant (6.9). The seed cotton yield was maximum in WGCV -48 (1908 kg ha<sup>-1</sup>) in 75&#215;10 cm spacing (1639 kg ha<sup>-1</sup>).</p>



<p><strong>Future line of Work</strong></p>



<p>Achieving enhanced earliness without compromising on yield potential could be a boon to breeding programs. Suitable spacing and genotype should be identified to harvest the best in High- Density Planting System [13]. Breeding for ideotype of short (90-100 cm) compact type with early maturity, high sucking pest tolerance with 6-7 bolls per plant is essential. Identifying the physiological and harvestable maturity phases of cotton coinciding with the greatest vigor of plant and yield potential should be on main focus (Santosh <em>et al, </em>2019) [16 &amp; 17].</p>



<p><strong>Conflict of Interest Statement</strong></p>



<p><strong>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </strong>The authors declare no conflict of interest.</p>



<p><strong>Acknowledgment</strong></p>



<p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; The present work was done in the department of crop physiology, college of agriculture, Rajendranagar, with financial and technical support from the Central Institute for Cotton Research (CICR), ICAR, Nagpur, India.</p>



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



<ol class="wp-block-list"><li>Adare, Z.M. Influence of sowing time and deficit irrigation in relation to temperature and solar radiation on growth and yield of cotton (<em>Gossypium hirsutum </em>L.). &nbsp; (2015).Ph.D &nbsp;&nbsp; thesis &nbsp; submitted to PJTSAU, Hyderabad.</li><li>Ali, H., Afzal, M.N., Ahmad, F., Ahmad, S., Akhtar, M and Atif, R. Effect of&nbsp;Sowing Dates, Plant Spacing and Nitrogen Application on Growth and &nbsp;&nbsp; Productivity&nbsp;&nbsp;&nbsp; on Cotton Crop.<em> International Journal of Scientific &amp; Engineering Research. </em>2 (9): (2011) 2229-5518.</li><li>Ali, H., Afzal, M.N., Ahmad, F., Ahmad, S., Akhtar, M and Atif, R. Effect of Sowing Dates, Plant Spacing and Nitrogen Application on Growth and Productivity&nbsp; on Cotton Crop. <em>International Journal of Scientific &amp; Engineering Research</em>. 2 (9): (2015) 1-6.</li><li>Ashwathama, V. H., Patil, B. C., Kareeakatti, S.R and Adarsha, T.S. Studies on heterosis for biophysical traits and yield attributes in Cotton hybrids. World &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Cotton Research Conference, Cape Town South Africa. 2003.</li><li>Aziz, M., Ahmed, J.U., Mortuza, M.G.G., Rahman, M.T and Jabber, A. Yield and fibre quality of some cotton genotypes as affected by population density.&nbsp;<em>International</em>&nbsp; <em>journal of agriculture, environment and biotechnology</em>. 4 &nbsp;&nbsp; (3) (2011): 185-191.</li><li>Deho, Z. A., Laghari, S., Abro, S., Khanzada, S.D and Fakhruddin. Effect of sowing dates and picking intervals at boll opening percent, yield and fiber quality of cotton cultivars.&nbsp; <em>Sci., Tech. and Dev.</em>, 31 (3) (2012): 288-293.&nbsp;&nbsp;</li><li>Dhillon, G. S., Chabra, K. L. and Punia, S. S. Effect of crop geometry and integrated nutrient management on fibre quality and nutrient uptake by cotton crop. &nbsp;&nbsp;&nbsp; <em>Journal of</em> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <em>Cotton Research and Development.</em> 20(2) (2006): 221-223.</li><li><a href="http://ministryoftextiles.gov.in/sites/default/files/Textiles-Sector-Cotton-Sep19.pdf">http://ministryoftextiles.gov.in/sites/default/files/Textiles-Sector-Cotton-Sep19.pdf</a></li><li><a href="http://www.caionline.in/articles/cotton-advisory-board-cab-pegs-2018-19-cotton-crop-at-36-1-mln-bales">http://www.caionline.in/articles/cotton-advisory-board-cab-pegs-2018-19-cotton-crop-at-36-1-mln-bales</a></li><li><a href="https://cotcorp.org.in/statistics.aspx">https://cotcorp.org.in/statistics.aspx</a></li><li>Nagenderreddy, K. Evaluation of CROPGRO-Cotton model under varied &nbsp; plant &nbsp;&nbsp; densities and nitrogen levels for delineation of potential production zones by &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; using GIS technique in Telangana State. Ph.D thesis submitted to PJTSAU, &nbsp;Hyderabad. (2017).</li><li>Panse, V. G. and Sukhame, P. B. Statistical methods for agricultural workers.&nbsp;Indian Council of Agricultural Research, New Delhi Publications. (1978) 238.</li><li>Ramesh, T., Ramulu, J.Y., Santhosh, B., Lavanya, B., Shankar, G.V., Hussain, S.A and Reddy, D.V.V. Crop growth rate optimum leaf area index quantification&nbsp;&nbsp;&nbsp; and identification of suitable spacing for HDPS &#8211; a case study in cotton for Telangana. <em>Journal of Cotton Research and Development. </em>31 (2) (2017) 273-278.</li><li>Ramesh, T., Santhosh, B., Ramulu, J.Y., Lavanya, B., Shankar, G.V., Hussain, S.A and Reddy, D.V.V. Identification of suitable spacing and genotypes for high &nbsp;&nbsp;&nbsp; density planting system in cotton. <em>The Bioscan. </em>11 (4) (2016): 2611-2614.</li><li>Saleem M.F., Anjum. S.A., Shakeel, A., Ashraf, M.Y and Khan, H.Z. Effect of row 6 spacing on earliness and yield in cotton.2009. <em>Pakistan journal of botany</em>. &nbsp; 41(5) (2009): 2179- 2188.</li><li>Santhosh, B., Ramesh thatikunta., Reddy, D.V.V., Hussain, S.A and Gouri Shankar, V. Physiological basis of improved yields in rainfed cotton under High &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; density planting system. <em>The PJTSAU Research Journal.</em> 47(3) (2019) 12-19.</li><li>Santhosh, B., Ramesh thatikunta., Reddy, D.V.V., Hussain, S.A and Gouri Shankar, V. Physiological responses in rainfed conditions under high density &nbsp;&nbsp;&nbsp; planting system of cotton. <em>The Pharma Innovation Journal. </em>8(12) (2019): 261-&nbsp;&nbsp;266.</li><li>Shukla U.N., Khakare, M.S., Stivatsava, V.K.,&nbsp; Kumar, R., Singh, S., Kumar, V &nbsp;&nbsp; and Kumar, K. Effect of spacings and fertility levels on growth, yield and quality of cotton (<em>Gossypium hirsutum l</em>.) hybrids under rainfed condition of vidarbha. <em>The Bioscan.</em> 8(2) (2013): 561-567.</li></ol>
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                                <keyword>cluster analysis</keyword>
                                                            
                                <keyword>Cluster Front Line D</keyword>
                                                            
                                <keyword>Coated Urea</keyword>
                                                            
                                <keyword>Coatings</keyword>
                                                            
                                <keyword>Colloidal processing</keyword>
                                                            
                                <keyword>Colored sweet pepper</keyword>
                                                            
                                <keyword>Comfortability</keyword>
                                                            
                                <keyword>Compact cotton</keyword>
                                                            
                                <keyword>composite flours</keyword>
                                                            
                                <keyword>composting</keyword>
                                                            
                                <keyword>computer</keyword>
                                                            
                                <keyword>conservation</keyword>
                                                            
                                <keyword>Conservation agriculture</keyword>
                                                            
                                <keyword>Correlation</keyword>
                                                            
                                <keyword>correlation analysis</keyword>
                                                            
                                <keyword>Correlation coefficient</keyword>
                                                            
                                <keyword>Coss</keyword>
                                                            
                                <keyword>cost</keyword>
                                                            
                                <keyword>cotton</keyword>
                                                            
                                <keyword>COVID-19</keyword>
                                                            
                                <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>