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	<title>Genetic Analysis of CMS Based Rabi Sorghum (Sorghum Bicolor [L.] Moench) Single Cross Hybrids For Grain Yield and Yield Components - Environmental Reports</title>
	<link>https://er.researchfloor.org/genetic-analysis-of-cms-based-rabi-sorghum-sorghum-bicolor-l-moench-single-cross-hybrids-for-grain-yield-and-yield-components/</link>
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                        <title>Genetic Analysis of CMS Based Rabi Sorghum (Sorghum Bicolor [L.] Moench) Single Cross Hybrids For Grain Yield and Yield Components</title>
                        <link>https://er.researchfloor.org/genetic-analysis-of-cms-based-rabi-sorghum-sorghum-bicolor-l-moench-single-cross-hybrids-for-grain-yield-and-yield-components/</link>
                        <pubDate>Thu, 17 Jul 2025 09:48:53 +0000</pubDate>
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                        <abstract language="eng"><p>The present investigation included twenty six CMS based rabi sorghum single cross hybrids evaluated at Foragen Seeds R&#038;D farm located at Hyderabad, during rabi 2024. All 26 hybrids along with two commercial checks (repeated once) i.e. HT-3201 and HT-3206 for comparison. A trial of 30 hybrids was planted in randomized block design with two replications. Each hybrid was planted as 2 rows of 2m length and 30 cm spacing, all required recommended dose of fertilizers and agronomic practices were followed to see the full genetic potential of hybrids. Data was collected for five morphological traits viz., days to 50% flowering, plant height (cm), panicle length (cm), grain yield (kg ha-1) and Green fodder yield (tons ha-1). The ANOVA revealed that the hybrids were found significantly different for all the morphological traits under study. Based on the mean performance and cluster analysis, one hybrid i.e FGSH-7 was out yielded over check HT-3201 whereas, FGSH-25 was at par with check HT-3201 and none of the hybrids were found superior over check HT-3206. This means that hybrid FGSH-7 can be promoted for further testing in multiple locations. However, cluster I and VI were highest yielding clusters. The parents involved in the hybrids belongs to these clusters can be explored further for line development or a hybrid development program, also can be exploited for broadening of genetic base of the parents.</p>
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                        <fullhtmlContent><![CDATA[
<ol class="wp-block-list">
<li><strong>Introduction</strong></li>
</ol>



<p>India is sixth largest producer of sorghum globally (Fig. 2) and contributing 7.21 percent share in world sorghum production (Fig. 3). Among the Indian states, Maharashtra recorded highest area and production of 16.9 lakh ha and 18.7 lakh tonnes respectively, followed by Karnataka, Rajasthan, Uttar Pradesh and Tamil Nadu during 2024-25 (Fig. 1). The productivity of the states viz., Andhra Pradesh, Madhya Pradesh and Telangana were recorded highest i.e. 3588, 2015 and 1756 kg per ha respectively, during 2024-25 (3<sup>rd</sup> advance estimate of DA&amp;FW report 2024-25). To satisfy the growing population&#8217;s need for food availability of male sterility system (CMS) in sorghum plays great role. Now nuclear male sterility system also been identified which will definitely contribute to boost the yield [1]. In many crops, including sorghum, heterosis, or hybrid vigor, the capacity of hybrids to exceed the finest inbred line is arguably the most crucial tactic to boost grain yield [2]. Cytoplasmic male sterility (CMS) currently serves as the primary method for generating male-sterile parents in the majority of crops amenable to hybrid seed mass production. Now a days, hybrids make up the majority of grain sorghum varieties utilized in agricultural production. Although there are different kinds of CMS lines available, the A<sub>1</sub> CMS, which was first described in the 1950s [3], is still the most common CMS line used to produce hybrids in sorghum [4]. Rabi sorghum is widely cultivated in the Deccan Plateau, specifically in the states of Maharashtra, Karnataka, and Andhra Pradesh. Rabi sorghum produces more fodder than kharif sorghum. Rabi sorghum cultivars must be resistant to significant pests (shoot fly), diseases (charcoal rot), and be ready to harvest early. Cluster analysis is indeed a valuable technique for identifying superior grain sorghum hybrids. By grouping similar genotypes together based on traits like grain yield, green fodder yield and maturity, breeders can pinpoint promising hybrid combinations for further evaluation and selection. The goal of the current study was to identify the best sorghum hybrids for higher grain and green fodder yield and clustering of hybrids.</p>



<ul class="wp-block-list">
<li><strong>Material and methods</strong></li>
</ul>



<p>A trial of twenty six CMS based grain sorghum hybrids along with two commercial checks viz., HT 3201 and HT 3206 was planted at the research farm of Foragen Seeds Private limited, Hyderabad. Each hybrid was planted as 2 rows of 2m row length and 30 cm row to row spacing with two replications in randomized block design during rabi season of 2024. Checks were repeated once. All agronomic practices were followed to grow the crop. Hybrids were designated as forage<del>n</del> grain Sorghum hybrids (FGSH) (Table 1). Data was recorded for five morphological traits viz., days to 50% flowering, plant height (cm), panicle length (cm), grain yield (kg ha<sup>-1</sup>) and green fodder yield (tons ha<sup>-1</sup>). Mean performance (table 1), analysis of variance (Table 2) and clustering of hybrids (table 3 and Fig. 5) were done by GRAPES software. Weather data during season shown in Fig 3.</p>



<ul class="wp-block-list">
<li><strong>Result and discussion</strong></li>
</ul>



<p>Significant differences were observed between the hybrids for all the characters (Table 2). A 23.9% and 20.6% CV for sorghum grain yield and green fodder yield points to a notable range of yield performance among different sorghum grain hybrids, potentially offering a good starting point for breeding programs aimed at improving the crop&#8217;s productivity. Whereas, the lowest CV recorded for days to 50% flowering revealed less amount of variability observed for this trait.</p>



<p>Among the hybrids, FGSH-9 (68 days) and FGSH-16 (65 days) were flowered early than the checks (74 to 76 days). This early flowering this is often a desirable trait, as early flowering can help the crop escape certain environmental stresses like drought or pests that may become more severe later in the season [5]. Under drought conditions, selection may promote early flowering [6, 7, 8]. Earliness have very high importance in cereal production, the genetics of earliness has been studied very well from long period of evidence-based research [9, 10, 11]. Ten hybrids were recorded higher plant height ranged from 161 cm to 198 cm<ins>,</ins> than the checks (141 to 160 cm). Two hybrids exhibited higher plant height i.e. FGSH-3 (198 cm) and FGSH-7 (186 cm). Generally<ins>,</ins> taller plants can lead to higher green fodder yield [12, 13, 14]. Among the hybrids, panicle length of two hybrid i.e. FGSH-23 (39 cm) and FGSH-25 (38 cm) showed longer panicle length which contribute<ins>s</ins> for higher grain yield [15] than the commercial checks. [16] reported positive but non-significant association with grain yield. Hybrid FGSH-25 showed longest panicle length (38 cm) with higher grain yield (8822.9 kg ha<sup>-1</sup>) which was at par with check HT-3201 (8822.9 kg ha<sup>-1</sup>). For grain yield, two hybrids i.e. FGSH-7 (10208.3 kg ha<sup>-1</sup>) and FGSH-25 (8822.9 kg ha<sup>-1</sup>) were found superior over check HT-3201 (8822.9 kg ha<sup>-1</sup>). Whereas, none of the hybrid was found superior over both the commercial checks. Similarly, hybrids, FGSH-12 (61.1 t ha<sup>-1</sup>) and FGSH-23 (49.7 t ha<sup>-1</sup>) were out<del> </del>yielded for green fodder yield over both the checks viz., HT 3206 (45.1 t ha<sup>-1</sup>) and HT 3201 (34.1 t ha<sup>-1</sup>) (Table 1).</p>



<p>Agglomerative hierarchical clustering of the data interpreted on the basis of Euclidean distance matrix by utilizing the Ward’s linkage protocol and presented in Fig 4 revealed that all thirty hybrids including checks were divided into seven clusters. Cluster VII grouped highest number of hybrids viz., FGSH-4, FGSH-5, FGSH-6, FGSH-7, FGSH-12, FGSH-24 and check HT-3201. Whereas, cluster IV grouped lowest number of hybrid i.e. check HT-3206. Cluster IV recorded highest grain yield i.e. 13380.2 kg ha<sup>-1</sup> whereas, cluster I was second ranker for grain yield i.e. 7853.1 kg ha<sup>-1</sup>) (Table 3).</p>



<p><strong>Table 1: Performance of grain sorghum hybrids along with checks at Hyderabad during rabi 2024 for grain yield and component traits.</strong></p>



<ul class="wp-block-list">
<li><strong>Conclusion</strong></li>
</ul>



<p>All hybrids are highly diverse for grain yield and green fodder yield. Hybrid FGSH-7was showed the highest mean grain yield<ins>,</ins> 10208.3 kg ha<sup>-1</sup>. However, FGSH-12 recorded highest green fodder yield (61.1 t ha<sup>-1</sup>). Both of these hybrids were grouped into the largest cluster i.e.<ins>,</ins> cluster VI. So, these hybrids can be directly promoted for further testing and their parents can be utilized for improvement of hybrid parent breeding programs. Clusters I and VI were highest yielding clusters. Hybrid parents involved in these clusters can be recombined for the development of hybrids and hybrid parent composites.</p>



<p><strong>Acknowledgement</strong></p>



<p>The authors strongly appreciate to the management of Foragen Seeds Private Limited, Hyderabad 500034. Telangana, India for their support and funding for this research.</p>



<p><strong>COMPETING INTERESTS</strong></p>



<p>Authors have declared that no competing interests exist.</p>



<p>Authors’ Contributions</p>



<p><strong>Manish V Boratkar</strong> – The conception, design, execution, or interpretation of the reported study.</p>



<p><strong>Hasanali Nadaf</strong> – Generation of experimental hybrids.</p>



<p><strong>Manish Kumar Pandey</strong> – Data collection and trial conductance.</p>



<p><strong>Prabhakar Babu Gunturu</strong> – Administrative and financial support.</p>



<p>References</p>



<ol class="wp-block-list">
<li>Chen, J., Jiao, Y., Laza, H., Payton, P., Ware, D., &amp; Xin, Z. (2019). Identification of the First Nuclear Male Sterility Gene (Male-sterile 9) in Sorghum. <em>The Plant Genome</em>, 12(3), 190020. doi:10.3835/plantgenome2019.03.0020.</li>



<li>Kim, Y.J., and D. Zhang. 2018. Molecular control of male fertility for crop hybrid breeding. <em>Trends Plant Sci</em>. 23:53–65. <a href="https://org/10.1016/j.tplants.2017.10.001">https://org/10.1016/j.tplants.2017.10.001</a>.</li>



<li>Stephens, J.C., and R.F. Holland. 1954. Cytoplasmic male-sterility for hybrid sorghum seed production. <em>Agron. J</em>. 46:20–23. doi:10.2134/agronj1954.00021962004600010006x.</li>



<li>Jordan, D.R., R.R. Klein, K.G. Sakrewski, R.G. Henzell, P.E. Klein, and E.S. Mace. 2011. Mapping and characterization of Rf5: A new gene conditioning pollen fertility restoration in A<sub>1</sub> and A<sub>2</sub> cytoplasm in sorghum (<em>Sorghum bicolor</em> (L.) Moench). <em>Theor. Appl. Genet</em>. 123:383–396. Doi: 10.1007/s00122-011-1591-y.</li>



<li>Shavrukov Y, Kurishbayev A, Jatayev S, Shvidchenko V, Zotova L, Koekemoer F, de Groot S, Soole K, Langridge P. Early Flowering as a Drought Escape Mechanism in Plants: How Can It Aid Wheat Production? <em>Front Plant Sci</em>. 2017 Nov 17; 8:1950. doi: 10.3389/fpls.2017.01950. PMID: 29204147; PMCID: PMC5698779.</li>



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<li>Kenney A. M., McKay J. K., Richards J. H., Juenger T. E. (2014). Direct and indirect selection on flowering time, water-use efficiency (WUE, δ<sup>13</sup>C), and WUE plasticity to drought in <em>Arabidopsis thaliana</em>. <em>Ecol. Evol</em>. 4 4505–4521. 10.1002/ece3.1270.</li>



<li>Campoli C., Korff M. (2014). Genetic control of reproductive development in temperate cereals. <em>Adv. Bot. Res</em>. 72 131–158. 10.1016/B978-0-12-417162-6.00005-5.</li>



<li>Kamran A., Iqbal M., Spaner D. (2014). Flowering time in wheat (<em>Triticum aestivum</em> L.): a key factor for global adaptability. <em>Euphytica</em> 197 1–26. 10.1007/s10681-014-1075-7.</li>



<li>Khanna-Chopra R., Singh K. (2015). “Drought resistance in crops: physiological and genetic basis of traits for crop productivity,” in Stress Responses in Plants: Mechanisms of Toxicity and Tolerance, eds Tripathi B. N., M M.üllerüller. (New York, NY: Springer ;), 267–292.</li>



<li>Borad, P. and Gangani, M.K. and Parmar, H.P. (2007) Character association in forage sorghum (<em>Sorghum bicolor</em> (L.) Moench.). <em>Forage Res</em>, 32(4), 213-215.</li>



<li>Buttar, G.S, Brar, K.S. and Singh, S. (2008) Genetic architecture of seed yield and its attributing traits in cluster bean (<em>Cyamopsis tetragonoloba</em>) grown under semi-arid region of Punjab. <em>Indian J. Agri.- Sci</em>, 78(9), 795-797.</li>



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                                <keyword>Habitat fragmentation</keyword>
                                                            
                                <keyword>haematology</keyword>
                                                            
                                <keyword>Hardness</keyword>
                                                            
                                <keyword>Health Risk Assessment</keyword>
                                                            
                                <keyword>heavy metal contamination</keyword>
                                                            
                                <keyword>Heavy metals</keyword>
                                                            
                                <keyword>HepG2)</keyword>
                                                            
                                <keyword>heritability</keyword>
                                                            
                                <keyword>Hotspots</keyword>
                                                            
                                <keyword>Household waste management</keyword>
                                                            
                                <keyword>Hydrophytes</keyword>
                                                            
                                <keyword>Impact Assessment</keyword>
                                                            
                                <keyword>Importance Value Index (IVI)</keyword>
                                                            
                                <keyword>In vitro</keyword>
                                                            
                                <keyword>income</keyword>
                                                            
                                <keyword>India</keyword>
                                                            
                                <keyword>Indigenous knowledge</keyword>
                                                            
                                <keyword>Indo-Nepal sub-Himalayan</keyword>
                                                            
                                <keyword>Industrial Emissions</keyword>
                                                            
                                <keyword>industrial landscapes</keyword>
                                                            
                                <keyword>Industrial pollution</keyword>
                                                            
                                <keyword>Infrastructure</keyword>
                                                            
                                <keyword>Infrastructure Development</keyword>
                                                            
                                <keyword>innovation</keyword>
                                                            
                                <keyword>Insecurity</keyword>
                                                            
                                <keyword>intelligent valves</keyword>
                                                            
                                <keyword>Intercropping</keyword>
                                                            
                                <keyword>Internally Displaced Persons (IDPs)</keyword>
                                                            
                                <keyword>Invasive ant species</keyword>
                                                            
                                <keyword>Iodine value</keyword>
                                                            
                                <keyword>IoT agriculture</keyword>
                                                            
                                <keyword>IoT in agriculture</keyword>
                                                            
                                <keyword>IoT sensors</keyword>
                                                            
                                <keyword>IUCN</keyword>
                                                            
                                <keyword>Kalki Cheruvu</keyword>
                                                            
                                <keyword>Kanwa</keyword>
                                                            
                                <keyword>KAP Study</keyword>
                                                            
                                <keyword>Kashmir</keyword>
                                                            
                                <keyword>Kunapajala</keyword>
                                                            
                                <keyword>Land Tilting</keyword>
                                                            
                                <keyword>land use land cover</keyword>
                                                            
                                <keyword>Land Use/Land Cover Change</keyword>
                                                            
                                <keyword>Landfill</keyword>
                                                            
                                <keyword>landslide</keyword>
                                                            
                                <keyword>Lead</keyword>
                                                            
                                <keyword>Leaf Area Index</keyword>
                                                            
                                <keyword>Leafy Vegetables</keyword>
                                                            
                                <keyword>Lentinus edodes</keyword>
                                                            
                                <keyword>Lindernia manilaliana</keyword>
                                                            
                                <keyword>Lithology</keyword>
                                                            
                                <keyword>liveability</keyword>
                                                            
                                <keyword>machine learning</keyword>
                                                            
                                <keyword>Makurdi Town</keyword>
                                                            
                                <keyword>Malaria Prevention</keyword>
                                                            
                                <keyword>Mangroves</keyword>
                                                            
                                <keyword>Margin of Exposure</keyword>
                                                            
                                <keyword>marketing</keyword>
                                                            
                                <keyword>marriage</keyword>
                                                            
                                <keyword>MCDA</keyword>
                                                            
                                <keyword>Methane emissions</keyword>
                                                            
                                <keyword>methyl orange</keyword>
                                                            
                                <keyword>Micro-irrigation</keyword>
                                                            
                                <keyword>Microbial carbon cycling</keyword>
                                                            
                                <keyword>microbial degradation</keyword>
                                                            
                                <keyword>Microbial fuel cell</keyword>
                                                            
                                <keyword>microbial parameters</keyword>
                                                            
                                <keyword>microbial solutions</keyword>
                                                            
                                <keyword>microbiological</keyword>
                                                            
                                <keyword>Microplastic pollution</keyword>
                                                            
                                <keyword>Mikaniamicrantha</keyword>
                                                            
                                <keyword>Mine waste</keyword>
                                                            
                                <keyword>Mineral Intake</keyword>
                                                            
                                <keyword>Mint family</keyword>
                                                            
                                <keyword>mitigation</keyword>
                                                            
                                <keyword>modern environmental management</keyword>
                                                            
                                <keyword>Monsoon</keyword>
                                                            
                                <keyword>Morphological</keyword>
                                                            
                                <keyword>Mortgage</keyword>
                                                            
                                <keyword>Mucormycosis</keyword>
                                                            
                                <keyword>mutation</keyword>
                                                            
                                <keyword>mycorrhizas</keyword>
                                                            
                                <keyword>Napiergrass</keyword>
                                                            
                                <keyword>Native Indian ants</keyword>
                                                            
                                <keyword>Native Range</keyword>
                                                            
                                <keyword>Natural forest reference</keyword>
                                                            
                                <keyword>Natural Resources</keyword>
                                                            
                                <keyword>Nature-Based Solutions</keyword>
                                                            
                                <keyword>Nawabganj</keyword>
                                                            
                                <keyword>Niger Delta</keyword>
                                                            
                                <keyword>Nitrate</keyword>
                                                            
                                <keyword>Non-Carcinogenic Risk</keyword>
                                                            
                                <keyword>non-enzymatic antioxidants</keyword>
                                                            
                                <keyword>North Bengaluru ecology</keyword>
                                                            
                                <keyword>Novel Weapon Hypothesis</keyword>
                                                            
                                <keyword>nutrient recycling</keyword>
                                                            
                                <keyword>nutrient retention</keyword>
                                                            
                                <keyword>Oil pipeline</keyword>
                                                            
                                <keyword>organic additives</keyword>
                                                            
                                <keyword>Organic farming</keyword>
                                                            
                                <keyword>Organic fertilizers</keyword>
                                                            
                                <keyword>Organic pollution reduction</keyword>
                                                            
                                <keyword>Ornithological survey</keyword>
                                                            
                                <keyword>oxalate</keyword>
                                                            
                                <keyword>P.T.R.</keyword>
                                                            
                                <keyword>Parcel</keyword>
                                                            
                                <keyword>particulate matter</keyword>
                                                            
                                <keyword>Particulate Matter (PM2.5</keyword>
                                                            
                                <keyword>Penetration index</keyword>
                                                            
                                <keyword>Perception</keyword>
                                                            
                                <keyword>Performance</keyword>
                                                            
                                <keyword>Permafrost thaw</keyword>
                                                            
                                <keyword>Pesticide</keyword>
                                                            
                                <keyword>Pesticide industry</keyword>
                                                            
                                <keyword>Petroleum</keyword>
                                                            
                                <keyword>Phenology</keyword>
                                                            
                                <keyword>phenophases</keyword>
                                                            
                                <keyword>Pheromone communication in ants</keyword>
                                                            
                                <keyword>Phosphate</keyword>
                                                            
                                <keyword>Physical Planning</keyword>
                                                            
                                <keyword>physico-chemical</keyword>
                                                            
                                <keyword>Physico-chemical parameters</keyword>
                                                            
                                <keyword>Physicochemical Microbial analysis</keyword>
                                                            
                                <keyword>physicochemical properties</keyword>
                                                            
                                <keyword>Phytoplankton</keyword>
                                                            
                                <keyword>Plans</keyword>
                                                            
                                <keyword>plant</keyword>
                                                            
                                <keyword>Plant stress detection</keyword>
                                                            
                                <keyword>Pleasant Valley Lake</keyword>
                                                            
                                <keyword>PM10)</keyword>
                                                            
                                <keyword>policy frameworks</keyword>
                                                            
                                <keyword>Pollen morphometry</keyword>
                                                            
                                <keyword>pollinators</keyword>
                                                            
                                <keyword>Polycyclic Aromatic Hydrocarbons</keyword>
                                                            
                                <keyword>Post-mining reclamation</keyword>
                                                            
                                <keyword>practical applications</keyword>
                                                            
                                <keyword>precision farming</keyword>
                                                            
                                <keyword>preservatives</keyword>
                                                            
                                <keyword>press mud</keyword>
                                                            
                                <keyword>Processed Seafood</keyword>
                                                            
                                <keyword>Propagation</keyword>
                                                            
                                <keyword>Protected Areas</keyword>
                                                            
                                <keyword>Public Health</keyword>
                                                            
                                <keyword>Public Health Intervention</keyword>
                                                            
                                <keyword>pyrolysis</keyword>
                                                            
                                <keyword>Quality</keyword>
                                                            
                                <keyword>Quality of Life</keyword>
                                                            
                                <keyword>quantification</keyword>
                                                            
                                <keyword>quantum dots</keyword>
                                                            
                                <keyword>Railway transportation</keyword>
                                                            
                                <keyword>Rainfall variability</keyword>
                                                            
                                <keyword>Ramsar site</keyword>
                                                            
                                <keyword>Ramsar sites</keyword>
                                                            
                                <keyword>rangelands</keyword>
                                                            
                                <keyword>Rare earth elements</keyword>
                                                            
                                <keyword>Rebuilding</keyword>
                                                            
                                <keyword>recommended guidelines</keyword>
                                                            
                                <keyword>recycling</keyword>
                                                            
                                <keyword>Red gold</keyword>
                                                            
                                <keyword>reforestation</keyword>
                                                            
                                <keyword>Regions</keyword>
                                                            
                                <keyword>Remote Sensing</keyword>
                                                            
                                <keyword>renewable energy</keyword>
                                                            
                                <keyword>Reservoir</keyword>
                                                            
                                <keyword>Reservoirs</keyword>
                                                            
                                <keyword>Residential Quality</keyword>
                                                            
                                <keyword>Resilience</keyword>
                                                            
                                <keyword>resource efficiency</keyword>
                                                            
                                <keyword>resource governance</keyword>
                                                            
                                <keyword>resource recovery</keyword>
                                                            
                                <keyword>RET</keyword>
                                                            
                                <keyword>Rice weeds</keyword>
                                                            
                                <keyword>Risk assessment</keyword>
                                                            
                                <keyword>ROCM</keyword>
                                                            
                                <keyword>root vegetables</keyword>
                                                            
                                <keyword>rural economy</keyword>
                                                            
                                <keyword>Rural Quality of Life</keyword>
                                                            
                                <keyword>Rural Underdevelopment</keyword>
                                                            
                                <keyword>Saffron</keyword>
                                                            
                                <keyword>Salinity</keyword>
                                                            
                                <keyword>Sanitation</keyword>
                                                            
                                <keyword>Sanitation in Humanitarian Settings</keyword>
                                                            
                                <keyword>Scanning Electron photographs</keyword>
                                                            
                                <keyword>Seasonal variation</keyword>
                                                            
                                <keyword>second wave</keyword>
                                                            
                                <keyword>sensory</keyword>
                                                            
                                <keyword>Serlui B River</keyword>
                                                            
                                <keyword>sex</keyword>
                                                            
                                <keyword>Shiitake mushroom</keyword>
                                                            
                                <keyword>Sikkim Himalayas</keyword>
                                                            
                                <keyword>Silver nanoparticles</keyword>
                                                            
                                <keyword>Slope gradient</keyword>
                                                            
                                <keyword>Small Hydropower Plant</keyword>
                                                            
                                <keyword>smallholder farming</keyword>
                                                            
                                <keyword>Smart drip irrigation</keyword>
                                                            
                                <keyword>smart irrigation</keyword>
                                                            
                                <keyword>smart irrigation systems</keyword>
                                                            
                                <keyword>Social Well-being</keyword>
                                                            
                                <keyword>Socio-economic</keyword>
                                                            
                                <keyword>Socio-Economic Development</keyword>
                                                            
                                <keyword>Socio-economic Impact</keyword>
                                                            
                                <keyword>Sodium Chloride</keyword>
                                                            
                                <keyword>soil</keyword>
                                                            
                                <keyword>soil amendment</keyword>
                                                            
                                <keyword>Soil Erosion</keyword>
                                                            
                                <keyword>soil health</keyword>
                                                            
                                <keyword>Soil organic carbon (SOC)</keyword>
                                                            
                                <keyword>soil properties</keyword>
                                                            
                                <keyword>soil restoration</keyword>
                                                            
                                <keyword>soil susceptibility</keyword>
                                                            
                                <keyword>Soil texture</keyword>
                                                            
                                <keyword>soil-water-plant interactions</keyword>
                                                            
                                <keyword>Soluble Oxalate</keyword>
                                                            
                                <keyword>Sorghum</keyword>
                                                            
                                <keyword>sorghum flour</keyword>
                                                            
                                <keyword>Soxhlet extraction</keyword>
                                                            
                                <keyword>soybean</keyword>
                                                            
                                <keyword>Spatial Analysis</keyword>
                                                            
                                <keyword>Spinach</keyword>
                                                            
                                <keyword>sprinkler systems</keyword>
                                                            
                                <keyword>Sriniketan</keyword>
                                                            
                                <keyword>sugar industry</keyword>
                                                            
                                <keyword>Suitability analysis</keyword>
                                                            
                                <keyword>sustainability</keyword>
                                                            
                                <keyword>Sustainable</keyword>
                                                            
                                <keyword>sustainable agriculture</keyword>
                                                            
                                <keyword>Sustainable energy</keyword>
                                                            
                                <keyword>sustainable farming</keyword>
                                                            
                                <keyword>sustainable management</keyword>
                                                            
                                <keyword>sustainable remediation</keyword>
                                                            
                                <keyword>sustainable resource management</keyword>
                                                            
                                <keyword>sustainable waste management</keyword>
                                                            
                                <keyword>Sustainable water management</keyword>
                                                            
                                <keyword>sweeteners</keyword>
                                                            
                                <keyword>synchronization</keyword>
                                                            
                                <keyword>techniques</keyword>
                                                            
                                <keyword>Technological Innovation</keyword>
                                                            
                                <keyword>Telangana flora</keyword>
                                                            
                                <keyword>thermal stress</keyword>
                                                            
                                <keyword>topography</keyword>
                                                            
                                <keyword>Total Oxalate</keyword>
                                                            
                                <keyword>Tourism</keyword>
                                                            
                                <keyword>Traditional Ecological Knowledge</keyword>
                                                            
                                <keyword>traditional practices</keyword>
                                                            
                                <keyword>transferability</keyword>
                                                            
                                <keyword>Tree</keyword>
                                                            
                                <keyword>Tree diversity</keyword>
                                                            
                                <keyword>tropical climate</keyword>
                                                            
                                <keyword>Uda Rams</keyword>
                                                            
                                <keyword>Upper Imo River Basin</keyword>
                                                            
                                <keyword>Urban Air Quality</keyword>
                                                            
                                <keyword>Urban avifauna</keyword>
                                                            
                                <keyword>Urban Green Spaces</keyword>
                                                            
                                <keyword>value addition</keyword>
                                                            
                                <keyword>variance</keyword>
                                                            
                                <keyword>vegetation fraction</keyword>
                                                            
                                <keyword>Vegetation recovery</keyword>
                                                            
                                <keyword>vegetation types</keyword>
                                                            
                                <keyword>Vetiver</keyword>
                                                            
                                <keyword>waste management</keyword>
                                                            
                                <keyword>waste reduction</keyword>
                                                            
                                <keyword>Waste rock dump</keyword>
                                                            
                                <keyword>wastewater</keyword>
                                                            
                                <keyword>Wastewater treatment</keyword>
                                                            
                                <keyword>Water</keyword>
                                                            
                                <keyword>water conservation</keyword>
                                                            
                                <keyword>water management</keyword>
                                                            
                                <keyword>Water quality</keyword>
                                                            
                                <keyword>water scarcity</keyword>
                                                            
                                <keyword>water use efficiency</keyword>
                                                            
                                <keyword>water-efficient agriculture</keyword>
                                                            
                                <keyword>water–carbon nexus</keyword>
                                                            
                                <keyword>watershed</keyword>
                                                            
                                <keyword>wet waste</keyword>
                                                            
                                <keyword>Wetland</keyword>
                                                            
                                <keyword>Wetland bird species</keyword>
                                                            
                                <keyword>Wetland restoration</keyword>
                                                            
                                <keyword>Wild Plant diversity</keyword>
                                                            
                                <keyword>zero waste</keyword>
                                                            
                                <keyword>Zinc Oxide</keyword>
                                                        
                        </keywords>
                                                                </item>
        </channel>
</rss>